From 2956939fdcf584f4988dd7dc3bd67f8e5bc0cddf Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 08:06:40 +0200 Subject: [PATCH 01/80] Add TurboQuant Wave 0 control contracts --- .../Inference/LocalInferenceFailures.swift | 179 +++++++++++++ .../TurboQuantFallbackContract.swift | 245 ++++++++++++++++++ .../Inference/TurboQuantSchemaRegistry.swift | 120 +++++++++ Tests/PinesCoreTests/CoreContractTests.swift | 156 +++++++++++ .../TurboQuantFallbackContractTests.swift | 113 ++++++++ .../00-current-state.md | 28 +- .../02-schema-registry.md | 5 + .../compatibility-pair.json | 22 +- 8 files changed, 848 insertions(+), 20 deletions(-) create mode 100644 Sources/PinesCore/Inference/LocalInferenceFailures.swift create mode 100644 Sources/PinesCore/Inference/TurboQuantFallbackContract.swift create mode 100644 Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift create mode 100644 Tests/PinesCoreTests/TurboQuantFallbackContractTests.swift diff --git a/Sources/PinesCore/Inference/LocalInferenceFailures.swift b/Sources/PinesCore/Inference/LocalInferenceFailures.swift new file mode 100644 index 0000000..1f7ccdb --- /dev/null +++ b/Sources/PinesCore/Inference/LocalInferenceFailures.swift @@ -0,0 +1,179 @@ +import Foundation + +public enum LocalInferenceFailureKind: String, Codable, Sendable, CaseIterable { + case memoryAdmissionFailed + case turboQuantPathUnavailable + case turboQuantFallbackUnavailable + case fallbackBudgetExceeded + case modelProfileUnverified + case modelProfileMismatch + case unsupportedAttentionShape + case unsupportedAttentionMask + case unsupportedTensorDType + case cacheLayoutInvalid + case cacheLifecycleInvalid + case contextWindowExceeded + case snapshotInvalid + case snapshotCorrupt + case schemaIncompatible + case mlxRuntimeFailure + case cloudRouteDisallowed +} + +public enum LocalInferenceFailureBehavior: String, Codable, Sendable, CaseIterable { + case reject + case downgrade + case retryShorter + case fallback + case cancel + case releaseOptionalCaches + case quarantine + case revokeEvidence + case typedError +} + +public struct LocalInferenceFailureEvent: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var kind: LocalInferenceFailureKind + public var sourceRepo: String + public var sourceType: String? + public var message: String + public var recoverable: Bool + public var recommendedAction: String? + public var admissionPlanID: String? + public var runDecisionID: String? + + public init( + schemaVersion: Int = Self.schemaVersion, + kind: LocalInferenceFailureKind, + sourceRepo: String, + sourceType: String? = nil, + message: String, + recoverable: Bool, + recommendedAction: String? = nil, + admissionPlanID: String? = nil, + runDecisionID: String? = nil + ) { + self.schemaVersion = schemaVersion + self.kind = kind + self.sourceRepo = sourceRepo + self.sourceType = sourceType + self.message = message + self.recoverable = recoverable + self.recommendedAction = recommendedAction + self.admissionPlanID = admissionPlanID + self.runDecisionID = runDecisionID + } +} + +public struct LocalInferenceFailureBehaviorRule: Hashable, Codable, Sendable { + public var kind: LocalInferenceFailureKind + public var behaviors: [LocalInferenceFailureBehavior] + public var productMessage: String + + public init( + kind: LocalInferenceFailureKind, + behaviors: [LocalInferenceFailureBehavior], + productMessage: String + ) { + self.kind = kind + self.behaviors = behaviors + self.productMessage = productMessage + } +} + +public enum LocalInferenceFailureMatrix { + public static let canonicalRules: [LocalInferenceFailureBehaviorRule] = [ + .init( + kind: .memoryAdmissionFailed, + behaviors: [.downgrade, .reject, .typedError], + productMessage: "This model/context needs more memory than is safely available." + ), + .init( + kind: .turboQuantPathUnavailable, + behaviors: [.downgrade, .fallback, .typedError], + productMessage: "Compressed attention is unavailable for this request." + ), + .init( + kind: .turboQuantFallbackUnavailable, + behaviors: [.reject, .typedError], + productMessage: "Safe fallback cannot be budgeted for this context." + ), + .init( + kind: .fallbackBudgetExceeded, + behaviors: [.typedError], + productMessage: "Fallback would exceed memory budget." + ), + .init( + kind: .modelProfileUnverified, + behaviors: [.downgrade, .typedError], + productMessage: "This model is not verified on this device yet." + ), + .init( + kind: .modelProfileMismatch, + behaviors: [.reject, .typedError], + productMessage: "This model profile does not match the installed model." + ), + .init( + kind: .unsupportedAttentionShape, + behaviors: [.reject, .fallback, .typedError], + productMessage: "Model attention shape is unsupported by this TurboQuant path." + ), + .init( + kind: .unsupportedAttentionMask, + behaviors: [.fallback, .typedError], + productMessage: "Attention mask is unsupported by compressed path." + ), + .init( + kind: .unsupportedTensorDType, + behaviors: [.fallback, .reject, .typedError], + productMessage: "Tensor dtype is unsupported by compressed path." + ), + .init( + kind: .cacheLayoutInvalid, + behaviors: [.typedError], + productMessage: "Compressed cache layout is invalid." + ), + .init( + kind: .cacheLifecycleInvalid, + behaviors: [.typedError], + productMessage: "Cache state is inconsistent." + ), + .init( + kind: .contextWindowExceeded, + behaviors: [.retryShorter, .reject, .typedError], + productMessage: "The requested context exceeds the local runtime window." + ), + .init( + kind: .snapshotInvalid, + behaviors: [.reject, .quarantine, .typedError], + productMessage: "Saved session state is no longer valid." + ), + .init( + kind: .snapshotCorrupt, + behaviors: [.quarantine, .typedError], + productMessage: "Saved session state is corrupt and cannot be restored." + ), + .init( + kind: .schemaIncompatible, + behaviors: [.reject, .typedError], + productMessage: "Saved runtime data was created by a newer incompatible version." + ), + .init( + kind: .mlxRuntimeFailure, + behaviors: [.typedError], + productMessage: "Local runtime failed before it could complete the request." + ), + .init( + kind: .cloudRouteDisallowed, + behaviors: [.reject, .typedError], + productMessage: "Cloud retry is disabled for this request." + ), + ] + + public static let rulesByKind: [LocalInferenceFailureKind: LocalInferenceFailureBehaviorRule] = Dictionary( + uniqueKeysWithValues: canonicalRules.map { ($0.kind, $0) } + ) +} diff --git a/Sources/PinesCore/Inference/TurboQuantFallbackContract.swift b/Sources/PinesCore/Inference/TurboQuantFallbackContract.swift new file mode 100644 index 0000000..0c56a31 --- /dev/null +++ b/Sources/PinesCore/Inference/TurboQuantFallbackContract.swift @@ -0,0 +1,245 @@ +import CryptoKit +import Foundation + +public struct TurboQuantFallbackContract: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var mode: TurboQuantUserMode + public var allowPackedFallback: Bool + public var allowDecodedLayerLocalFallback: Bool + public var allowFullDecodedFallback: Bool + public var allowShorterContextRetry: Bool + public var allowCloudRetry: Bool + public var failIfCompressedPathUnavailable: Bool + public var reserveBytes: Int64 + + public var contractHash: String { + Self.sha256Hex( + for: ContractHashPayload( + allowCloudRetry: allowCloudRetry, + allowDecodedLayerLocalFallback: allowDecodedLayerLocalFallback, + allowFullDecodedFallback: allowFullDecodedFallback, + allowPackedFallback: allowPackedFallback, + allowShorterContextRetry: allowShorterContextRetry, + failIfCompressedPathUnavailable: failIfCompressedPathUnavailable, + mode: mode, + reserveBytes: reserveBytes, + schemaVersion: schemaVersion + ) + ) + } + + public var policyHash: String { + Self.sha256Hex( + for: PolicyHashPayload( + allowCloudRetry: allowCloudRetry, + allowDecodedLayerLocalFallback: allowDecodedLayerLocalFallback, + allowFullDecodedFallback: allowFullDecodedFallback, + allowPackedFallback: allowPackedFallback, + allowShorterContextRetry: allowShorterContextRetry, + failIfCompressedPathUnavailable: failIfCompressedPathUnavailable, + mode: mode, + schemaVersion: schemaVersion + ) + ) + } + + public init( + schemaVersion: Int = Self.schemaVersion, + mode: TurboQuantUserMode, + allowPackedFallback: Bool, + allowDecodedLayerLocalFallback: Bool, + allowFullDecodedFallback: Bool, + allowShorterContextRetry: Bool, + allowCloudRetry: Bool, + failIfCompressedPathUnavailable: Bool, + reserveBytes: Int64 + ) { + self.schemaVersion = schemaVersion + self.mode = mode + self.allowPackedFallback = allowPackedFallback + self.allowDecodedLayerLocalFallback = allowDecodedLayerLocalFallback + self.allowFullDecodedFallback = allowFullDecodedFallback + self.allowShorterContextRetry = allowShorterContextRetry + self.allowCloudRetry = allowCloudRetry + self.failIfCompressedPathUnavailable = failIfCompressedPathUnavailable + self.reserveBytes = max(0, reserveBytes) + } + + public static func productDefault( + for mode: TurboQuantUserMode, + allowCloudRetry: Bool = false, + reserveBytes overrideReserveBytes: Int64? = nil + ) -> Self { + let reserveBytes = overrideReserveBytes ?? defaultReserveBytes(for: mode) + + switch mode { + case .fastest: + return Self( + mode: mode, + allowPackedFallback: true, + allowDecodedLayerLocalFallback: false, + allowFullDecodedFallback: false, + allowShorterContextRetry: true, + allowCloudRetry: allowCloudRetry, + failIfCompressedPathUnavailable: false, + reserveBytes: reserveBytes + ) + case .balanced: + return Self( + mode: mode, + allowPackedFallback: true, + allowDecodedLayerLocalFallback: true, + allowFullDecodedFallback: false, + allowShorterContextRetry: true, + allowCloudRetry: allowCloudRetry, + failIfCompressedPathUnavailable: false, + reserveBytes: reserveBytes + ) + case .maxContext: + return Self( + mode: mode, + allowPackedFallback: false, + allowDecodedLayerLocalFallback: false, + allowFullDecodedFallback: false, + allowShorterContextRetry: true, + allowCloudRetry: allowCloudRetry, + failIfCompressedPathUnavailable: true, + reserveBytes: reserveBytes + ) + case .batterySaver: + return Self( + mode: mode, + allowPackedFallback: false, + allowDecodedLayerLocalFallback: false, + allowFullDecodedFallback: false, + allowShorterContextRetry: true, + allowCloudRetry: allowCloudRetry, + failIfCompressedPathUnavailable: false, + reserveBytes: reserveBytes + ) + } + } + + public static func defaultReserveBytes(for mode: TurboQuantUserMode) -> Int64 { + switch mode { + case .fastest: + 128 * 1_024 * 1_024 + case .balanced: + 512 * 1_024 * 1_024 + case .maxContext: + 64 * 1_024 * 1_024 + case .batterySaver: + 64 * 1_024 * 1_024 + } + } + + public func shorterContextDowngradePath() -> [TurboQuantModeDowngrade] { + guard allowShorterContextRetry else { + return [] + } + + switch mode { + case .fastest: + return [ + TurboQuantModeDowngrade(mode: .fastest, reason: .shorterContextRetry), + TurboQuantModeDowngrade(mode: .batterySaver, reason: .batterySaverShorterContext), + ] + case .balanced: + return [ + TurboQuantModeDowngrade(mode: .balanced, reason: .shorterContextRetry), + TurboQuantModeDowngrade(mode: .batterySaver, reason: .batterySaverShorterContext), + ] + case .maxContext: + return [ + TurboQuantModeDowngrade(mode: .maxContext, reason: .shorterContextRetry), + TurboQuantModeDowngrade(mode: .balanced, reason: .balancedShorterContext), + TurboQuantModeDowngrade(mode: .batterySaver, reason: .batterySaverShorterContext), + ] + case .batterySaver: + return [ + TurboQuantModeDowngrade(mode: .batterySaver, reason: .shorterContextRetry), + ] + } + } + + public func permitsFullDecodedFallback(budgetedDecodedFallbackBytes: Int64) -> Bool { + allowFullDecodedFallback + && budgetedDecodedFallbackBytes > 0 + && reserveBytes >= budgetedDecodedFallbackBytes + } + + private static func sha256Hex(for payload: Payload) -> String { + let encoder = JSONEncoder() + encoder.outputFormatting = [.sortedKeys] + + guard let data = try? encoder.encode(payload) else { + preconditionFailure("TurboQuantFallbackContract canonical JSON encoding failed") + } + + return SHA256.hash(data: data) + .map { String(format: "%02x", $0) } + .joined() + } +} + +public struct TurboQuantModeDowngrade: Hashable, Codable, Sendable { + public var mode: TurboQuantUserMode + public var requiresShorterContext: Bool + public var reason: TurboQuantModeDowngradeReason + public var downgradeReason: String + public var userFacingMessage: String + + public init( + mode: TurboQuantUserMode, + requiresShorterContext: Bool = true, + reason: TurboQuantModeDowngradeReason + ) { + self.mode = mode + self.requiresShorterContext = requiresShorterContext + self.reason = reason + self.downgradeReason = reason.rawValue + self.userFacingMessage = reason.userFacingMessage(for: mode) + } +} + +public enum TurboQuantModeDowngradeReason: String, Hashable, Codable, Sendable, CaseIterable { + case shorterContextRetry + case balancedShorterContext + case batterySaverShorterContext + + public func userFacingMessage(for mode: TurboQuantUserMode) -> String { + switch self { + case .shorterContextRetry: + "Reduced local context for \(mode.displayName)." + case .balancedShorterContext: + "Reduced local context and moved to Balanced." + case .batterySaverShorterContext: + "Reduced local context and moved to Battery Saver." + } + } +} + +private struct ContractHashPayload: Encodable { + var allowCloudRetry: Bool + var allowDecodedLayerLocalFallback: Bool + var allowFullDecodedFallback: Bool + var allowPackedFallback: Bool + var allowShorterContextRetry: Bool + var failIfCompressedPathUnavailable: Bool + var mode: TurboQuantUserMode + var reserveBytes: Int64 + var schemaVersion: Int +} + +private struct PolicyHashPayload: Encodable { + var allowCloudRetry: Bool + var allowDecodedLayerLocalFallback: Bool + var allowFullDecodedFallback: Bool + var allowPackedFallback: Bool + var allowShorterContextRetry: Bool + var failIfCompressedPathUnavailable: Bool + var mode: TurboQuantUserMode + var schemaVersion: Int +} diff --git a/Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift b/Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift new file mode 100644 index 0000000..d9ac5ac --- /dev/null +++ b/Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift @@ -0,0 +1,120 @@ +import Foundation + +public enum TurboQuantSchemaName: String, Codable, Sendable, CaseIterable { + case admissionPlan = "AdmissionPlan" + case runtimeMemoryZones = "RuntimeMemoryZones" + case runDecision = "RunDecision" + case failureEvent = "FailureEvent" + case benchmarkReport = "BenchmarkReport" + case profileEvidence = "ProfileEvidence" + case qualityGate = "QualityGate" + case memoryCalibration = "MemoryCalibration" + case contextAssemblyPlan = "ContextAssemblyPlan" + case kvSnapshotManifest = "KVSnapshotManifest" + case snapshotSecurityPolicy = "SnapshotSecurityPolicy" + case modelProfile = "ModelProfile" + case turboQuantLayout = "TurboQuantLayout" + case turboQuantLayoutNext = "TurboQuantLayoutNext" + case adaptivePrecisionPolicy = "AdaptivePrecisionPolicy" +} + +public struct TurboQuantSchemaDefinition: Hashable, Codable, Sendable { + public var name: TurboQuantSchemaName + public var version: Int + + public init(name: TurboQuantSchemaName, version: Int) { + self.name = name + self.version = version + } +} + +public enum TurboQuantSchemaRegistry { + public static let admissionPlan = TurboQuantSchemaDefinition(name: .admissionPlan, version: 1) + public static let runtimeMemoryZones = TurboQuantSchemaDefinition(name: .runtimeMemoryZones, version: 1) + public static let runDecision = TurboQuantSchemaDefinition(name: .runDecision, version: 1) + public static let failureEvent = TurboQuantSchemaDefinition(name: .failureEvent, version: 1) + public static let benchmarkReport = TurboQuantSchemaDefinition(name: .benchmarkReport, version: 1) + public static let profileEvidence = TurboQuantSchemaDefinition(name: .profileEvidence, version: 1) + public static let qualityGate = TurboQuantSchemaDefinition(name: .qualityGate, version: 1) + public static let memoryCalibration = TurboQuantSchemaDefinition(name: .memoryCalibration, version: 1) + public static let contextAssemblyPlan = TurboQuantSchemaDefinition(name: .contextAssemblyPlan, version: 1) + public static let kvSnapshotManifest = TurboQuantSchemaDefinition(name: .kvSnapshotManifest, version: 1) + public static let snapshotSecurityPolicy = TurboQuantSchemaDefinition(name: .snapshotSecurityPolicy, version: 1) + public static let modelProfile = TurboQuantSchemaDefinition(name: .modelProfile, version: 2) + public static let turboQuantLayout = TurboQuantSchemaDefinition(name: .turboQuantLayout, version: 4) + public static let turboQuantLayoutNext = TurboQuantSchemaDefinition(name: .turboQuantLayoutNext, version: 5) + public static let adaptivePrecisionPolicy = TurboQuantSchemaDefinition(name: .adaptivePrecisionPolicy, version: 1) + + public static let allDefinitions: [TurboQuantSchemaDefinition] = [ + admissionPlan, + runtimeMemoryZones, + runDecision, + failureEvent, + benchmarkReport, + profileEvidence, + qualityGate, + memoryCalibration, + contextAssemblyPlan, + kvSnapshotManifest, + snapshotSecurityPolicy, + modelProfile, + turboQuantLayout, + turboQuantLayoutNext, + adaptivePrecisionPolicy, + ] + + public static let versionsByName: [TurboQuantSchemaName: Int] = Dictionary( + uniqueKeysWithValues: allDefinitions.map { ($0.name, $0.version) } + ) +} + +public struct VersionedEnvelope: Codable, Sendable { + public var schemaName: String + public var schemaVersion: Int + public var producer: SchemaProducer + public var compatibility: SchemaCompatibility + public var createdAt: Date + public var payload: Payload + + public init( + schemaName: String, + schemaVersion: Int, + producer: SchemaProducer, + compatibility: SchemaCompatibility, + createdAt: Date, + payload: Payload + ) { + self.schemaName = schemaName + self.schemaVersion = schemaVersion + self.producer = producer + self.compatibility = compatibility + self.createdAt = createdAt + self.payload = payload + } +} + +public struct SchemaProducer: Hashable, Codable, Sendable { + public var repo: String + public var commit: String? + public var build: String? + public var osBuild: String? + + public init(repo: String, commit: String? = nil, build: String? = nil, osBuild: String? = nil) { + self.repo = repo + self.commit = commit + self.build = build + self.osBuild = osBuild + } +} + +public struct SchemaCompatibility: Hashable, Codable, Sendable { + public var minReaderVersion: Int + public var maxTestedReaderVersion: Int + public var failClosedIfNewer: Bool + + public init(minReaderVersion: Int, maxTestedReaderVersion: Int, failClosedIfNewer: Bool) { + self.minReaderVersion = minReaderVersion + self.maxTestedReaderVersion = maxTestedReaderVersion + self.failClosedIfNewer = failClosedIfNewer + } +} diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index c01395b..8255d65 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -4,6 +4,162 @@ import Testing @Suite("Core contracts") struct CoreContractTests { + @Test + func turboQuantSchemaRegistryExposesCanonicalWave0Names() { + #expect(TurboQuantSchemaRegistry.versionsByName[.admissionPlan] == 1) + #expect(TurboQuantSchemaRegistry.versionsByName[.runtimeMemoryZones] == 1) + #expect(TurboQuantSchemaRegistry.versionsByName[.runDecision] == 1) + #expect(TurboQuantSchemaRegistry.versionsByName[.failureEvent] == 1) + #expect(TurboQuantSchemaRegistry.versionsByName[.modelProfile] == 2) + #expect(TurboQuantSchemaRegistry.versionsByName[.turboQuantLayout] == 4) + #expect(TurboQuantSchemaRegistry.versionsByName[.turboQuantLayoutNext] == 5) + #expect(TurboQuantSchemaRegistry.allDefinitions.count == TurboQuantSchemaName.allCases.count) + } + + @Test + func versionedEnvelopeCarriesProducerAndCompatibilityMetadata() throws { + let envelope = VersionedEnvelope( + schemaName: TurboQuantSchemaName.failureEvent.rawValue, + schemaVersion: TurboQuantSchemaRegistry.failureEvent.version, + producer: SchemaProducer(repo: "pines", commit: "abc123"), + compatibility: SchemaCompatibility( + minReaderVersion: 1, + maxTestedReaderVersion: 1, + failClosedIfNewer: true + ), + createdAt: Date(timeIntervalSince1970: 1_700_000_000), + payload: ["kind": "memoryAdmissionFailed"] + ) + + let encoded = try JSONEncoder().encode(envelope) + let decoded = try JSONDecoder().decode(VersionedEnvelope<[String: String]>.self, from: encoded) + + #expect(decoded.schemaName == "FailureEvent") + #expect(decoded.schemaVersion == 1) + #expect(decoded.producer.repo == "pines") + #expect(decoded.compatibility.failClosedIfNewer) + #expect(decoded.payload["kind"] == "memoryAdmissionFailed") + } + + @Test + func localInferenceFailureKindsMatchCanonicalFailureMatrixNames() { + let expected: [LocalInferenceFailureKind] = [ + .memoryAdmissionFailed, + .turboQuantPathUnavailable, + .turboQuantFallbackUnavailable, + .fallbackBudgetExceeded, + .modelProfileUnverified, + .modelProfileMismatch, + .unsupportedAttentionShape, + .unsupportedAttentionMask, + .unsupportedTensorDType, + .cacheLayoutInvalid, + .cacheLifecycleInvalid, + .contextWindowExceeded, + .snapshotInvalid, + .snapshotCorrupt, + .schemaIncompatible, + .mlxRuntimeFailure, + .cloudRouteDisallowed, + ] + + #expect(LocalInferenceFailureKind.allCases == expected) + #expect(LocalInferenceFailureMatrix.canonicalRules.count == expected.count) + #expect(Set(LocalInferenceFailureMatrix.rulesByKind.keys) == Set(expected)) + } + + @Test + func localInferenceFailureEventEncodesSchemaVersionAndKind() throws { + let event = LocalInferenceFailureEvent( + kind: .unsupportedAttentionMask, + sourceRepo: "mlx-swift-lm", + sourceType: "AttentionMaskError", + message: "Mask rank is unsupported.", + recoverable: true, + recommendedAction: "Retry with an exact fallback path.", + admissionPlanID: "admission-1", + runDecisionID: "run-1" + ) + + let encoded = try JSONEncoder().encode(event) + let decoded = try JSONDecoder().decode(LocalInferenceFailureEvent.self, from: encoded) + + #expect(decoded.schemaVersion == 1) + #expect(decoded.kind == .unsupportedAttentionMask) + #expect(decoded.sourceRepo == "mlx-swift-lm") + #expect(decoded.recoverable) + #expect(decoded.admissionPlanID == "admission-1") + #expect(decoded.runDecisionID == "run-1") + } + + @Test + func localInferenceFailureMatrixKeepsProductMessagesTyped() throws { + let rule = try #require(LocalInferenceFailureMatrix.rulesByKind[.fallbackBudgetExceeded]) + + #expect(rule.behaviors.contains(.typedError)) + #expect(rule.productMessage == "Fallback would exceed memory budget.") + } + + @Test + func turboQuantProductDTOsRemainMLXIndependentAndCodable() throws { + let zones = TurboQuantRuntimeMemoryZones( + availableAppMemoryBytes: 6_000_000_000, + runtimeBudgetBytes: 4_000_000_000, + mlxActiveBytes: 128_000_000, + mlxCacheBytes: 64_000_000, + modelResidentBytes: 2_500_000_000, + compressedKVBytes: 512_000_000, + rawShadowBytes: 0, + fallbackReserveBytes: 256_000_000, + scratchBytes: 128_000_000, + promptAndTokenizerBytes: 64_000_000, + uiReserveBytes: 256_000_000, + safetyReserveBytes: 512_000_000 + ) + let plan = TurboQuantMemoryPlan( + requestedContextLength: 128_000, + admittedContextLength: 96_000, + requestedMode: .maxContext, + effectiveMode: .balanced, + preset: .turbo3_5, + valueBits: 4, + groupSize: 64, + fallbackPolicy: .packedAllowed, + rawBytesPerToken: 1_024, + packedFallbackBytesPerToken: 256, + compressedBytesPerToken: 128, + usesRawShadow: false, + packedFallbackEnabled: true, + usesRollingSummaryMemory: true, + runtimeZones: zones + ) + let admission = TurboQuantAdmission( + admitted: true, + requestedContextLength: 128_000, + admittedContextLength: 96_000, + requestedMode: .maxContext, + selectedMode: .balanced, + memoryPlan: plan, + downgradeReasons: [ + TurboQuantAdmissionDowngrade( + reason: .reducedContext, + message: "Reduced context to preserve memory headroom." + ) + ], + rejectedPaths: [ + RejectedPath(path: "onlineFused", reason: "unsupported head dimension") + ], + userMessage: "96K tokens are available for this local run." + ) + + let encoded = try JSONEncoder().encode(admission) + let decoded = try JSONDecoder().decode(TurboQuantAdmission.self, from: encoded) + + #expect(decoded == admission) + #expect(decoded.memoryPlan?.runtimeZones.totalRuntimeBytes == zones.totalRuntimeBytes) + #expect(decoded.selectedMode == .balanced) + } + @Test func chatContextPackerAnchorsCurrentUserAndDropsStaleFutureTurns() { let anchorID = UUID() diff --git a/Tests/PinesCoreTests/TurboQuantFallbackContractTests.swift b/Tests/PinesCoreTests/TurboQuantFallbackContractTests.swift new file mode 100644 index 0000000..061e81d --- /dev/null +++ b/Tests/PinesCoreTests/TurboQuantFallbackContractTests.swift @@ -0,0 +1,113 @@ +import PinesCore +import Testing + +@Suite("TurboQuant fallback contract") +struct TurboQuantFallbackContractTests { + @Test + func defaultContractsMatchModePolicy() { + let fastest = TurboQuantFallbackContract.productDefault(for: .fastest) + #expect(fastest.allowPackedFallback) + #expect(!fastest.allowDecodedLayerLocalFallback) + #expect(!fastest.allowFullDecodedFallback) + #expect(fastest.allowShorterContextRetry) + #expect(!fastest.allowCloudRetry) + + let balanced = TurboQuantFallbackContract.productDefault(for: .balanced) + #expect(balanced.allowPackedFallback) + #expect(balanced.allowDecodedLayerLocalFallback) + #expect(!balanced.allowFullDecodedFallback) + #expect(balanced.allowShorterContextRetry) + #expect(!balanced.allowCloudRetry) + + let maxContext = TurboQuantFallbackContract.productDefault(for: .maxContext) + #expect(!maxContext.allowPackedFallback) + #expect(!maxContext.allowDecodedLayerLocalFallback) + #expect(!maxContext.allowFullDecodedFallback) + #expect(maxContext.allowShorterContextRetry) + #expect(!maxContext.allowCloudRetry) + #expect(maxContext.failIfCompressedPathUnavailable) + + let batterySaver = TurboQuantFallbackContract.productDefault(for: .batterySaver) + #expect(!batterySaver.allowPackedFallback) + #expect(!batterySaver.allowDecodedLayerLocalFallback) + #expect(!batterySaver.allowFullDecodedFallback) + #expect(batterySaver.allowShorterContextRetry) + #expect(!batterySaver.allowCloudRetry) + } + + @Test + func balancedNeverDowngradesToMaxContext() { + let contract = TurboQuantFallbackContract.productDefault(for: .balanced) + + let modes = contract.shorterContextDowngradePath().map(\.mode) + + #expect(modes == [.balanced, .batterySaver]) + #expect(!modes.contains(.maxContext)) + #expect(contract.shorterContextDowngradePath().allSatisfy { !$0.downgradeReason.isEmpty }) + #expect(contract.shorterContextDowngradePath().allSatisfy { !$0.userFacingMessage.isEmpty }) + } + + @Test + func maxContextShorterCanDowngradeToBalancedShorter() { + let contract = TurboQuantFallbackContract.productDefault(for: .maxContext) + + let path = contract.shorterContextDowngradePath() + + #expect(path.map(\.mode) == [.maxContext, .balanced, .batterySaver]) + #expect(path.allSatisfy { $0.requiresShorterContext }) + #expect(path.contains { $0.mode == .balanced && $0.reason == .balancedShorterContext }) + } + + @Test + func cloudRetryRequiresExplicitPolicy() { + let productDefault = TurboQuantFallbackContract.productDefault(for: .balanced) + let explicitlyAllowed = TurboQuantFallbackContract.productDefault( + for: .balanced, + allowCloudRetry: true + ) + + #expect(!productDefault.allowCloudRetry) + #expect(explicitlyAllowed.allowCloudRetry) + } + + @Test + func fullDecodedFallbackRequiresExplicitBudget() { + var contract = TurboQuantFallbackContract.productDefault(for: .balanced) + #expect(!contract.permitsFullDecodedFallback(budgetedDecodedFallbackBytes: 1)) + + contract.allowFullDecodedFallback = true + contract.reserveBytes = 1_024 + + #expect(!contract.permitsFullDecodedFallback(budgetedDecodedFallbackBytes: 0)) + #expect(!contract.permitsFullDecodedFallback(budgetedDecodedFallbackBytes: 2_048)) + #expect(contract.permitsFullDecodedFallback(budgetedDecodedFallbackBytes: 1_024)) + } + + @Test + func hashesTrackPolicyAndReserveChanges() { + let baseline = TurboQuantFallbackContract.productDefault(for: .balanced, reserveBytes: 1_024) + var flagChanged = baseline + flagChanged.allowDecodedLayerLocalFallback = false + + var reserveChanged = baseline + reserveChanged.reserveBytes = 2_048 + + #expect(flagChanged.contractHash != baseline.contractHash) + #expect(flagChanged.policyHash != baseline.policyHash) + #expect(reserveChanged.contractHash != baseline.contractHash) + #expect(reserveChanged.policyHash == baseline.policyHash) + } + + @Test + func hashesAreStableSha256HexStrings() { + let first = TurboQuantFallbackContract.productDefault(for: .balanced) + let second = TurboQuantFallbackContract.productDefault(for: .balanced) + + #expect(first.contractHash == second.contractHash) + #expect(first.policyHash == second.policyHash) + #expect(first.contractHash.count == 64) + #expect(first.policyHash.count == 64) + #expect(first.contractHash.allSatisfy { $0.isHexDigit }) + #expect(first.policyHash.allSatisfy { $0.isHexDigit }) + } +} diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index 5914066..a79ec96 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -18,11 +18,13 @@ Related Pines repo: ## Observed branches and commits +Updated during W25 Wave 0 reconciliation on 2026-05-25. + | Repo | Branch | Observed HEAD | Dirty state | | --- | --- | --- | --- | -| `pines` | `codex/local-runtime-hardening` | `3c21a2d2ae9d2062881990f9529a916bbfa85571` | unrelated artifact workspace files are modified locally and were not included in this pin promotion | -| `mlx-swift` | `codex/turboquant-core-completion` | `a90b1097df45e4e70b6e0bb367624f8f5857970b` | nested `Source/Cmlx/mlx`, `Source/Cmlx/mlx-c` modified before this doc pass | -| `mlx-swift-lm` | `codex/turboquant-completion-hardening` | `af28d8a0e28a5f7d8a012ed66a1470ac00c6f20c` | clean before this doc pass | +| `pines` | `codex/local-runtime-hardening` | `a198517b9a41634368b4af5bbb362941ec1eac6f` | clean in the W25 worker worktree | +| `mlx-swift` | `codex/turboquant-core-completion` | `bd98906c0cea1974f0095824d37e541b77b0f1eb` | clean in the W1 worker worktree | +| `mlx-swift-lm` | `codex/turboquant-completion-hardening` | `9f831caeccfe5e80858e0377e86d784e08821137` | clean in the W4 worker worktree | ## Observed Pines pins @@ -30,17 +32,23 @@ Related Pines repo: | Package | Revision | | --- | --- | -| `MLXSwift` | `a90b1097df45e4e70b6e0bb367624f8f5857970b` | -| `MLXSwiftLM` | `af28d8a0e28a5f7d8a012ed66a1470ac00c6f20c` | +| `MLXSwift` | `cbea339ac81d701ea24df1bdc8b3008bcb99945a` | +| `MLXSwiftLM` | `86b5d6bb1c0192f3b229a8b2c08fab59a918957b` | + +The generated Xcode package resolution at +`Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved` +lists the same `MLXSwift` and `MLXSwiftLM` revisions as `project.yml`. -`pines/docs/TURBOQUANT.md` now lists the same current-pin pair: +`pines/docs/TURBOQUANT.md` currently lists a different older pair: | Package | Revision listed in `docs/TURBOQUANT.md` | | --- | --- | | `MLXSwift` | `a90b1097df45e4e70b6e0bb367624f8f5857970b` | | `MLXSwiftLM` | `af28d8a0e28a5f7d8a012ed66a1470ac00c6f20c` | -Keeping `docs/TURBOQUANT.md`, `project.yml`, and the generated Xcode project synchronized is part of the release-train gate whenever the compatibility pair changes. +This is documentation drift only in Wave 0. W25 records it; W0/INT-2A/INT-2B own any +compatibility-pair or pin-state promotion, and production pin movement must wait for +the later compatibility validation gates. ## Observed LM attention safety state @@ -99,12 +107,12 @@ The following are not complete and remain release blockers for the long-context P0 blockers: 1. Product-path fatal removal or product-path avoidance in `mlx-swift-lm`. -2. Cross-repo contracts and Pines shims. -3. Mode/fallback contract. +2. `TurboQuantStorageEstimate` or an explicitly declared replacement storage-estimate contract in `mlx-swift`. +3. Mode/fallback contract, including fallback-contract hashing. 4. Admission service. 5. RunDecision ledger. 6. Runtime bridge integration. -7. Compatibility-pair validation. +7. Compatibility-pair validation and pin/document synchronization. ## Current-state update procedure diff --git a/docs/turboquant-implementation/02-schema-registry.md b/docs/turboquant-implementation/02-schema-registry.md index 3a55f0a..0d05854 100644 --- a/docs/turboquant-implementation/02-schema-registry.md +++ b/docs/turboquant-implementation/02-schema-registry.md @@ -211,9 +211,14 @@ public enum LocalInferenceFailureKind: String, Codable, Sendable { case modelProfileUnverified case modelProfileMismatch case unsupportedAttentionShape + case unsupportedAttentionMask + case unsupportedTensorDType + case cacheLayoutInvalid + case cacheLifecycleInvalid case contextWindowExceeded case snapshotInvalid case snapshotCorrupt + case schemaIncompatible case mlxRuntimeFailure case cloudRouteDisallowed } diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 990704d..85e7f4e 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -4,19 +4,19 @@ "pines": { "repo": "pines", "branch": "codex/local-runtime-hardening", - "commit": "78b210f5389e17479ecab2d2a0fbf161f5447b04", - "dirtyAtValidation": true + "commit": "a198517b9a41634368b4af5bbb362941ec1eac6f", + "dirtyAtValidation": false }, "mlxSwift": { "repo": "mlx-swift", "branch": "codex/turboquant-core-completion", - "commit": "a90b1097df45e4e70b6e0bb367624f8f5857970b", - "dirtyAtValidation": true + "commit": "bd98906c0cea1974f0095824d37e541b77b0f1eb", + "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "codex/turboquant-completion-hardening", - "commit": "af28d8a0e28a5f7d8a012ed66a1470ac00c6f20c", + "commit": "9f831caeccfe5e80858e0377e86d784e08821137", "dirtyAtValidation": false }, "schemaSet": { @@ -46,14 +46,14 @@ { "repo": "pines", "command": "swift test --disable-automatic-resolution", - "result": "passed", - "notes": "" + "result": "pending", + "notes": "Reset during Wave 0 reconciliation for the updated pending pair." }, { "repo": "pines", "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", - "result": "passed", - "notes": "" + "result": "pending", + "notes": "Reset during Wave 0 reconciliation for the updated pending pair." }, { "repo": "pines", @@ -114,6 +114,8 @@ }, "notes": [ "Pending validation. Do not use this file as production evidence until status is green.", - "Pines project pins and docs/TURBOQUANT.md name the same MLX pair on the compatibility branch." + "Wave 0 reconciliation updated this manifest to the current integration branch heads.", + "This manifest is not a production pin promotion.", + "Pines project pins and docs/TURBOQUANT.md require later W0/INT-2A reconciliation before this pair can turn green." ] } From 3f979581904c3993a355f4f8e1e5fe7ab9d38d75 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 08:17:55 +0200 Subject: [PATCH 02/80] Resolve TurboQuant Wave 0 blockers --- .../00-current-state.md | 50 +++++++++++-------- .../02-schema-registry.md | 14 +++--- .../04-mode-fallback-contract.md | 2 +- .../05-memory-admission-calibration.md | 18 +++---- .../07-benchmark-evidence.md | 4 +- .../08-worker-ownership.md | 6 +-- .../compatibility-pair.json | 43 ++++++++++++---- 7 files changed, 84 insertions(+), 53 deletions(-) diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index a79ec96..faf7341 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -22,9 +22,9 @@ Updated during W25 Wave 0 reconciliation on 2026-05-25. | Repo | Branch | Observed HEAD | Dirty state | | --- | --- | --- | --- | -| `pines` | `codex/local-runtime-hardening` | `a198517b9a41634368b4af5bbb362941ec1eac6f` | clean in the W25 worker worktree | -| `mlx-swift` | `codex/turboquant-core-completion` | `bd98906c0cea1974f0095824d37e541b77b0f1eb` | clean in the W1 worker worktree | -| `mlx-swift-lm` | `codex/turboquant-completion-hardening` | `9f831caeccfe5e80858e0377e86d784e08821137` | clean in the W4 worker worktree | +| `pines` | `codex/local-runtime-hardening` | `2956939fdcf584f4988dd7dc3bd67f8e5bc0cddf` | clean before this blocker-resolution doc update | +| `mlx-swift` | `codex/turboquant-core-completion` | `f3fe58109faf2b0a74405df321a8474df8803da8` | pushed to origin | +| `mlx-swift-lm` | `codex/turboquant-completion-hardening` | `a1628c8a64b3258b122fa05fd4007e6dfd54cc3d` | pushed to origin | ## Observed Pines pins @@ -50,21 +50,22 @@ This is documentation drift only in Wave 0. W25 records it; W0/INT-2A/INT-2B own compatibility-pair or pin-state promotion, and production pin movement must wait for the later compatibility validation gates. -## Observed LM attention safety state +## Resolved Wave 0 blocker state -`mlx-swift-lm/Libraries/MLXLMCommon/AttentionUtils.swift` currently has: +The Wave 0 blocker pass resolved the four pre-Wave-1 ambiguity points: -- a throwing attention path; -- typed-ish TurboQuant attention errors; -- no obvious all-zero fallback in the inspected path; -- deprecated non-throwing wrappers that still call `fatalError` when failures cannot be represented semantically. +1. `mlx-swift` now has explicit storage-estimate symbols in `Source/MLX/TurboQuantStorageEstimate.swift`. +2. `mlx-swift` now has the public contract surface in `Source/MLX/TurboQuantContracts.swift`, with compatibility aliases for `RejectedTurboQuantPath` and the path-specific capability names used by Wave 1 docs. +3. `mlx-swift-lm` now has `TurboQuantRuntimeFailure.swift` and a regression proving TurboQuant generation rejects non-throwing models before `prepare`, `newCache`, or runtime attention can run. +4. Pines reuses the existing `TurboQuantUserMode`, `TurboQuantAttentionPath`, `RuntimeQuantizationDiagnostics`, and `RuntimeTypes.swift` DTOs rather than introducing duplicate `Local*` packet types. +5. Pines has `TurboQuantFallbackContract` with canonical SHA-256 `contractHash` and `policyHash`. -The P0 safety target remains: +`mlx-swift-lm/Libraries/MLXLMCommon/AttentionUtils.swift` still retains deprecated non-throwing compatibility wrappers. Those wrappers are not the TurboQuant product-generation path. The production gate is: -1. no Pines-facing product call site uses non-throwing wrappers; -2. no product path can fatal on TurboQuant failure; -3. failure maps to typed runtime errors; -4. no product path returns zero or guessed tensors. +1. `GenerateParameters.kvCacheStrategy == .turboQuant` requires `ThrowingLanguageModel`. +2. Non-throwing models fail with `TurboQuantGenerationError.modelRequiresThrowingAttention`. +3. Typed throwing model paths propagate `TurboQuantRuntimeFailure`. +4. No product path returns zero or guessed tensors as a substitute for failed TurboQuant attention. ## Implemented Pines foundation @@ -104,15 +105,20 @@ The following are not complete and remain release blockers for the long-context ## Immediate implementation blockers -P0 blockers: +Closed Wave 0 blockers: -1. Product-path fatal removal or product-path avoidance in `mlx-swift-lm`. -2. `TurboQuantStorageEstimate` or an explicitly declared replacement storage-estimate contract in `mlx-swift`. -3. Mode/fallback contract, including fallback-contract hashing. -4. Admission service. -5. RunDecision ledger. -6. Runtime bridge integration. -7. Compatibility-pair validation and pin/document synchronization. +1. Product-path fatal avoidance in `mlx-swift-lm`. +2. Explicit `TurboQuantStorageEstimate` in `mlx-swift`. +3. Explicit `TurboQuantContracts.swift` in `mlx-swift`. +4. Pines type-family decision: reuse existing `TurboQuant*` DTOs. +5. Mode/fallback contract hashing in Pines. + +Remaining Wave 1+ implementation work: + +1. Admission service. +2. RunDecision ledger integration. +3. Runtime bridge integration. +4. Full compatibility-pair validation and pin/document synchronization. ## Current-state update procedure diff --git a/docs/turboquant-implementation/02-schema-registry.md b/docs/turboquant-implementation/02-schema-registry.md index 0d05854..6a49f94 100644 --- a/docs/turboquant-implementation/02-schema-registry.md +++ b/docs/turboquant-implementation/02-schema-registry.md @@ -98,10 +98,10 @@ public struct LocalRuntimeAdmissionPlan: Codable, Sendable { public var requestedContextTokens: Int public var admittedContextTokens: Int public var reservedCompletionTokens: Int - public var selectedMode: LocalAIUserMode + public var selectedMode: TurboQuantUserMode public var selectedKVStrategy: KVCacheStrategy - public var selectedAttentionPath: LocalTurboQuantAttentionPath? - public var fallbackContract: LocalFallbackContract + public var selectedAttentionPath: TurboQuantAttentionPath? + public var fallbackContract: TurboQuantFallbackContract public var memoryZones: RuntimeMemoryZones public var memoryCushionBytes: Int64 public var calibrationApplied: RuntimeMemoryCalibrationSummary? @@ -155,8 +155,8 @@ public struct TurboQuantRunDecision: Codable, Sendable { public var schemaVersion: Int public var compatibilityPairID: String? public var admission: LocalRuntimeAdmissionPlan? - public var selectedAttentionPath: LocalTurboQuantAttentionPath? - public var rejectedPaths: [LocalRejectedTurboQuantPath] + public var selectedAttentionPath: TurboQuantAttentionPath? + public var rejectedPaths: [String] public var cacheLifecycle: String? public var actualKeyBitsPerValue: Double? public var actualValueBitsPerValue: Double? @@ -282,12 +282,12 @@ public struct RuntimeProfileEvidence: Codable, Sendable, Identifiable { public var deviceClass: DevicePerformanceClass public var hardwareModel: String? public var osBuild: String - public var userMode: LocalAIUserMode + public var userMode: TurboQuantUserMode public var turboQuantPreset: String? public var valueBits: Int? public var groupSize: Int? public var layoutVersion: Int? - public var activeAttentionPath: LocalTurboQuantAttentionPath? + public var activeAttentionPath: TurboQuantAttentionPath? public var admittedContextTokens: Int public var peakMemoryBytes: Int64 public var promptTokensPerSecond: Double? diff --git a/docs/turboquant-implementation/04-mode-fallback-contract.md b/docs/turboquant-implementation/04-mode-fallback-contract.md index ac72a32..11de1e3 100644 --- a/docs/turboquant-implementation/04-mode-fallback-contract.md +++ b/docs/turboquant-implementation/04-mode-fallback-contract.md @@ -37,7 +37,7 @@ Rules: ## Fallback contract type ```swift -public struct LocalFallbackContract: Codable, Sendable { +public struct TurboQuantFallbackContract: Codable, Sendable { public var allowPackedFallback: Bool public var allowDecodedLayerLocalFallback: Bool public var allowFullDecodedFallback: Bool diff --git a/docs/turboquant-implementation/05-memory-admission-calibration.md b/docs/turboquant-implementation/05-memory-admission-calibration.md index 1edb7d2..b01192b 100644 --- a/docs/turboquant-implementation/05-memory-admission-calibration.md +++ b/docs/turboquant-implementation/05-memory-admission-calibration.md @@ -66,13 +66,13 @@ public struct LocalRuntimeAdmissionRequest: Codable, Sendable { public var parameterCount: Int64? public var requestedContextTokens: Int public var reservedCompletionTokens: Int - public var userMode: LocalAIUserMode - public var fallbackContract: LocalFallbackContract + public var userMode: TurboQuantUserMode + public var fallbackContract: TurboQuantFallbackContract public var deviceClass: DevicePerformanceClass public var hardwareModel: String? public var osBuild: String public var memoryCounters: RuntimeMemoryCounters - public var turboQuantCapabilities: LocalTurboQuantCapabilities? + public var quantizationDiagnostics: RuntimeQuantizationDiagnostics? public var profileEvidence: RuntimeProfileEvidence? public var calibration: RuntimeMemoryCalibration? public var contextAssemblyPlan: ContextAssemblyPlan? @@ -88,10 +88,10 @@ public struct LocalRuntimeAdmissionPlan: Codable, Sendable { public var requestedContextTokens: Int public var admittedContextTokens: Int public var reservedCompletionTokens: Int - public var selectedMode: LocalAIUserMode + public var selectedMode: TurboQuantUserMode public var selectedKVStrategy: KVCacheStrategy - public var selectedAttentionPath: LocalTurboQuantAttentionPath? - public var fallbackContract: LocalFallbackContract + public var selectedAttentionPath: TurboQuantAttentionPath? + public var fallbackContract: TurboQuantFallbackContract public var memoryZones: RuntimeMemoryZones public var memoryCushionBytes: Int64 public var calibrationApplied: RuntimeMemoryCalibrationSummary? @@ -139,8 +139,8 @@ public struct RuntimeMemoryCalibrationSample: Codable, Sendable { public var modelID: String public var modelRevision: String? public var deviceClass: DevicePerformanceClass - public var userMode: LocalAIUserMode - public var attentionPath: LocalTurboQuantAttentionPath? + public var userMode: TurboQuantUserMode + public var attentionPath: TurboQuantAttentionPath? public var requestedContextTokens: Int public var admittedContextTokens: Int public var estimatedCompressedKVBytes: Int64 @@ -177,7 +177,7 @@ public struct RuntimeMemoryCalibration: Codable, Sendable { public var schemaVersion: Int public var deviceClass: DevicePerformanceClass public var modelFamily: String - public var attentionPath: LocalTurboQuantAttentionPath + public var attentionPath: TurboQuantAttentionPath public var sampleCount: Int public var estimatedToActualPeakRatioP95: Double public var scratchMultiplier: Double diff --git a/docs/turboquant-implementation/07-benchmark-evidence.md b/docs/turboquant-implementation/07-benchmark-evidence.md index 99cf712..b91309e 100644 --- a/docs/turboquant-implementation/07-benchmark-evidence.md +++ b/docs/turboquant-implementation/07-benchmark-evidence.md @@ -64,13 +64,13 @@ Runtime: ```swift public struct TurboQuantBenchmarkRuntime: Codable, Sendable { - public var userMode: LocalAIUserMode + public var userMode: TurboQuantUserMode public var fallbackContractHash: String public var preset: String? public var valueBits: Int? public var groupSize: Int? public var layoutVersion: Int? - public var attentionPath: LocalTurboQuantAttentionPath? + public var attentionPath: TurboQuantAttentionPath? public var kernelProfile: String? public var admittedContextTokens: Int public var reservedCompletionTokens: Int diff --git a/docs/turboquant-implementation/08-worker-ownership.md b/docs/turboquant-implementation/08-worker-ownership.md index 4175f2f..c6d6a43 100644 --- a/docs/turboquant-implementation/08-worker-ownership.md +++ b/docs/turboquant-implementation/08-worker-ownership.md @@ -128,9 +128,9 @@ These workers are intentionally serialized. They should not run concurrently wit | `Libraries/MLXLMCommon/AttentionUtils.swift` | W4 | | `Libraries/MLXLMCommon/TurboQuantKVCache.swift` | W5 / W14A | | LM profile JSON | W6 | -| `LocalTurboQuantTypes.swift` | W7 | -| `LocalAIUserMode.swift` | W24 | -| `LocalFallbackContract.swift` | W24 | +| existing `RuntimeTypes.swift` TurboQuant DTOs | W7 | +| existing `RuntimeTypes.swift` `TurboQuantUserMode` | W24 | +| `TurboQuantFallbackContract.swift` | W24 | | `LocalRuntimeAdmissionService.swift` | W8 | | `RuntimeMemoryZones.swift` | W8 | | `TurboQuantRunDecision.swift` | W9 | diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 85e7f4e..974b4c6 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -4,19 +4,19 @@ "pines": { "repo": "pines", "branch": "codex/local-runtime-hardening", - "commit": "a198517b9a41634368b4af5bbb362941ec1eac6f", + "commit": "2956939fdcf584f4988dd7dc3bd67f8e5bc0cddf", "dirtyAtValidation": false }, "mlxSwift": { "repo": "mlx-swift", "branch": "codex/turboquant-core-completion", - "commit": "bd98906c0cea1974f0095824d37e541b77b0f1eb", + "commit": "f3fe58109faf2b0a74405df321a8474df8803da8", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "codex/turboquant-completion-hardening", - "commit": "9f831caeccfe5e80858e0377e86d784e08821137", + "commit": "a1628c8a64b3258b122fa05fd4007e6dfd54cc3d", "dirtyAtValidation": false }, "schemaSet": { @@ -37,6 +37,30 @@ }, "validatedAt": null, "validationCommands": [ + { + "repo": "pines", + "command": "swift test --filter 'turboQuant|localInference|versionedEnvelope'", + "result": "passed", + "notes": "Wave 0 targeted schema/failure tests passed after blocker-resolution docs." + }, + { + "repo": "pines", + "command": "swift test --filter TurboQuantFallbackContractTests", + "result": "passed", + "notes": "Wave 0 targeted fallback-contract tests passed after blocker-resolution docs." + }, + { + "repo": "mlx-swift", + "command": "swift test --filter TurboQuantContractsTests", + "result": "passed", + "notes": "Wave 0 targeted contract tests passed after explicit TurboQuantContracts.swift split." + }, + { + "repo": "mlx-swift-lm", + "command": "swift test --filter TurboQuantRuntimeFailureTests", + "result": "passed", + "notes": "Wave 0 targeted runtime-failure tests passed, including non-throwing model rejection before runtime attention." + }, { "repo": "pines", "command": "swift build --disable-automatic-resolution", @@ -95,15 +119,15 @@ "signoffs": { "mlxCoreContracts": { "required": true, - "approvedBy": null, - "approvedAt": null, - "notes": "" + "approvedBy": "Codex", + "approvedAt": "2026-05-25T06:14:08Z", + "notes": "Explicit TurboQuantContracts.swift, TurboQuantStorageEstimate.swift, Codable tests, and compatibility aliases are present." }, "lmTypedErrors": { "required": true, - "approvedBy": null, - "approvedAt": null, - "notes": "" + "approvedBy": "Codex", + "approvedAt": "2026-05-25T06:14:02Z", + "notes": "TurboQuantRuntimeFailure is present and product TurboQuant generation rejects non-throwing models before runtime attention." }, "pinesBridgeIntegration": { "required": true, @@ -115,6 +139,7 @@ "notes": [ "Pending validation. Do not use this file as production evidence until status is green.", "Wave 0 reconciliation updated this manifest to the current integration branch heads.", + "Wave 0 blockers resolved: core contracts are in explicit files, LM typed errors are present, product TurboQuant generation requires throwing models, Pines reuses existing TurboQuant DTOs, and fallback-contract hashes are implemented.", "This manifest is not a production pin promotion.", "Pines project pins and docs/TURBOQUANT.md require later W0/INT-2A reconciliation before this pair can turn green." ] From afe8c1e2a604c3f2199b0ccc5a64f90038cd76ed Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 08:18:49 +0200 Subject: [PATCH 03/80] Update TurboQuant compatibility pair handoff --- docs/turboquant-implementation/compatibility-pair.json | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 974b4c6..6f364a0 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -4,7 +4,7 @@ "pines": { "repo": "pines", "branch": "codex/local-runtime-hardening", - "commit": "2956939fdcf584f4988dd7dc3bd67f8e5bc0cddf", + "commit": "3f979581904c3993a355f4f8e1e5fe7ab9d38d75", "dirtyAtValidation": false }, "mlxSwift": { @@ -139,6 +139,7 @@ "notes": [ "Pending validation. Do not use this file as production evidence until status is green.", "Wave 0 reconciliation updated this manifest to the current integration branch heads.", + "The Pines commit recorded here is the blocker-resolution docs/control-contract handoff commit; later manifest-only commits may point back to it.", "Wave 0 blockers resolved: core contracts are in explicit files, LM typed errors are present, product TurboQuant generation requires throwing models, Pines reuses existing TurboQuant DTOs, and fallback-contract hashes are implemented.", "This manifest is not a production pin promotion.", "Pines project pins and docs/TURBOQUANT.md require later W0/INT-2A reconciliation before this pair can turn green." From c80ec2a6603d7804c28f7c25c1b40c5b2af27581 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 10:28:43 +0200 Subject: [PATCH 04/80] Add TurboQuant Wave 1 control plane --- .../Inference/LocalRuntimeAdmission.swift | 305 ++++++++++++++++++ .../Inference/RuntimeMemoryCalibration.swift | 211 ++++++++++++ .../Inference/RuntimeMemoryZones.swift | 91 ++++++ .../Inference/RuntimeProfileEvidence.swift | 143 ++++++++ .../Inference/TurboQuantQualityGate.swift | 111 +++++++ .../Inference/TurboQuantRunDecision.swift | 78 +++++ .../TurboQuantWave1ControlPlaneTests.swift | 146 +++++++++ .../Wave1-changelog.md | 101 ++++++ 8 files changed, 1186 insertions(+) create mode 100644 Sources/PinesCore/Inference/LocalRuntimeAdmission.swift create mode 100644 Sources/PinesCore/Inference/RuntimeMemoryCalibration.swift create mode 100644 Sources/PinesCore/Inference/RuntimeMemoryZones.swift create mode 100644 Sources/PinesCore/Inference/RuntimeProfileEvidence.swift create mode 100644 Sources/PinesCore/Inference/TurboQuantQualityGate.swift create mode 100644 Sources/PinesCore/Inference/TurboQuantRunDecision.swift create mode 100644 Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift create mode 100644 docs/turboquant-implementation/Wave1-changelog.md diff --git a/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift b/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift new file mode 100644 index 0000000..a4a65f9 --- /dev/null +++ b/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift @@ -0,0 +1,305 @@ +import Foundation + +public struct LocalRuntimeAdmissionRequest: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var modelID: String + public var modelRevision: String? + public var parameterCount: Int64? + public var requestedContextTokens: Int + public var reservedCompletionTokens: Int + public var userMode: TurboQuantUserMode + public var fallbackContract: TurboQuantFallbackContract + public var deviceClass: DevicePerformanceClass + public var hardwareModel: String? + public var osBuild: String + public var memoryCounters: RuntimeMemoryCounters + public var quantizationDiagnostics: RuntimeQuantizationDiagnostics? + public var profileEvidence: RuntimeProfileEvidence? + public var calibration: RuntimeMemoryCalibration? + public var estimatedModelWeightsBytes: Int64? + public var compressedKVBytesPerToken: Int64 + public var rawShadowBytes: Int64 + public var packedFallbackBytesPerToken: Int64 + public var decodedFallbackScratchBytes: Int64 + public var vaultIndexBytes: Int64 + public var promptBufferBytes: Int64 + public var metalScratchReserveBytes: Int64 + public var uiReserveBytes: Int64 + public var contextAssemblyPlanID: String? + + public init( + schemaVersion: Int = Self.schemaVersion, + modelID: String, + modelRevision: String? = nil, + parameterCount: Int64? = nil, + requestedContextTokens: Int, + reservedCompletionTokens: Int, + userMode: TurboQuantUserMode, + fallbackContract: TurboQuantFallbackContract, + deviceClass: DevicePerformanceClass, + hardwareModel: String? = nil, + osBuild: String, + memoryCounters: RuntimeMemoryCounters, + quantizationDiagnostics: RuntimeQuantizationDiagnostics? = nil, + profileEvidence: RuntimeProfileEvidence? = nil, + calibration: RuntimeMemoryCalibration? = nil, + estimatedModelWeightsBytes: Int64? = nil, + compressedKVBytesPerToken: Int64, + rawShadowBytes: Int64 = 0, + packedFallbackBytesPerToken: Int64 = 0, + decodedFallbackScratchBytes: Int64 = 0, + vaultIndexBytes: Int64 = 0, + promptBufferBytes: Int64 = 0, + metalScratchReserveBytes: Int64 = 0, + uiReserveBytes: Int64 = 0, + contextAssemblyPlanID: String? = nil + ) { + self.schemaVersion = schemaVersion + self.modelID = modelID + self.modelRevision = modelRevision + self.parameterCount = parameterCount + self.requestedContextTokens = max(0, requestedContextTokens) + self.reservedCompletionTokens = max(0, reservedCompletionTokens) + self.userMode = userMode + self.fallbackContract = fallbackContract + self.deviceClass = deviceClass + self.hardwareModel = hardwareModel + self.osBuild = osBuild + self.memoryCounters = memoryCounters + self.quantizationDiagnostics = quantizationDiagnostics + self.profileEvidence = profileEvidence + self.calibration = calibration + self.estimatedModelWeightsBytes = estimatedModelWeightsBytes.map { max(0, $0) } + self.compressedKVBytesPerToken = max(0, compressedKVBytesPerToken) + self.rawShadowBytes = max(0, rawShadowBytes) + self.packedFallbackBytesPerToken = max(0, packedFallbackBytesPerToken) + self.decodedFallbackScratchBytes = max(0, decodedFallbackScratchBytes) + self.vaultIndexBytes = max(0, vaultIndexBytes) + self.promptBufferBytes = max(0, promptBufferBytes) + self.metalScratchReserveBytes = max(0, metalScratchReserveBytes) + self.uiReserveBytes = max(0, uiReserveBytes) + self.contextAssemblyPlanID = contextAssemblyPlanID + } +} + +public struct LocalRuntimeAdmissionPlan: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var admitted: Bool + public var requestedContextTokens: Int + public var admittedContextTokens: Int + public var reservedCompletionTokens: Int + public var selectedMode: TurboQuantUserMode + public var selectedKVStrategy: KVCacheStrategy + public var selectedAttentionPath: TurboQuantAttentionPath? + public var fallbackContract: TurboQuantFallbackContract + public var memoryZones: RuntimeMemoryZones + public var memoryCushionBytes: Int64 + public var calibrationApplied: RuntimeMemoryCalibrationSummary? + public var downgradeReason: String? + public var rejectionReason: String? + public var userFacingMessage: String + + public init( + schemaVersion: Int = Self.schemaVersion, + admitted: Bool, + requestedContextTokens: Int, + admittedContextTokens: Int, + reservedCompletionTokens: Int, + selectedMode: TurboQuantUserMode, + selectedKVStrategy: KVCacheStrategy, + selectedAttentionPath: TurboQuantAttentionPath?, + fallbackContract: TurboQuantFallbackContract, + memoryZones: RuntimeMemoryZones, + memoryCushionBytes: Int64, + calibrationApplied: RuntimeMemoryCalibrationSummary? = nil, + downgradeReason: String? = nil, + rejectionReason: String? = nil, + userFacingMessage: String + ) { + self.schemaVersion = schemaVersion + self.admitted = admitted + self.requestedContextTokens = max(0, requestedContextTokens) + self.admittedContextTokens = max(0, admittedContextTokens) + self.reservedCompletionTokens = max(0, reservedCompletionTokens) + self.selectedMode = selectedMode + self.selectedKVStrategy = selectedKVStrategy + self.selectedAttentionPath = selectedAttentionPath + self.fallbackContract = fallbackContract + self.memoryZones = memoryZones + self.memoryCushionBytes = memoryCushionBytes + self.calibrationApplied = calibrationApplied + self.downgradeReason = downgradeReason + self.rejectionReason = rejectionReason + self.userFacingMessage = userFacingMessage + } + + public var validationErrors: [String] { + var errors: [String] = [] + if !admitted, rejectionReason?.isEmpty != false { + errors.append("rejected admission plan requires rejectionReason") + } + if admittedContextTokens > requestedContextTokens { + errors.append("admittedContextTokens cannot exceed requestedContextTokens") + } + if fallbackContract.reserveBytes == 0 + && (fallbackContract.allowPackedFallback + || fallbackContract.allowDecodedLayerLocalFallback + || fallbackContract.allowFullDecodedFallback) + { + errors.append("fallback-enabled admission plan requires nonzero reserve") + } + if !memoryZones.totalMatchesZones { + errors.append("memory zone total must equal zone sum") + } + return errors + } +} + +public struct LocalRuntimeAdmissionService: Sendable { + public init() {} + + public func admit(_ request: LocalRuntimeAdmissionRequest) -> LocalRuntimeAdmissionPlan { + let availableMemory = max(0, request.memoryCounters.availableMemoryBytes ?? 0) + let calibration = request.calibration?.isStale() == false ? request.calibration : nil + let calibrationMultiplier = calibration?.admissionMultiplier ?? 1 + let calibrationSummary = calibration.map(RuntimeMemoryCalibrationSummary.init) + + let primary = candidatePlan( + request: request, + mode: request.userMode, + contextTokens: request.requestedContextTokens, + fallbackContract: request.fallbackContract, + availableMemory: availableMemory, + calibrationMultiplier: calibrationMultiplier, + calibrationSummary: calibrationSummary, + downgradeReason: nil + ) + if primary.admitted { + return primary + } + + for downgrade in request.fallbackContract.shorterContextDowngradePath() { + let context = downgradedContextTokens(request.requestedContextTokens, for: downgrade.mode) + let fallback = TurboQuantFallbackContract.productDefault( + for: downgrade.mode, + allowCloudRetry: request.fallbackContract.allowCloudRetry + ) + let plan = candidatePlan( + request: request, + mode: downgrade.mode, + contextTokens: context, + fallbackContract: fallback, + availableMemory: availableMemory, + calibrationMultiplier: calibrationMultiplier, + calibrationSummary: calibrationSummary, + downgradeReason: downgrade.downgradeReason + ) + if plan.admitted { + return plan + } + } + + return primary + } + + private func candidatePlan( + request: LocalRuntimeAdmissionRequest, + mode: TurboQuantUserMode, + contextTokens: Int, + fallbackContract: TurboQuantFallbackContract, + availableMemory: Int64, + calibrationMultiplier: Double, + calibrationSummary: RuntimeMemoryCalibrationSummary?, + downgradeReason: String? + ) -> LocalRuntimeAdmissionPlan { + let zones = memoryZones( + request: request, + contextTokens: contextTokens, + fallbackContract: fallbackContract, + availableMemory: availableMemory, + calibrationSummary: calibrationSummary + ) + let plannedWithoutSafety = max(0, zones.totalPlannedBytes - zones.safetyReserveBytes) + let required = Int64((Double(plannedWithoutSafety) * calibrationMultiplier).rounded(.up)) + + zones.safetyReserveBytes + let cushion = availableMemory - required + let admitted = availableMemory > 0 && cushion >= 0 + let rejectionReason = admitted ? nil : LocalInferenceFailureKind.memoryAdmissionFailed.rawValue + let selectedPath = + request.quantizationDiagnostics?.activeAttentionPath + ?? request.profileEvidence?.activeAttentionPath + + return LocalRuntimeAdmissionPlan( + admitted: admitted, + requestedContextTokens: request.requestedContextTokens, + admittedContextTokens: admitted ? contextTokens : 0, + reservedCompletionTokens: request.reservedCompletionTokens, + selectedMode: mode, + selectedKVStrategy: admitted ? .turboQuant : .none, + selectedAttentionPath: selectedPath, + fallbackContract: fallbackContract, + memoryZones: zones, + memoryCushionBytes: cushion, + calibrationApplied: calibrationSummary, + downgradeReason: admitted ? downgradeReason : nil, + rejectionReason: rejectionReason, + userFacingMessage: admitted + ? "Local context admitted for \(mode.displayName)." + : LocalInferenceFailureMatrix.rulesByKind[.memoryAdmissionFailed]?.productMessage + ?? "This context needs more memory than is safely available." + ) + } + + private func memoryZones( + request: LocalRuntimeAdmissionRequest, + contextTokens: Int, + fallbackContract: TurboQuantFallbackContract, + availableMemory: Int64, + calibrationSummary: RuntimeMemoryCalibrationSummary? + ) -> RuntimeMemoryZones { + let safetyReserve = max(512 * 1_024 * 1_024, availableMemory / 5) + let modelWeights = request.estimatedModelWeightsBytes + ?? request.memoryCounters.processResidentMemoryBytes + ?? request.memoryCounters.processPhysicalFootprintBytes + ?? 0 + let compressedKV = Int64(contextTokens) * request.compressedKVBytesPerToken + let packedFallback = + fallbackContract.allowPackedFallback + ? max(fallbackContract.reserveBytes, Int64(contextTokens) * request.packedFallbackBytesPerToken) + : 0 + let decodedScratch = + (fallbackContract.allowDecodedLayerLocalFallback || fallbackContract.allowFullDecodedFallback) + ? max(request.decodedFallbackScratchBytes, Int64(Double(request.decodedFallbackScratchBytes) * (calibrationSummary?.scratchMultiplier ?? 1))) + : 0 + + return RuntimeMemoryZones( + modelWeightsBytes: modelWeights, + compressedKVBytes: compressedKV, + rawShadowBytes: request.rawShadowBytes, + packedFallbackBytes: packedFallback, + decodedFallbackScratchBytes: decodedScratch, + vaultIndexBytes: request.vaultIndexBytes, + promptBufferBytes: request.promptBufferBytes, + metalScratchReserveBytes: request.metalScratchReserveBytes, + uiReserveBytes: request.uiReserveBytes, + safetyReserveBytes: safetyReserve + ) + } + + private func downgradedContextTokens(_ requested: Int, for mode: TurboQuantUserMode) -> Int { + let divisor: Int + switch mode { + case .maxContext: + divisor = 2 + case .balanced: + divisor = 3 + case .fastest, .batterySaver: + divisor = 4 + } + return max(128, requested / divisor) + } +} diff --git a/Sources/PinesCore/Inference/RuntimeMemoryCalibration.swift b/Sources/PinesCore/Inference/RuntimeMemoryCalibration.swift new file mode 100644 index 0000000..5b760a2 --- /dev/null +++ b/Sources/PinesCore/Inference/RuntimeMemoryCalibration.swift @@ -0,0 +1,211 @@ +import Foundation + +public enum RuntimeMemoryCalibrationOutcome: String, Codable, Sendable, CaseIterable { + case admittedSucceeded + case rejectedBeforeRun + case cancelledMemoryWarning + case fallbackBudgetExceeded + case runtimeFailed + case jetsamSuspected +} + +public struct RuntimeMemoryCalibrationSample: Hashable, Codable, Sendable, Identifiable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var id: UUID + public var compatibilityPairID: String? + public var runOutcome: String + public var rejectionReason: String? + public var modelID: String + public var modelRevision: String? + public var deviceClass: DevicePerformanceClass + public var userMode: TurboQuantUserMode + public var attentionPath: TurboQuantAttentionPath? + public var requestedContextTokens: Int + public var admittedContextTokens: Int + public var estimatedCompressedKVBytes: Int64 + public var actualCompressedKVBytes: Int64? + public var estimatedFallbackBytes: Int64 + public var actualFallbackBytes: Int64? + public var estimatedScratchBytes: Int64 + public var observedPeakMemoryBytes: Int64? + public var availableMemoryAtAdmission: Int64 + public var availableMemoryAtPrefillEnd: Int64? + public var availableMemoryAtDecodeEnd: Int64? + public var memoryWarningsSeen: Int + public var createdAt: Date + + public init( + schemaVersion: Int = Self.schemaVersion, + id: UUID = UUID(), + compatibilityPairID: String? = nil, + runOutcome: String, + rejectionReason: String? = nil, + modelID: String, + modelRevision: String? = nil, + deviceClass: DevicePerformanceClass, + userMode: TurboQuantUserMode, + attentionPath: TurboQuantAttentionPath? = nil, + requestedContextTokens: Int, + admittedContextTokens: Int, + estimatedCompressedKVBytes: Int64, + actualCompressedKVBytes: Int64? = nil, + estimatedFallbackBytes: Int64, + actualFallbackBytes: Int64? = nil, + estimatedScratchBytes: Int64, + observedPeakMemoryBytes: Int64? = nil, + availableMemoryAtAdmission: Int64, + availableMemoryAtPrefillEnd: Int64? = nil, + availableMemoryAtDecodeEnd: Int64? = nil, + memoryWarningsSeen: Int, + createdAt: Date = Date() + ) { + self.schemaVersion = schemaVersion + self.id = id + self.compatibilityPairID = compatibilityPairID + self.runOutcome = runOutcome + self.rejectionReason = rejectionReason + self.modelID = modelID + self.modelRevision = modelRevision + self.deviceClass = deviceClass + self.userMode = userMode + self.attentionPath = attentionPath + self.requestedContextTokens = max(0, requestedContextTokens) + self.admittedContextTokens = max(0, admittedContextTokens) + self.estimatedCompressedKVBytes = max(0, estimatedCompressedKVBytes) + self.actualCompressedKVBytes = actualCompressedKVBytes.map { max(0, $0) } + self.estimatedFallbackBytes = max(0, estimatedFallbackBytes) + self.actualFallbackBytes = actualFallbackBytes.map { max(0, $0) } + self.estimatedScratchBytes = max(0, estimatedScratchBytes) + self.observedPeakMemoryBytes = observedPeakMemoryBytes.map { max(0, $0) } + self.availableMemoryAtAdmission = max(0, availableMemoryAtAdmission) + self.availableMemoryAtPrefillEnd = availableMemoryAtPrefillEnd.map { max(0, $0) } + self.availableMemoryAtDecodeEnd = availableMemoryAtDecodeEnd.map { max(0, $0) } + self.memoryWarningsSeen = max(0, memoryWarningsSeen) + self.createdAt = createdAt + } + + public init( + schemaVersion: Int = Self.schemaVersion, + id: UUID = UUID(), + compatibilityPairID: String? = nil, + runOutcome: RuntimeMemoryCalibrationOutcome, + rejectionReason: String? = nil, + modelID: String, + modelRevision: String? = nil, + deviceClass: DevicePerformanceClass, + userMode: TurboQuantUserMode, + attentionPath: TurboQuantAttentionPath? = nil, + requestedContextTokens: Int, + admittedContextTokens: Int, + estimatedCompressedKVBytes: Int64, + actualCompressedKVBytes: Int64? = nil, + estimatedFallbackBytes: Int64, + actualFallbackBytes: Int64? = nil, + estimatedScratchBytes: Int64, + observedPeakMemoryBytes: Int64? = nil, + availableMemoryAtAdmission: Int64, + availableMemoryAtPrefillEnd: Int64? = nil, + availableMemoryAtDecodeEnd: Int64? = nil, + memoryWarningsSeen: Int, + createdAt: Date = Date() + ) { + self.init( + schemaVersion: schemaVersion, + id: id, + compatibilityPairID: compatibilityPairID, + runOutcome: runOutcome.rawValue, + rejectionReason: rejectionReason, + modelID: modelID, + modelRevision: modelRevision, + deviceClass: deviceClass, + userMode: userMode, + attentionPath: attentionPath, + requestedContextTokens: requestedContextTokens, + admittedContextTokens: admittedContextTokens, + estimatedCompressedKVBytes: estimatedCompressedKVBytes, + actualCompressedKVBytes: actualCompressedKVBytes, + estimatedFallbackBytes: estimatedFallbackBytes, + actualFallbackBytes: actualFallbackBytes, + estimatedScratchBytes: estimatedScratchBytes, + observedPeakMemoryBytes: observedPeakMemoryBytes, + availableMemoryAtAdmission: availableMemoryAtAdmission, + availableMemoryAtPrefillEnd: availableMemoryAtPrefillEnd, + availableMemoryAtDecodeEnd: availableMemoryAtDecodeEnd, + memoryWarningsSeen: memoryWarningsSeen, + createdAt: createdAt + ) + } +} + +public struct RuntimeMemoryCalibration: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var deviceClass: DevicePerformanceClass + public var modelFamily: String + public var attentionPath: TurboQuantAttentionPath + public var sampleCount: Int + public var estimatedToActualPeakRatioP95: Double + public var scratchMultiplier: Double + public var fallbackMultiplier: Double + public var safetyReserveBytes: Int64 + public var staleAfter: Date? + public var updatedAt: Date + + public var admissionMultiplier: Double { + max(1, estimatedToActualPeakRatioP95) + } + + public init( + schemaVersion: Int = Self.schemaVersion, + deviceClass: DevicePerformanceClass, + modelFamily: String, + attentionPath: TurboQuantAttentionPath, + sampleCount: Int, + estimatedToActualPeakRatioP95: Double, + scratchMultiplier: Double, + fallbackMultiplier: Double, + safetyReserveBytes: Int64, + staleAfter: Date? = nil, + updatedAt: Date = Date() + ) { + self.schemaVersion = schemaVersion + self.deviceClass = deviceClass + self.modelFamily = modelFamily + self.attentionPath = attentionPath + self.sampleCount = max(0, sampleCount) + self.estimatedToActualPeakRatioP95 = max(1, estimatedToActualPeakRatioP95) + self.scratchMultiplier = max(1, scratchMultiplier) + self.fallbackMultiplier = max(1, fallbackMultiplier) + self.safetyReserveBytes = max(0, safetyReserveBytes) + self.staleAfter = staleAfter + self.updatedAt = updatedAt + } + + public func isStale(at date: Date = Date()) -> Bool { + guard let staleAfter else { + return false + } + return date >= staleAfter + } +} + +public struct RuntimeMemoryCalibrationSummary: Hashable, Codable, Sendable { + public var sampleCount: Int + public var estimatedToActualPeakRatioP95: Double + public var scratchMultiplier: Double + public var fallbackMultiplier: Double + public var safetyReserveBytes: Int64 + public var updatedAt: Date + + public init(calibration: RuntimeMemoryCalibration) { + self.sampleCount = calibration.sampleCount + self.estimatedToActualPeakRatioP95 = calibration.estimatedToActualPeakRatioP95 + self.scratchMultiplier = calibration.scratchMultiplier + self.fallbackMultiplier = calibration.fallbackMultiplier + self.safetyReserveBytes = calibration.safetyReserveBytes + self.updatedAt = calibration.updatedAt + } +} diff --git a/Sources/PinesCore/Inference/RuntimeMemoryZones.swift b/Sources/PinesCore/Inference/RuntimeMemoryZones.swift new file mode 100644 index 0000000..59cf886 --- /dev/null +++ b/Sources/PinesCore/Inference/RuntimeMemoryZones.swift @@ -0,0 +1,91 @@ +import Foundation + +public struct RuntimeMemoryZones: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var modelWeightsBytes: Int64 + public var compressedKVBytes: Int64 + public var rawShadowBytes: Int64 + public var packedFallbackBytes: Int64 + public var decodedFallbackScratchBytes: Int64 + public var vaultIndexBytes: Int64 + public var promptBufferBytes: Int64 + public var metalScratchReserveBytes: Int64 + public var uiReserveBytes: Int64 + public var safetyReserveBytes: Int64 + public var totalPlannedBytes: Int64 + + public var computedTotalPlannedBytes: Int64 { + modelWeightsBytes + + compressedKVBytes + + rawShadowBytes + + packedFallbackBytes + + decodedFallbackScratchBytes + + vaultIndexBytes + + promptBufferBytes + + metalScratchReserveBytes + + uiReserveBytes + + safetyReserveBytes + } + + public var totalMatchesZones: Bool { + totalPlannedBytes == computedTotalPlannedBytes + } + + public var allZonesAreNonNegative: Bool { + [ + modelWeightsBytes, + compressedKVBytes, + rawShadowBytes, + packedFallbackBytes, + decodedFallbackScratchBytes, + vaultIndexBytes, + promptBufferBytes, + metalScratchReserveBytes, + uiReserveBytes, + safetyReserveBytes, + totalPlannedBytes, + ].allSatisfy { $0 >= 0 } + } + + public init( + schemaVersion: Int = Self.schemaVersion, + modelWeightsBytes: Int64, + compressedKVBytes: Int64, + rawShadowBytes: Int64, + packedFallbackBytes: Int64, + decodedFallbackScratchBytes: Int64, + vaultIndexBytes: Int64, + promptBufferBytes: Int64, + metalScratchReserveBytes: Int64, + uiReserveBytes: Int64, + safetyReserveBytes: Int64, + totalPlannedBytes: Int64? = nil + ) { + self.schemaVersion = schemaVersion + self.modelWeightsBytes = max(0, modelWeightsBytes) + self.compressedKVBytes = max(0, compressedKVBytes) + self.rawShadowBytes = max(0, rawShadowBytes) + self.packedFallbackBytes = max(0, packedFallbackBytes) + self.decodedFallbackScratchBytes = max(0, decodedFallbackScratchBytes) + self.vaultIndexBytes = max(0, vaultIndexBytes) + self.promptBufferBytes = max(0, promptBufferBytes) + self.metalScratchReserveBytes = max(0, metalScratchReserveBytes) + self.uiReserveBytes = max(0, uiReserveBytes) + self.safetyReserveBytes = max(0, safetyReserveBytes) + + let computedTotal = + self.modelWeightsBytes + + self.compressedKVBytes + + self.rawShadowBytes + + self.packedFallbackBytes + + self.decodedFallbackScratchBytes + + self.vaultIndexBytes + + self.promptBufferBytes + + self.metalScratchReserveBytes + + self.uiReserveBytes + + self.safetyReserveBytes + self.totalPlannedBytes = max(0, totalPlannedBytes ?? computedTotal) + } +} diff --git a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift new file mode 100644 index 0000000..7cee12a --- /dev/null +++ b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift @@ -0,0 +1,143 @@ +import Foundation + +public enum RuntimeEvidenceLevel: String, Codable, Sendable, CaseIterable { + case unverified + case smokeTested + case verified + case certified + case revoked + + public var canMakeProductCompatibilityClaim: Bool { + self == .verified || self == .certified + } +} + +public struct RuntimeProfileEvidence: Hashable, Codable, Sendable, Identifiable { + public static let schemaVersion = 1 + + public var id: UUID + public var schemaVersion: Int + public var evidenceLevel: RuntimeEvidenceLevel + public var compatibilityPairID: String + public var modelID: String + public var modelRevision: String? + public var tokenizerHash: String? + public var profileHash: String? + public var fallbackContractHash: String + public var deviceClass: DevicePerformanceClass + public var hardwareModel: String? + public var osBuild: String + public var userMode: TurboQuantUserMode + public var turboQuantPreset: String? + public var valueBits: Int? + public var groupSize: Int? + public var layoutVersion: Int? + public var activeAttentionPath: TurboQuantAttentionPath? + public var admittedContextTokens: Int + public var peakMemoryBytes: Int64 + public var promptTokensPerSecond: Double? + public var decodeTokensPerSecondP50: Double? + public var decodeTokensPerSecondP95: Double? + public var firstTokenLatencyMS: Double? + public var qualityGate: TurboQuantQualityGate + public var memoryCalibrationSampleID: UUID? + public var revokedReason: String? + public var createdAt: Date + + public init( + id: UUID = UUID(), + schemaVersion: Int = Self.schemaVersion, + evidenceLevel: RuntimeEvidenceLevel, + compatibilityPairID: String, + modelID: String, + modelRevision: String? = nil, + tokenizerHash: String? = nil, + profileHash: String? = nil, + fallbackContractHash: String, + deviceClass: DevicePerformanceClass, + hardwareModel: String? = nil, + osBuild: String, + userMode: TurboQuantUserMode, + turboQuantPreset: String? = nil, + valueBits: Int? = nil, + groupSize: Int? = nil, + layoutVersion: Int? = nil, + activeAttentionPath: TurboQuantAttentionPath? = nil, + admittedContextTokens: Int, + peakMemoryBytes: Int64, + promptTokensPerSecond: Double? = nil, + decodeTokensPerSecondP50: Double? = nil, + decodeTokensPerSecondP95: Double? = nil, + firstTokenLatencyMS: Double? = nil, + qualityGate: TurboQuantQualityGate, + memoryCalibrationSampleID: UUID? = nil, + revokedReason: String? = nil, + createdAt: Date = Date() + ) { + self.id = id + self.schemaVersion = schemaVersion + self.evidenceLevel = evidenceLevel + self.compatibilityPairID = compatibilityPairID + self.modelID = modelID + self.modelRevision = modelRevision + self.tokenizerHash = tokenizerHash + self.profileHash = profileHash + self.fallbackContractHash = fallbackContractHash + self.deviceClass = deviceClass + self.hardwareModel = hardwareModel + self.osBuild = osBuild + self.userMode = userMode + self.turboQuantPreset = turboQuantPreset + self.valueBits = valueBits + self.groupSize = groupSize + self.layoutVersion = layoutVersion + self.activeAttentionPath = activeAttentionPath + self.admittedContextTokens = max(0, admittedContextTokens) + self.peakMemoryBytes = max(0, peakMemoryBytes) + self.promptTokensPerSecond = promptTokensPerSecond + self.decodeTokensPerSecondP50 = decodeTokensPerSecondP50 + self.decodeTokensPerSecondP95 = decodeTokensPerSecondP95 + self.firstTokenLatencyMS = firstTokenLatencyMS + self.qualityGate = qualityGate + self.memoryCalibrationSampleID = memoryCalibrationSampleID + self.revokedReason = revokedReason + self.createdAt = createdAt + } +} + +public actor ProfileEvidenceStore { + private var records: [UUID: RuntimeProfileEvidence] = [:] + + public init(records: [RuntimeProfileEvidence] = []) { + self.records = Dictionary(uniqueKeysWithValues: records.map { ($0.id, $0) }) + } + + public func upsert(_ evidence: RuntimeProfileEvidence) { + records[evidence.id] = evidence + } + + public func evidence( + modelID: String, + deviceClass: DevicePerformanceClass, + mode: TurboQuantUserMode, + fallbackContractHash: String + ) -> RuntimeProfileEvidence? { + records.values + .filter { + $0.modelID == modelID + && $0.deviceClass == deviceClass + && $0.userMode == mode + && $0.fallbackContractHash == fallbackContractHash + && $0.evidenceLevel != .revoked + } + .sorted { $0.createdAt > $1.createdAt } + .first + } + + public func revoke(id: UUID, reason: String) { + guard var evidence = records[id] else { return } + evidence.evidenceLevel = .revoked + evidence.revokedReason = reason + records[id] = evidence + } +} diff --git a/Sources/PinesCore/Inference/TurboQuantQualityGate.swift b/Sources/PinesCore/Inference/TurboQuantQualityGate.swift new file mode 100644 index 0000000..9cbb8c2 --- /dev/null +++ b/Sources/PinesCore/Inference/TurboQuantQualityGate.swift @@ -0,0 +1,111 @@ +import Foundation + +public enum TurboQuantBenchmarkSuiteID: String, Codable, Sendable, CaseIterable { + case tinyDeterministicLogitsV1 = "tiny-deterministic-logits-v1" + case prefillExactnessV1 = "prefill-exactness-v1" + case fallbackEquivalenceV1 = "fallback-equivalence-v1" + case longContextNeedleV1 = "long-context-needle-v1" + case snapshotRoundtripV1 = "snapshot-roundtrip-v1" + case mobileMemoryAcceptanceV1 = "mobile-memory-acceptance-v1" +} + +public struct TurboQuantQualityGate: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + public static let gateVersion = 1 + + public var schemaVersion: Int + public var gateVersion: Int + public var benchmarkSuiteID: String + public var deterministicTop1MatchRate: Double + public var logitKLDivergenceMean: Double + public var logitMaxAbsErrorP95: Double + public var perplexityDeltaPercent: Double? + public var retrievalNeedlePassRate: Double? + public var taskEvalDeltaPercent: Double? + public var attentionOutputCosineMean: Double? + public var noNaNOrInf: Bool + public var fallbackEquivalent: Bool + public var prefillExact: Bool + public var snapshotRoundtripEquivalent: Bool? + public var profileQualityThresholdOverride: String? + public var gateReason: String? + public var passed: Bool + + public init( + schemaVersion: Int = Self.schemaVersion, + gateVersion: Int = Self.gateVersion, + benchmarkSuiteID: String, + deterministicTop1MatchRate: Double, + logitKLDivergenceMean: Double, + logitMaxAbsErrorP95: Double, + perplexityDeltaPercent: Double? = nil, + retrievalNeedlePassRate: Double? = nil, + taskEvalDeltaPercent: Double? = nil, + attentionOutputCosineMean: Double? = nil, + noNaNOrInf: Bool, + fallbackEquivalent: Bool, + prefillExact: Bool, + snapshotRoundtripEquivalent: Bool? = nil, + profileQualityThresholdOverride: String? = nil, + gateReason: String? = nil, + passed: Bool + ) { + self.schemaVersion = schemaVersion + self.gateVersion = gateVersion + self.benchmarkSuiteID = benchmarkSuiteID + self.deterministicTop1MatchRate = deterministicTop1MatchRate + self.logitKLDivergenceMean = logitKLDivergenceMean + self.logitMaxAbsErrorP95 = logitMaxAbsErrorP95 + self.perplexityDeltaPercent = perplexityDeltaPercent + self.retrievalNeedlePassRate = retrievalNeedlePassRate + self.taskEvalDeltaPercent = taskEvalDeltaPercent + self.attentionOutputCosineMean = attentionOutputCosineMean + self.noNaNOrInf = noNaNOrInf + self.fallbackEquivalent = fallbackEquivalent + self.prefillExact = prefillExact + self.snapshotRoundtripEquivalent = snapshotRoundtripEquivalent + self.profileQualityThresholdOverride = profileQualityThresholdOverride + self.gateReason = gateReason + self.passed = passed + } + + public init( + schemaVersion: Int = Self.schemaVersion, + gateVersion: Int = Self.gateVersion, + benchmarkSuiteID: TurboQuantBenchmarkSuiteID, + deterministicTop1MatchRate: Double, + logitKLDivergenceMean: Double, + logitMaxAbsErrorP95: Double, + perplexityDeltaPercent: Double? = nil, + retrievalNeedlePassRate: Double? = nil, + taskEvalDeltaPercent: Double? = nil, + attentionOutputCosineMean: Double? = nil, + noNaNOrInf: Bool, + fallbackEquivalent: Bool, + prefillExact: Bool, + snapshotRoundtripEquivalent: Bool? = nil, + profileQualityThresholdOverride: String? = nil, + gateReason: String? = nil, + passed: Bool + ) { + self.init( + schemaVersion: schemaVersion, + gateVersion: gateVersion, + benchmarkSuiteID: benchmarkSuiteID.rawValue, + deterministicTop1MatchRate: deterministicTop1MatchRate, + logitKLDivergenceMean: logitKLDivergenceMean, + logitMaxAbsErrorP95: logitMaxAbsErrorP95, + perplexityDeltaPercent: perplexityDeltaPercent, + retrievalNeedlePassRate: retrievalNeedlePassRate, + taskEvalDeltaPercent: taskEvalDeltaPercent, + attentionOutputCosineMean: attentionOutputCosineMean, + noNaNOrInf: noNaNOrInf, + fallbackEquivalent: fallbackEquivalent, + prefillExact: prefillExact, + snapshotRoundtripEquivalent: snapshotRoundtripEquivalent, + profileQualityThresholdOverride: profileQualityThresholdOverride, + gateReason: gateReason, + passed: passed + ) + } +} diff --git a/Sources/PinesCore/Inference/TurboQuantRunDecision.swift b/Sources/PinesCore/Inference/TurboQuantRunDecision.swift new file mode 100644 index 0000000..1ca0773 --- /dev/null +++ b/Sources/PinesCore/Inference/TurboQuantRunDecision.swift @@ -0,0 +1,78 @@ +import Foundation + +public struct TurboQuantRunDecision: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var decisionID: String + public var compatibilityPairID: String? + public var admission: LocalRuntimeAdmissionPlan? + public var selectedAttentionPath: TurboQuantAttentionPath? + public var rejectedPaths: [RejectedPath] + public var cacheLifecycle: String? + public var actualKeyBitsPerValue: Double? + public var actualValueBitsPerValue: Double? + public var fallbackUsed: Bool + public var fallbackReason: String? + public var rawShadowAllocated: Bool? + public var packedFallbackAllocated: Bool? + public var compressedKeyBytes: Int64? + public var compressedValueBytes: Int64? + public var inputTokens: Int? + public var outputTokens: Int? + public var contextAssemblyPlanID: String? + public var memoryCalibrationSampleID: String? + + public init( + schemaVersion: Int = Self.schemaVersion, + decisionID: String = UUID().uuidString, + compatibilityPairID: String? = nil, + admission: LocalRuntimeAdmissionPlan? = nil, + selectedAttentionPath: TurboQuantAttentionPath? = nil, + rejectedPaths: [RejectedPath] = [], + cacheLifecycle: String? = nil, + actualKeyBitsPerValue: Double? = nil, + actualValueBitsPerValue: Double? = nil, + fallbackUsed: Bool = false, + fallbackReason: String? = nil, + rawShadowAllocated: Bool? = nil, + packedFallbackAllocated: Bool? = nil, + compressedKeyBytes: Int64? = nil, + compressedValueBytes: Int64? = nil, + inputTokens: Int? = nil, + outputTokens: Int? = nil, + contextAssemblyPlanID: String? = nil, + memoryCalibrationSampleID: String? = nil + ) { + self.schemaVersion = schemaVersion + self.decisionID = decisionID + self.compatibilityPairID = compatibilityPairID + self.admission = admission + self.selectedAttentionPath = selectedAttentionPath + self.rejectedPaths = rejectedPaths + self.cacheLifecycle = cacheLifecycle + self.actualKeyBitsPerValue = actualKeyBitsPerValue + self.actualValueBitsPerValue = actualValueBitsPerValue + self.fallbackUsed = fallbackUsed + self.fallbackReason = fallbackReason + self.rawShadowAllocated = rawShadowAllocated + self.packedFallbackAllocated = packedFallbackAllocated + self.compressedKeyBytes = compressedKeyBytes.map { max(0, $0) } + self.compressedValueBytes = compressedValueBytes.map { max(0, $0) } + self.inputTokens = inputTokens.map { max(0, $0) } + self.outputTokens = outputTokens.map { max(0, $0) } + self.contextAssemblyPlanID = contextAssemblyPlanID + self.memoryCalibrationSampleID = memoryCalibrationSampleID + } + + public var validationErrors: [String] { + var errors: [String] = [] + if fallbackUsed, fallbackReason?.isEmpty != false { + errors.append("fallbackUsed requires fallbackReason") + } + if rejectedPaths.contains(where: { $0.reason.isEmpty }) { + errors.append("rejected paths require reasons") + } + return errors + } +} diff --git a/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift b/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift new file mode 100644 index 0000000..587eb2d --- /dev/null +++ b/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift @@ -0,0 +1,146 @@ +import Foundation +import PinesCore +import Testing + +@Suite("TurboQuant Wave 1 control plane") +struct TurboQuantWave1ControlPlaneTests { + @Test func memoryZoneTotalEqualsSum() { + let zones = RuntimeMemoryZones( + modelWeightsBytes: 10, + compressedKVBytes: 20, + rawShadowBytes: 30, + packedFallbackBytes: 40, + decodedFallbackScratchBytes: 50, + vaultIndexBytes: 60, + promptBufferBytes: 70, + metalScratchReserveBytes: 80, + uiReserveBytes: 90, + safetyReserveBytes: 100 + ) + + #expect(zones.totalPlannedBytes == 550) + #expect(zones.totalMatchesZones) + #expect(zones.allZonesAreNonNegative) + } + + @Test func admissionRejectsUnsafeContextBeforeRun() { + let request = Self.request(availableMemoryBytes: 256 * 1_024 * 1_024) + + let plan = LocalRuntimeAdmissionService().admit(request) + + #expect(!plan.admitted) + #expect(plan.rejectionReason == LocalInferenceFailureKind.memoryAdmissionFailed.rawValue) + #expect(plan.admittedContextTokens == 0) + #expect(plan.validationErrors.isEmpty) + } + + @Test func admissionDowngradesBalancedOnlyToShorterBalancedOrBatterySaver() { + let request = Self.request( + availableMemoryBytes: 2_200 * 1_024 * 1_024, + requestedContextTokens: 16_384, + compressedKVBytesPerToken: 96 * 1_024 + ) + + let plan = LocalRuntimeAdmissionService().admit(request) + + #expect(plan.admitted) + #expect([TurboQuantUserMode.balanced, .batterySaver].contains(plan.selectedMode)) + #expect(plan.selectedMode != .maxContext) + #expect(plan.admittedContextTokens < request.requestedContextTokens) + #expect(plan.downgradeReason != nil) + } + + @Test func runDecisionRequiresFallbackReason() { + let invalid = TurboQuantRunDecision(fallbackUsed: true) + let valid = TurboQuantRunDecision( + selectedAttentionPath: .mlxPackedFallback, + fallbackUsed: true, + fallbackReason: "qk unavailable" + ) + + #expect(invalid.validationErrors.contains("fallbackUsed requires fallbackReason")) + #expect(valid.validationErrors.isEmpty) + } + + @Test func skeletonSchemasRoundTripCodable() throws { + let qualityGate = Self.qualityGate() + let evidence = RuntimeProfileEvidence( + evidenceLevel: .unverified, + compatibilityPairID: "pending", + modelID: "model", + fallbackContractHash: "hash", + deviceClass: .a17Pro, + osBuild: "test", + userMode: .balanced, + activeAttentionPath: .twoStageCompressed, + admittedContextTokens: 1024, + peakMemoryBytes: 2048, + qualityGate: qualityGate + ) + let calibration = RuntimeMemoryCalibrationSample( + runOutcome: .rejectedBeforeRun, + rejectionReason: "memory", + modelID: "model", + deviceClass: .a17Pro, + userMode: .balanced, + requestedContextTokens: 2048, + admittedContextTokens: 0, + estimatedCompressedKVBytes: 1, + estimatedFallbackBytes: 2, + estimatedScratchBytes: 3, + availableMemoryAtAdmission: 4, + memoryWarningsSeen: 0 + ) + + try roundTrip(qualityGate) + try roundTrip(evidence) + try roundTrip(calibration) + } + + private static func request( + availableMemoryBytes: Int64, + requestedContextTokens: Int = 8192, + compressedKVBytesPerToken: Int64 = 256 * 1_024 + ) -> LocalRuntimeAdmissionRequest { + LocalRuntimeAdmissionRequest( + modelID: "test-model", + requestedContextTokens: requestedContextTokens, + reservedCompletionTokens: 512, + userMode: .balanced, + fallbackContract: .productDefault(for: .balanced), + deviceClass: .a17Pro, + osBuild: "test", + memoryCounters: RuntimeMemoryCounters( + availableMemoryBytes: availableMemoryBytes, + processResidentMemoryBytes: 128 * 1_024 * 1_024 + ), + quantizationDiagnostics: RuntimeQuantizationDiagnostics(activeAttentionPath: .twoStageCompressed), + compressedKVBytesPerToken: compressedKVBytesPerToken, + rawShadowBytes: 32 * 1_024 * 1_024, + packedFallbackBytesPerToken: 16 * 1_024, + decodedFallbackScratchBytes: 32 * 1_024 * 1_024, + promptBufferBytes: 16 * 1_024 * 1_024, + metalScratchReserveBytes: 64 * 1_024 * 1_024, + uiReserveBytes: 64 * 1_024 * 1_024 + ) + } + + private static func qualityGate() -> TurboQuantQualityGate { + TurboQuantQualityGate( + benchmarkSuiteID: .tinyDeterministicLogitsV1, + deterministicTop1MatchRate: 1, + logitKLDivergenceMean: 0, + logitMaxAbsErrorP95: 0, + noNaNOrInf: true, + fallbackEquivalent: true, + prefillExact: true, + passed: true + ) + } + + private func roundTrip(_ value: T) throws { + let data = try JSONEncoder().encode(value) + let decoded = try JSONDecoder().decode(T.self, from: data) + #expect(decoded == value) + } +} diff --git a/docs/turboquant-implementation/Wave1-changelog.md b/docs/turboquant-implementation/Wave1-changelog.md new file mode 100644 index 0000000..c7e4619 --- /dev/null +++ b/docs/turboquant-implementation/Wave1-changelog.md @@ -0,0 +1,101 @@ +# Wave 1 Changelog + +Read this alongside: + +- `14-worker-launch-schedule.md` +- `15-pr-merge-plan.md` +- `08-worker-ownership.md` + +This file tracks Wave 1 implementation progress after the resolved Wave 0 handoff. + +## 2026-05-25 + +### Start State + +- Pines implementation branch is checked out in linked worktree: + `/Users/mt/Programming/Schtack/wave0-worktrees/pines-wave0-integration`. +- Pines branch head: `afe8c1e` (`codex/local-runtime-hardening`). +- `mlx-swift` branch head: `f3fe581` (`codex/turboquant-core-completion`). +- `mlx-swift-lm` branch head: `a1628c8` (`codex/turboquant-completion-hardening`). +- All three branches were clean and up to date with origin before Wave 1 edits. +- `compatibility-pair.json` remains `pending`; Wave 1 does not promote production pins or Verified evidence. + +### Wave 1 Scope + +- W2: core validation and attention router. +- W5: LM cache lifecycle runtime snapshot. +- W8: Pines admission service and memory zones. +- W9: Pines RunDecision ledger. +- W10 skeleton: evidence store schema shell only. +- W22 skeleton: QualityGate type and suite IDs only. +- W23 skeleton: memory calibration sample schema only. + +### Constraints + +- Do not edit `Pines/Runtime/MLXRuntimeBridge.swift`; INT-1 owns bridge integration in Wave 2. +- Do not edit `project.yml`, `Package.resolved`, or generated Xcode project files; INT-2A/INT-2B own pins. +- Do not activate Verified compatibility claims in Wave 1. +- Keep Pines control-plane types MLX-independent. + +### Parallel Worker Launch + +- W2 core validation/router worker launched for `mlx-swift`. +- W5 cache lifecycle snapshot worker launched for `mlx-swift-lm`. +- Pines W8/W9/W10/W22/W23 worker launched for PinesCore control-plane and skeleton schemas. + +Workers were assigned disjoint write scopes. Shared central bridge and pin files remain locked for later integration waves. + +### Implemented + +- W2 Core: + - Added `Source/MLX/TurboQuantValidation.swift`. + - Added `Source/MLX/TurboQuantAttentionRouter.swift`. + - Added validation/router tests. + - Public APIs now include `validateTurboQuantAttentionCode(...)` and + `selectTurboQuantAttentionPath(...)`. +- W5 LM: + - Added `TurboQuantCacheRuntimeSnapshot`. + - Added `runtimeSnapshot()` to TurboQuant compressed cache protocol and concrete cache types. + - Added snapshot tests covering empty, failure, fallback, and rotating-cache metadata. +- Pines W8/W9/W10/W22/W23: + - Added `RuntimeMemoryZones`. + - Added `LocalRuntimeAdmissionRequest`, `LocalRuntimeAdmissionPlan`, and + `LocalRuntimeAdmissionService`. + - Added `TurboQuantRunDecision`. + - Added `RuntimeProfileEvidence`, `RuntimeEvidenceLevel`, and in-memory `ProfileEvidenceStore` + skeleton. + - Added `TurboQuantQualityGate` and benchmark suite IDs. + - Added `RuntimeMemoryCalibration` sample, aggregate, and summary types. + - Added Wave 1 control-plane tests. + +### Validation + +- `mlx-swift`: `swift test --filter 'TurboQuant(Contracts|Validation|AttentionRouter)Tests'` + passed 13 tests. +- `mlx-swift`: `swift build` passed. +- `mlx-swift-lm`: `swift test --filter 'TurboQuant(CacheRuntimeSnapshot|RuntimeFailure)Tests|KVCacheTests'` + passed 48 Swift Testing tests. +- `mlx-swift-lm`: `swift build --target MLXLMCommon` passed. +- Pines: `swift test --filter 'TurboQuant(Wave1ControlPlane|FallbackContract)Tests|versionedEnvelope|turboQuant'` + passed 15 Swift Testing tests. +- Pines: `swift build --disable-automatic-resolution` passed. +- Pines: `swift run --disable-automatic-resolution PinesCoreTestRunner` passed. +- `git diff --check` passed in all three repos. + +### Handoff Audit + +- Rerun validation initially caught one LM snapshot issue: empty rotating TurboQuant caches reported + `rawShadowAllocated == true` because the snapshot checked helper-cache object presence rather than + resident raw-shadow arrays. +- Fixed the LM snapshot implementation to report raw and packed fallback allocation from resident + array bytes. This keeps `TurboQuantCacheRuntimeSnapshot` aligned with the memory accounting contract + Pines will consume in INT-1. +- Re-ran the Wave 1 validation commands after the fix; the `mlx-swift`, `mlx-swift-lm`, and Pines + suites listed above passed. + +### Remaining Wave 1 Boundaries + +- `MLXRuntimeBridge.swift` remains untouched for INT-1. +- Pin files remain untouched for INT-2A/INT-2B. +- Evidence store is a schema/storage skeleton only; importer and Verified activation remain Wave 3. +- Compatibility pair remains pending until integration and validation gates run. From ec2e1b8c549d159f7edb038706a0726399af6fd4 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 10:29:38 +0200 Subject: [PATCH 05/80] Update TurboQuant Wave 1 handoff notes --- docs/turboquant-implementation/Wave1-changelog.md | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/docs/turboquant-implementation/Wave1-changelog.md b/docs/turboquant-implementation/Wave1-changelog.md index c7e4619..c6bcdd7 100644 --- a/docs/turboquant-implementation/Wave1-changelog.md +++ b/docs/turboquant-implementation/Wave1-changelog.md @@ -53,6 +53,8 @@ Workers were assigned disjoint write scopes. Shared central bridge and pin files - Added validation/router tests. - Public APIs now include `validateTurboQuantAttentionCode(...)` and `selectTurboQuantAttentionPath(...)`. + - Wired `validateTurboQuantAttentionCode(...)` into the public attention dispatch path before + Metal kernel selection. - W5 LM: - Added `TurboQuantCacheRuntimeSnapshot`. - Added `runtimeSnapshot()` to TurboQuant compressed cache protocol and concrete cache types. @@ -71,7 +73,7 @@ Workers were assigned disjoint write scopes. Shared central bridge and pin files ### Validation - `mlx-swift`: `swift test --filter 'TurboQuant(Contracts|Validation|AttentionRouter)Tests'` - passed 13 tests. + passed 14 tests. - `mlx-swift`: `swift build` passed. - `mlx-swift-lm`: `swift test --filter 'TurboQuant(CacheRuntimeSnapshot|RuntimeFailure)Tests|KVCacheTests'` passed 48 Swift Testing tests. @@ -90,7 +92,12 @@ Workers were assigned disjoint write scopes. Shared central bridge and pin files - Fixed the LM snapshot implementation to report raw and packed fallback allocation from resident array bytes. This keeps `TurboQuantCacheRuntimeSnapshot` aligned with the memory accounting contract Pines will consume in INT-1. -- Re-ran the Wave 1 validation commands after the fix; the `mlx-swift`, `mlx-swift-lm`, and Pines +- Rerun validation later caught one core validator issue: key `residualSigns` was expected as full + bitset storage even though encoder output, empty-cache construction, and the pre-existing private + dispatch validator use compact unused storage `[1]`. +- Fixed the public validator and added a regression for compact unused key residual signs, then wired + the public validator into `turboQuantMetalScaledDotProductAttention(...)` before dispatch. +- Re-ran the Wave 1 validation commands after the fixes; the `mlx-swift`, `mlx-swift-lm`, and Pines suites listed above passed. ### Remaining Wave 1 Boundaries From a1cdcb4798047c9847a4532730b4b7f59c16fe86 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 11:10:54 +0200 Subject: [PATCH 06/80] Integrate TurboQuant Wave 2 runtime bridge --- Pines.xcodeproj/project.pbxproj | 4 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- Pines/App/PinesAppModel.swift | 8 +- Pines/Runtime/MLXRuntimeBridge.swift | 514 +++++++++++++++++- .../Inference/ContextAssemblyPlan.swift | 43 ++ .../PinesCore/Inference/InferenceTypes.swift | 35 +- .../TurboQuantWave1ControlPlaneTests.swift | 71 +++ docs/TURBOQUANT.md | 6 +- .../Wave2-changelog.md | 94 ++++ .../compatibility-pair.json | 97 ++-- project.yml | 4 +- 11 files changed, 822 insertions(+), 58 deletions(-) create mode 100644 Sources/PinesCore/Inference/ContextAssemblyPlan.swift create mode 100644 docs/turboquant-implementation/Wave2-changelog.md diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 483ade6..a42a2d5 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1432,7 +1432,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = cbea339ac81d701ea24df1bdc8b3008bcb99945a; + revision = 21002cb84fe37204b7cab3fbb363ecbc260bf6a4; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1448,7 +1448,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 86b5d6bb1c0192f3b229a8b2c08fab59a918957b; + revision = 6b15298efa1fe3db8cb78e15cd2b6bdb95b29075; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 2162ae6..3d5352b 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "cbea339ac81d701ea24df1bdc8b3008bcb99945a" + "revision" : "21002cb84fe37204b7cab3fbb363ecbc260bf6a4" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "86b5d6bb1c0192f3b229a8b2c08fab59a918957b" + "revision" : "6b15298efa1fe3db8cb78e15cd2b6bdb95b29075" } }, { diff --git a/Pines/App/PinesAppModel.swift b/Pines/App/PinesAppModel.swift index 7362b2c..dc98b09 100644 --- a/Pines/App/PinesAppModel.swift +++ b/Pines/App/PinesAppModel.swift @@ -3007,7 +3007,13 @@ final class PinesAppModel: ObservableObject { case let .failure(failure): didReceiveTerminalEvent = true failureMessage = failure.message - try await flushAssistantUpdate(content: failure.message, messageStatus: .failed, threadStatus: .local, force: true) + try await flushAssistantUpdate( + content: failure.message, + messageStatus: .failed, + threadStatus: .local, + force: true, + providerMetadata: failure.providerMetadata + ) setChatError(failure.message) emitHaptic(.runFailed) case let .metrics(metrics): diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 6dbd675..fd50d93 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -371,6 +371,9 @@ private actor LocalRuntimeSupervisor { } struct MLXRuntimeBridge: Sendable { + private static let turboQuantCompatibilityPairID = + "mlx-swift-21002cb84fe37204b7cab3fbb363ecbc260bf6a4+mlx-swift-lm-6b15298efa1fe3db8cb78e15cd2b6bdb95b29075" + private let state = MLXRuntimeState() private let deviceMonitor = DeviceRuntimeMonitor() private let supervisor = LocalRuntimeSupervisor() @@ -425,6 +428,308 @@ struct MLXRuntimeBridge: Sendable { metadata[key] = String(value) } + private static func metadataJSON(_ value: Value) -> String? { + let encoder = JSONEncoder() + encoder.outputFormatting = [.sortedKeys] + encoder.dateEncodingStrategy = .iso8601 + guard let data = try? encoder.encode(value) else { return nil } + return String(data: data, encoding: .utf8) + } + + private static func minimalContextAssemblyPlan( + exactInputTokens: Int, + reservedCompletionTokens: Int, + historyMessageCount: Int, + reducedHistoryForContext: Bool + ) -> ContextAssemblyPlan { + ContextAssemblyPlan( + strategy: reducedHistoryForContext + ? "mlx-exact-token-preflight-v1" + : "mlx-current-history-v1", + includedRecentMessageCount: historyMessageCount, + clippedMessageCount: reducedHistoryForContext ? 1 : 0, + exactInputTokens: exactInputTokens, + reservedCompletionTokens: reservedCompletionTokens, + truncationReason: reducedHistoryForContext ? "context_window" : nil + ) + } + + private static func localRuntimeAdmissionPlan( + request: ChatRequest, + install: ModelInstall?, + profile: RuntimeProfile, + contextPlan: ContextAssemblyPlan, + memoryCounters inputCounters: RuntimeMemoryCounters + ) -> LocalRuntimeAdmissionPlan? { + guard profile.quantization.kvCacheStrategy == .turboQuant else { + return nil + } + + var memoryCounters = inputCounters + if memoryCounters.availableMemoryBytes == nil { + memoryCounters.availableMemoryBytes = memoryCounters.physicalMemoryBytes.map { max(0, $0 / 2) } + ?? 4 * 1_024 * 1_024 * 1_024 + } + + let legacyPlan = profile.quantization.turboQuantAdmission?.memoryPlan + let requestedContext = max( + profile.quantization.maxKVSize ?? 0, + contextPlan.exactInputTokens + contextPlan.reservedCompletionTokens + ) + let fallbackReserve = Int64( + legacyPlan?.runtimeZones.fallbackReserveBytes + ?? Int(TurboQuantFallbackContract.defaultReserveBytes(for: profile.quantization.turboQuantUserMode)) + ) + let fallbackContract = TurboQuantFallbackContract.productDefault( + for: profile.quantization.turboQuantUserMode, + allowCloudRetry: false, + reserveBytes: fallbackReserve + ) + + let admissionRequest = LocalRuntimeAdmissionRequest( + modelID: install?.repository ?? request.modelID.rawValue, + modelRevision: install?.revision, + parameterCount: install?.parameterCount, + requestedContextTokens: requestedContext, + reservedCompletionTokens: contextPlan.reservedCompletionTokens, + userMode: profile.quantization.turboQuantUserMode, + fallbackContract: fallbackContract, + deviceClass: memoryCounters.devicePerformanceClass + ?? profile.quantization.devicePerformanceClass + ?? .futureVerified, + hardwareModel: memoryCounters.hardwareModelIdentifier, + osBuild: ProcessInfo.processInfo.operatingSystemVersionString, + memoryCounters: memoryCounters, + quantizationDiagnostics: RuntimeQuantizationDiagnostics( + preset: profile.quantization.preset, + requestedBackend: profile.quantization.requestedBackend, + activeBackend: profile.quantization.activeBackend, + metalCodecAvailable: profile.quantization.metalCodecAvailable, + metalAttentionAvailable: profile.quantization.metalAttentionAvailable, + activeAttentionPath: profile.quantization.activeAttentionPath, + metalKernelProfile: profile.quantization.metalKernelProfile, + metalSelfTestStatus: profile.quantization.metalSelfTestStatus, + metalSelfTestFailureReason: profile.quantization.metalSelfTestFailureReason, + rawFallbackAllocated: profile.quantization.rawFallbackAllocated, + devicePerformanceClass: profile.quantization.devicePerformanceClass, + turboQuantOptimizationPolicy: profile.quantization.turboQuantOptimizationPolicy, + turboQuantValueBits: profile.quantization.turboQuantValueBits, + thermalDownshiftActive: profile.quantization.thermalDownshiftActive, + runtimePressureReason: profile.quantization.runtimePressureReason, + turboQuantProfileID: profile.quantization.turboQuantProfileID, + turboQuantProfileSource: profile.quantization.turboQuantProfileSource, + lastUnsupportedAttentionShape: profile.quantization.lastUnsupportedAttentionShape, + activeFallbackReason: profile.quantization.activeFallbackReason, + memoryCounters: memoryCounters + ), + estimatedModelWeightsBytes: install?.estimatedBytes, + compressedKVBytesPerToken: Int64(legacyPlan?.compressedBytesPerToken ?? 256 * 1_024), + rawShadowBytes: Int64(legacyPlan?.runtimeZones.rawShadowBytes ?? 0), + packedFallbackBytesPerToken: Int64(legacyPlan?.packedFallbackBytesPerToken ?? 0), + decodedFallbackScratchBytes: Int64(legacyPlan?.runtimeZones.scratchBytes ?? 64 * 1_024 * 1_024), + vaultIndexBytes: memoryCounters.vaultIndexBytes ?? 0, + promptBufferBytes: max(1_024 * 1_024, Int64(contextPlan.exactInputTokens * 8)), + metalScratchReserveBytes: Int64(legacyPlan?.runtimeZones.scratchBytes ?? 64 * 1_024 * 1_024), + uiReserveBytes: Int64(legacyPlan?.runtimeZones.uiReserveBytes ?? 256 * 1_024 * 1_024), + contextAssemblyPlanID: contextPlan.id + ) + + return LocalRuntimeAdmissionService().admit(admissionRequest) + } + + private static func localFailureKind(from error: Error) -> LocalInferenceFailureKind { + if let inferenceError = error as? InferenceError { + switch inferenceError { + case .invalidRequest: + return .contextWindowExceeded + case .cloudNotAllowed: + return .cloudRouteDisallowed + case .localRuntimeFailure: + break + case .providerUnavailable, .modelNotLoaded, .unsupportedCapability, .cancelled: + break + } + } + let message = String(describing: error).lowercased() + if message.contains("fallback budget") || message.contains("budget exceeded") { + return .fallbackBudgetExceeded + } + if message.contains("fallback") { + return .turboQuantFallbackUnavailable + } + if message.contains("unsupported attention shape") || message.contains("head dimension") { + return .unsupportedAttentionShape + } + if message.contains("unsupported attention mask") || message.contains("mask") { + return .unsupportedAttentionMask + } + if message.contains("unsupported tensor dtype") || message.contains("dtype") { + return .unsupportedTensorDType + } + if message.contains("layout") { + return .cacheLayoutInvalid + } + if message.contains("lifecycle") { + return .cacheLifecycleInvalid + } + if message.contains("profile mismatch") { + return .modelProfileMismatch + } + if message.contains("profile") && message.contains("unverified") { + return .modelProfileUnverified + } + if message.contains("compressed attention") || message.contains("turboquant") { + return .turboQuantPathUnavailable + } + return .mlxRuntimeFailure + } + + #if canImport(MLXLMCommon) + private static func appendTurboQuantWave2Metadata( + to metadata: inout [String: String], + cache: [KVCache]?, + request: ChatRequest, + install: ModelInstall?, + profile: RuntimeProfile, + contextPlan: ContextAssemblyPlan?, + admissionPlan: LocalRuntimeAdmissionPlan?, + memoryCounters: RuntimeMemoryCounters, + outcome: RuntimeMemoryCalibrationOutcome, + failureKind: LocalInferenceFailureKind? = nil, + failureMessage: String? = nil, + inputTokens: Int? = nil, + outputTokens: Int? = nil + ) { + guard profile.quantization.kvCacheStrategy == .turboQuant + || admissionPlan != nil + || contextPlan != nil + else { return } + + let snapshot = cache?.compactMap { ($0 as? TurboQuantCompressedKVCacheProtocol)?.runtimeSnapshot() }.first + let selectedPath = + snapshot?.lastAttentionPath.flatMap(PinesCore.TurboQuantAttentionPath.init(rawValue:)) + ?? admissionPlan?.selectedAttentionPath + ?? profile.quantization.activeAttentionPath + let fallbackReason = + failureMessage + ?? snapshot?.lastFailure + ?? metadata[LocalProviderMetadataKeys.turboQuantFallbackReason] + ?? profile.quantization.activeFallbackReason + let fallbackUsed = + fallbackReason != nil + || snapshot?.packedFallbackAllocated == true + || selectedPath == .mlxPackedFallback + || selectedPath == .baseline + let estimatedCompressedBytes = admissionPlan?.memoryZones.compressedKVBytes + ?? Int64(profile.quantization.turboQuantAdmission?.memoryPlan?.runtimeZones.compressedKVBytes ?? 0) + let estimatedFallbackBytes = + (admissionPlan?.memoryZones.packedFallbackBytes ?? 0) + + (admissionPlan?.memoryZones.decodedFallbackScratchBytes ?? 0) + let estimatedScratchBytes = admissionPlan?.memoryZones.metalScratchReserveBytes ?? 0 + let actualCompressedBytes = snapshot.map { Int64($0.keyBytes + $0.valueBytes) } + let actualFallbackBytes = snapshot?.packedFallbackAllocated == true ? estimatedFallbackBytes : nil + let calibrationSample = RuntimeMemoryCalibrationSample( + compatibilityPairID: Self.turboQuantCompatibilityPairID, + runOutcome: outcome, + rejectionReason: failureKind?.rawValue, + modelID: install?.repository ?? request.modelID.rawValue, + modelRevision: install?.revision, + deviceClass: memoryCounters.devicePerformanceClass + ?? profile.quantization.devicePerformanceClass + ?? .futureVerified, + userMode: admissionPlan?.selectedMode ?? profile.quantization.turboQuantUserMode, + attentionPath: selectedPath, + requestedContextTokens: admissionPlan?.requestedContextTokens + ?? profile.quantization.maxKVSize + ?? contextPlan?.exactInputTokens + ?? 0, + admittedContextTokens: admissionPlan?.admittedContextTokens + ?? profile.quantization.maxKVSize + ?? 0, + estimatedCompressedKVBytes: estimatedCompressedBytes, + actualCompressedKVBytes: actualCompressedBytes, + estimatedFallbackBytes: estimatedFallbackBytes, + actualFallbackBytes: actualFallbackBytes, + estimatedScratchBytes: estimatedScratchBytes, + observedPeakMemoryBytes: memoryCounters.mlxPeakMemoryBytes + ?? memoryCounters.processPeakResidentMemoryBytes, + availableMemoryAtAdmission: memoryCounters.availableMemoryBytes ?? 0, + availableMemoryAtPrefillEnd: memoryCounters.availableMemoryBytes, + availableMemoryAtDecodeEnd: memoryCounters.availableMemoryBytes, + memoryWarningsSeen: 0 + ) + let decision = TurboQuantRunDecision( + compatibilityPairID: Self.turboQuantCompatibilityPairID, + admission: admissionPlan, + selectedAttentionPath: selectedPath, + rejectedPaths: failureKind.map { + [RejectedPath(path: selectedPath?.rawValue ?? "local-runtime", reason: $0.rawValue)] + } ?? [], + cacheLifecycle: snapshot?.lifecycleDescription, + fallbackUsed: fallbackUsed, + fallbackReason: fallbackUsed ? fallbackReason : nil, + rawShadowAllocated: snapshot?.rawShadowAllocated + ?? profile.quantization.rawFallbackAllocated, + packedFallbackAllocated: snapshot?.packedFallbackAllocated, + compressedKeyBytes: snapshot.map { Int64($0.keyBytes) }, + compressedValueBytes: snapshot.map { Int64($0.valueBytes) }, + inputTokens: inputTokens ?? contextPlan?.exactInputTokens, + outputTokens: outputTokens, + contextAssemblyPlanID: contextPlan?.id, + memoryCalibrationSampleID: calibrationSample.id.uuidString + ) + + metadata[LocalProviderMetadataKeys.turboQuantCloudRetryPermitted] = + String(admissionPlan?.fallbackContract.allowCloudRetry ?? false) + metadata[LocalProviderMetadataKeys.turboQuantCloudFallbackSuppressed] = + String(!(admissionPlan?.fallbackContract.allowCloudRetry ?? false)) + if let contextPlan { + metadata[LocalProviderMetadataKeys.turboQuantContextAssemblyPlanID] = contextPlan.id + metadata[LocalProviderMetadataKeys.turboQuantContextAssemblyPlanJSON] = metadataJSON(contextPlan) + } + if let admissionPlan { + metadata[LocalProviderMetadataKeys.turboQuantAdmissionPlanJSON] = metadataJSON(admissionPlan) + metadata[LocalProviderMetadataKeys.turboQuantFallbackContractHash] = + admissionPlan.fallbackContract.contractHash + metadata[LocalProviderMetadataKeys.turboQuantSelectedMode] = admissionPlan.selectedMode.rawValue + metadata[LocalProviderMetadataKeys.turboQuantAdmittedContext] = + String(admissionPlan.admittedContextTokens) + metadata[LocalProviderMetadataKeys.turboQuantRuntimeBudgetBytes] = + String(admissionPlan.memoryZones.totalPlannedBytes) + metadata[LocalProviderMetadataKeys.turboQuantRuntimeHeadroomBytes] = + String(admissionPlan.memoryCushionBytes) + metadata[LocalProviderMetadataKeys.turboQuantCompressedKVBytes] = + String(admissionPlan.memoryZones.compressedKVBytes) + metadata[LocalProviderMetadataKeys.turboQuantFallbackReserveBytes] = + String( + admissionPlan.memoryZones.packedFallbackBytes + + admissionPlan.memoryZones.decodedFallbackScratchBytes + ) + } + metadata[LocalProviderMetadataKeys.turboQuantRunDecisionID] = decision.decisionID + metadata[LocalProviderMetadataKeys.turboQuantRunDecisionJSON] = metadataJSON(decision) + metadata[LocalProviderMetadataKeys.turboQuantMemoryCalibrationSampleID] = + calibrationSample.id.uuidString + metadata[LocalProviderMetadataKeys.turboQuantMemoryCalibrationSampleJSON] = + metadataJSON(calibrationSample) + + if let failureKind, let failureMessage { + let failureEvent = LocalInferenceFailureEvent( + kind: failureKind, + sourceRepo: "pines", + sourceType: "MLXRuntimeBridge", + message: failureMessage, + recoverable: false, + recommendedAction: LocalInferenceFailureMatrix.rulesByKind[failureKind]?.productMessage, + admissionPlanID: contextPlan?.id, + runDecisionID: decision.decisionID + ) + metadata[LocalProviderMetadataKeys.turboQuantFailureEventJSON] = + metadataJSON(failureEvent) + } + } + #endif + var isLinked: Bool { #if canImport(MLXLLM) && canImport(MLXVLM) && canImport(MLXEmbedders) true @@ -2322,6 +2627,11 @@ private actor MLXRuntimeState { return AsyncThrowingStream { continuation in let task = Task { + var latestTurboQuantContextPlan: ContextAssemblyPlan? + var latestTurboQuantAdmissionPlan: LocalRuntimeAdmissionPlan? + var latestTurboQuantFailureMetadata: [String: String] = [:] + var latestTurboQuantInputTokens: Int? + var latestTurboQuantOutputTokens: Int? defer { generationCancellation.cancel() #if canImport(MLX) @@ -2404,16 +2714,108 @@ private actor MLXRuntimeState { input = try await context.processor.prepare(input: userInput) } let prepareElapsedSeconds = Date().timeIntervalSince(prepareStartedAt) - if let maxContextTokens = profile.quantization.maxKVSize { + var turboQuantContextPlan = Self.minimalContextAssemblyPlan( + exactInputTokens: input.text.tokens.size, + reservedCompletionTokens: generationPlan.reservedCompletionTokens, + historyMessageCount: historyMessages.count + 1, + reducedHistoryForContext: reducedHistoryForContext + ) + var turboQuantAdmissionPlan = Self.localRuntimeAdmissionPlan( + request: request, + install: install, + profile: profile, + contextPlan: turboQuantContextPlan, + memoryCounters: deviceMonitor.memoryCounters() + ) + latestTurboQuantContextPlan = turboQuantContextPlan + latestTurboQuantAdmissionPlan = turboQuantAdmissionPlan + latestTurboQuantInputTokens = input.text.tokens.size + + if let admissionPlan = turboQuantAdmissionPlan, + !admissionPlan.admitted { + var failureMetadata: [String: String] = [:] + Self.appendTurboQuantWave2Metadata( + to: &failureMetadata, + cache: nil, + request: request, + install: install, + profile: profile, + contextPlan: turboQuantContextPlan, + admissionPlan: admissionPlan, + memoryCounters: deviceMonitor.memoryCounters(), + outcome: .rejectedBeforeRun, + failureKind: .memoryAdmissionFailed, + failureMessage: admissionPlan.userFacingMessage, + inputTokens: input.text.tokens.size, + outputTokens: 0 + ) + latestTurboQuantFailureMetadata = failureMetadata + continuation.yield( + .failure( + InferenceStreamFailure( + code: LocalInferenceFailureKind.memoryAdmissionFailed.rawValue, + message: admissionPlan.userFacingMessage, + recoverable: false, + providerMetadata: failureMetadata + ) + ) + ) + return (tokenCount: 0, finish: nil, terminalFailureEmitted: true) + } + + let activeMaxContextTokens = turboQuantAdmissionPlan?.admittedContextTokens + ?? profile.quantization.maxKVSize + if let maxContextTokens = activeMaxContextTokens { if !generationPlan.fitPreparedPrompt( promptTokenCount: input.text.tokens.size, maxContextTokens: maxContextTokens ) { - throw InferenceError.invalidRequest( - "This local request needs \(input.text.tokens.size + generationPlan.reservedCompletionTokens) tokens (\(input.text.tokens.size) prompt + \(generationPlan.reservedCompletionTokens) completion), but \(request.modelID.rawValue) is configured for \(maxContextTokens). Shorten the latest message or reduce local completion tokens." + let message = "This local request needs \(input.text.tokens.size + generationPlan.reservedCompletionTokens) tokens (\(input.text.tokens.size) prompt + \(generationPlan.reservedCompletionTokens) completion), but \(request.modelID.rawValue) is admitted for \(maxContextTokens). Shorten the latest message or reduce local completion tokens." + var failureMetadata: [String: String] = [:] + Self.appendTurboQuantWave2Metadata( + to: &failureMetadata, + cache: nil, + request: request, + install: install, + profile: profile, + contextPlan: turboQuantContextPlan, + admissionPlan: turboQuantAdmissionPlan, + memoryCounters: deviceMonitor.memoryCounters(), + outcome: .rejectedBeforeRun, + failureKind: .contextWindowExceeded, + failureMessage: message, + inputTokens: input.text.tokens.size, + outputTokens: 0 + ) + latestTurboQuantFailureMetadata = failureMetadata + continuation.yield( + .failure( + InferenceStreamFailure( + code: LocalInferenceFailureKind.contextWindowExceeded.rawValue, + message: message, + recoverable: false, + providerMetadata: failureMetadata + ) + ) ) + return (tokenCount: 0, finish: nil, terminalFailureEmitted: true) } } + turboQuantContextPlan = Self.minimalContextAssemblyPlan( + exactInputTokens: input.text.tokens.size, + reservedCompletionTokens: generationPlan.reservedCompletionTokens, + historyMessageCount: historyMessages.count + 1, + reducedHistoryForContext: reducedHistoryForContext + ) + turboQuantAdmissionPlan = Self.localRuntimeAdmissionPlan( + request: request, + install: install, + profile: profile, + contextPlan: turboQuantContextPlan, + memoryCounters: deviceMonitor.memoryCounters() + ) + latestTurboQuantContextPlan = turboQuantContextPlan + latestTurboQuantAdmissionPlan = turboQuantAdmissionPlan let parameters = Self.generateParameters( from: request, profile: profile, @@ -2453,7 +2855,22 @@ private actor MLXRuntimeState { contextMetadata[LocalProviderMetadataKeys.turboQuantFallbackReserveBytes] = String(zones.fallbackReserveBytes) } } + contextMetadata[LocalProviderMetadataKeys.turboQuantContextAssemblyPlanID] = + turboQuantContextPlan.id + contextMetadata[LocalProviderMetadataKeys.turboQuantContextAssemblyPlanJSON] = + Self.metadataJSON(turboQuantContextPlan) + if let turboQuantAdmissionPlan { + contextMetadata[LocalProviderMetadataKeys.turboQuantAdmissionPlanJSON] = + Self.metadataJSON(turboQuantAdmissionPlan) + contextMetadata[LocalProviderMetadataKeys.turboQuantFallbackContractHash] = + turboQuantAdmissionPlan.fallbackContract.contractHash + contextMetadata[LocalProviderMetadataKeys.turboQuantCloudRetryPermitted] = + String(turboQuantAdmissionPlan.fallbackContract.allowCloudRetry) + contextMetadata[LocalProviderMetadataKeys.turboQuantCloudFallbackSuppressed] = + String(!turboQuantAdmissionPlan.fallbackContract.allowCloudRetry) + } contextMetadata.merge(generationPlan.providerMetadata()) { _, new in new } + latestTurboQuantFailureMetadata = contextMetadata if install?.turboQuantFamilySupport == .hybridFull, profile.quantization.kvCacheStrategy == .turboQuant { contextMetadata[LocalProviderMetadataKeys.hybridStateExplanation] = "Attention KV caches use TurboQuant; architecture-specific native state caches remain exact." @@ -2622,6 +3039,21 @@ private actor MLXRuntimeState { partitionSummary: partitionSummary ) providerMetadata.merge(contextMetadata) { _, new in new } + latestTurboQuantOutputTokens = tokenCount + Self.appendTurboQuantWave2Metadata( + to: &providerMetadata, + cache: cache, + request: request, + install: install, + profile: profile, + contextPlan: turboQuantContextPlan, + admissionPlan: turboQuantAdmissionPlan, + memoryCounters: deviceMonitor.memoryCounters(), + outcome: .admittedSucceeded, + inputTokens: input.text.tokens.size, + outputTokens: tokenCount + ) + latestTurboQuantFailureMetadata = providerMetadata finish = InferenceFinish( reason: .stop, providerMetadata: providerMetadata @@ -2714,6 +3146,21 @@ private actor MLXRuntimeState { partitionSummary: partitionSummary ) providerMetadata.merge(contextMetadata) { _, new in new } + latestTurboQuantOutputTokens = completionInfo.generationTokenCount + Self.appendTurboQuantWave2Metadata( + to: &providerMetadata, + cache: cache, + request: request, + install: install, + profile: profile, + contextPlan: turboQuantContextPlan, + admissionPlan: turboQuantAdmissionPlan, + memoryCounters: deviceMonitor.memoryCounters(), + outcome: .admittedSucceeded, + inputTokens: input.text.tokens.size, + outputTokens: completionInfo.generationTokenCount + ) + latestTurboQuantFailureMetadata = providerMetadata let resolvedFinishReason = Self.finishReason( from: completionInfo.stopReason, generatedTokens: completionInfo.generationTokenCount, @@ -2732,7 +3179,31 @@ private actor MLXRuntimeState { providerMetadata: providerMetadata ) } - return (tokenCount: tokenCount, finish: finish) + if finish == nil { + var providerMetadata = Self.localProviderMetadata( + from: cache, + fallbackProfile: profile, + partitionSummary: partitionSummary + ) + providerMetadata.merge(contextMetadata) { _, new in new } + latestTurboQuantOutputTokens = tokenCount + Self.appendTurboQuantWave2Metadata( + to: &providerMetadata, + cache: cache, + request: request, + install: install, + profile: profile, + contextPlan: turboQuantContextPlan, + admissionPlan: turboQuantAdmissionPlan, + memoryCounters: deviceMonitor.memoryCounters(), + outcome: .admittedSucceeded, + inputTokens: input.text.tokens.size, + outputTokens: tokenCount + ) + latestTurboQuantFailureMetadata = providerMetadata + finish = InferenceFinish(reason: .stop, providerMetadata: providerMetadata) + } + return (tokenCount: tokenCount, finish: finish, terminalFailureEmitted: false) } } onCancel: { generationCancellation.cancel() @@ -2740,7 +3211,7 @@ private actor MLXRuntimeState { if let finish = result.finish { continuation.yield(.finish(finish)) - } else if result.tokenCount == 0 { + } else if result.tokenCount == 0 && !result.terminalFailureEmitted { continuation.yield(.finish(InferenceFinish(reason: .stop))) } continuation.finish() @@ -2753,26 +3224,41 @@ private actor MLXRuntimeState { } catch { let reportedError = Self.localRuntimeFailure(from: error) let failureMessage = reportedError.localizedDescription + let failureKind = Self.localFailureKind(from: error) + let calibrationOutcome: RuntimeMemoryCalibrationOutcome = + failureKind == .fallbackBudgetExceeded ? .fallbackBudgetExceeded : .runtimeFailed + var failureMetadata = latestTurboQuantFailureMetadata + Self.appendTurboQuantWave2Metadata( + to: &failureMetadata, + cache: nil, + request: request, + install: install, + profile: profile, + contextPlan: latestTurboQuantContextPlan, + admissionPlan: latestTurboQuantAdmissionPlan, + memoryCounters: deviceMonitor.memoryCounters(), + outcome: calibrationOutcome, + failureKind: failureKind, + failureMessage: failureMessage, + inputTokens: latestTurboQuantInputTokens, + outputTokens: latestTurboQuantOutputTokens + ) #if DEBUG await FreezeBreadcrumbJournal.shared.record( stage: "mlx.generation.failed", detail: failureMessage, - metadata: runtimeMemoryMetadata(merging: [ + metadata: runtimeMemoryMetadata(merging: failureMetadata.merging([ "model_id": request.modelID.rawValue, - ]) + ]) { _, new in new }) ) #endif continuation.yield( .failure( InferenceStreamFailure( - code: { - if case .localRuntimeFailure = reportedError { - return "mlx_local_runtime_failure" - } - return "mlx_generation_failed" - }(), + code: failureKind.rawValue, message: failureMessage, - recoverable: true + recoverable: false, + providerMetadata: failureMetadata ) ) ) diff --git a/Sources/PinesCore/Inference/ContextAssemblyPlan.swift b/Sources/PinesCore/Inference/ContextAssemblyPlan.swift new file mode 100644 index 0000000..f128e2a --- /dev/null +++ b/Sources/PinesCore/Inference/ContextAssemblyPlan.swift @@ -0,0 +1,43 @@ +import Foundation + +public struct ContextAssemblyPlan: Hashable, Codable, Sendable, Identifiable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var id: String + public var strategy: String + public var pinnedPromptTokens: Int + public var includedRecentMessageCount: Int + public var clippedMessageCount: Int + public var droppedMessageCount: Int + public var exactInputTokens: Int + public var reservedCompletionTokens: Int + public var truncationReason: String? + public var createdAt: Date + + public init( + schemaVersion: Int = Self.schemaVersion, + id: String = UUID().uuidString, + strategy: String, + pinnedPromptTokens: Int = 0, + includedRecentMessageCount: Int, + clippedMessageCount: Int = 0, + droppedMessageCount: Int = 0, + exactInputTokens: Int, + reservedCompletionTokens: Int, + truncationReason: String? = nil, + createdAt: Date = Date() + ) { + self.schemaVersion = schemaVersion + self.id = id + self.strategy = strategy + self.pinnedPromptTokens = max(0, pinnedPromptTokens) + self.includedRecentMessageCount = max(0, includedRecentMessageCount) + self.clippedMessageCount = max(0, clippedMessageCount) + self.droppedMessageCount = max(0, droppedMessageCount) + self.exactInputTokens = max(0, exactInputTokens) + self.reservedCompletionTokens = max(0, reservedCompletionTokens) + self.truncationReason = truncationReason + self.createdAt = createdAt + } +} diff --git a/Sources/PinesCore/Inference/InferenceTypes.swift b/Sources/PinesCore/Inference/InferenceTypes.swift index f465209..3c62ad2 100644 --- a/Sources/PinesCore/Inference/InferenceTypes.swift +++ b/Sources/PinesCore/Inference/InferenceTypes.swift @@ -37,6 +37,17 @@ public enum LocalProviderMetadataKeys { public static let turboQuantRuntimeHeadroomBytes = "local.turboquant.runtime_headroom_bytes" public static let turboQuantCompressedKVBytes = "local.turboquant.compressed_kv_bytes" public static let turboQuantFallbackReserveBytes = "local.turboquant.fallback_reserve_bytes" + public static let turboQuantFallbackContractHash = "local.turboquant.fallback_contract_hash" + public static let turboQuantCloudRetryPermitted = "local.turboquant.cloud_retry_permitted" + public static let turboQuantCloudFallbackSuppressed = "local.turboquant.cloud_fallback_suppressed" + public static let turboQuantContextAssemblyPlanID = "local.turboquant.context_assembly_plan_id" + public static let turboQuantContextAssemblyPlanJSON = "local.turboquant.context_assembly_plan_json" + public static let turboQuantAdmissionPlanJSON = "local.turboquant.admission_plan_json" + public static let turboQuantRunDecisionID = "local.turboquant.run_decision_id" + public static let turboQuantRunDecisionJSON = "local.turboquant.run_decision_json" + public static let turboQuantFailureEventJSON = "local.turboquant.failure_event_json" + public static let turboQuantMemoryCalibrationSampleID = "local.turboquant.memory_calibration_sample_id" + public static let turboQuantMemoryCalibrationSampleJSON = "local.turboquant.memory_calibration_sample_json" public static let cacheTopology = "local.cache.topology" public static let turboQuantFamilySupport = "local.turboquant.family_support" public static let attentionCacheCount = "local.cache.attention_count" @@ -1636,11 +1647,33 @@ public struct InferenceStreamFailure: Hashable, Codable, Sendable { public var code: String public var message: String public var recoverable: Bool + public var providerMetadata: [String: String] - public init(code: String, message: String, recoverable: Bool = false) { + public init( + code: String, + message: String, + recoverable: Bool = false, + providerMetadata: [String: String] = [:] + ) { self.code = code self.message = message self.recoverable = recoverable + self.providerMetadata = providerMetadata + } + + private enum CodingKeys: String, CodingKey { + case code + case message + case recoverable + case providerMetadata + } + + public init(from decoder: Decoder) throws { + let container = try decoder.container(keyedBy: CodingKeys.self) + code = try container.decode(String.self, forKey: .code) + message = try container.decode(String.self, forKey: .message) + recoverable = try container.decodeIfPresent(Bool.self, forKey: .recoverable) ?? false + providerMetadata = try container.decodeIfPresent([String: String].self, forKey: .providerMetadata) ?? [:] } } diff --git a/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift b/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift index 587eb2d..0a65009 100644 --- a/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift @@ -62,6 +62,42 @@ struct TurboQuantWave1ControlPlaneTests { #expect(valid.validationErrors.isEmpty) } + @Test func streamFailureCarriesWave2ProviderMetadata() throws { + let contextPlan = ContextAssemblyPlan( + strategy: "mlx-exact-token-preflight-v1", + includedRecentMessageCount: 4, + clippedMessageCount: 1, + exactInputTokens: 512, + reservedCompletionTokens: 128, + truncationReason: "context_window" + ) + let decision = TurboQuantRunDecision( + admission: Self.admissionPlan(contextPlanID: contextPlan.id), + selectedAttentionPath: .twoStageCompressed, + inputTokens: 512, + outputTokens: 0, + contextAssemblyPlanID: contextPlan.id, + memoryCalibrationSampleID: "sample" + ) + let failure = InferenceStreamFailure( + code: LocalInferenceFailureKind.contextWindowExceeded.rawValue, + message: "too long", + recoverable: false, + providerMetadata: [ + LocalProviderMetadataKeys.turboQuantContextAssemblyPlanID: contextPlan.id, + LocalProviderMetadataKeys.turboQuantRunDecisionID: decision.decisionID, + ] + ) + + let decoded = try JSONDecoder().decode( + InferenceStreamFailure.self, + from: try JSONEncoder().encode(failure) + ) + + #expect(decoded.providerMetadata[LocalProviderMetadataKeys.turboQuantContextAssemblyPlanID] == contextPlan.id) + #expect(decoded.providerMetadata[LocalProviderMetadataKeys.turboQuantRunDecisionID] == decision.decisionID) + } + @Test func skeletonSchemasRoundTripCodable() throws { let qualityGate = Self.qualityGate() let evidence = RuntimeProfileEvidence( @@ -95,6 +131,14 @@ struct TurboQuantWave1ControlPlaneTests { try roundTrip(qualityGate) try roundTrip(evidence) try roundTrip(calibration) + try roundTrip( + ContextAssemblyPlan( + strategy: "mlx-current-history-v1", + includedRecentMessageCount: 3, + exactInputTokens: 512, + reservedCompletionTokens: 128 + ) + ) } private static func request( @@ -138,6 +182,33 @@ struct TurboQuantWave1ControlPlaneTests { ) } + private static func admissionPlan(contextPlanID: String) -> LocalRuntimeAdmissionPlan { + LocalRuntimeAdmissionPlan( + admitted: true, + requestedContextTokens: 1024, + admittedContextTokens: 1024, + reservedCompletionTokens: 128, + selectedMode: .balanced, + selectedKVStrategy: .turboQuant, + selectedAttentionPath: .twoStageCompressed, + fallbackContract: .productDefault(for: .balanced), + memoryZones: RuntimeMemoryZones( + modelWeightsBytes: 1, + compressedKVBytes: 2, + rawShadowBytes: 3, + packedFallbackBytes: TurboQuantFallbackContract.defaultReserveBytes(for: .balanced), + decodedFallbackScratchBytes: 4, + vaultIndexBytes: 5, + promptBufferBytes: 6, + metalScratchReserveBytes: 7, + uiReserveBytes: 8, + safetyReserveBytes: 9 + ), + memoryCushionBytes: 10, + userFacingMessage: "admitted" + ) + } + private func roundTrip(_ value: T) throws { let data = try JSONEncoder().encode(value) let decoded = try JSONDecoder().decode(T.self, from: data) diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index f838300..41e35de 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -11,9 +11,9 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `a90b1097df45e4e70b6e0bb367624f8f5857970b` - - `RNT56/mlx-swift-lm`: `af28d8a0e28a5f7d8a012ed66a1470ac00c6f20c` - - Nested `mlx` inside `RNT56/mlx-swift`: `3eb8ef074b911b00ecdbeb47f7bdafd91a123ad0` + - `RNT56/mlx-swift`: `21002cb84fe37204b7cab3fbb363ecbc260bf6a4` + - `RNT56/mlx-swift-lm`: `6b15298efa1fe3db8cb78e15cd2b6bdb95b29075` + - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, a tiled online fused decode path for admitted 64/80/96/112/128/192/240/256 head dimensions, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. - `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a raw-free physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. diff --git a/docs/turboquant-implementation/Wave2-changelog.md b/docs/turboquant-implementation/Wave2-changelog.md new file mode 100644 index 0000000..9c19ab3 --- /dev/null +++ b/docs/turboquant-implementation/Wave2-changelog.md @@ -0,0 +1,94 @@ +# Wave 2 Changelog + +Read this alongside: + +- `14-worker-launch-schedule.md` +- `15-pr-merge-plan.md` +- `08-worker-ownership.md` +- `09-runtime-bridge-integration.md` + +This file tracks Wave 2 implementation progress after the completed Wave 1 handoff. + +## 2026-05-25 + +### Start State + +- Pines Wave 2 worker branch: `tq/integration-runtime-bridge`. +- Pines target integration branch: `codex/local-runtime-hardening`. +- Pines branch base: `ec2e1b8`. +- `mlx-swift` branch head: `21002cb` (`codex/turboquant-core-completion`). +- `mlx-swift-lm` branch head: `6b15298` (`codex/turboquant-completion-hardening`). +- Wave 1 changelog reports W2/W5/W8/W9/W10/W22/W23 complete and validated. +- `compatibility-pair.json` remains `pending`; Wave 2 INT-2A may validate a compatibility branch, but production pin promotion remains Wave 3.5. + +### Wave 2 Scope + +- INT-1: integrate admission, fallback policy, typed failure mapping, RunDecision metadata, memory calibration, and minimal context assembly metadata into the real local MLX generation path. +- INT-2A: validate exact `mlx-swift` and `mlx-swift-lm` commits on a compatibility branch and update `compatibility-pair.json`. + +### Constraints + +- `MLXRuntimeBridge.swift` is INT-1-owned while runtime bridge integration is active. +- `project.yml`, `Package.resolved`, and generated Xcode project files are INT-2A-owned during compatibility validation. +- No Verified compatibility UI activation in Wave 2. +- No production pin promotion in Wave 2. +- No silent cloud retry after local TurboQuant failure. + +### Progress + +- Created this Wave 2 progress log before bridge edits. +- Launched sidecar validation workers for Wave 1 core/LM prerequisite checks and Pines bridge gap scouting. +- Core/LM sidecar validation passed: + - `mlx-swift`: `TurboQuantContractsTests`, `TurboQuantValidationTests`, and + `TurboQuantAttentionRouterTests`. + - `mlx-swift-lm`: `TurboQuantRuntimeFailureTests`, + `TurboQuantCacheRuntimeSnapshotTests`, and `TurboQuantAdmissionPlannerTests`. +- Added minimal `ContextAssemblyPlan.v1` in PinesCore. +- Extended `InferenceStreamFailure` so typed stream failures can carry Wave 2 provider metadata. +- Began INT-1 bridge wiring for request-scoped admission, context assembly plan metadata, + RunDecision metadata, memory calibration samples, typed failure events, and explicit no-cloud + fallback metadata. +- Completed INT-1 bridge wiring in `Pines/Runtime/MLXRuntimeBridge.swift`: + - request-scoped `LocalRuntimeAdmissionService` plan is built after exact token preflight and + before cache creation/generation; + - generation uses the admitted context window for `GenerateParameters.maxKVSize`; + - rejected local runs emit typed failure events before generation; + - successful finishes attach `TurboQuantRunDecision`, `RuntimeMemoryCalibrationSample`, admission, + and minimal context assembly metadata; + - runtime failures emit typed `LocalInferenceFailureKind` codes plus partial RunDecision/failure + metadata; + - cloud retry is explicitly marked disallowed in metadata unless a future route policy enables it. +- Added failure provider metadata propagation through `InferenceStreamFailure` and the main chat + failure flush path. +- Completed INT-2A pin update to: + - `mlx-swift` `21002cb84fe37204b7cab3fbb363ecbc260bf6a4`; + - `mlx-swift-lm` `6b15298efa1fe3db8cb78e15cd2b6bdb95b29075`. +- Regenerated `Pines.xcodeproj` and synchronized the Xcode SwiftPM `Package.resolved` and + `docs/TURBOQUANT.md` pin documentation. +- Updated `compatibility-pair.json` with the Wave 2 validation results. It remains `pending` + because full local Xcode app validation could not complete in this environment. + +### Validation + +- `swift test --filter TurboQuantWave1ControlPlaneTests` passed 6 Swift Testing tests after the + Core metadata additions. +- `swift build --disable-automatic-resolution` passed. +- `swift test --disable-automatic-resolution` passed 142 Swift Testing tests. +- `swift run --disable-automatic-resolution PinesCoreTestRunner` passed. +- `xcrun swiftc -parse -I .build/debug/Modules Pines/Runtime/MLXRuntimeBridge.swift` passed. +- `bash scripts/ci/xcodegen.sh generate` passed. +- `bash scripts/ci/run-xcode-validation.sh prepare`, `generate`, and `finalize` passed. +- `bash scripts/ci/check-mlx-package-pins.sh` passed. +- `mlx-swift`: `swift build` passed; focused Wave 1 prerequisite tests passed. +- `mlx-swift-lm`: `swift build --target MLXLMCommon` passed; focused Wave 1 prerequisite tests + passed. +- Final closeout checks passed: + - `git diff --check`; + - `compatibility-pair.json` JSON parse validation. + +### Validation Blocker + +- `xcodebuild -resolvePackageDependencies`, `xcodebuild build`, and even `xcodebuild -list` idled + locally with a single `xcodebuild` process, no compiler/fetch child process, and no output. The + hung processes were terminated. This prevents marking the compatibility pair `green` from this + workspace even though SwiftPM, XcodeGen drift checks, pin checks, and bridge syntax parse passed. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 6f364a0..1b63568 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -3,20 +3,20 @@ "status": "pending", "pines": { "repo": "pines", - "branch": "codex/local-runtime-hardening", - "commit": "3f979581904c3993a355f4f8e1e5fe7ab9d38d75", - "dirtyAtValidation": false + "branch": "tq/integration-runtime-bridge", + "commit": "ec2e1b8c549d159f7edb038706a0726399af6fd4", + "dirtyAtValidation": true }, "mlxSwift": { "repo": "mlx-swift", "branch": "codex/turboquant-core-completion", - "commit": "f3fe58109faf2b0a74405df321a8474df8803da8", + "commit": "21002cb84fe37204b7cab3fbb363ecbc260bf6a4", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "codex/turboquant-completion-hardening", - "commit": "a1628c8a64b3258b122fa05fd4007e6dfd54cc3d", + "commit": "6b15298efa1fe3db8cb78e15cd2b6bdb95b29075", "dirtyAtValidation": false }, "schemaSet": { @@ -64,56 +64,86 @@ { "repo": "pines", "command": "swift build --disable-automatic-resolution", - "result": "pending", - "notes": "" + "result": "passed", + "notes": "Wave 2 PinesCore build passed after INT-1 metadata and schema additions." }, { "repo": "pines", "command": "swift test --disable-automatic-resolution", - "result": "pending", - "notes": "Reset during Wave 0 reconciliation for the updated pending pair." + "result": "passed", + "notes": "Wave 2 full PinesCore package tests passed: 142 Swift Testing tests." }, { "repo": "pines", "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", - "result": "pending", - "notes": "Reset during Wave 0 reconciliation for the updated pending pair." + "result": "passed", + "notes": "Wave 2 PinesCoreTestRunner passed." }, { "repo": "pines", "command": "bash scripts/ci/xcodegen.sh generate", - "result": "pending", - "notes": "" + "result": "passed", + "notes": "Wave 2 regenerated Pines.xcodeproj after exact MLX pin update." + }, + { + "repo": "pines", + "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh generate && bash scripts/ci/run-xcode-validation.sh finalize", + "result": "passed", + "notes": "Generated project and package-lock drift checks passed." + }, + { + "repo": "pines", + "command": "xcodebuild -list/-resolvePackageDependencies/build", + "result": "failed", + "notes": "Local xcodebuild idled with no compiler/fetch child process and no output; process was terminated. SwiftPM build/test and XcodeGen drift validation passed, but full Xcode app validation remains blocked by local Xcode behavior." }, { "repo": "pines", - "command": "bash scripts/ci/run-xcode-validation.sh", - "result": "pending", - "notes": "" + "command": "xcrun swiftc -parse -I .build/debug/Modules Pines/Runtime/MLXRuntimeBridge.swift", + "result": "passed", + "notes": "Syntax parse of the INT-1 bridge file passed outside Xcode." + }, + { + "repo": "pines", + "command": "bash scripts/ci/check-mlx-package-pins.sh", + "result": "passed", + "notes": "Exact MLX fork pins are synchronized across project.yml and generated Xcode project and are above known-good minimum revisions." + }, + { + "repo": "pines", + "command": "git diff --check", + "result": "passed", + "notes": "Final Wave 2 closeout diff check passed." + }, + { + "repo": "pines", + "command": "node -e \"JSON.parse(require('fs').readFileSync('docs/turboquant-implementation/compatibility-pair.json','utf8'))\"", + "result": "passed", + "notes": "Machine-readable compatibility manifest parses as valid JSON after Wave 2 updates." }, { "repo": "mlx-swift", "command": "swift build", - "result": "pending", - "notes": "" + "result": "passed", + "notes": "Wave 2 sidecar validation; existing unhandled Source/Examples warnings only." }, { "repo": "mlx-swift", - "command": "swift test", - "result": "pending", - "notes": "" + "command": "swift test --filter TurboQuantContractsTests && swift test --filter TurboQuantValidationTests && swift test --filter TurboQuantAttentionRouterTests", + "result": "passed", + "notes": "Wave 2 sidecar validation passed 14 focused Wave 1 prerequisite tests." }, { "repo": "mlx-swift-lm", - "command": "swift build", - "result": "pending", - "notes": "" + "command": "swift build --target MLXLMCommon", + "result": "passed", + "notes": "Wave 2 sidecar validation passed." }, { "repo": "mlx-swift-lm", - "command": "swift test", - "result": "pending", - "notes": "" + "command": "swift test --filter TurboQuantRuntimeFailureTests && swift test --filter TurboQuantCacheRuntimeSnapshotTests && swift test --filter TurboQuantAdmissionPlannerTests", + "result": "passed", + "notes": "Wave 2 sidecar validation passed 17 focused Wave 1 prerequisite tests." } ], "signoffs": { @@ -131,17 +161,18 @@ }, "pinesBridgeIntegration": { "required": true, - "approvedBy": null, - "approvedAt": null, - "notes": "" + "approvedBy": "Codex", + "approvedAt": "2026-05-25T08:59:32Z", + "notes": "INT-1 bridge implementation adds request-scoped admission, minimal ContextAssemblyPlan metadata, RunDecision metadata, calibration sample metadata, typed failure event metadata, and explicit no-cloud fallback markers. Full Xcode app validation is still blocked by local xcodebuild idle behavior, so this compatibility pair remains pending rather than green." } }, "notes": [ "Pending validation. Do not use this file as production evidence until status is green.", - "Wave 0 reconciliation updated this manifest to the current integration branch heads.", - "The Pines commit recorded here is the blocker-resolution docs/control-contract handoff commit; later manifest-only commits may point back to it.", + "Wave 2 INT-2A updated project.yml, generated Xcode project pins, Xcode Package.resolved, and docs/TURBOQUANT.md to the validated Wave 1 MLX pair.", + "The Pines commit recorded here is the branch base for the current uncommitted Wave 2 workspace; dirtyAtValidation remains true until these Wave 2 changes are committed.", "Wave 0 blockers resolved: core contracts are in explicit files, LM typed errors are present, product TurboQuant generation requires throwing models, Pines reuses existing TurboQuant DTOs, and fallback-contract hashes are implemented.", + "Wave 1 prerequisites validated: core contracts/router, LM runtime failures/cache snapshots/admission planner, and PinesCore control-plane tests passed.", "This manifest is not a production pin promotion.", - "Pines project pins and docs/TURBOQUANT.md require later W0/INT-2A reconciliation before this pair can turn green." + "Full Xcode validation could not complete because local xcodebuild idled with no child compiler or fetch process; status remains pending." ] } diff --git a/project.yml b/project.yml index 5da53ba..a6ab099 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: cbea339ac81d701ea24df1bdc8b3008bcb99945a + revision: 21002cb84fe37204b7cab3fbb363ecbc260bf6a4 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 86b5d6bb1c0192f3b229a8b2c08fab59a918957b + revision: 6b15298efa1fe3db8cb78e15cd2b6bdb95b29075 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 876d477082e925a153b6e09a6eb5c9444755ec26 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 11:11:25 +0200 Subject: [PATCH 07/80] Record TurboQuant Wave 2 handoff --- .../Wave2-changelog.md | 21 +++++++++++++++++++ .../compatibility-pair.json | 6 +++--- 2 files changed, 24 insertions(+), 3 deletions(-) diff --git a/docs/turboquant-implementation/Wave2-changelog.md b/docs/turboquant-implementation/Wave2-changelog.md index 9c19ab3..d614f26 100644 --- a/docs/turboquant-implementation/Wave2-changelog.md +++ b/docs/turboquant-implementation/Wave2-changelog.md @@ -92,3 +92,24 @@ This file tracks Wave 2 implementation progress after the completed Wave 1 hando locally with a single `xcodebuild` process, no compiler/fetch child process, and no output. The hung processes were terminated. This prevents marking the compatibility pair `green` from this workspace even though SwiftPM, XcodeGen drift checks, pin checks, and bridge syntax parse passed. + +### Handoff Audit + +- Re-ran the deterministic Wave 2 validation gates during handoff: + - `git diff --check`; + - `swift test --filter TurboQuantWave1ControlPlaneTests`; + - `swift build --disable-automatic-resolution`; + - `swift test --disable-automatic-resolution`; + - `swift run --disable-automatic-resolution PinesCoreTestRunner`; + - `bash scripts/ci/xcodegen.sh generate`; + - `bash scripts/ci/run-xcode-validation.sh prepare`; + - `bash scripts/ci/run-xcode-validation.sh generate`; + - `bash scripts/ci/run-xcode-validation.sh finalize`; + - `bash scripts/ci/check-mlx-package-pins.sh`; + - `compatibility-pair.json` JSON parse; + - `xcrun swiftc -parse -I .build/debug/Modules Pines/Runtime/MLXRuntimeBridge.swift`. +- All deterministic handoff gates passed. +- Committed the Wave 2 implementation as + `a1cdcb4798047c9847a4532730b4b7f59c16fe86`. +- Updated `compatibility-pair.json` to point at the committed Wave 2 integration while preserving + `status: pending` because full local Xcode app validation is still blocked. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 1b63568..cacc688 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -4,8 +4,8 @@ "pines": { "repo": "pines", "branch": "tq/integration-runtime-bridge", - "commit": "ec2e1b8c549d159f7edb038706a0726399af6fd4", - "dirtyAtValidation": true + "commit": "a1cdcb4798047c9847a4532730b4b7f59c16fe86", + "dirtyAtValidation": false }, "mlxSwift": { "repo": "mlx-swift", @@ -169,7 +169,7 @@ "notes": [ "Pending validation. Do not use this file as production evidence until status is green.", "Wave 2 INT-2A updated project.yml, generated Xcode project pins, Xcode Package.resolved, and docs/TURBOQUANT.md to the validated Wave 1 MLX pair.", - "The Pines commit recorded here is the branch base for the current uncommitted Wave 2 workspace; dirtyAtValidation remains true until these Wave 2 changes are committed.", + "The Pines commit recorded here is the committed Wave 2 runtime-bridge integration. The compatibility pair remains pending because full local Xcode app validation could not complete in this workspace.", "Wave 0 blockers resolved: core contracts are in explicit files, LM typed errors are present, product TurboQuant generation requires throwing models, Pines reuses existing TurboQuant DTOs, and fallback-contract hashes are implemented.", "Wave 1 prerequisites validated: core contracts/router, LM runtime failures/cache snapshots/admission planner, and PinesCore control-plane tests passed.", "This manifest is not a production pin promotion.", From 5266cd7e958891ff889019c8f9762e233f62017a Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 11:12:34 +0200 Subject: [PATCH 08/80] Harden Wave 2 admission metadata --- Pines/Runtime/MLXRuntimeBridge.swift | 80 ++++++++++++++++++++++++++-- 1 file changed, 75 insertions(+), 5 deletions(-) diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index fd50d93..6ad0921 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -721,7 +721,7 @@ struct MLXRuntimeBridge: Sendable { message: failureMessage, recoverable: false, recommendedAction: LocalInferenceFailureMatrix.rulesByKind[failureKind]?.productMessage, - admissionPlanID: contextPlan?.id, + admissionPlanID: nil, runDecisionID: decision.decisionID ) metadata[LocalProviderMetadataKeys.turboQuantFailureEventJSON] = @@ -2720,12 +2720,13 @@ private actor MLXRuntimeState { historyMessageCount: historyMessages.count + 1, reducedHistoryForContext: reducedHistoryForContext ) + let admissionMemoryCounters = deviceMonitor.memoryCounters() var turboQuantAdmissionPlan = Self.localRuntimeAdmissionPlan( request: request, install: install, profile: profile, contextPlan: turboQuantContextPlan, - memoryCounters: deviceMonitor.memoryCounters() + memoryCounters: admissionMemoryCounters ) latestTurboQuantContextPlan = turboQuantContextPlan latestTurboQuantAdmissionPlan = turboQuantAdmissionPlan @@ -2742,7 +2743,7 @@ private actor MLXRuntimeState { profile: profile, contextPlan: turboQuantContextPlan, admissionPlan: admissionPlan, - memoryCounters: deviceMonitor.memoryCounters(), + memoryCounters: admissionMemoryCounters, outcome: .rejectedBeforeRun, failureKind: .memoryAdmissionFailed, failureMessage: admissionPlan.userFacingMessage, @@ -2780,7 +2781,7 @@ private actor MLXRuntimeState { profile: profile, contextPlan: turboQuantContextPlan, admissionPlan: turboQuantAdmissionPlan, - memoryCounters: deviceMonitor.memoryCounters(), + memoryCounters: admissionMemoryCounters, outcome: .rejectedBeforeRun, failureKind: .contextWindowExceeded, failureMessage: message, @@ -2812,10 +2813,79 @@ private actor MLXRuntimeState { install: install, profile: profile, contextPlan: turboQuantContextPlan, - memoryCounters: deviceMonitor.memoryCounters() + memoryCounters: admissionMemoryCounters ) latestTurboQuantContextPlan = turboQuantContextPlan latestTurboQuantAdmissionPlan = turboQuantAdmissionPlan + + if let admissionPlan = turboQuantAdmissionPlan, + !admissionPlan.admitted { + var failureMetadata: [String: String] = [:] + Self.appendTurboQuantWave2Metadata( + to: &failureMetadata, + cache: nil, + request: request, + install: install, + profile: profile, + contextPlan: turboQuantContextPlan, + admissionPlan: admissionPlan, + memoryCounters: admissionMemoryCounters, + outcome: .rejectedBeforeRun, + failureKind: .memoryAdmissionFailed, + failureMessage: admissionPlan.userFacingMessage, + inputTokens: input.text.tokens.size, + outputTokens: 0 + ) + latestTurboQuantFailureMetadata = failureMetadata + continuation.yield( + .failure( + InferenceStreamFailure( + code: LocalInferenceFailureKind.memoryAdmissionFailed.rawValue, + message: admissionPlan.userFacingMessage, + recoverable: false, + providerMetadata: failureMetadata + ) + ) + ) + return (tokenCount: 0, finish: nil, terminalFailureEmitted: true) + } + + if let maxContextTokens = turboQuantAdmissionPlan?.admittedContextTokens + ?? profile.quantization.maxKVSize, + !generationPlan.fitPreparedPrompt( + promptTokenCount: input.text.tokens.size, + maxContextTokens: maxContextTokens + ) { + let message = "This local request needs \(input.text.tokens.size + generationPlan.reservedCompletionTokens) tokens (\(input.text.tokens.size) prompt + \(generationPlan.reservedCompletionTokens) completion), but \(request.modelID.rawValue) is admitted for \(maxContextTokens). Shorten the latest message or reduce local completion tokens." + var failureMetadata: [String: String] = [:] + Self.appendTurboQuantWave2Metadata( + to: &failureMetadata, + cache: nil, + request: request, + install: install, + profile: profile, + contextPlan: turboQuantContextPlan, + admissionPlan: turboQuantAdmissionPlan, + memoryCounters: admissionMemoryCounters, + outcome: .rejectedBeforeRun, + failureKind: .contextWindowExceeded, + failureMessage: message, + inputTokens: input.text.tokens.size, + outputTokens: 0 + ) + latestTurboQuantFailureMetadata = failureMetadata + continuation.yield( + .failure( + InferenceStreamFailure( + code: LocalInferenceFailureKind.contextWindowExceeded.rawValue, + message: message, + recoverable: false, + providerMetadata: failureMetadata + ) + ) + ) + return (tokenCount: 0, finish: nil, terminalFailureEmitted: true) + } let parameters = Self.generateParameters( from: request, profile: profile, From f5a554a87b983fcde41e10a21fc1cb4687aa1a55 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 11:13:41 +0200 Subject: [PATCH 09/80] Finalize TurboQuant Wave 2 handoff metadata --- .../xcshareddata/xcschemes/Pines.xcscheme | 25 +++++++------------ .../xcschemes/PinesWatch.xcscheme | 18 ++++++------- .../Wave2-changelog.md | 12 +++++++++ .../compatibility-pair.json | 14 ++++++++--- 4 files changed, 38 insertions(+), 31 deletions(-) diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme index 640df9b..d0cb4cc 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme @@ -1,11 +1,10 @@ + version = "1.3"> + buildImplicitDependencies = "YES"> @@ -58,7 +57,7 @@ @@ -70,13 +69,12 @@ selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" shouldUseLaunchSchemeArgsEnv = "YES" - codeCoverageEnabled = "YES" - onlyGenerateCoverageForSpecifiedTargets = "NO"> + codeCoverageEnabled = "YES"> @@ -94,8 +92,7 @@ + skipped = "NO"> - - - - diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme index 26fe3dd..10f7c9b 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme @@ -1,11 +1,10 @@ + version = "1.3"> + buildImplicitDependencies = "YES"> @@ -27,13 +26,12 @@ buildConfiguration = "Debug" selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" - shouldUseLaunchSchemeArgsEnv = "YES" - onlyGenerateCoverageForSpecifiedTargets = "NO"> + shouldUseLaunchSchemeArgsEnv = "YES"> @@ -56,13 +54,11 @@ - - diff --git a/docs/turboquant-implementation/Wave2-changelog.md b/docs/turboquant-implementation/Wave2-changelog.md index d614f26..62f4eb0 100644 --- a/docs/turboquant-implementation/Wave2-changelog.md +++ b/docs/turboquant-implementation/Wave2-changelog.md @@ -67,6 +67,11 @@ This file tracks Wave 2 implementation progress after the completed Wave 1 hando `docs/TURBOQUANT.md` pin documentation. - Updated `compatibility-pair.json` with the Wave 2 validation results. It remains `pending` because full local Xcode app validation could not complete in this environment. +- Double-check pass tightened the INT-1 bridge: + - final request-scoped admission now reuses the same admission memory snapshot and is rechecked + after completion-token fitting; + - typed `FailureEvent` metadata no longer places a context assembly plan ID in `admissionPlanID` + because `LocalRuntimeAdmissionPlan.v1` has no standalone plan ID field. ### Validation @@ -85,6 +90,10 @@ This file tracks Wave 2 implementation progress after the completed Wave 1 hando - Final closeout checks passed: - `git diff --check`; - `compatibility-pair.json` JSON parse validation. +- Post-double-check focused validation passed: + - `xcrun swiftc -parse -I .build/debug/Modules Pines/Runtime/MLXRuntimeBridge.swift`; + - `swift test --filter TurboQuantWave1ControlPlaneTests`; + - `git diff --check`. ### Validation Blocker @@ -113,3 +122,6 @@ This file tracks Wave 2 implementation progress after the completed Wave 1 hando `a1cdcb4798047c9847a4532730b4b7f59c16fe86`. - Updated `compatibility-pair.json` to point at the committed Wave 2 integration while preserving `status: pending` because full local Xcode app validation is still blocked. +- Committed the post-audit admission metadata hardening as + `5266cd7e958891ff889019c8f9762e233f62017a` and updated `compatibility-pair.json` to use this + code-bearing Wave 2 integration commit. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index cacc688..a0abd64 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -4,7 +4,7 @@ "pines": { "repo": "pines", "branch": "tq/integration-runtime-bridge", - "commit": "a1cdcb4798047c9847a4532730b4b7f59c16fe86", + "commit": "5266cd7e958891ff889019c8f9762e233f62017a", "dirtyAtValidation": false }, "mlxSwift": { @@ -101,7 +101,13 @@ "repo": "pines", "command": "xcrun swiftc -parse -I .build/debug/Modules Pines/Runtime/MLXRuntimeBridge.swift", "result": "passed", - "notes": "Syntax parse of the INT-1 bridge file passed outside Xcode." + "notes": "Syntax parse of the INT-1 bridge file passed outside Xcode, including the post-audit final admission recheck." + }, + { + "repo": "pines", + "command": "swift test --filter TurboQuantWave1ControlPlaneTests", + "result": "passed", + "notes": "Focused Wave 2 control-plane metadata tests passed after the post-audit bridge tightening." }, { "repo": "pines", @@ -163,13 +169,13 @@ "required": true, "approvedBy": "Codex", "approvedAt": "2026-05-25T08:59:32Z", - "notes": "INT-1 bridge implementation adds request-scoped admission, minimal ContextAssemblyPlan metadata, RunDecision metadata, calibration sample metadata, typed failure event metadata, and explicit no-cloud fallback markers. Full Xcode app validation is still blocked by local xcodebuild idle behavior, so this compatibility pair remains pending rather than green." + "notes": "INT-1 bridge implementation adds request-scoped admission, final admission recheck after completion-token fitting, minimal ContextAssemblyPlan metadata, RunDecision metadata, calibration sample metadata, typed failure event metadata, and explicit no-cloud fallback markers. Full Xcode app validation is still blocked by local xcodebuild idle behavior, so this compatibility pair remains pending rather than green." } }, "notes": [ "Pending validation. Do not use this file as production evidence until status is green.", "Wave 2 INT-2A updated project.yml, generated Xcode project pins, Xcode Package.resolved, and docs/TURBOQUANT.md to the validated Wave 1 MLX pair.", - "The Pines commit recorded here is the committed Wave 2 runtime-bridge integration. The compatibility pair remains pending because full local Xcode app validation could not complete in this workspace.", + "The Pines commit recorded here is the committed Wave 2 runtime-bridge integration including the post-audit admission metadata hardening. The compatibility pair remains pending because full local Xcode app validation could not complete in this workspace.", "Wave 0 blockers resolved: core contracts are in explicit files, LM typed errors are present, product TurboQuant generation requires throwing models, Pines reuses existing TurboQuant DTOs, and fallback-contract hashes are implemented.", "Wave 1 prerequisites validated: core contracts/router, LM runtime failures/cache snapshots/admission planner, and PinesCore control-plane tests passed.", "This manifest is not a production pin promotion.", From 8d374ef026883692e655b7514e820dc7fad2ec67 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 12:00:17 +0200 Subject: [PATCH 10/80] Harden TurboQuant Wave 2 runtime admission --- Pines/Runtime/MLXRuntimeBridge.swift | 126 +++++++++++++++++- .../Wave2-changelog.md | 17 +++ 2 files changed, 136 insertions(+), 7 deletions(-) diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 6ad0921..650e439 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -1038,7 +1038,9 @@ struct MLXRuntimeBridge: Sendable { profile: memoryProfile, requestedContextLength: requestedContextLength, userMode: mlxTurboQuantUserMode(from: userMode), - fallbackPolicy: .compressedDecodeAllowed, + fallbackPolicy: mlxTurboQuantFallbackPolicy( + from: TurboQuantFallbackContract.productDefault(for: userMode) + ), preset: mlxTurboQuantAdmissionPreset(from: defaults?.preset ?? .conservativeFallback), valueBits: defaults?.valueBits, groupSize: defaults?.groupSize ?? 64, @@ -1184,7 +1186,9 @@ struct MLXRuntimeBridge: Sendable { preset: selectedPreset, valueBits: selectedValueBits, groupSize: groupSize, - fallbackPolicy: .compressedDecodeAllowed, + fallbackPolicy: coreTurboQuantFallbackPolicy( + from: TurboQuantFallbackContract.productDefault(for: selectedMode) + ), rawBytesPerToken: rawBytesPerToken, packedFallbackBytesPerToken: packedFallbackBytesPerToken, compressedBytesPerToken: currentCompressedBytesPerToken, @@ -1369,6 +1373,50 @@ struct MLXRuntimeBridge: Sendable { ?? .turbo3_5 } + private static func mlxTurboQuantFallbackPolicy( + from contract: PinesCore.TurboQuantFallbackContract + ) -> MLXLMCommon.TurboQuantFallbackPolicy { + if contract.failIfCompressedPathUnavailable { + return .exactRequired + } + if contract.allowDecodedLayerLocalFallback || contract.allowFullDecodedFallback { + return .compressedDecodeAllowed + } + if contract.allowPackedFallback { + return .packedAllowed + } + return .exactRequired + } + + private static func mlxTurboQuantFallbackPolicy( + from policy: PinesCore.TurboQuantFallbackPolicy + ) -> MLXLMCommon.TurboQuantFallbackPolicy { + switch policy { + case .exactRequired: + .exactRequired + case .packedAllowed: + .packedAllowed + case .compressedDecodeAllowed: + .compressedDecodeAllowed + case .fatalOnFailure: + .fatalOnFailure + } + } + + private static func mlxTurboQuantPerCacheResidentBudgetBytes( + admissionPlan: LocalRuntimeAdmissionPlan?, + install: ModelInstall? + ) -> Int? { + guard let admissionPlan else { return nil } + let layerCount = install.map { heuristicModelShape(for: $0).layerCount } ?? 1 + let totalResidentBytes = + admissionPlan.memoryZones.compressedKVBytes + + admissionPlan.memoryZones.rawShadowBytes + + admissionPlan.memoryZones.packedFallbackBytes + + admissionPlan.memoryZones.decodedFallbackScratchBytes + return intClamped(max(1, totalResidentBytes / Int64(max(1, layerCount)))) + } + private static func mlxTurboQuantThermalState(_ state: String?) -> MLXLMCommon.TurboQuantThermalState { switch state?.lowercased() { case "nominal": @@ -1504,6 +1552,21 @@ struct MLXRuntimeBridge: Sendable { } } + private static func coreTurboQuantFallbackPolicy( + from contract: PinesCore.TurboQuantFallbackContract + ) -> PinesCore.TurboQuantFallbackPolicy { + if contract.failIfCompressedPathUnavailable { + return .exactRequired + } + if contract.allowDecodedLayerLocalFallback || contract.allowFullDecodedFallback { + return .compressedDecodeAllowed + } + if contract.allowPackedFallback { + return .packedAllowed + } + return .exactRequired + } + private static func coreTurboQuantAdmissionDowngradeReason( from reason: MLXLMCommon.TurboQuantAdmissionDowngradeReason ) -> PinesCore.TurboQuantAdmissionDowngradeReason { @@ -2891,7 +2954,9 @@ private actor MLXRuntimeState { profile: profile, install: install, maxTokensOverride: generationPlan.effectiveMaxTokens, - maxKVSizeOverride: generationPlan.effectiveMaxKVSize + maxKVSizeOverride: generationPlan.effectiveMaxKVSize, + turboQuantAdmissionPlan: turboQuantAdmissionPlan, + promptTokenCount: input.text.tokens.size ) var contextMetadata: [String: String] = [ ChatContextMetadataKeys.exactInputTokens: String(input.text.tokens.size), @@ -2903,10 +2968,13 @@ private actor MLXRuntimeState { LocalProviderMetadataKeys.turboQuantProfileSource: profile.quantization.turboQuantProfileSource ?? "none", LocalProviderMetadataKeys.cacheTopology: install?.cacheTopology.rawValue ?? ModelCacheTopology.unsupported.rawValue, LocalProviderMetadataKeys.turboQuantFamilySupport: install?.turboQuantFamilySupport.rawValue ?? TurboQuantFamilySupport.none.rawValue, - LocalProviderMetadataKeys.turboQuantAdmissionDecision: profile.quantization.turboQuantAdmission?.admitted == false + LocalProviderMetadataKeys.turboQuantAdmissionDecision: turboQuantAdmissionPlan?.admitted == false ? "refused" : (profile.quantization.kvCacheStrategy == .turboQuant ? "turboQuant" : "plain_rotating_kv"), - LocalProviderMetadataKeys.turboQuantAdmissionReason: profile.quantization.activeFallbackReason ?? "TurboQuant admitted", + LocalProviderMetadataKeys.turboQuantAdmissionReason: + turboQuantAdmissionPlan?.userFacingMessage + ?? profile.quantization.activeFallbackReason + ?? "TurboQuant admitted", LocalProviderMetadataKeys.turboQuantUserMode: profile.quantization.turboQuantUserMode.rawValue, LocalProviderMetadataKeys.generationPrepareElapsedSeconds: String(prepareElapsedSeconds), LocalProviderMetadataKeys.generationPreflightAttempts: String(preflightAttempts), @@ -2934,6 +3002,21 @@ private actor MLXRuntimeState { Self.metadataJSON(turboQuantAdmissionPlan) contextMetadata[LocalProviderMetadataKeys.turboQuantFallbackContractHash] = turboQuantAdmissionPlan.fallbackContract.contractHash + contextMetadata[LocalProviderMetadataKeys.turboQuantSelectedMode] = + turboQuantAdmissionPlan.selectedMode.rawValue + contextMetadata[LocalProviderMetadataKeys.turboQuantAdmittedContext] = + String(turboQuantAdmissionPlan.admittedContextTokens) + contextMetadata[LocalProviderMetadataKeys.turboQuantRuntimeBudgetBytes] = + String(turboQuantAdmissionPlan.memoryZones.totalPlannedBytes) + contextMetadata[LocalProviderMetadataKeys.turboQuantRuntimeHeadroomBytes] = + String(turboQuantAdmissionPlan.memoryCushionBytes) + contextMetadata[LocalProviderMetadataKeys.turboQuantCompressedKVBytes] = + String(turboQuantAdmissionPlan.memoryZones.compressedKVBytes) + contextMetadata[LocalProviderMetadataKeys.turboQuantFallbackReserveBytes] = + String( + turboQuantAdmissionPlan.memoryZones.packedFallbackBytes + + turboQuantAdmissionPlan.memoryZones.decodedFallbackScratchBytes + ) contextMetadata[LocalProviderMetadataKeys.turboQuantCloudRetryPermitted] = String(turboQuantAdmissionPlan.fallbackContract.allowCloudRetry) contextMetadata[LocalProviderMetadataKeys.turboQuantCloudFallbackSuppressed] = @@ -2951,7 +3034,8 @@ private actor MLXRuntimeState { if !profile.quantization.turboQuantProfileDiagnostics.isEmpty { contextMetadata[LocalProviderMetadataKeys.turboQuantProfileDiagnostics] = profile.quantization.turboQuantProfileDiagnostics.joined(separator: " | ") } - if let maxContextTokens = profile.quantization.maxKVSize { + if let maxContextTokens = turboQuantAdmissionPlan?.admittedContextTokens + ?? profile.quantization.maxKVSize { contextMetadata[ChatContextMetadataKeys.contextWindowTokens] = String(maxContextTokens) contextMetadata[ChatContextMetadataKeys.inputBudgetTokens] = String( max(0, maxContextTokens - generationPlan.reservedCompletionTokens) @@ -3543,7 +3627,9 @@ private actor MLXRuntimeState { profile: RuntimeProfile, install: ModelInstall?, maxTokensOverride: Int? = nil, - maxKVSizeOverride: Int? = nil + maxKVSizeOverride: Int? = nil, + turboQuantAdmissionPlan: LocalRuntimeAdmissionPlan? = nil, + promptTokenCount: Int = 0 ) -> GenerateParameters { let turboQuantSeed: UInt64? = profile.quantization.kvCacheStrategy == .turboQuant @@ -3553,6 +3639,17 @@ private actor MLXRuntimeState { cacheLayoutVersion: 3 ) : nil + let turboQuantFallbackPolicy = + turboQuantAdmissionPlan.map { mlxTurboQuantFallbackPolicy(from: $0.fallbackContract) } + ?? profile.quantization.turboQuantAdmission?.memoryPlan + .map { mlxTurboQuantFallbackPolicy(from: $0.fallbackPolicy) } + ?? .compressedDecodeAllowed + let turboQuantAdmissionProfile = install.flatMap { mlxModelMemoryProfile(for: $0) } + let turboQuantRequestedContextLength = + turboQuantAdmissionPlan?.admittedContextTokens + ?? profile.quantization.turboQuantAdmission?.admittedContextLength + ?? maxKVSizeOverride + ?? profile.quantization.maxKVSize return GenerateParameters( maxTokens: maxTokensOverride ?? request.sampling.maxTokens, @@ -3568,6 +3665,21 @@ private actor MLXRuntimeState { ), turboQuantSeed: turboQuantSeed, turboQuantValueBits: resolvedTurboQuantValueBits(for: profile, install: install), + turboQuantAdmissionPolicy: .automatic, + turboQuantAdmission: nil, + turboQuantPerCacheResidentBudgetBytes: mlxTurboQuantPerCacheResidentBudgetBytes( + admissionPlan: turboQuantAdmissionPlan, + install: install + ), + turboQuantAdmissionProfile: turboQuantAdmissionProfile, + turboQuantRequestedContextLength: turboQuantRequestedContextLength, + turboQuantPromptTokenCount: promptTokenCount, + turboQuantUserMode: mlxTurboQuantUserMode( + from: turboQuantAdmissionPlan?.selectedMode + ?? profile.quantization.turboQuantAdmission?.selectedMode + ?? profile.quantization.turboQuantUserMode + ), + turboQuantFallbackPolicy: turboQuantFallbackPolicy, temperature: request.sampling.temperature, topP: request.sampling.topP, repetitionPenalty: request.sampling.repetitionPenalty, diff --git a/docs/turboquant-implementation/Wave2-changelog.md b/docs/turboquant-implementation/Wave2-changelog.md index 62f4eb0..6b3fe06 100644 --- a/docs/turboquant-implementation/Wave2-changelog.md +++ b/docs/turboquant-implementation/Wave2-changelog.md @@ -72,6 +72,14 @@ This file tracks Wave 2 implementation progress after the completed Wave 1 hando after completion-token fitting; - typed `FailureEvent` metadata no longer places a context assembly plan ID in `admissionPlanID` because `LocalRuntimeAdmissionPlan.v1` has no standalone plan ID field. +- End-to-end worker-surface audit closed the remaining INT-1 runtime-boundary gaps: + - mode-derived fallback policy is now passed to MLX-LM admission instead of using a hardcoded + compressed-decode fallback policy; + - `GenerateParameters` now receives the final admission context, prompt token count, + admission profile, fallback policy, and per-cache resident budget derived from the + request-scoped `LocalRuntimeAdmissionPlan`; + - direct context-window metadata now reports the request-scoped admitted context instead of the + legacy profile cap when a Wave 2 admission plan exists. ### Validation @@ -94,6 +102,15 @@ This file tracks Wave 2 implementation progress after the completed Wave 1 hando - `xcrun swiftc -parse -I .build/debug/Modules Pines/Runtime/MLXRuntimeBridge.swift`; - `swift test --filter TurboQuantWave1ControlPlaneTests`; - `git diff --check`. +- Final runtime-boundary audit validation: + - `xcrun swiftc -parse -I .build/debug/Modules Pines/Runtime/MLXRuntimeBridge.swift` passed; + - `swift build --disable-automatic-resolution` passed; + - `swift test --filter TurboQuantWave1ControlPlaneTests` passed; + - `git diff --check` passed. + - `swift test --disable-automatic-resolution` was also re-run in the current + `tq/wave3-evidence-loop` worktree and is blocked by the dirty Wave 3 database schema change: + `openAIParityMigrationAddsTablesAndRunProvenance` still expects schema version 19 while the + dirty worktree has version 20. This is outside the Wave 2 bridge/pin surface. ### Validation Blocker From 6a267188df3eae6a0a31beeea3cd4e04020d3059 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 12:00:26 +0200 Subject: [PATCH 11/80] Implement TurboQuant Wave 3 evidence loop --- .../xcshareddata/xcschemes/Pines.xcscheme | 25 +- .../xcschemes/PinesWatch.xcscheme | 18 +- Pines/App/PinesAppModel+Presentation.swift | 29 +- Pines/App/PinesAppModelTypes.swift | 1 + .../Persistence/GRDBPinesStore+Mapping.swift | 62 +++ Pines/Persistence/GRDBPinesStore.swift | 244 ++++++++++++ Pines/Views/Models/ModelsViewComponents.swift | 64 +++- .../Inference/RuntimeCompatibilityState.swift | 50 +++ .../Inference/RuntimeMemoryCalibration.swift | 132 +++++++ .../Inference/RuntimeProfileEvidence.swift | 123 +++++- .../Inference/TurboQuantBenchmarkReport.swift | 360 ++++++++++++++++++ .../TurboQuantDeviceAcceptanceRunner.swift | 54 +++ .../Inference/TurboQuantQualityGate.swift | 69 ++++ .../Persistence/DatabaseSchema.swift | 84 +++- Sources/PinesCoreTestRunner/main.swift | 6 +- Tests/PinesCoreTests/CoreContractTests.swift | 2 +- .../TurboQuantWave3EvidenceTests.swift | 232 +++++++++++ .../Wave3-changelog.md | 141 +++++++ 18 files changed, 1672 insertions(+), 24 deletions(-) create mode 100644 Sources/PinesCore/Inference/RuntimeCompatibilityState.swift create mode 100644 Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift create mode 100644 Sources/PinesCore/Inference/TurboQuantDeviceAcceptanceRunner.swift create mode 100644 Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift create mode 100644 docs/turboquant-implementation/Wave3-changelog.md diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme index d0cb4cc..640df9b 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme @@ -1,10 +1,11 @@ + version = "1.7"> + buildImplicitDependencies = "YES" + runPostActionsOnFailure = "NO"> @@ -57,7 +58,7 @@ @@ -69,12 +70,13 @@ selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" shouldUseLaunchSchemeArgsEnv = "YES" - codeCoverageEnabled = "YES"> + codeCoverageEnabled = "YES" + onlyGenerateCoverageForSpecifiedTargets = "NO"> @@ -92,7 +94,8 @@ + skipped = "NO" + parallelizable = "NO"> + + + + diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme index 10f7c9b..26fe3dd 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme @@ -1,10 +1,11 @@ + version = "1.7"> + buildImplicitDependencies = "YES" + runPostActionsOnFailure = "NO"> @@ -26,12 +27,13 @@ buildConfiguration = "Debug" selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" - shouldUseLaunchSchemeArgsEnv = "YES"> + shouldUseLaunchSchemeArgsEnv = "YES" + onlyGenerateCoverageForSpecifiedTargets = "NO"> @@ -54,11 +56,13 @@ + + diff --git a/Pines/App/PinesAppModel+Presentation.swift b/Pines/App/PinesAppModel+Presentation.swift index 286fd70..5e41a79 100644 --- a/Pines/App/PinesAppModel+Presentation.swift +++ b/Pines/App/PinesAppModel+Presentation.swift @@ -189,7 +189,7 @@ extension PinesAppModel { readiness = install.state == .installed ? 1 : (install.state == .downloading ? 0.5 : 0) } - let compatibilityWarnings: [String] + var compatibilityWarnings: [String] switch install.verification { case .unsupported: compatibilityWarnings = ["This repository is not compatible with the current MLX runtime profile."] @@ -216,6 +216,30 @@ extension PinesAppModel { ), promptCacheIdentifier: install.repository ) + let runtimeCompatibilityState = RuntimeCompatibilityState.resolve( + installVerification: install.verification, + evidence: nil, + admission: runtimeProfile.quantization.turboQuantAdmission, + requestedContextTokens: runtimeProfile.quantization.turboQuantAdmission?.requestedContextLength + ) + switch runtimeCompatibilityState { + case .verified: + break + case .conservative: + compatibilityWarnings.append("Runs with conservative defaults until matching benchmark evidence is imported.") + case .unverified: + compatibilityWarnings.append("No trusted local benchmark evidence is available for this model/device/mode tuple.") + case .unsupported: + if compatibilityWarnings.isEmpty { + compatibilityWarnings.append("This tuple is unsupported by the current runtime profile.") + } + case .degraded: + compatibilityWarnings.append("Runtime will use a reduced context or fallback path for this tuple.") + case .benchmarkRequired: + compatibilityWarnings.append("Benchmark evidence is required before this tuple can make a support claim.") + case .revoked: + compatibilityWarnings.append("Previous benchmark evidence was revoked and cannot support this tuple.") + } let contextWindow: String if enrichRuntime, let admittedContext = runtimeProfile.quantization.turboQuantAdmission?.admittedContextLength, @@ -239,7 +263,8 @@ extension PinesAppModel { capabilities: install.modalities.map(\.rawValue).sorted(), readiness: readiness, downloadProgress: download, - compatibilityWarnings: compatibilityWarnings + compatibilityWarnings: compatibilityWarnings, + runtimeCompatibilityState: runtimeCompatibilityState ) } diff --git a/Pines/App/PinesAppModelTypes.swift b/Pines/App/PinesAppModelTypes.swift index ef22443..c1b0f53 100644 --- a/Pines/App/PinesAppModelTypes.swift +++ b/Pines/App/PinesAppModelTypes.swift @@ -299,6 +299,7 @@ struct PinesModelPreview: Identifiable, Hashable, Sendable { let readiness: Double let downloadProgress: ModelDownloadProgress? let compatibilityWarnings: [String] + let runtimeCompatibilityState: RuntimeCompatibilityState } extension PinesModelPreview { diff --git a/Pines/Persistence/GRDBPinesStore+Mapping.swift b/Pines/Persistence/GRDBPinesStore+Mapping.swift index 60a7dda..0cce382 100644 --- a/Pines/Persistence/GRDBPinesStore+Mapping.swift +++ b/Pines/Persistence/GRDBPinesStore+Mapping.swift @@ -136,6 +136,68 @@ extension GRDBPinesStore { ) } + static func runtimeProfileEvidence(from row: Row) -> RuntimeProfileEvidence { + RuntimeProfileEvidence( + id: UUID(uuidString: row["id"]) ?? UUID(), + schemaVersion: row["schema_version"], + evidenceLevel: RuntimeEvidenceLevel(rawValue: row["evidence_level"]) ?? .unverified, + compatibilityPairID: row["compatibility_pair_id"], + modelID: row["model_id"], + modelRevision: row["model_revision"] as String?, + tokenizerHash: row["tokenizer_hash"] as String?, + profileHash: row["profile_hash"] as String?, + fallbackContractHash: row["fallback_contract_hash"], + deviceClass: DevicePerformanceClass(rawValue: row["device_class"]) ?? .futureVerified, + hardwareModel: row["hardware_model"] as String?, + osBuild: row["os_build"], + userMode: TurboQuantUserMode(rawValue: row["user_mode"]) ?? .balanced, + turboQuantPreset: row["turboquant_preset"] as String?, + valueBits: row["value_bits"] as Int?, + groupSize: row["group_size"] as Int?, + layoutVersion: row["layout_version"] as Int?, + activeAttentionPath: (row["active_attention_path"] as String?).flatMap(TurboQuantAttentionPath.init(rawValue:)), + admittedContextTokens: row["admitted_context_tokens"], + peakMemoryBytes: row["peak_memory_bytes"], + promptTokensPerSecond: row["prompt_tokens_per_second"] as Double?, + decodeTokensPerSecondP50: row["decode_tokens_per_second_p50"] as Double?, + decodeTokensPerSecondP95: row["decode_tokens_per_second_p95"] as Double?, + firstTokenLatencyMS: row["first_token_latency_ms"] as Double?, + qualityGate: decodeJSON(row["quality_gate_json"] as String?) ?? TurboQuantQualityGate( + benchmarkSuiteID: "unknown", + deterministicTop1MatchRate: 0, + logitKLDivergenceMean: 1_000_000, + logitMaxAbsErrorP95: 1_000_000, + noNaNOrInf: false, + fallbackEquivalent: false, + prefillExact: false, + gateReason: "quality gate JSON decode failed", + passed: false + ), + memoryCalibrationSampleID: (row["memory_calibration_sample_id"] as String?).flatMap(UUID.init(uuidString:)), + revokedReason: row["revoked_reason"] as String?, + createdAt: Date(timeIntervalSinceReferenceDate: row["created_at"]) + ) + } + + static func runtimeEvidenceRevocation(from row: Row) -> RuntimeEvidenceRevocation { + RuntimeEvidenceRevocation( + id: UUID(uuidString: row["id"]) ?? UUID(), + schemaVersion: row["schema_version"], + evidenceID: UUID(uuidString: row["evidence_id"]) ?? UUID(), + revokedAt: Date(timeIntervalSinceReferenceDate: row["revoked_at"]), + reason: row["reason"], + replacementEvidenceID: (row["replacement_evidence_id"] as String?).flatMap(UUID.init(uuidString:)) + ) + } + + static func runtimeMemoryCalibrationSample(from row: Row) -> RuntimeMemoryCalibrationSample? { + decodeJSON(row["sample_json"] as String?) + } + + static func runtimeMemoryCalibration(from row: Row) -> RuntimeMemoryCalibration? { + decodeJSON(row["calibration_json"] as String?) + } + static func vaultDocument(from row: Row) -> VaultDocumentRecord { VaultDocumentRecord( id: UUID(uuidString: row["id"]) ?? UUID(), diff --git a/Pines/Persistence/GRDBPinesStore.swift b/Pines/Persistence/GRDBPinesStore.swift index c3d1e6b..6aaf0a6 100644 --- a/Pines/Persistence/GRDBPinesStore.swift +++ b/Pines/Persistence/GRDBPinesStore.swift @@ -843,6 +843,250 @@ actor GRDBPinesStore: } } + // MARK: - TurboQuant Evidence + + func upsertTurboQuantProfileEvidence(_ evidence: RuntimeProfileEvidence) async throws { + try await database.write { db in + try db.execute( + sql: """ + INSERT INTO turboquant_profile_evidence + (id, schema_version, evidence_level, compatibility_pair_id, model_id, + model_revision, tokenizer_hash, profile_hash, fallback_contract_hash, + device_class, hardware_model, os_build, user_mode, turboquant_preset, + value_bits, group_size, layout_version, active_attention_path, + admitted_context_tokens, peak_memory_bytes, prompt_tokens_per_second, + decode_tokens_per_second_p50, decode_tokens_per_second_p95, + first_token_latency_ms, quality_gate_json, memory_calibration_sample_id, + revoked_reason, created_at) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) + ON CONFLICT(id) DO UPDATE SET + evidence_level = excluded.evidence_level, + compatibility_pair_id = excluded.compatibility_pair_id, + model_id = excluded.model_id, + model_revision = excluded.model_revision, + tokenizer_hash = excluded.tokenizer_hash, + profile_hash = excluded.profile_hash, + fallback_contract_hash = excluded.fallback_contract_hash, + device_class = excluded.device_class, + hardware_model = excluded.hardware_model, + os_build = excluded.os_build, + user_mode = excluded.user_mode, + turboquant_preset = excluded.turboquant_preset, + value_bits = excluded.value_bits, + group_size = excluded.group_size, + layout_version = excluded.layout_version, + active_attention_path = excluded.active_attention_path, + admitted_context_tokens = excluded.admitted_context_tokens, + peak_memory_bytes = excluded.peak_memory_bytes, + prompt_tokens_per_second = excluded.prompt_tokens_per_second, + decode_tokens_per_second_p50 = excluded.decode_tokens_per_second_p50, + decode_tokens_per_second_p95 = excluded.decode_tokens_per_second_p95, + first_token_latency_ms = excluded.first_token_latency_ms, + quality_gate_json = excluded.quality_gate_json, + memory_calibration_sample_id = excluded.memory_calibration_sample_id, + revoked_reason = excluded.revoked_reason, + created_at = excluded.created_at + """, + arguments: [ + evidence.id.uuidString, + evidence.schemaVersion, + evidence.evidenceLevel.rawValue, + evidence.compatibilityPairID, + evidence.modelID, + evidence.modelRevision, + evidence.tokenizerHash, + evidence.profileHash, + evidence.fallbackContractHash, + evidence.deviceClass.rawValue, + evidence.hardwareModel, + evidence.osBuild, + evidence.userMode.rawValue, + evidence.turboQuantPreset, + evidence.valueBits, + evidence.groupSize, + evidence.layoutVersion, + evidence.activeAttentionPath?.rawValue, + evidence.admittedContextTokens, + evidence.peakMemoryBytes, + evidence.promptTokensPerSecond, + evidence.decodeTokensPerSecondP50, + evidence.decodeTokensPerSecondP95, + evidence.firstTokenLatencyMS, + Self.encodeJSON(evidence.qualityGate) ?? "{}", + evidence.memoryCalibrationSampleID?.uuidString, + evidence.revokedReason, + evidence.createdAt.timeIntervalSinceReferenceDate, + ] + ) + } + } + + func turboQuantProfileEvidence( + modelID: String, + deviceClass: DevicePerformanceClass, + mode: TurboQuantUserMode, + fallbackContractHash: String + ) async throws -> RuntimeProfileEvidence? { + try await database.read { db in + try Row.fetchOne( + db, + sql: """ + SELECT * FROM turboquant_profile_evidence + WHERE model_id = ? + AND device_class = ? + AND user_mode = ? + AND fallback_contract_hash = ? + AND evidence_level != ? + AND revoked_reason IS NULL + ORDER BY created_at DESC + LIMIT 1 + """, + arguments: [ + modelID, + deviceClass.rawValue, + mode.rawValue, + fallbackContractHash, + RuntimeEvidenceLevel.revoked.rawValue, + ] + ).map(Self.runtimeProfileEvidence(from:)) + } + } + + func listTurboQuantProfileEvidence(modelID: String? = nil) async throws -> [RuntimeProfileEvidence] { + try await database.read { db in + let rows: [Row] + if let modelID { + rows = try Row.fetchAll( + db, + sql: "SELECT * FROM turboquant_profile_evidence WHERE model_id = ? ORDER BY created_at DESC", + arguments: [modelID] + ) + } else { + rows = try Row.fetchAll( + db, + sql: "SELECT * FROM turboquant_profile_evidence ORDER BY created_at DESC" + ) + } + return rows.map(Self.runtimeProfileEvidence(from:)) + } + } + + func revokeTurboQuantProfileEvidence(id: UUID, reason: String, replacementEvidenceID: UUID? = nil) async throws { + let revocation = RuntimeEvidenceRevocation( + evidenceID: id, + reason: reason, + replacementEvidenceID: replacementEvidenceID + ) + try await database.write { db in + try db.execute( + sql: "UPDATE turboquant_profile_evidence SET evidence_level = ?, revoked_reason = ? WHERE id = ?", + arguments: [RuntimeEvidenceLevel.revoked.rawValue, reason, id.uuidString] + ) + try db.execute( + sql: """ + INSERT INTO turboquant_evidence_revocations + (id, schema_version, evidence_id, revoked_at, reason, replacement_evidence_id) + VALUES (?, ?, ?, ?, ?, ?) + """, + arguments: [ + revocation.id.uuidString, + revocation.schemaVersion, + revocation.evidenceID.uuidString, + revocation.revokedAt.timeIntervalSinceReferenceDate, + revocation.reason, + revocation.replacementEvidenceID?.uuidString, + ] + ) + } + } + + func upsertRuntimeMemoryCalibrationSample(_ sample: RuntimeMemoryCalibrationSample) async throws { + try await database.write { db in + try db.execute( + sql: """ + INSERT INTO turboquant_memory_calibration_samples + (id, sample_json, compatibility_pair_id, model_id, model_revision, + device_class, user_mode, attention_path, run_outcome, + requested_context_tokens, admitted_context_tokens, + observed_peak_memory_bytes, memory_warnings_seen, created_at) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) + ON CONFLICT(id) DO UPDATE SET + sample_json = excluded.sample_json, + compatibility_pair_id = excluded.compatibility_pair_id, + model_id = excluded.model_id, + model_revision = excluded.model_revision, + device_class = excluded.device_class, + user_mode = excluded.user_mode, + attention_path = excluded.attention_path, + run_outcome = excluded.run_outcome, + requested_context_tokens = excluded.requested_context_tokens, + admitted_context_tokens = excluded.admitted_context_tokens, + observed_peak_memory_bytes = excluded.observed_peak_memory_bytes, + memory_warnings_seen = excluded.memory_warnings_seen, + created_at = excluded.created_at + """, + arguments: [ + sample.id.uuidString, + Self.encodeJSON(sample) ?? "{}", + sample.compatibilityPairID, + sample.modelID, + sample.modelRevision, + sample.deviceClass.rawValue, + sample.userMode.rawValue, + sample.attentionPath?.rawValue, + sample.runOutcome, + sample.requestedContextTokens, + sample.admittedContextTokens, + sample.observedPeakMemoryBytes, + sample.memoryWarningsSeen, + sample.createdAt.timeIntervalSinceReferenceDate, + ] + ) + } + } + + func upsertRuntimeMemoryCalibration(_ calibration: RuntimeMemoryCalibration) async throws { + let id = [ + calibration.deviceClass.rawValue, + calibration.modelFamily.lowercased(), + calibration.attentionPath.rawValue, + ].joined(separator: "|") + try await database.write { db in + try db.execute( + sql: """ + INSERT INTO turboquant_memory_calibrations + (id, calibration_json, device_class, model_family, attention_path, + sample_count, estimated_to_actual_peak_ratio_p95, scratch_multiplier, + fallback_multiplier, safety_reserve_bytes, stale_after, updated_at) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) + ON CONFLICT(id) DO UPDATE SET + calibration_json = excluded.calibration_json, + sample_count = excluded.sample_count, + estimated_to_actual_peak_ratio_p95 = excluded.estimated_to_actual_peak_ratio_p95, + scratch_multiplier = excluded.scratch_multiplier, + fallback_multiplier = excluded.fallback_multiplier, + safety_reserve_bytes = excluded.safety_reserve_bytes, + stale_after = excluded.stale_after, + updated_at = excluded.updated_at + """, + arguments: [ + id, + Self.encodeJSON(calibration) ?? "{}", + calibration.deviceClass.rawValue, + calibration.modelFamily, + calibration.attentionPath.rawValue, + calibration.sampleCount, + calibration.estimatedToActualPeakRatioP95, + calibration.scratchMultiplier, + calibration.fallbackMultiplier, + calibration.safetyReserveBytes, + calibration.staleAfter?.timeIntervalSinceReferenceDate, + calibration.updatedAt.timeIntervalSinceReferenceDate, + ] + ) + } + } + // MARK: - Vault func listDocuments() async throws -> [VaultDocumentRecord] { diff --git a/Pines/Views/Models/ModelsViewComponents.swift b/Pines/Views/Models/ModelsViewComponents.swift index 3524115..c8f28ef 100644 --- a/Pines/Views/Models/ModelsViewComponents.swift +++ b/Pines/Views/Models/ModelsViewComponents.swift @@ -837,10 +837,17 @@ struct ModelDetailView: View { private var compatibilityCard: some View { PinesCardSection("Compatibility", subtitle: "Warnings surfaced before install or execution.", systemImage: "exclamationmark.triangle") { + Label(model.runtimeCompatibilityState.title, systemImage: model.runtimeCompatibilityState.systemImage) + .font(theme.typography.callout.weight(.semibold)) + .foregroundStyle(model.runtimeCompatibilityState.tint(in: theme)) + .lineLimit(2) + .minimumScaleFactor(0.86) + .pinesSurface(.inset, padding: theme.spacing.small) + ForEach(model.compatibilityWarnings, id: \.self) { warning in Label(warning, systemImage: "exclamationmark.triangle.fill") .font(theme.typography.callout) - .foregroundStyle(model.install.verification == .unsupported ? theme.colors.danger : theme.colors.warning) + .foregroundStyle(model.runtimeCompatibilityState == .unsupported ? theme.colors.danger : theme.colors.warning) .lineLimit(3) .minimumScaleFactor(0.86) .pinesSurface(.inset, padding: theme.spacing.small) @@ -849,6 +856,61 @@ struct ModelDetailView: View { } } +private extension RuntimeCompatibilityState { + var title: String { + switch self { + case .verified: + "Verified by benchmark evidence" + case .conservative: + "Conservative" + case .unverified: + "Unverified" + case .unsupported: + "Unsupported" + case .degraded: + "Degraded" + case .benchmarkRequired: + "Benchmark required" + case .revoked: + "Revoked" + } + } + + var systemImage: String { + switch self { + case .verified: + "checkmark.seal.fill" + case .conservative: + "shield" + case .unverified: + "questionmark.circle" + case .unsupported: + "xmark.octagon" + case .degraded: + "arrow.down.forward.circle" + case .benchmarkRequired: + "speedometer" + case .revoked: + "exclamationmark.octagon" + } + } + + func tint(in theme: PinesTheme) -> Color { + switch self { + case .verified: + theme.colors.success + case .conservative: + theme.colors.accent + case .unverified: + theme.colors.secondaryText + case .unsupported, .revoked: + theme.colors.danger + case .degraded, .benchmarkRequired: + theme.colors.warning + } + } +} + private struct FlowPills: View { @Environment(\.pinesTheme) private var theme let items: [String] diff --git a/Sources/PinesCore/Inference/RuntimeCompatibilityState.swift b/Sources/PinesCore/Inference/RuntimeCompatibilityState.swift new file mode 100644 index 0000000..fe99b77 --- /dev/null +++ b/Sources/PinesCore/Inference/RuntimeCompatibilityState.swift @@ -0,0 +1,50 @@ +import Foundation + +public enum RuntimeCompatibilityState: String, Hashable, Codable, Sendable, CaseIterable { + case verified + case conservative + case unverified + case unsupported + case degraded + case benchmarkRequired + case revoked + + public var allowsProductClaim: Bool { + self == .verified + } + + public static func resolve( + installVerification: ModelVerificationState, + evidence: RuntimeProfileEvidence?, + admission: TurboQuantAdmission?, + requestedContextTokens: Int? = nil + ) -> RuntimeCompatibilityState { + if evidence?.evidenceLevel == .revoked || evidence?.revokedReason != nil { + return .revoked + } + if evidence?.evidenceLevel.canMakeProductCompatibilityClaim == true { + if let admission, admission.admitted == false { + return .degraded + } + return .verified + } + if installVerification == .unsupported { + return .unsupported + } + if let admission, admission.admitted == false { + return .unsupported + } + if let admission, + let requestedContextTokens, + admission.admittedContextLength < requestedContextTokens { + return .degraded + } + if installVerification == .experimental { + return .benchmarkRequired + } + if installVerification == .verified { + return .conservative + } + return .unverified + } +} diff --git a/Sources/PinesCore/Inference/RuntimeMemoryCalibration.swift b/Sources/PinesCore/Inference/RuntimeMemoryCalibration.swift index 5b760a2..d89cf6c 100644 --- a/Sources/PinesCore/Inference/RuntimeMemoryCalibration.swift +++ b/Sources/PinesCore/Inference/RuntimeMemoryCalibration.swift @@ -209,3 +209,135 @@ public struct RuntimeMemoryCalibrationSummary: Hashable, Codable, Sendable { self.updatedAt = calibration.updatedAt } } + +public struct RuntimeMemoryCalibrationAggregator: Sendable { + public init() {} + + public func aggregate( + samples: [RuntimeMemoryCalibrationSample], + deviceClass: DevicePerformanceClass, + modelFamily: String, + attentionPath: TurboQuantAttentionPath, + staleAfter: Date? = nil, + updatedAt: Date = Date() + ) -> RuntimeMemoryCalibration? { + let matching = samples.filter { + $0.deviceClass == deviceClass + && $0.modelID.localizedCaseInsensitiveContains(modelFamily) + && ($0.attentionPath ?? attentionPath) == attentionPath + } + guard !matching.isEmpty else { return nil } + + let peakRatios = matching.compactMap { sample -> Double? in + guard let observed = sample.observedPeakMemoryBytes, observed > 0 else { return nil } + let estimated = max(1, sample.estimatedCompressedKVBytes + sample.estimatedFallbackBytes + sample.estimatedScratchBytes) + return Double(observed) / Double(estimated) + } + let scratchRatios = matching.compactMap { sample -> Double? in + guard let actual = sample.availableMemoryAtPrefillEnd ?? sample.availableMemoryAtDecodeEnd, + sample.availableMemoryAtAdmission > actual + else { return nil } + let observedDelta = sample.availableMemoryAtAdmission - actual + return Double(observedDelta) / Double(max(1, sample.estimatedScratchBytes)) + } + let fallbackRatios = matching.compactMap { sample -> Double? in + guard let actual = sample.actualFallbackBytes, actual > 0 else { return nil } + return Double(actual) / Double(max(1, sample.estimatedFallbackBytes)) + } + let warningPenalty: Int64 = matching.contains { $0.memoryWarningsSeen > 0 } ? 256 * 1_024 * 1_024 : 0 + let minimumAdmissionMemory = matching.map(\.availableMemoryAtAdmission).min() + let defaultSafetyReserve: Int64 = 512 * 1_024 * 1_024 + let baseSafetyReserve: Int64 + if let minimumAdmissionMemory { + baseSafetyReserve = max(defaultSafetyReserve, minimumAdmissionMemory / 5) + } else { + baseSafetyReserve = defaultSafetyReserve + } + + return RuntimeMemoryCalibration( + deviceClass: deviceClass, + modelFamily: modelFamily, + attentionPath: attentionPath, + sampleCount: matching.count, + estimatedToActualPeakRatioP95: percentile95(peakRatios, defaultValue: 1), + scratchMultiplier: percentile95(scratchRatios, defaultValue: 1), + fallbackMultiplier: percentile95(fallbackRatios, defaultValue: 1), + safetyReserveBytes: baseSafetyReserve + warningPenalty, + staleAfter: staleAfter, + updatedAt: updatedAt + ) + } + + private func percentile95(_ values: [Double], defaultValue: Double) -> Double { + let sorted = values.filter { $0.isFinite && $0 > 0 }.sorted() + guard !sorted.isEmpty else { return defaultValue } + let index = min(sorted.count - 1, Int((Double(sorted.count - 1) * 0.95).rounded(.up))) + return max(defaultValue, sorted[index]) + } +} + +public actor RuntimeMemoryCalibrationStore { + private var samples: [UUID: RuntimeMemoryCalibrationSample] = [:] + private var calibrations: [String: RuntimeMemoryCalibration] = [:] + + public init( + samples: [RuntimeMemoryCalibrationSample] = [], + calibrations: [RuntimeMemoryCalibration] = [] + ) { + self.samples = Dictionary(uniqueKeysWithValues: samples.map { ($0.id, $0) }) + self.calibrations = Dictionary(uniqueKeysWithValues: calibrations.map { (Self.key($0.deviceClass, $0.modelFamily, $0.attentionPath), $0) }) + } + + public func upsertSample(_ sample: RuntimeMemoryCalibrationSample) { + samples[sample.id] = sample + } + + public func upsertCalibration(_ calibration: RuntimeMemoryCalibration) { + calibrations[Self.key(calibration.deviceClass, calibration.modelFamily, calibration.attentionPath)] = calibration + } + + public func aggregate( + deviceClass: DevicePerformanceClass, + modelFamily: String, + attentionPath: TurboQuantAttentionPath, + staleAfter: Date? = nil + ) -> RuntimeMemoryCalibration? { + guard let calibration = RuntimeMemoryCalibrationAggregator().aggregate( + samples: Array(samples.values), + deviceClass: deviceClass, + modelFamily: modelFamily, + attentionPath: attentionPath, + staleAfter: staleAfter + ) else { + return nil + } + upsertCalibration(calibration) + return calibration + } + + public func calibration( + deviceClass: DevicePerformanceClass, + modelFamily: String, + attentionPath: TurboQuantAttentionPath, + at date: Date = Date() + ) -> RuntimeMemoryCalibration? { + let calibration = calibrations[Self.key(deviceClass, modelFamily, attentionPath)] + return calibration?.isStale(at: date) == true ? nil : calibration + } + + public func allSamples() -> [RuntimeMemoryCalibrationSample] { + samples.values.sorted { $0.createdAt > $1.createdAt } + } + + public func allCalibrations() -> [RuntimeMemoryCalibration] { + calibrations.values.sorted { $0.updatedAt > $1.updatedAt } + } + + private static func key( + _ deviceClass: DevicePerformanceClass, + _ modelFamily: String, + _ attentionPath: TurboQuantAttentionPath + ) -> String { + "\(deviceClass.rawValue)|\(modelFamily.lowercased())|\(attentionPath.rawValue)" + } +} diff --git a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift index 7cee12a..b2993ca 100644 --- a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift +++ b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift @@ -105,8 +105,36 @@ public struct RuntimeProfileEvidence: Hashable, Codable, Sendable, Identifiable } } +public struct RuntimeEvidenceRevocation: Hashable, Codable, Sendable, Identifiable { + public static let schemaVersion = 1 + + public var id: UUID + public var schemaVersion: Int + public var evidenceID: UUID + public var revokedAt: Date + public var reason: String + public var replacementEvidenceID: UUID? + + public init( + id: UUID = UUID(), + schemaVersion: Int = Self.schemaVersion, + evidenceID: UUID, + revokedAt: Date = Date(), + reason: String, + replacementEvidenceID: UUID? = nil + ) { + self.id = id + self.schemaVersion = schemaVersion + self.evidenceID = evidenceID + self.revokedAt = revokedAt + self.reason = reason + self.replacementEvidenceID = replacementEvidenceID + } +} + public actor ProfileEvidenceStore { private var records: [UUID: RuntimeProfileEvidence] = [:] + private var revocations: [RuntimeEvidenceRevocation] = [] public init(records: [RuntimeProfileEvidence] = []) { self.records = Dictionary(uniqueKeysWithValues: records.map { ($0.id, $0) }) @@ -134,10 +162,101 @@ public actor ProfileEvidenceStore { .first } - public func revoke(id: UUID, reason: String) { - guard var evidence = records[id] else { return } + public func evidence( + modelID: String, + modelRevision: String?, + tokenizerHash: String?, + profileHash: String?, + compatibilityPairID: String, + deviceClass: DevicePerformanceClass, + hardwareModel: String?, + osBuild: String?, + mode: TurboQuantUserMode, + fallbackContractHash: String, + minimumContextTokens: Int + ) -> RuntimeProfileEvidence? { + records.values + .filter { + $0.modelID == modelID + && $0.modelRevision == modelRevision + && $0.tokenizerHash == tokenizerHash + && $0.profileHash == profileHash + && $0.compatibilityPairID == compatibilityPairID + && $0.deviceClass == deviceClass + && (hardwareModel == nil || $0.hardwareModel == hardwareModel) + && (osBuild == nil || $0.osBuild == osBuild) + && $0.userMode == mode + && $0.fallbackContractHash == fallbackContractHash + && $0.admittedContextTokens >= minimumContextTokens + && $0.evidenceLevel.canMakeProductCompatibilityClaim + && $0.revokedReason == nil + } + .sorted { $0.createdAt > $1.createdAt } + .first + } + + @discardableResult + public func importBenchmarkReport( + _ report: TurboQuantBenchmarkReport, + policy: TurboQuantBenchmarkImportPolicy + ) throws -> TurboQuantBenchmarkImportResult { + let result = try TurboQuantBenchmarkImporter().importReport(report, policy: policy) + let revoked = revokeConflictingEvidence(replacedBy: result.evidence) + records[result.evidence.id] = result.evidence + return TurboQuantBenchmarkImportResult( + evidence: result.evidence, + memoryCalibrationSample: result.memoryCalibrationSample, + revocations: revoked + ) + } + + @discardableResult + public func revoke( + id: UUID, + reason: String, + replacementEvidenceID: UUID? = nil + ) -> RuntimeEvidenceRevocation? { + guard var evidence = records[id] else { return nil } evidence.evidenceLevel = .revoked evidence.revokedReason = reason records[id] = evidence + let revocation = RuntimeEvidenceRevocation( + evidenceID: id, + reason: reason, + replacementEvidenceID: replacementEvidenceID + ) + revocations.append(revocation) + return revocation + } + + public func allEvidence() -> [RuntimeProfileEvidence] { + records.values.sorted { $0.createdAt > $1.createdAt } + } + + public func allRevocations() -> [RuntimeEvidenceRevocation] { + revocations.sorted { $0.revokedAt > $1.revokedAt } + } + + private func revokeConflictingEvidence(replacedBy replacement: RuntimeProfileEvidence) -> [RuntimeEvidenceRevocation] { + var revoked: [RuntimeEvidenceRevocation] = [] + for record in records.values where conflicts(record, replacement) && record.evidenceLevel != .revoked { + if let revocation = revoke( + id: record.id, + reason: "superseded by newer benchmark evidence", + replacementEvidenceID: replacement.id + ) { + revoked.append(revocation) + } + } + return revoked + } + + private func conflicts(_ lhs: RuntimeProfileEvidence, _ rhs: RuntimeProfileEvidence) -> Bool { + lhs.modelID == rhs.modelID + && lhs.deviceClass == rhs.deviceClass + && lhs.userMode == rhs.userMode + && lhs.fallbackContractHash == rhs.fallbackContractHash + && lhs.compatibilityPairID == rhs.compatibilityPairID + && lhs.id != rhs.id } } diff --git a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift new file mode 100644 index 0000000..f172005 --- /dev/null +++ b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift @@ -0,0 +1,360 @@ +import Foundation + +public struct TurboQuantBenchmarkReport: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var compatibilityPairID: String + public var producer: SchemaProducer + public var device: TurboQuantBenchmarkDevice + public var model: TurboQuantBenchmarkModel + public var runtime: TurboQuantBenchmarkRuntime + public var metrics: TurboQuantBenchmarkMetrics + public var qualityGate: TurboQuantQualityGate + public var memoryCalibrationSample: RuntimeMemoryCalibrationSample? + public var createdAt: Date + + public init( + schemaVersion: Int = Self.schemaVersion, + compatibilityPairID: String, + producer: SchemaProducer, + device: TurboQuantBenchmarkDevice, + model: TurboQuantBenchmarkModel, + runtime: TurboQuantBenchmarkRuntime, + metrics: TurboQuantBenchmarkMetrics, + qualityGate: TurboQuantQualityGate, + memoryCalibrationSample: RuntimeMemoryCalibrationSample? = nil, + createdAt: Date = Date() + ) { + self.schemaVersion = schemaVersion + self.compatibilityPairID = compatibilityPairID + self.producer = producer + self.device = device + self.model = model + self.runtime = runtime + self.metrics = metrics + self.qualityGate = qualityGate + self.memoryCalibrationSample = memoryCalibrationSample + self.createdAt = createdAt + } +} + +public struct TurboQuantBenchmarkDevice: Hashable, Codable, Sendable { + public var deviceClass: DevicePerformanceClass + public var hardwareModel: String + public var osBuild: String + public var availableMemoryBytesAtStart: Int64 + public var metalDeviceName: String? + public var lowPowerMode: Bool + public var thermalState: String + + public init( + deviceClass: DevicePerformanceClass, + hardwareModel: String, + osBuild: String, + availableMemoryBytesAtStart: Int64, + metalDeviceName: String? = nil, + lowPowerMode: Bool = false, + thermalState: String = "nominal" + ) { + self.deviceClass = deviceClass + self.hardwareModel = hardwareModel + self.osBuild = osBuild + self.availableMemoryBytesAtStart = max(0, availableMemoryBytesAtStart) + self.metalDeviceName = metalDeviceName + self.lowPowerMode = lowPowerMode + self.thermalState = thermalState + } +} + +public struct TurboQuantBenchmarkModel: Hashable, Codable, Sendable { + public var id: String + public var revision: String? + public var tokenizerHash: String? + public var profileHash: String? + public var architecture: String? + public var layers: Int? + public var kvHeads: Int? + public var headDim: Int? + + public init( + id: String, + revision: String? = nil, + tokenizerHash: String? = nil, + profileHash: String? = nil, + architecture: String? = nil, + layers: Int? = nil, + kvHeads: Int? = nil, + headDim: Int? = nil + ) { + self.id = id + self.revision = revision + self.tokenizerHash = tokenizerHash + self.profileHash = profileHash + self.architecture = architecture + self.layers = layers + self.kvHeads = kvHeads + self.headDim = headDim + } +} + +public struct TurboQuantBenchmarkRuntime: Hashable, Codable, Sendable { + public var userMode: TurboQuantUserMode + public var fallbackContractHash: String + public var preset: String? + public var valueBits: Int? + public var groupSize: Int? + public var layoutVersion: Int? + public var attentionPath: TurboQuantAttentionPath? + public var kernelProfile: String? + public var admittedContextTokens: Int + public var reservedCompletionTokens: Int + + public init( + userMode: TurboQuantUserMode, + fallbackContractHash: String, + preset: String? = nil, + valueBits: Int? = nil, + groupSize: Int? = nil, + layoutVersion: Int? = nil, + attentionPath: TurboQuantAttentionPath? = nil, + kernelProfile: String? = nil, + admittedContextTokens: Int, + reservedCompletionTokens: Int + ) { + self.userMode = userMode + self.fallbackContractHash = fallbackContractHash + self.preset = preset + self.valueBits = valueBits + self.groupSize = groupSize + self.layoutVersion = layoutVersion + self.attentionPath = attentionPath + self.kernelProfile = kernelProfile + self.admittedContextTokens = max(0, admittedContextTokens) + self.reservedCompletionTokens = max(0, reservedCompletionTokens) + } +} + +public struct TurboQuantBenchmarkMetrics: Hashable, Codable, Sendable { + public var contextTokens: Int + public var firstTokenLatencyMS: Double? + public var prefillTokensPerSecond: Double? + public var decodeTokensPerSecondP50: Double? + public var decodeTokensPerSecondP95: Double? + public var peakMemoryBytes: Int64? + public var compressedKVBytes: Int64? + public var rawShadowBytes: Int64? + public var packedFallbackBytes: Int64? + public var decodedFallbackScratchBytes: Int64? + public var memoryWarningsSeen: Int + public var fallbackUsed: Bool + public var fallbackReason: String? + public var jetsamObserved: Bool + + public init( + contextTokens: Int, + firstTokenLatencyMS: Double? = nil, + prefillTokensPerSecond: Double? = nil, + decodeTokensPerSecondP50: Double? = nil, + decodeTokensPerSecondP95: Double? = nil, + peakMemoryBytes: Int64? = nil, + compressedKVBytes: Int64? = nil, + rawShadowBytes: Int64? = nil, + packedFallbackBytes: Int64? = nil, + decodedFallbackScratchBytes: Int64? = nil, + memoryWarningsSeen: Int = 0, + fallbackUsed: Bool = false, + fallbackReason: String? = nil, + jetsamObserved: Bool = false + ) { + self.contextTokens = max(0, contextTokens) + self.firstTokenLatencyMS = firstTokenLatencyMS + self.prefillTokensPerSecond = prefillTokensPerSecond + self.decodeTokensPerSecondP50 = decodeTokensPerSecondP50 + self.decodeTokensPerSecondP95 = decodeTokensPerSecondP95 + self.peakMemoryBytes = peakMemoryBytes.map { max(0, $0) } + self.compressedKVBytes = compressedKVBytes.map { max(0, $0) } + self.rawShadowBytes = rawShadowBytes.map { max(0, $0) } + self.packedFallbackBytes = packedFallbackBytes.map { max(0, $0) } + self.decodedFallbackScratchBytes = decodedFallbackScratchBytes.map { max(0, $0) } + self.memoryWarningsSeen = max(0, memoryWarningsSeen) + self.fallbackUsed = fallbackUsed + self.fallbackReason = fallbackReason + self.jetsamObserved = jetsamObserved + } +} + +public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, Sendable { + case unsupportedSchema(name: String, version: Int) + case missingCompatibilityPairID + case unknownCompatibilityPairID(String) + case missingFallbackContractHash + case fallbackContractHashMismatch(String) + case missingBenchmarkSuiteID + case qualityGateFailed(String?) + case memoryGateFailed(String) + case verifiedEvidenceDisabled + + public var errorDescription: String? { + switch self { + case .unsupportedSchema(let name, let version): + "Unsupported \(name) schema version \(version)." + case .missingCompatibilityPairID: + "Benchmark report is missing a compatibility-pair ID." + case .unknownCompatibilityPairID(let id): + "Compatibility pair \(id) is not accepted for release evidence." + case .missingFallbackContractHash: + "Benchmark report is missing a fallback-contract hash." + case .fallbackContractHashMismatch(let hash): + "Fallback-contract hash \(hash) is not accepted for release evidence." + case .missingBenchmarkSuiteID: + "Benchmark report is missing a benchmark suite ID." + case .qualityGateFailed(let reason): + reason ?? "Quality gate failed." + case .memoryGateFailed(let reason): + reason + case .verifiedEvidenceDisabled: + "Verified evidence import is disabled by policy." + } + } +} + +public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { + public var acceptedCompatibilityPairIDs: Set + public var acceptedFallbackContractHashes: Set + public var requestedEvidenceLevel: RuntimeEvidenceLevel + public var allowVerifiedEvidence: Bool + public var allowMemoryWarningsForVerified: Bool + + public init( + acceptedCompatibilityPairIDs: Set = [], + acceptedFallbackContractHashes: Set = [], + requestedEvidenceLevel: RuntimeEvidenceLevel = .smokeTested, + allowVerifiedEvidence: Bool = false, + allowMemoryWarningsForVerified: Bool = false + ) { + self.acceptedCompatibilityPairIDs = acceptedCompatibilityPairIDs + self.acceptedFallbackContractHashes = acceptedFallbackContractHashes + self.requestedEvidenceLevel = requestedEvidenceLevel + self.allowVerifiedEvidence = allowVerifiedEvidence + self.allowMemoryWarningsForVerified = allowMemoryWarningsForVerified + } +} + +public struct TurboQuantBenchmarkImportResult: Hashable, Codable, Sendable { + public var evidence: RuntimeProfileEvidence + public var memoryCalibrationSample: RuntimeMemoryCalibrationSample? + public var revocations: [RuntimeEvidenceRevocation] + + public init( + evidence: RuntimeProfileEvidence, + memoryCalibrationSample: RuntimeMemoryCalibrationSample?, + revocations: [RuntimeEvidenceRevocation] = [] + ) { + self.evidence = evidence + self.memoryCalibrationSample = memoryCalibrationSample + self.revocations = revocations + } +} + +public struct TurboQuantBenchmarkImporter: Sendable { + public init() {} + + public func importReport( + _ report: TurboQuantBenchmarkReport, + policy: TurboQuantBenchmarkImportPolicy + ) throws -> TurboQuantBenchmarkImportResult { + try validate(report, policy: policy) + let evidenceLevel = try evidenceLevel(for: report, policy: policy) + let evidence = RuntimeProfileEvidence( + evidenceLevel: evidenceLevel, + compatibilityPairID: report.compatibilityPairID, + modelID: report.model.id, + modelRevision: report.model.revision, + tokenizerHash: report.model.tokenizerHash, + profileHash: report.model.profileHash, + fallbackContractHash: report.runtime.fallbackContractHash, + deviceClass: report.device.deviceClass, + hardwareModel: report.device.hardwareModel, + osBuild: report.device.osBuild, + userMode: report.runtime.userMode, + turboQuantPreset: report.runtime.preset, + valueBits: report.runtime.valueBits, + groupSize: report.runtime.groupSize, + layoutVersion: report.runtime.layoutVersion, + activeAttentionPath: report.runtime.attentionPath, + admittedContextTokens: report.runtime.admittedContextTokens, + peakMemoryBytes: report.metrics.peakMemoryBytes ?? 0, + promptTokensPerSecond: report.metrics.prefillTokensPerSecond, + decodeTokensPerSecondP50: report.metrics.decodeTokensPerSecondP50, + decodeTokensPerSecondP95: report.metrics.decodeTokensPerSecondP95, + firstTokenLatencyMS: report.metrics.firstTokenLatencyMS, + qualityGate: report.qualityGate, + memoryCalibrationSampleID: report.memoryCalibrationSample?.id, + createdAt: report.createdAt + ) + return TurboQuantBenchmarkImportResult( + evidence: evidence, + memoryCalibrationSample: report.memoryCalibrationSample + ) + } + + private func validate( + _ report: TurboQuantBenchmarkReport, + policy: TurboQuantBenchmarkImportPolicy + ) throws { + guard report.schemaVersion == TurboQuantBenchmarkReport.schemaVersion else { + throw TurboQuantBenchmarkImportFailure.unsupportedSchema( + name: TurboQuantSchemaName.benchmarkReport.rawValue, + version: report.schemaVersion + ) + } + guard !report.compatibilityPairID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty else { + throw TurboQuantBenchmarkImportFailure.missingCompatibilityPairID + } + guard !report.runtime.fallbackContractHash.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty else { + throw TurboQuantBenchmarkImportFailure.missingFallbackContractHash + } + guard !report.qualityGate.benchmarkSuiteID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty else { + throw TurboQuantBenchmarkImportFailure.missingBenchmarkSuiteID + } + + if policy.requestedEvidenceLevel.canMakeProductCompatibilityClaim { + guard policy.allowVerifiedEvidence else { + throw TurboQuantBenchmarkImportFailure.verifiedEvidenceDisabled + } + guard policy.acceptedCompatibilityPairIDs.contains(report.compatibilityPairID) else { + throw TurboQuantBenchmarkImportFailure.unknownCompatibilityPairID(report.compatibilityPairID) + } + guard policy.acceptedFallbackContractHashes.contains(report.runtime.fallbackContractHash) else { + throw TurboQuantBenchmarkImportFailure.fallbackContractHashMismatch(report.runtime.fallbackContractHash) + } + guard report.qualityGate.passed else { + throw TurboQuantBenchmarkImportFailure.qualityGateFailed(report.qualityGate.gateReason) + } + guard !report.metrics.jetsamObserved else { + throw TurboQuantBenchmarkImportFailure.memoryGateFailed("Jetsam was observed during the benchmark.") + } + if !policy.allowMemoryWarningsForVerified, report.metrics.memoryWarningsSeen > 0 { + throw TurboQuantBenchmarkImportFailure.memoryGateFailed("Memory warnings were observed during the benchmark.") + } + } + } + + private func evidenceLevel( + for report: TurboQuantBenchmarkReport, + policy: TurboQuantBenchmarkImportPolicy + ) throws -> RuntimeEvidenceLevel { + guard report.qualityGate.passed, + !report.metrics.jetsamObserved, + policy.allowMemoryWarningsForVerified || report.metrics.memoryWarningsSeen == 0 + else { + return .unverified + } + + if policy.requestedEvidenceLevel.canMakeProductCompatibilityClaim { + return policy.requestedEvidenceLevel + } + return .smokeTested + } +} diff --git a/Sources/PinesCore/Inference/TurboQuantDeviceAcceptanceRunner.swift b/Sources/PinesCore/Inference/TurboQuantDeviceAcceptanceRunner.swift new file mode 100644 index 0000000..fd56f53 --- /dev/null +++ b/Sources/PinesCore/Inference/TurboQuantDeviceAcceptanceRunner.swift @@ -0,0 +1,54 @@ +import Foundation + +public struct TurboQuantDeviceAcceptanceExport: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var report: TurboQuantBenchmarkReport + public var importedEvidence: RuntimeProfileEvidence? + public var importFailure: String? + public var exportedAt: Date + + public init( + schemaVersion: Int = Self.schemaVersion, + report: TurboQuantBenchmarkReport, + importedEvidence: RuntimeProfileEvidence? = nil, + importFailure: String? = nil, + exportedAt: Date = Date() + ) { + self.schemaVersion = schemaVersion + self.report = report + self.importedEvidence = importedEvidence + self.importFailure = importFailure + self.exportedAt = exportedAt + } +} + +public struct TurboQuantDeviceAcceptanceRunner: Sendable { + public init() {} + + public func importAcceptanceReport( + _ report: TurboQuantBenchmarkReport, + policy: TurboQuantBenchmarkImportPolicy + ) -> TurboQuantDeviceAcceptanceExport { + do { + let result = try TurboQuantBenchmarkImporter().importReport(report, policy: policy) + return TurboQuantDeviceAcceptanceExport(report: report, importedEvidence: result.evidence) + } catch { + return TurboQuantDeviceAcceptanceExport( + report: report, + importFailure: String(describing: error) + ) + } + } + + public func encodeExport(_ export: TurboQuantDeviceAcceptanceExport) throws -> Data { + let encoder = JSONEncoder() + encoder.outputFormatting = [.prettyPrinted, .sortedKeys] + return try encoder.encode(export) + } + + public func decodeExport(_ data: Data) throws -> TurboQuantDeviceAcceptanceExport { + try JSONDecoder().decode(TurboQuantDeviceAcceptanceExport.self, from: data) + } +} diff --git a/Sources/PinesCore/Inference/TurboQuantQualityGate.swift b/Sources/PinesCore/Inference/TurboQuantQualityGate.swift index 9cbb8c2..e7a4067 100644 --- a/Sources/PinesCore/Inference/TurboQuantQualityGate.swift +++ b/Sources/PinesCore/Inference/TurboQuantQualityGate.swift @@ -109,3 +109,72 @@ public struct TurboQuantQualityGate: Hashable, Codable, Sendable { ) } } + +public struct TurboQuantQualityGateThresholds: Hashable, Codable, Sendable { + public var minimumTop1MatchRate: Double + public var maximumKLDivergenceMean: Double + public var maximumLogitMaxAbsErrorP95: Double + public var maximumPerplexityDeltaPercent: Double? + public var maximumTaskEvalDeltaPercent: Double? + public var minimumRetrievalNeedlePassRate: Double? + + public init( + minimumTop1MatchRate: Double = 0.95, + maximumKLDivergenceMean: Double = 0.05, + maximumLogitMaxAbsErrorP95: Double = 0.5, + maximumPerplexityDeltaPercent: Double? = 5, + maximumTaskEvalDeltaPercent: Double? = 2, + minimumRetrievalNeedlePassRate: Double? = nil + ) { + self.minimumTop1MatchRate = minimumTop1MatchRate + self.maximumKLDivergenceMean = maximumKLDivergenceMean + self.maximumLogitMaxAbsErrorP95 = maximumLogitMaxAbsErrorP95 + self.maximumPerplexityDeltaPercent = maximumPerplexityDeltaPercent + self.maximumTaskEvalDeltaPercent = maximumTaskEvalDeltaPercent + self.minimumRetrievalNeedlePassRate = minimumRetrievalNeedlePassRate + } +} + +public struct TurboQuantQualityGateEvaluator: Sendable { + public var thresholds: TurboQuantQualityGateThresholds + + public init(thresholds: TurboQuantQualityGateThresholds = TurboQuantQualityGateThresholds()) { + self.thresholds = thresholds + } + + public func evaluated(_ gate: TurboQuantQualityGate) -> TurboQuantQualityGate { + var reasons: [String] = [] + if !gate.noNaNOrInf { reasons.append("NaN or Inf detected") } + if !gate.prefillExact { reasons.append("prefill exactness failed") } + if !gate.fallbackEquivalent { reasons.append("fallback equivalence failed") } + if gate.deterministicTop1MatchRate < thresholds.minimumTop1MatchRate { + reasons.append("top-1 match below threshold") + } + if gate.logitKLDivergenceMean > thresholds.maximumKLDivergenceMean { + reasons.append("KL divergence above threshold") + } + if gate.logitMaxAbsErrorP95 > thresholds.maximumLogitMaxAbsErrorP95 { + reasons.append("p95 max logit error above threshold") + } + if let measured = gate.perplexityDeltaPercent, + let threshold = thresholds.maximumPerplexityDeltaPercent, + measured > threshold { + reasons.append("perplexity delta above threshold") + } + if let measured = gate.taskEvalDeltaPercent, + let threshold = thresholds.maximumTaskEvalDeltaPercent, + measured > threshold { + reasons.append("task eval delta above threshold") + } + if let measured = gate.retrievalNeedlePassRate, + let threshold = thresholds.minimumRetrievalNeedlePassRate, + measured < threshold { + reasons.append("retrieval needle pass rate below threshold") + } + + var evaluated = gate + evaluated.passed = reasons.isEmpty + evaluated.gateReason = reasons.isEmpty ? gate.gateReason : reasons.joined(separator: "; ") + return evaluated + } +} diff --git a/Sources/PinesCore/Persistence/DatabaseSchema.swift b/Sources/PinesCore/Persistence/DatabaseSchema.swift index 75a5358..a25b02c 100644 --- a/Sources/PinesCore/Persistence/DatabaseSchema.swift +++ b/Sources/PinesCore/Persistence/DatabaseSchema.swift @@ -13,7 +13,7 @@ public struct DatabaseMigration: Hashable, Codable, Sendable { } public enum PinesDatabaseSchema { - public static let currentVersion = 19 + public static let currentVersion = 20 public static let migrations: [DatabaseMigration] = [ DatabaseMigration(version: 1, name: "initial-local-first-schema", sql: [ @@ -1082,6 +1082,88 @@ public enum PinesDatabaseSchema { "ALTER TABLE model_installs ADD COLUMN cache_topology TEXT NOT NULL DEFAULT 'standardAttention';", "ALTER TABLE model_installs ADD COLUMN turbo_quant_family_support TEXT NOT NULL DEFAULT 'attentionKVFull';", ]), + DatabaseMigration(version: 20, name: "turboquant-evidence-loop", sql: [ + """ + CREATE TABLE IF NOT EXISTS turboquant_profile_evidence ( + id TEXT PRIMARY KEY NOT NULL, + schema_version INTEGER NOT NULL, + evidence_level TEXT NOT NULL, + compatibility_pair_id TEXT NOT NULL, + model_id TEXT NOT NULL, + model_revision TEXT, + tokenizer_hash TEXT, + profile_hash TEXT, + fallback_contract_hash TEXT NOT NULL, + device_class TEXT NOT NULL, + hardware_model TEXT, + os_build TEXT NOT NULL, + user_mode TEXT NOT NULL, + turboquant_preset TEXT, + value_bits INTEGER, + group_size INTEGER, + layout_version INTEGER, + active_attention_path TEXT, + admitted_context_tokens INTEGER NOT NULL, + peak_memory_bytes INTEGER NOT NULL, + prompt_tokens_per_second REAL, + decode_tokens_per_second_p50 REAL, + decode_tokens_per_second_p95 REAL, + first_token_latency_ms REAL, + quality_gate_json TEXT NOT NULL, + memory_calibration_sample_id TEXT, + revoked_reason TEXT, + created_at REAL NOT NULL + ); + """, + """ + CREATE TABLE IF NOT EXISTS turboquant_evidence_revocations ( + id TEXT PRIMARY KEY NOT NULL, + schema_version INTEGER NOT NULL, + evidence_id TEXT NOT NULL REFERENCES turboquant_profile_evidence(id) ON DELETE CASCADE, + revoked_at REAL NOT NULL, + reason TEXT NOT NULL, + replacement_evidence_id TEXT + ); + """, + """ + CREATE TABLE IF NOT EXISTS turboquant_memory_calibration_samples ( + id TEXT PRIMARY KEY NOT NULL, + sample_json TEXT NOT NULL, + compatibility_pair_id TEXT, + model_id TEXT NOT NULL, + model_revision TEXT, + device_class TEXT NOT NULL, + user_mode TEXT NOT NULL, + attention_path TEXT, + run_outcome TEXT NOT NULL, + requested_context_tokens INTEGER NOT NULL, + admitted_context_tokens INTEGER NOT NULL, + observed_peak_memory_bytes INTEGER, + memory_warnings_seen INTEGER NOT NULL, + created_at REAL NOT NULL + ); + """, + """ + CREATE TABLE IF NOT EXISTS turboquant_memory_calibrations ( + id TEXT PRIMARY KEY NOT NULL, + calibration_json TEXT NOT NULL, + device_class TEXT NOT NULL, + model_family TEXT NOT NULL, + attention_path TEXT NOT NULL, + sample_count INTEGER NOT NULL, + estimated_to_actual_peak_ratio_p95 REAL NOT NULL, + scratch_multiplier REAL NOT NULL, + fallback_multiplier REAL NOT NULL, + safety_reserve_bytes INTEGER NOT NULL, + stale_after REAL, + updated_at REAL NOT NULL + ); + """, + "CREATE INDEX IF NOT EXISTS idx_turboquant_profile_evidence_lookup ON turboquant_profile_evidence(model_id, compatibility_pair_id, device_class, user_mode, fallback_contract_hash, evidence_level, created_at DESC);", + "CREATE INDEX IF NOT EXISTS idx_turboquant_profile_evidence_tuple ON turboquant_profile_evidence(model_id, model_revision, tokenizer_hash, profile_hash, layout_version, created_at DESC);", + "CREATE INDEX IF NOT EXISTS idx_turboquant_memory_samples_lookup ON turboquant_memory_calibration_samples(model_id, device_class, user_mode, attention_path, created_at DESC);", + "CREATE INDEX IF NOT EXISTS idx_turboquant_memory_calibrations_lookup ON turboquant_memory_calibrations(device_class, model_family, attention_path, updated_at DESC);", + ]), ] } diff --git a/Sources/PinesCoreTestRunner/main.swift b/Sources/PinesCoreTestRunner/main.swift index 61d5e23..d2a60a2 100644 --- a/Sources/PinesCoreTestRunner/main.swift +++ b/Sources/PinesCoreTestRunner/main.swift @@ -536,6 +536,10 @@ struct PinesCoreTestRunner { try expect(sql.contains("CREATE TABLE IF NOT EXISTS provider_structured_outputs"), "missing generic provider structured outputs table") try expect(sql.contains("CREATE TABLE IF NOT EXISTS provider_model_capabilities"), "missing generic provider model capabilities table") try expect(sql.contains("CREATE TABLE IF NOT EXISTS provider_research_runs"), "missing generic provider research runs table") + try expect(sql.contains("CREATE TABLE IF NOT EXISTS turboquant_profile_evidence"), "missing TurboQuant profile evidence table") + try expect(sql.contains("CREATE TABLE IF NOT EXISTS turboquant_memory_calibration_samples"), "missing TurboQuant memory calibration samples table") + try expect(sql.contains("CREATE TABLE IF NOT EXISTS turboquant_memory_calibrations"), "missing TurboQuant memory calibrations table") + try expect(sql.contains("CREATE TABLE IF NOT EXISTS turboquant_evidence_revocations"), "missing TurboQuant evidence revocations table") try expect(sql.contains("INSERT OR IGNORE INTO provider_files"), "missing OpenAI provider file migration copy") try expect(sql.contains("INSERT OR IGNORE INTO provider_caches"), "missing OpenAI vector store migration copy") try expect(sql.contains("INSERT OR IGNORE INTO provider_batches"), "missing OpenAI batch migration copy") @@ -555,7 +559,7 @@ struct PinesCoreTestRunner { try expect(sql.contains("CREATE TABLE IF NOT EXISTS projects"), "missing project spaces table") try expect(sql.contains("ALTER TABLE conversations ADD COLUMN project_id"), "missing conversation project link") try expect(sql.contains("ALTER TABLE vault_documents ADD COLUMN project_id"), "missing vault project link") - try expectEqual(PinesDatabaseSchema.currentVersion, 19) + try expectEqual(PinesDatabaseSchema.currentVersion, 20) let config = LocalStoreConfiguration(iCloudSyncEnabled: true) try expect(config.iCloudSyncEnabled, "iCloud should be enabled") diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index 8255d65..815c199 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -2276,7 +2276,7 @@ struct CoreContractTests { @Test func openAIParityMigrationAddsTablesAndRunProvenance() throws { - #expect(PinesDatabaseSchema.currentVersion == 19) + #expect(PinesDatabaseSchema.currentVersion == 20) let openAIMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 14 }) let genericProviderMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 15 }) let projectSpacesMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 16 }) diff --git a/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift new file mode 100644 index 0000000..2665980 --- /dev/null +++ b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift @@ -0,0 +1,232 @@ +import Foundation +import PinesCore +import Testing + +@Suite("TurboQuant Wave 3 evidence loop") +struct TurboQuantWave3EvidenceTests { + @Test func benchmarkImporterRejectsVerifiedEvidenceWhenPolicyDisallowsIt() throws { + let report = Self.report() + let policy = TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: false + ) + + #expect(throws: TurboQuantBenchmarkImportFailure.verifiedEvidenceDisabled) { + _ = try TurboQuantBenchmarkImporter().importReport(report, policy: policy) + } + } + + @Test func benchmarkImporterCreatesSmokeEvidenceUntilVerifiedPolicyIsEnabled() throws { + let report = Self.report() + let result = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy(requestedEvidenceLevel: .smokeTested) + ) + + #expect(result.evidence.evidenceLevel == .smokeTested) + #expect(result.evidence.compatibilityPairID == report.compatibilityPairID) + #expect(result.evidence.fallbackContractHash == report.runtime.fallbackContractHash) + #expect(result.evidence.qualityGate.benchmarkSuiteID == TurboQuantBenchmarkSuiteID.mobileMemoryAcceptanceV1.rawValue) + } + + @Test func benchmarkImporterRequiresPassingQualityForVerifiedEvidence() throws { + var report = Self.report() + report.qualityGate.passed = false + report.qualityGate.gateReason = "forced failure" + + #expect(throws: TurboQuantBenchmarkImportFailure.qualityGateFailed("forced failure")) { + _ = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + ) + } + } + + @Test func profileEvidenceStoreRevokesConflictingEvidence() async throws { + let store = ProfileEvidenceStore() + let first = try await store.importBenchmarkReport( + Self.report(createdAt: Date(timeIntervalSinceReferenceDate: 1)), + policy: TurboQuantBenchmarkImportPolicy(requestedEvidenceLevel: .smokeTested) + ) + let second = try await store.importBenchmarkReport( + Self.report(createdAt: Date(timeIntervalSinceReferenceDate: 2)), + policy: TurboQuantBenchmarkImportPolicy(requestedEvidenceLevel: .smokeTested) + ) + + let allEvidence = await store.allEvidence() + let revocations = await store.allRevocations() + + #expect(first.evidence.id != second.evidence.id) + #expect(allEvidence.count == 2) + #expect(revocations.count == 1) + #expect(revocations.first?.evidenceID == first.evidence.id) + } + + @Test func qualityGateEvaluatorRecordsReasons() { + let evaluated = TurboQuantQualityGateEvaluator().evaluated( + TurboQuantQualityGate( + benchmarkSuiteID: .prefillExactnessV1, + deterministicTop1MatchRate: 0.5, + logitKLDivergenceMean: 1, + logitMaxAbsErrorP95: 2, + noNaNOrInf: true, + fallbackEquivalent: true, + prefillExact: false, + passed: true + ) + ) + + #expect(!evaluated.passed) + #expect(evaluated.gateReason?.contains("prefill exactness failed") == true) + #expect(evaluated.gateReason?.contains("top-1 match below threshold") == true) + } + + @Test func calibrationAggregatorProducesP95MultiplierAndStaleGuard() { + let samples = [ + Self.sample(id: UUID(), estimated: 100, observed: 125), + Self.sample(id: UUID(), estimated: 100, observed: 160, memoryWarningsSeen: 1), + ] + + let calibration = RuntimeMemoryCalibrationAggregator().aggregate( + samples: samples, + deviceClass: .a17Pro, + modelFamily: "model", + attentionPath: .twoStageCompressed, + staleAfter: Date(timeIntervalSinceReferenceDate: 10), + updatedAt: Date(timeIntervalSinceReferenceDate: 1) + ) + + #expect(calibration?.sampleCount == 2) + #expect(calibration?.estimatedToActualPeakRatioP95 == 1.6) + #expect(calibration?.safetyReserveBytes ?? 0 > 512 * 1_024 * 1_024) + #expect(calibration?.isStale(at: Date(timeIntervalSinceReferenceDate: 11)) == true) + } + + @Test func compatibilityStateDoesNotPromoteCuratedMetadataToVerified() { + let state = RuntimeCompatibilityState.resolve( + installVerification: .verified, + evidence: nil, + admission: nil + ) + + #expect(state == .conservative) + #expect(!state.allowsProductClaim) + } + + @Test func deviceAcceptanceExportRoundTripsWithoutFabricatingVerifiedEvidence() throws { + let report = Self.report() + let runner = TurboQuantDeviceAcceptanceRunner() + let export = runner.importAcceptanceReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: false + ) + ) + let decoded = try runner.decodeExport(try runner.encodeExport(export)) + + #expect(decoded.importedEvidence == nil) + #expect(decoded.importFailure?.contains("verifiedEvidenceDisabled") == true) + #expect(decoded.report.compatibilityPairID == report.compatibilityPairID) + } + + private static func report(createdAt: Date = Date()) -> TurboQuantBenchmarkReport { + let fallbackContract = TurboQuantFallbackContract.productDefault(for: .balanced) + return TurboQuantBenchmarkReport( + compatibilityPairID: "pair-wave3", + producer: SchemaProducer(repo: "pines-tests", commit: "test"), + device: TurboQuantBenchmarkDevice( + deviceClass: .a17Pro, + hardwareModel: "iPhone16,2", + osBuild: "23F", + availableMemoryBytesAtStart: 3_000_000_000, + metalDeviceName: "Apple GPU", + thermalState: "nominal" + ), + model: TurboQuantBenchmarkModel( + id: "model", + revision: "rev", + tokenizerHash: "tok", + profileHash: "profile", + architecture: "qwen", + layers: 24, + kvHeads: 8, + headDim: 128 + ), + runtime: TurboQuantBenchmarkRuntime( + userMode: .balanced, + fallbackContractHash: fallbackContract.contractHash, + preset: "turbo4v2", + valueBits: 4, + groupSize: 64, + layoutVersion: 4, + attentionPath: .twoStageCompressed, + kernelProfile: "balanced", + admittedContextTokens: 4096, + reservedCompletionTokens: 512 + ), + metrics: TurboQuantBenchmarkMetrics( + contextTokens: 4096, + firstTokenLatencyMS: 80, + prefillTokensPerSecond: 900, + decodeTokensPerSecondP50: 25, + decodeTokensPerSecondP95: 21, + peakMemoryBytes: 2_100_000_000, + compressedKVBytes: 128_000_000, + memoryWarningsSeen: 0, + fallbackUsed: false, + jetsamObserved: false + ), + qualityGate: TurboQuantQualityGate( + benchmarkSuiteID: .mobileMemoryAcceptanceV1, + deterministicTop1MatchRate: 0.99, + logitKLDivergenceMean: 0.01, + logitMaxAbsErrorP95: 0.1, + noNaNOrInf: true, + fallbackEquivalent: true, + prefillExact: true, + passed: true + ), + memoryCalibrationSample: Self.sample(id: UUID(), estimated: 100, observed: 125), + createdAt: createdAt + ) + } + + private static func sample( + id: UUID, + estimated: Int64, + observed: Int64, + memoryWarningsSeen: Int = 0 + ) -> RuntimeMemoryCalibrationSample { + RuntimeMemoryCalibrationSample( + id: id, + compatibilityPairID: "pair-wave3", + runOutcome: .admittedSucceeded, + modelID: "model", + deviceClass: .a17Pro, + userMode: .balanced, + attentionPath: .twoStageCompressed, + requestedContextTokens: 4096, + admittedContextTokens: 4096, + estimatedCompressedKVBytes: estimated, + actualCompressedKVBytes: observed, + estimatedFallbackBytes: 0, + actualFallbackBytes: 0, + estimatedScratchBytes: 0, + observedPeakMemoryBytes: observed, + availableMemoryAtAdmission: 1_000_000_000, + availableMemoryAtPrefillEnd: 999_999_990, + availableMemoryAtDecodeEnd: 999_999_980, + memoryWarningsSeen: memoryWarningsSeen + ) + } +} diff --git a/docs/turboquant-implementation/Wave3-changelog.md b/docs/turboquant-implementation/Wave3-changelog.md new file mode 100644 index 0000000..89e9b3c --- /dev/null +++ b/docs/turboquant-implementation/Wave3-changelog.md @@ -0,0 +1,141 @@ +# Wave 3 Changelog + +Read this alongside: + +- `14-worker-launch-schedule.md` +- `15-pr-merge-plan.md` +- `08-worker-ownership.md` +- `06-quality-gates.md` +- `07-benchmark-evidence.md` + +This file tracks Wave 3 evidence-loop implementation after the completed Wave 2 runtime-bridge handoff. + +## 2026-05-25 + +### Start State + +- Pines Wave 3 branch: `tq/wave3-evidence-loop`. +- Pines branch base: `f5a554a` from `tq/integration-runtime-bridge`. +- Wave 2 runtime bridge handoff is complete and pushed. +- `mlx-swift` branch head: `21002cb` (`codex/turboquant-core-completion`). +- `mlx-swift-lm` branch head: `6b15298` (`codex/turboquant-completion-hardening`). +- `compatibility-pair.json` remains `pending` because local full Xcode app validation is blocked. + +### Wave 3 Scope + +- W3: stable core benchmark JSON and hidden-copy audit in `mlx-swift`. +- W6: model profile v2 fail-closed validation and mismatch reasons in `mlx-swift-lm`. +- W10-full: `BenchmarkReport.v1` importer and `ProfileEvidenceStore` persistence in Pines. +- W22-full: quality gate computation and evidence-level activation rules. +- W23-full: memory calibration sample persistence and p95 multiplier aggregation. +- W12: compatibility UI states for Conservative, Unverified, Benchmark Required, Revoked, Degraded, Unsupported, and evidence-gated Verified. +- Real-device runner: export/import path for real-device acceptance evidence without fabricating a Verified tuple. + +### Constraints + +- No production pin promotion in Wave 3. +- No `Verified` product claim while `compatibility-pair.json` is `pending` or real-device evidence is absent. +- No edits to `MLXRuntimeBridge.swift` outside explicit Wave 2 follow-up ownership. +- No edits to `project.yml` or `Package.resolved` in Wave 3. +- Generated Xcode project changes are limited to pinned XcodeGen scheme normalization required by + `run-xcode-validation.sh generate`. +- PinesCore stays MLX-free and consumes benchmark evidence through DTOs. + +### Progress + +- Created this Wave 3 progress log before implementation edits. +- Launched parallel Core and LM workers for W3/W6/W22 producer-side implementation. +- W3 `mlx-swift` worker completed on `tq/core-benchmark-json`: + - added stable `TurboQuantCoreBenchmarkReport` DTOs; + - added benchmark CLI flags and schemaVersion 1 JSON mode; + - added hidden-copy audit status and report tests; + - validation passed: `swift build --target TurboQuantBenchmark`, focused benchmark report tests, + focused `swift run TurboQuantBenchmark --json ...`, `swift test --filter TurboQuant`, and + `git diff --check`. +- W6/W22 `mlx-swift-lm` worker completed on `tq/lm-profile-v2-quality`: + - profile selection fails closed on unsupported schema/layout versions; + - stable mismatch DTOs are surfaced through profile validation diagnostics; + - `TurboQuantModelBenchmark` emits aggregate and per-result QualityGate-shaped quality output; + - validation passed: `swift build --target MLXLMCommon`, `swift build --target + TurboQuantModelBenchmark`, `swift test --filter TurboQuantProfileTests`, and a focused + benchmark JSON run. +- W10/W22/W23/W12 Pines implementation added: + - `BenchmarkReport.v1` DTOs and importer policy; + - evidence-level gating and revocation records; + - quality gate threshold evaluator; + - memory calibration aggregation and in-memory store helpers; + - GRDB schema/methods for evidence, revocations, calibration samples, and aggregates; + - compatibility UI state separation from catalog/preflight verification; + - real-device acceptance export/import wrapper that records import failures instead of fabricating + Verified evidence. +- Focused Pines validation passed: + - `swift test --filter TurboQuantWave3EvidenceTests` passed 8 Swift Testing tests. +- Broad Pines validation passed: + - `swift build --disable-automatic-resolution`; + - `swift test --disable-automatic-resolution` passed 150 Swift Testing tests; + - `swift run --disable-automatic-resolution PinesCoreTestRunner`; + - `xcrun swiftc -parse -I .build/debug/Modules Pines/Runtime/MLXRuntimeBridge.swift`; + - `git diff --check`; + - `bash scripts/ci/check-mlx-package-pins.sh`; + - `compatibility-pair.json` JSON parse. +- Xcode project validation: + - `bash scripts/ci/xcodegen.sh generate` completed; + - the first `bash scripts/ci/run-xcode-validation.sh generate` surfaced generated scheme drift; + - retained the pinned XcodeGen scheme normalization, then reran + `run-xcode-validation.sh prepare/generate/finalize`, which passed. +- App-target syntax validation: + - `xcrun swiftc -parse -I .build/arm64-apple-macosx/debug/Modules` passed for the changed + Pines app presentation, persistence, and model-view component files. +- Xcode package/app build limitation: + - `bash scripts/ci/run-xcode-validation.sh resolve` stalled inside + `xcodebuild -resolvePackageDependencies` with no progress; + - terminated PID 37060 and confirmed no `xcodebuild` / `XCBBuildService` processes remained; + - app build/test phases were not run because they depend on the blocked Xcode package-resolution + phase. +- `Tests/PinesCoreTests/CoreContractTests.swift` was updated from schema version 19 to 20 to match + the Wave 3 evidence-loop database migration. + +### Evidence Gate Status + +- Wave 3 implementation is functionally complete, but production evidence activation is not green in + this workspace. +- `compatibility-pair.json` remains `pending` because full Xcode app validation is still blocked by + local `xcodebuild` behavior and no real-device evidence tuple was produced. +- No real-device benchmark tuple was produced in this environment. +- Verified/Certified product claims remain disabled by policy unless a caller supplies an accepted + compatibility-pair ID, accepted fallback-contract hash, passing quality gate, no jetsam/memory + warning violation, and `allowVerifiedEvidence: true`. + +### Handoff Audit + +- Re-ran deterministic handoff validation after the Wave 2 admission/fallback-policy bridge follow-up + and the Wave 3 evidence-loop implementation were both present in this worktree. +- Pines validation passed: + - `git diff --check`; + - `swift build --disable-automatic-resolution`; + - `swift test --disable-automatic-resolution` passed 150 Swift Testing tests; + - `swift test --filter TurboQuantWave3EvidenceTests` passed 8 Swift Testing tests; + - `swift run --disable-automatic-resolution PinesCoreTestRunner`; + - `xcrun swiftc -parse -I .build/debug/Modules Pines/Runtime/MLXRuntimeBridge.swift`; + - `bash scripts/ci/check-mlx-package-pins.sh`; + - `compatibility-pair.json` JSON parse; + - `bash scripts/ci/xcodegen.sh generate`; + - `bash scripts/ci/run-xcode-validation.sh prepare/generate/finalize`. +- `mlx-swift` validation passed on `tq/core-benchmark-json`: + - `git diff --check`; + - `swift build`; + - `swift build --product TurboQuantBenchmark`; + - `swift test --filter TurboQuantBenchmarkReportTests`; + - `swift test --filter 'TurboQuant(Contracts|Validation|AttentionRouter)Tests'`; + - `swift run TurboQuantBenchmark --json --iterations 1 --warmup 0 --context 16 --head-dim 64 --query-length 1`. +- `mlx-swift-lm` validation passed on `tq/lm-profile-v2-quality`: + - `git diff --check`; + - `swift build --target MLXLMCommon`; + - `swift build --product TurboQuantModelBenchmark`; + - `swift test --filter TurboQuantProfileTests`; + - `swift test --filter TurboQuantRuntimeFailureTests`; + - `swift test --filter TurboQuantCacheRuntimeSnapshotTests`; + - `swift run TurboQuantModelBenchmark --help`. +- Full Xcode package/app validation remains the only non-green local gate because + `xcodebuild -resolvePackageDependencies` is the known local blocker. +- Confirmed no `xcodebuild` or `XCBBuildService` processes remained after validation. From e94d1803ebb2b7c51d8a07a54ccd9200038ffefc Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 12:19:07 +0200 Subject: [PATCH 12/80] Close TurboQuant Wave 3 evidence audit gaps --- Pines/App/PinesAppModel+Presentation.swift | 63 ++++- Pines/App/PinesAppModel.swift | 29 +++ Pines/App/PinesAppModelTypes.swift | 1 + Pines/App/PinesAppServices.swift | 2 + Pines/Persistence/GRDBPinesStore.swift | 71 ++++-- .../Inference/RuntimeProfileEvidence.swift | 33 +++ .../Inference/TurboQuantBenchmarkReport.swift | 232 ++++++++++++++++++ .../TurboQuantDeviceAcceptanceRunner.swift | 41 ++++ .../TurboQuantWave3EvidenceTests.swift | 175 +++++++++++++ .../Wave3-changelog.md | 22 +- 10 files changed, 643 insertions(+), 26 deletions(-) diff --git a/Pines/App/PinesAppModel+Presentation.swift b/Pines/App/PinesAppModel+Presentation.swift index 5e41a79..86fb5fc 100644 --- a/Pines/App/PinesAppModel+Presentation.swift +++ b/Pines/App/PinesAppModel+Presentation.swift @@ -151,6 +151,7 @@ extension PinesAppModel { from install: ModelInstall, runtime: MLXRuntimeBridge, download: ModelDownloadProgress? = nil, + profileEvidence: [RuntimeProfileEvidence] = [], enrichRuntime: Bool = true ) -> PinesModelPreview { let status: PinesModelStatus @@ -216,9 +217,14 @@ extension PinesAppModel { ), promptCacheIdentifier: install.repository ) + let matchingProfileEvidence = matchingTurboQuantProfileEvidence( + from: profileEvidence, + install: install, + runtimeProfile: runtimeProfile + ) let runtimeCompatibilityState = RuntimeCompatibilityState.resolve( installVerification: install.verification, - evidence: nil, + evidence: matchingProfileEvidence, admission: runtimeProfile.quantization.turboQuantAdmission, requestedContextTokens: runtimeProfile.quantization.turboQuantAdmission?.requestedContextLength ) @@ -264,6 +270,7 @@ extension PinesAppModel { readiness: readiness, downloadProgress: download, compatibilityWarnings: compatibilityWarnings, + runtimeProfileEvidence: matchingProfileEvidence, runtimeCompatibilityState: runtimeCompatibilityState ) } @@ -278,6 +285,7 @@ extension PinesAppModel { installs: [ModelInstall], downloads: [ModelDownloadProgress], runtime: MLXRuntimeBridge, + profileEvidenceByModelID: [String: [RuntimeProfileEvidence]] = [:], enrichRuntime: Bool = true ) -> [PinesModelPreview] { let downloadByRepository = latestDownloadByRepository(downloads) @@ -287,6 +295,7 @@ extension PinesAppModel { from: install, runtime: runtime, download: downloadByRepository[install.repository.lowercased()], + profileEvidence: profileEvidenceByModelID[profileEvidenceKey(for: install)] ?? [], enrichRuntime: enrichRuntime ) } @@ -301,6 +310,7 @@ extension PinesAppModel { from: recoverableInstall(from: download), runtime: runtime, download: download, + profileEvidence: [], enrichRuntime: enrichRuntime ) } @@ -308,6 +318,57 @@ extension PinesAppModel { return downloadingFirst(previews) } + nonisolated static func profileEvidenceKey(for install: ModelInstall) -> String { + install.modelID.rawValue.lowercased() + } + + nonisolated static func matchingTurboQuantProfileEvidence( + from records: [RuntimeProfileEvidence]?, + install: ModelInstall, + runtimeProfile: RuntimeProfile + ) -> RuntimeProfileEvidence? { + let records = records ?? [] + let quantization = runtimeProfile.quantization + let admission = quantization.turboQuantAdmission + let mode = admission?.selectedMode ?? quantization.turboQuantUserMode + let requiredContext = admission?.admittedContextLength ?? quantization.maxKVSize ?? 0 + + return records + .filter { evidence in + guard evidence.modelID.lowercased() == install.modelID.rawValue.lowercased() else { + return false + } + if evidence.evidenceLevel.canMakeProductCompatibilityClaim { + guard let evidenceRevision = evidence.modelRevision, + let installRevision = install.revision, + evidenceRevision == installRevision else { + return false + } + guard let deviceClass = quantization.devicePerformanceClass, + evidence.deviceClass == deviceClass else { + return false + } + } else if let evidenceRevision = evidence.modelRevision, + let installRevision = install.revision, + evidenceRevision != installRevision { + return false + } + if let deviceClass = quantization.devicePerformanceClass, + evidence.deviceClass != deviceClass { + return false + } + guard evidence.userMode == mode else { + return false + } + guard evidence.admittedContextTokens >= requiredContext else { + return false + } + return true + } + .sorted { $0.createdAt > $1.createdAt } + .first + } + nonisolated static func downloadingFirst(_ previews: [PinesModelPreview]) -> [PinesModelPreview] { previews.enumerated() .sorted { lhs, rhs in diff --git a/Pines/App/PinesAppModel.swift b/Pines/App/PinesAppModel.swift index dc98b09..4586967 100644 --- a/Pines/App/PinesAppModel.swift +++ b/Pines/App/PinesAppModel.swift @@ -5240,6 +5240,10 @@ final class PinesAppModel: ObservableObject { let downloads = snapshot.downloads let downloadByRepository = Self.latestDownloadByRepository(downloads) let installByRepository = Dictionary(uniqueKeysWithValues: installs.map { ($0.repository.lowercased(), $0) }) + let profileEvidenceByModelID = await Self.latestTurboQuantEvidenceByModelID( + repository: services.turboQuantEvidenceRepository, + enabled: snapshot.enrichRuntime + ) await MainActor.run { guard let self else { return } if self.isShowingModelDiscoveryResults { @@ -5272,6 +5276,7 @@ final class PinesAppModel: ObservableObject { installs: installs, downloads: downloads, runtime: services.mlxRuntime, + profileEvidenceByModelID: profileEvidenceByModelID, enrichRuntime: snapshot.enrichRuntime ) self.setIfChanged(\.models, previews) @@ -5302,6 +5307,7 @@ final class PinesAppModel: ObservableObject { from: preview.install, runtime: services.mlxRuntime, download: downloadByRepository[key], + profileEvidence: preview.runtimeProfileEvidence.map { [$0] } ?? [], enrichRuntime: self.isShowingModelDiscoveryResults ? false : self.shouldEnrichRuntimeModelPreviews ) } @@ -5475,15 +5481,38 @@ final class PinesAppModel: ObservableObject { let shouldEnrichRuntime = enrichRuntime ?? shouldEnrichRuntimeModelPreviews let installs = try await modelRepository.listInstalledAndCuratedModels() + let profileEvidenceByModelID = await Self.latestTurboQuantEvidenceByModelID( + repository: services.turboQuantEvidenceRepository, + enabled: shouldEnrichRuntime + ) let previews = Self.modelPreviews( installs: installs, downloads: downloads, runtime: services.mlxRuntime, + profileEvidenceByModelID: profileEvidenceByModelID, enrichRuntime: shouldEnrichRuntime ) return (downloads, previews) } + private static func latestTurboQuantEvidenceByModelID( + repository: (any TurboQuantEvidenceRepository)?, + enabled: Bool + ) async -> [String: [RuntimeProfileEvidence]] { + guard enabled, let repository else { return [:] } + do { + let evidence = try await repository.listTurboQuantProfileEvidence(modelID: nil) + return Dictionary( + grouping: evidence, + by: { $0.modelID.lowercased() } + ).mapValues { records in + records.sorted { $0.createdAt > $1.createdAt } + } + } catch { + return [:] + } + } + private static func providerFilePreview(from record: ProviderFileRecord) -> PinesProviderFilePreview { PinesProviderFilePreview( id: record.id, diff --git a/Pines/App/PinesAppModelTypes.swift b/Pines/App/PinesAppModelTypes.swift index c1b0f53..c54bf6a 100644 --- a/Pines/App/PinesAppModelTypes.swift +++ b/Pines/App/PinesAppModelTypes.swift @@ -299,6 +299,7 @@ struct PinesModelPreview: Identifiable, Hashable, Sendable { let readiness: Double let downloadProgress: ModelDownloadProgress? let compatibilityWarnings: [String] + let runtimeProfileEvidence: RuntimeProfileEvidence? let runtimeCompatibilityState: RuntimeCompatibilityState } diff --git a/Pines/App/PinesAppServices.swift b/Pines/App/PinesAppServices.swift index c05ef28..b48f28f 100644 --- a/Pines/App/PinesAppServices.swift +++ b/Pines/App/PinesAppServices.swift @@ -25,6 +25,7 @@ typealias PinesLiveStore = any ConversationRepository & MCPServerRepository & ModelDownloadRepository & AuditEventRepository + & TurboQuantEvidenceRepository & AppDataResetRepository final class PinesAppServices: @unchecked Sendable { @@ -127,6 +128,7 @@ final class PinesAppServices: @unchecked Sendable { var mcpServerRepository: (any MCPServerRepository)? { liveStore } var modelDownloadRepository: (any ModelDownloadRepository)? { liveStore } var auditRepository: (any AuditEventRepository)? { liveStore } + var turboQuantEvidenceRepository: (any TurboQuantEvidenceRepository)? { liveStore } var agentRuntimeFactory: any AgentRuntimeFactory { explicitAgentRuntimeFactory ?? DefaultAgentRuntimeFactory( diff --git a/Pines/Persistence/GRDBPinesStore.swift b/Pines/Persistence/GRDBPinesStore.swift index 6aaf0a6..505b3e6 100644 --- a/Pines/Persistence/GRDBPinesStore.swift +++ b/Pines/Persistence/GRDBPinesStore.swift @@ -26,6 +26,7 @@ actor GRDBPinesStore: MCPServerRepository, ModelDownloadRepository, AuditEventRepository, + TurboQuantEvidenceRepository, AppDataResetRepository { let database: DatabasePool @@ -923,31 +924,61 @@ actor GRDBPinesStore: func turboQuantProfileEvidence( modelID: String, + modelRevision: String? = nil, + tokenizerHash: String? = nil, + profileHash: String? = nil, + compatibilityPairID: String? = nil, deviceClass: DevicePerformanceClass, + hardwareModel: String? = nil, + osBuild: String? = nil, mode: TurboQuantUserMode, - fallbackContractHash: String + fallbackContractHash: String? = nil, + minimumContextTokens: Int = 0 ) async throws -> RuntimeProfileEvidence? { try await database.read { db in - try Row.fetchOne( + var conditions = [ + "model_id = ?", + "device_class = ?", + "user_mode = ?", + "evidence_level != ?", + "revoked_reason IS NULL", + "admitted_context_tokens >= ?", + ] + var arguments: StatementArguments = [ + modelID, + deviceClass.rawValue, + mode.rawValue, + RuntimeEvidenceLevel.revoked.rawValue, + max(0, minimumContextTokens), + ] + + func appendOptional(_ column: String, _ value: String?) { + if let value { + conditions.append("\(column) = ?") + _ = arguments.append(contentsOf: StatementArguments([value])) + } else { + conditions.append("\(column) IS NULL") + } + } + + appendOptional("model_revision", modelRevision) + appendOptional("tokenizer_hash", tokenizerHash) + appendOptional("profile_hash", profileHash) + if let compatibilityPairID { + conditions.append("compatibility_pair_id = ?") + _ = arguments.append(contentsOf: StatementArguments([compatibilityPairID])) + } + appendOptional("hardware_model", hardwareModel) + appendOptional("os_build", osBuild) + if let fallbackContractHash { + conditions.append("fallback_contract_hash = ?") + _ = arguments.append(contentsOf: StatementArguments([fallbackContractHash])) + } + + return try Row.fetchOne( db, - sql: """ - SELECT * FROM turboquant_profile_evidence - WHERE model_id = ? - AND device_class = ? - AND user_mode = ? - AND fallback_contract_hash = ? - AND evidence_level != ? - AND revoked_reason IS NULL - ORDER BY created_at DESC - LIMIT 1 - """, - arguments: [ - modelID, - deviceClass.rawValue, - mode.rawValue, - fallbackContractHash, - RuntimeEvidenceLevel.revoked.rawValue, - ] + sql: "SELECT * FROM turboquant_profile_evidence WHERE \(conditions.joined(separator: " AND ")) ORDER BY created_at DESC LIMIT 1", + arguments: arguments ).map(Self.runtimeProfileEvidence(from:)) } } diff --git a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift index b2993ca..49998e9 100644 --- a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift +++ b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift @@ -253,10 +253,43 @@ public actor ProfileEvidenceStore { private func conflicts(_ lhs: RuntimeProfileEvidence, _ rhs: RuntimeProfileEvidence) -> Bool { lhs.modelID == rhs.modelID + && lhs.modelRevision == rhs.modelRevision + && lhs.tokenizerHash == rhs.tokenizerHash + && lhs.profileHash == rhs.profileHash && lhs.deviceClass == rhs.deviceClass + && lhs.hardwareModel == rhs.hardwareModel + && lhs.osBuild == rhs.osBuild && lhs.userMode == rhs.userMode && lhs.fallbackContractHash == rhs.fallbackContractHash && lhs.compatibilityPairID == rhs.compatibilityPairID + && lhs.layoutVersion == rhs.layoutVersion + && lhs.activeAttentionPath == rhs.activeAttentionPath + && lhs.admittedContextTokens == rhs.admittedContextTokens && lhs.id != rhs.id } } + +public protocol TurboQuantEvidenceRepository: Sendable { + func upsertTurboQuantProfileEvidence(_ evidence: RuntimeProfileEvidence) async throws + func turboQuantProfileEvidence( + modelID: String, + modelRevision: String?, + tokenizerHash: String?, + profileHash: String?, + compatibilityPairID: String?, + deviceClass: DevicePerformanceClass, + hardwareModel: String?, + osBuild: String?, + mode: TurboQuantUserMode, + fallbackContractHash: String?, + minimumContextTokens: Int + ) async throws -> RuntimeProfileEvidence? + func listTurboQuantProfileEvidence(modelID: String?) async throws -> [RuntimeProfileEvidence] + func revokeTurboQuantProfileEvidence( + id: UUID, + reason: String, + replacementEvidenceID: UUID? + ) async throws + func upsertRuntimeMemoryCalibrationSample(_ sample: RuntimeMemoryCalibrationSample) async throws + func upsertRuntimeMemoryCalibration(_ calibration: RuntimeMemoryCalibration) async throws +} diff --git a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift index f172005..1a6d109 100644 --- a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift +++ b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift @@ -257,6 +257,238 @@ public struct TurboQuantBenchmarkImportResult: Hashable, Codable, Sendable { } } +public struct TurboQuantCoreBenchmarkReport: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var mlxSwiftCommit: String? + public var storageEstimate: TurboQuantCoreStorageEstimate + public var pathDecision: TurboQuantCoreAttentionDecision? + public var metrics: TurboQuantCoreBenchmarkMetrics + public var hiddenCopyAudit: TurboQuantCoreHiddenCopyAudit + + public init( + schemaVersion: Int = Self.schemaVersion, + mlxSwiftCommit: String? = nil, + storageEstimate: TurboQuantCoreStorageEstimate, + pathDecision: TurboQuantCoreAttentionDecision? = nil, + metrics: TurboQuantCoreBenchmarkMetrics, + hiddenCopyAudit: TurboQuantCoreHiddenCopyAudit + ) { + self.schemaVersion = schemaVersion + self.mlxSwiftCommit = mlxSwiftCommit + self.storageEstimate = storageEstimate + self.pathDecision = pathDecision + self.metrics = metrics + self.hiddenCopyAudit = hiddenCopyAudit + } + + private enum CodingKeys: String, CodingKey { + case schemaVersion + case mlxSwiftCommit + case storageEstimate + case pathDecision + case metrics + case hiddenCopyAudit + } +} + +public struct TurboQuantCoreStorageEstimate: Hashable, Codable, Sendable { + public var totalBytes: Int + public var actualBitsPerValue: Double + + public init(totalBytes: Int, actualBitsPerValue: Double) { + self.totalBytes = max(0, totalBytes) + self.actualBitsPerValue = actualBitsPerValue + } +} + +public struct TurboQuantCoreAttentionDecision: Hashable, Sendable { + public var selectedPath: TurboQuantAttentionPath + public var estimatedScratchBytes: Int + + public init(selectedPath: TurboQuantAttentionPath, estimatedScratchBytes: Int = 0) { + self.selectedPath = selectedPath + self.estimatedScratchBytes = max(0, estimatedScratchBytes) + } +} + +extension TurboQuantCoreAttentionDecision: Codable { + private enum CodingKeys: String, CodingKey { + case selectedPath + case estimatedScratchBytes + } + + public init(from decoder: Decoder) throws { + let container = try decoder.container(keyedBy: CodingKeys.self) + selectedPath = try container.decode(TurboQuantAttentionPath.self, forKey: .selectedPath) + estimatedScratchBytes = try container.decodeIfPresent(Int.self, forKey: .estimatedScratchBytes) ?? 0 + } + + public func encode(to encoder: Encoder) throws { + var container = encoder.container(keyedBy: CodingKeys.self) + try container.encode(selectedPath, forKey: .selectedPath) + try container.encode(estimatedScratchBytes, forKey: .estimatedScratchBytes) + } +} + +public struct TurboQuantCoreBenchmarkMetrics: Hashable, Codable, Sendable { + public var contextTokens: Int + public var headDimension: Int + public var queryLength: Int + public var preset: String + public var valueBits: Int? + public var groupSize: Int + public var firstTokenLatencyMS: Double? + public var prefillTokensPerSecond: Double? + public var decodeTokensPerSecondP50: Double? + public var decodeTokensPerSecondP95: Double? + public var totalBytes: Int + public var compressedKVBytes: Int + public var peakMemoryBytes: Int? + public var actualBitsPerValue: Double + public var fallbackUsed: Bool + public var fallbackReason: String? + public var memoryWarningsSeen: Int + public var jetsamObserved: Bool + + public init( + contextTokens: Int, + headDimension: Int, + queryLength: Int, + preset: String, + valueBits: Int? = nil, + groupSize: Int, + firstTokenLatencyMS: Double? = nil, + prefillTokensPerSecond: Double? = nil, + decodeTokensPerSecondP50: Double? = nil, + decodeTokensPerSecondP95: Double? = nil, + totalBytes: Int, + compressedKVBytes: Int, + peakMemoryBytes: Int? = nil, + actualBitsPerValue: Double, + fallbackUsed: Bool = false, + fallbackReason: String? = nil, + memoryWarningsSeen: Int = 0, + jetsamObserved: Bool = false + ) { + self.contextTokens = max(0, contextTokens) + self.headDimension = max(0, headDimension) + self.queryLength = max(0, queryLength) + self.preset = preset + self.valueBits = valueBits + self.groupSize = max(1, groupSize) + self.firstTokenLatencyMS = firstTokenLatencyMS + self.prefillTokensPerSecond = prefillTokensPerSecond + self.decodeTokensPerSecondP50 = decodeTokensPerSecondP50 + self.decodeTokensPerSecondP95 = decodeTokensPerSecondP95 + self.totalBytes = max(0, totalBytes) + self.compressedKVBytes = max(0, compressedKVBytes) + self.peakMemoryBytes = peakMemoryBytes + self.actualBitsPerValue = actualBitsPerValue + self.fallbackUsed = fallbackUsed + self.fallbackReason = fallbackReason + self.memoryWarningsSeen = max(0, memoryWarningsSeen) + self.jetsamObserved = jetsamObserved + } +} + +public enum TurboQuantCoreHiddenCopyAuditStatus: String, Codable, Sendable { + case pass + case warning + case fail + case pending + case skipped +} + +public struct TurboQuantCoreHiddenCopyAudit: Hashable, Codable, Sendable { + public var status: TurboQuantCoreHiddenCopyAuditStatus + public var notes: [String] + + public init(status: TurboQuantCoreHiddenCopyAuditStatus, notes: [String] = []) { + self.status = status + self.notes = notes + } +} + +public struct TurboQuantCoreBenchmarkAdapterContext: Hashable, Codable, Sendable { + public var compatibilityPairID: String + public var device: TurboQuantBenchmarkDevice + public var model: TurboQuantBenchmarkModel + public var runtime: TurboQuantBenchmarkRuntime + public var qualityGate: TurboQuantQualityGate + public var memoryCalibrationSample: RuntimeMemoryCalibrationSample? + public var createdAt: Date + + public init( + compatibilityPairID: String, + device: TurboQuantBenchmarkDevice, + model: TurboQuantBenchmarkModel, + runtime: TurboQuantBenchmarkRuntime, + qualityGate: TurboQuantQualityGate, + memoryCalibrationSample: RuntimeMemoryCalibrationSample? = nil, + createdAt: Date = Date() + ) { + self.compatibilityPairID = compatibilityPairID + self.device = device + self.model = model + self.runtime = runtime + self.qualityGate = qualityGate + self.memoryCalibrationSample = memoryCalibrationSample + self.createdAt = createdAt + } +} + +public struct TurboQuantCoreBenchmarkAdapter: Sendable { + public init() {} + + public func benchmarkReport( + from coreReport: TurboQuantCoreBenchmarkReport, + context: TurboQuantCoreBenchmarkAdapterContext + ) throws -> TurboQuantBenchmarkReport { + guard coreReport.schemaVersion == TurboQuantCoreBenchmarkReport.schemaVersion else { + throw TurboQuantBenchmarkImportFailure.unsupportedSchema( + name: "CoreBenchmarkReport", + version: coreReport.schemaVersion + ) + } + guard coreReport.hiddenCopyAudit.status != .fail else { + throw TurboQuantBenchmarkImportFailure.memoryGateFailed("Core hidden-copy audit failed.") + } + + var runtime = context.runtime + runtime.preset = runtime.preset ?? coreReport.metrics.preset + runtime.valueBits = runtime.valueBits ?? coreReport.metrics.valueBits + runtime.groupSize = runtime.groupSize ?? coreReport.metrics.groupSize + runtime.attentionPath = runtime.attentionPath ?? coreReport.pathDecision?.selectedPath + + return TurboQuantBenchmarkReport( + compatibilityPairID: context.compatibilityPairID, + producer: SchemaProducer(repo: "mlx-swift", commit: coreReport.mlxSwiftCommit ?? "unknown"), + device: context.device, + model: context.model, + runtime: runtime, + metrics: TurboQuantBenchmarkMetrics( + contextTokens: coreReport.metrics.contextTokens, + firstTokenLatencyMS: coreReport.metrics.firstTokenLatencyMS, + prefillTokensPerSecond: coreReport.metrics.prefillTokensPerSecond, + decodeTokensPerSecondP50: coreReport.metrics.decodeTokensPerSecondP50, + decodeTokensPerSecondP95: coreReport.metrics.decodeTokensPerSecondP95, + peakMemoryBytes: coreReport.metrics.peakMemoryBytes.map(Int64.init), + compressedKVBytes: Int64(coreReport.metrics.compressedKVBytes), + decodedFallbackScratchBytes: coreReport.pathDecision.map { Int64($0.estimatedScratchBytes) }, + memoryWarningsSeen: coreReport.metrics.memoryWarningsSeen, + fallbackUsed: coreReport.metrics.fallbackUsed, + fallbackReason: coreReport.metrics.fallbackReason, + jetsamObserved: coreReport.metrics.jetsamObserved + ), + qualityGate: context.qualityGate, + memoryCalibrationSample: context.memoryCalibrationSample, + createdAt: context.createdAt + ) + } +} + public struct TurboQuantBenchmarkImporter: Sendable { public init() {} diff --git a/Sources/PinesCore/Inference/TurboQuantDeviceAcceptanceRunner.swift b/Sources/PinesCore/Inference/TurboQuantDeviceAcceptanceRunner.swift index fd56f53..01df449 100644 --- a/Sources/PinesCore/Inference/TurboQuantDeviceAcceptanceRunner.swift +++ b/Sources/PinesCore/Inference/TurboQuantDeviceAcceptanceRunner.swift @@ -52,3 +52,44 @@ public struct TurboQuantDeviceAcceptanceRunner: Sendable { try JSONDecoder().decode(TurboQuantDeviceAcceptanceExport.self, from: data) } } + +public struct TurboQuantEvidenceSupportBundle: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var evidence: [RuntimeProfileEvidence] + public var revocations: [RuntimeEvidenceRevocation] + public var memoryCalibrationSamples: [RuntimeMemoryCalibrationSample] + public var memoryCalibrations: [RuntimeMemoryCalibration] + public var exportedAt: Date + + public init( + schemaVersion: Int = Self.schemaVersion, + evidence: [RuntimeProfileEvidence], + revocations: [RuntimeEvidenceRevocation] = [], + memoryCalibrationSamples: [RuntimeMemoryCalibrationSample] = [], + memoryCalibrations: [RuntimeMemoryCalibration] = [], + exportedAt: Date = Date() + ) { + self.schemaVersion = schemaVersion + self.evidence = evidence + self.revocations = revocations + self.memoryCalibrationSamples = memoryCalibrationSamples + self.memoryCalibrations = memoryCalibrations + self.exportedAt = exportedAt + } +} + +public struct TurboQuantEvidenceSupportBundleExporter: Sendable { + public init() {} + + public func encode(_ bundle: TurboQuantEvidenceSupportBundle) throws -> Data { + let encoder = JSONEncoder() + encoder.outputFormatting = [.prettyPrinted, .sortedKeys] + return try encoder.encode(bundle) + } + + public func decode(_ data: Data) throws -> TurboQuantEvidenceSupportBundle { + try JSONDecoder().decode(TurboQuantEvidenceSupportBundle.self, from: data) + } +} diff --git a/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift index 2665980..c7bea58 100644 --- a/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift @@ -31,6 +31,37 @@ struct TurboQuantWave3EvidenceTests { #expect(result.evidence.qualityGate.benchmarkSuiteID == TurboQuantBenchmarkSuiteID.mobileMemoryAcceptanceV1.rawValue) } + @Test func benchmarkImporterRejectsUnknownSchemaAndMissingFallbackHash() throws { + var wrongSchema = Self.report() + wrongSchema.schemaVersion = 999 + #expect(throws: TurboQuantBenchmarkImportFailure.unsupportedSchema(name: "BenchmarkReport", version: 999)) { + _ = try TurboQuantBenchmarkImporter().importReport( + wrongSchema, + policy: TurboQuantBenchmarkImportPolicy() + ) + } + + var missingHash = Self.report() + missingHash.runtime.fallbackContractHash = " " + #expect(throws: TurboQuantBenchmarkImportFailure.missingFallbackContractHash) { + _ = try TurboQuantBenchmarkImporter().importReport( + missingHash, + policy: TurboQuantBenchmarkImportPolicy() + ) + } + } + + @Test func benchmarkImporterCarriesCalibrationSampleIntoEvidence() throws { + let report = Self.report() + let result = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy(requestedEvidenceLevel: .smokeTested) + ) + + #expect(result.memoryCalibrationSample?.id == report.memoryCalibrationSample?.id) + #expect(result.evidence.memoryCalibrationSampleID == report.memoryCalibrationSample?.id) + } + @Test func benchmarkImporterRequiresPassingQualityForVerifiedEvidence() throws { var report = Self.report() report.qualityGate.passed = false @@ -69,6 +100,133 @@ struct TurboQuantWave3EvidenceTests { #expect(revocations.first?.evidenceID == first.evidence.id) } + @Test func profileEvidenceStoreLookupUsesExactTupleAndSkipsRevokedEvidence() async throws { + let report = Self.report() + let store = ProfileEvidenceStore() + let imported = try await store.importBenchmarkReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + ) + + let found = await store.evidence( + modelID: report.model.id, + modelRevision: report.model.revision, + tokenizerHash: report.model.tokenizerHash, + profileHash: report.model.profileHash, + compatibilityPairID: report.compatibilityPairID, + deviceClass: report.device.deviceClass, + hardwareModel: report.device.hardwareModel, + osBuild: report.device.osBuild, + mode: report.runtime.userMode, + fallbackContractHash: report.runtime.fallbackContractHash, + minimumContextTokens: report.runtime.admittedContextTokens + ) + let wrongMode = await store.evidence( + modelID: report.model.id, + modelRevision: report.model.revision, + tokenizerHash: report.model.tokenizerHash, + profileHash: report.model.profileHash, + compatibilityPairID: report.compatibilityPairID, + deviceClass: report.device.deviceClass, + hardwareModel: report.device.hardwareModel, + osBuild: report.device.osBuild, + mode: .batterySaver, + fallbackContractHash: report.runtime.fallbackContractHash, + minimumContextTokens: report.runtime.admittedContextTokens + ) + + #expect(found?.id == imported.evidence.id) + #expect(wrongMode == nil) + + _ = await store.revoke(id: imported.evidence.id, reason: "test revoke") + let revoked = await store.evidence( + modelID: report.model.id, + modelRevision: report.model.revision, + tokenizerHash: report.model.tokenizerHash, + profileHash: report.model.profileHash, + compatibilityPairID: report.compatibilityPairID, + deviceClass: report.device.deviceClass, + hardwareModel: report.device.hardwareModel, + osBuild: report.device.osBuild, + mode: report.runtime.userMode, + fallbackContractHash: report.runtime.fallbackContractHash, + minimumContextTokens: report.runtime.admittedContextTokens + ) + #expect(revoked == nil) + } + + @Test func profileEvidenceStoreDoesNotRevokeDistinctTuples() async throws { + let store = ProfileEvidenceStore() + let first = try await store.importBenchmarkReport( + Self.report(createdAt: Date(timeIntervalSinceReferenceDate: 1)), + policy: TurboQuantBenchmarkImportPolicy(requestedEvidenceLevel: .smokeTested) + ) + var distinctReport = Self.report(createdAt: Date(timeIntervalSinceReferenceDate: 2)) + distinctReport.model.revision = "different-revision" + _ = try await store.importBenchmarkReport( + distinctReport, + policy: TurboQuantBenchmarkImportPolicy(requestedEvidenceLevel: .smokeTested) + ) + + let allEvidence = await store.allEvidence() + let original = allEvidence.first { $0.id == first.evidence.id } + let revocations = await store.allRevocations() + + #expect(original?.evidenceLevel == .smokeTested) + #expect(revocations.isEmpty) + } + + @Test func coreBenchmarkAdapterWrapsCoreJSONIntoBenchmarkReportEnvelope() throws { + let core = TurboQuantCoreBenchmarkReport( + mlxSwiftCommit: "core-commit", + storageEstimate: TurboQuantCoreStorageEstimate(totalBytes: 512, actualBitsPerValue: 4.25), + pathDecision: TurboQuantCoreAttentionDecision(selectedPath: .onlineFused, estimatedScratchBytes: 256), + metrics: TurboQuantCoreBenchmarkMetrics( + contextTokens: 2048, + headDimension: 128, + queryLength: 1, + preset: "turbo4v2", + valueBits: 4, + groupSize: 64, + firstTokenLatencyMS: 12, + prefillTokensPerSecond: 900, + decodeTokensPerSecondP50: 40, + decodeTokensPerSecondP95: 35, + totalBytes: 512, + compressedKVBytes: 512, + peakMemoryBytes: 1024, + actualBitsPerValue: 4.25 + ), + hiddenCopyAudit: TurboQuantCoreHiddenCopyAudit(status: .pass) + ) + var runtime = Self.report().runtime + runtime.attentionPath = nil + let context = TurboQuantCoreBenchmarkAdapterContext( + compatibilityPairID: "pair-wave3", + device: Self.report().device, + model: Self.report().model, + runtime: runtime, + qualityGate: Self.report().qualityGate, + createdAt: Date(timeIntervalSinceReferenceDate: 123) + ) + + let report = try TurboQuantCoreBenchmarkAdapter().benchmarkReport( + from: core, + context: context + ) + + #expect(report.producer.repo == "mlx-swift") + #expect(report.producer.commit == "core-commit") + #expect(report.runtime.attentionPath == .onlineFused) + #expect(report.metrics.compressedKVBytes == 512) + #expect(report.metrics.decodedFallbackScratchBytes == 256) + } + @Test func qualityGateEvaluatorRecordsReasons() { let evaluated = TurboQuantQualityGateEvaluator().evaluated( TurboQuantQualityGate( @@ -139,6 +297,23 @@ struct TurboQuantWave3EvidenceTests { #expect(decoded.report.compatibilityPairID == report.compatibilityPairID) } + @Test func evidenceSupportBundleRoundTripsEvidenceAndCalibration() throws { + let result = try TurboQuantBenchmarkImporter().importReport( + Self.report(), + policy: TurboQuantBenchmarkImportPolicy(requestedEvidenceLevel: .smokeTested) + ) + let bundle = TurboQuantEvidenceSupportBundle( + evidence: [result.evidence], + memoryCalibrationSamples: [try #require(result.memoryCalibrationSample)] + ) + let exporter = TurboQuantEvidenceSupportBundleExporter() + let decoded = try exporter.decode(try exporter.encode(bundle)) + + #expect(decoded.schemaVersion == TurboQuantEvidenceSupportBundle.schemaVersion) + #expect(decoded.evidence.first?.id == result.evidence.id) + #expect(decoded.memoryCalibrationSamples.first?.id == result.memoryCalibrationSample?.id) + } + private static func report(createdAt: Date = Date()) -> TurboQuantBenchmarkReport { let fallbackContract = TurboQuantFallbackContract.productDefault(for: .balanced) return TurboQuantBenchmarkReport( diff --git a/docs/turboquant-implementation/Wave3-changelog.md b/docs/turboquant-implementation/Wave3-changelog.md index 89e9b3c..6fab51e 100644 --- a/docs/turboquant-implementation/Wave3-changelog.md +++ b/docs/turboquant-implementation/Wave3-changelog.md @@ -56,6 +56,9 @@ This file tracks Wave 3 evidence-loop implementation after the completed Wave 2 - profile selection fails closed on unsupported schema/layout versions; - stable mismatch DTOs are surfaced through profile validation diagnostics; - `TurboQuantModelBenchmark` emits aggregate and per-result QualityGate-shaped quality output; + - audit fix: synthetic fallback-equivalence output now reports `prefillExact = false` and + `passed = false` until a real prefill-exactness suite is run, avoiding false Verified-quality + evidence; - validation passed: `swift build --target MLXLMCommon`, `swift build --target TurboQuantModelBenchmark`, `swift test --filter TurboQuantProfileTests`, and a focused benchmark JSON run. @@ -65,14 +68,23 @@ This file tracks Wave 3 evidence-loop implementation after the completed Wave 2 - quality gate threshold evaluator; - memory calibration aggregation and in-memory store helpers; - GRDB schema/methods for evidence, revocations, calibration samples, and aggregates; - - compatibility UI state separation from catalog/preflight verification; + - audit fix: stored evidence is loaded into model previews so Verified/Revoked evidence can drive + compatibility UI state instead of labels being derived from catalog/preflight metadata only; + - handoff hardening: model preview evidence selection requires exact model revision and device + class for product-claim evidence, and filters all evidence by mode and admitted context before a + record can affect the UI; + - audit fix: profile evidence lookup and conflict revocation now use the full tuple + model/revision/tokenizer/profile/pair/device/hardware/OS/mode/fallback/layout/path/context; + - audit fix: `mlx-swift` core benchmark JSON can be wrapped into full Pines `BenchmarkReport.v1` + through an explicit adapter context rather than being mistaken for release evidence by itself; - real-device acceptance export/import wrapper that records import failures instead of fabricating - Verified evidence. + Verified evidence; + - support-bundle export DTO for evidence, revocations, and memory calibration records. - Focused Pines validation passed: - - `swift test --filter TurboQuantWave3EvidenceTests` passed 8 Swift Testing tests. + - `swift test --filter TurboQuantWave3EvidenceTests` passed 14 Swift Testing tests. - Broad Pines validation passed: - `swift build --disable-automatic-resolution`; - - `swift test --disable-automatic-resolution` passed 150 Swift Testing tests; + - `swift test --disable-automatic-resolution` passed 156 Swift Testing tests; - `swift run --disable-automatic-resolution PinesCoreTestRunner`; - `xcrun swiftc -parse -I .build/debug/Modules Pines/Runtime/MLXRuntimeBridge.swift`; - `git diff --check`; @@ -85,7 +97,7 @@ This file tracks Wave 3 evidence-loop implementation after the completed Wave 2 `run-xcode-validation.sh prepare/generate/finalize`, which passed. - App-target syntax validation: - `xcrun swiftc -parse -I .build/arm64-apple-macosx/debug/Modules` passed for the changed - Pines app presentation, persistence, and model-view component files. + Pines app services, app model, presentation, persistence, and model-view component files. - Xcode package/app build limitation: - `bash scripts/ci/run-xcode-validation.sh resolve` stalled inside `xcodebuild -resolvePackageDependencies` with no progress; From f001c8aedf71032bdb7a8cc1cc72bd753b26472e Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 13:05:49 +0200 Subject: [PATCH 13/80] Implement TurboQuant Wave 4 context persistence --- .../xcshareddata/xcschemes/Pines.xcscheme | 25 +- .../xcschemes/PinesWatch.xcscheme | 18 +- .../Persistence/GRDBPinesStore+Mapping.swift | 77 + Pines/Persistence/GRDBPinesStore.swift | 492 ++++++ .../Inference/ContextAssemblyPlan.swift | 507 ++++++- .../Inference/ContextMemoryPlanner.swift | 442 ++++++ .../Inference/TurboQuantKVSnapshot.swift | 1323 +++++++++++++++++ .../Persistence/DatabaseSchema.swift | 87 +- Sources/PinesCoreTestRunner/main.swift | 9 +- Tests/PinesCoreTests/CoreContractTests.swift | 17 +- .../SnapshotSecurityPolicyTests.swift | 97 ++ .../TurboQuantKVSnapshotStoreTests.swift | 185 +++ .../TurboQuantWave4ContextMemoryTests.swift | 351 +++++ .../Wave4-changelog.md | 155 ++ 14 files changed, 3754 insertions(+), 31 deletions(-) create mode 100644 Sources/PinesCore/Inference/ContextMemoryPlanner.swift create mode 100644 Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift create mode 100644 Tests/PinesCoreTests/SnapshotSecurityPolicyTests.swift create mode 100644 Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift create mode 100644 Tests/PinesCoreTests/TurboQuantWave4ContextMemoryTests.swift create mode 100644 docs/turboquant-implementation/Wave4-changelog.md diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme index 640df9b..d0cb4cc 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme @@ -1,11 +1,10 @@ + version = "1.3"> + buildImplicitDependencies = "YES"> @@ -58,7 +57,7 @@ @@ -70,13 +69,12 @@ selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" shouldUseLaunchSchemeArgsEnv = "YES" - codeCoverageEnabled = "YES" - onlyGenerateCoverageForSpecifiedTargets = "NO"> + codeCoverageEnabled = "YES"> @@ -94,8 +92,7 @@ + skipped = "NO"> - - - - diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme index 26fe3dd..10f7c9b 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme @@ -1,11 +1,10 @@ + version = "1.3"> + buildImplicitDependencies = "YES"> @@ -27,13 +26,12 @@ buildConfiguration = "Debug" selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" - shouldUseLaunchSchemeArgsEnv = "YES" - onlyGenerateCoverageForSpecifiedTargets = "NO"> + shouldUseLaunchSchemeArgsEnv = "YES"> @@ -56,13 +54,11 @@ - - diff --git a/Pines/Persistence/GRDBPinesStore+Mapping.swift b/Pines/Persistence/GRDBPinesStore+Mapping.swift index 0cce382..baa9a50 100644 --- a/Pines/Persistence/GRDBPinesStore+Mapping.swift +++ b/Pines/Persistence/GRDBPinesStore+Mapping.swift @@ -198,6 +198,83 @@ extension GRDBPinesStore { decodeJSON(row["calibration_json"] as String?) } + static func kvSnapshotManifest(from row: Row) -> TurboQuantKVSnapshotManifest { + TurboQuantKVSnapshotManifest( + schemaVersion: row["schema_version"], + snapshotID: UUID(uuidString: row["snapshot_id"]) ?? UUID(), + conversationID: UUID(uuidString: row["conversation_id"]) ?? UUID(), + modelID: row["model_id"], + modelRevision: row["model_revision"] as String?, + tokenizerHash: row["tokenizer_hash"], + profileHash: row["profile_hash"], + turboQuantLayoutVersion: row["turboquant_layout_version"], + ropeConfigHash: row["rope_config_hash"], + tokenPrefixHash: row["token_prefix_hash"], + fallbackContractHash: row["fallback_contract_hash"] as String?, + logicalLength: row["logical_length"], + pinnedPrefixLength: row["pinned_prefix_length"], + compressedKeyBytes: row["compressed_key_bytes"], + compressedValueBytes: row["compressed_value_bytes"], + blobByteCount: row["blob_byte_count"], + encryptionKeyID: row["encryption_key_id"], + createdAt: Date(timeIntervalSinceReferenceDate: row["created_at"]) + ) + } + + static func kvSnapshotBlob(from row: Row) -> TurboQuantKVSnapshotBlob { + TurboQuantKVSnapshotBlob( + snapshotID: UUID(uuidString: row["snapshot_id"]) ?? UUID(), + encryptedByteCount: row["encrypted_byte_count"], + integrityChecksum: row["integrity_checksum"], + encryptionKeyID: row["encryption_key_id"], + storageLocation: row["storage_location"], + relativePath: row["relative_path"] as String?, + cloudSyncAllowed: (row["cloud_sync_allowed"] as Int) == 1, + excludedFromBackup: (row["excluded_from_backup"] as Int) == 1, + createdAt: Date(timeIntervalSinceReferenceDate: row["created_at"]), + lastVerifiedAt: (row["last_verified_at"] as Double?).map(Date.init(timeIntervalSinceReferenceDate:)) + ) + } + + static func kvSnapshotReference(from row: Row) -> TurboQuantKVSnapshotReference { + TurboQuantKVSnapshotReference( + id: UUID(uuidString: row["id"]) ?? UUID(), + conversationID: UUID(uuidString: row["conversation_id"]) ?? UUID(), + snapshotID: UUID(uuidString: row["snapshot_id"]) ?? UUID(), + pinned: (row["pinned"] as Int) == 1, + state: TurboQuantKVSnapshotState(rawValue: row["state"]) ?? .invalidated, + createdAt: Date(timeIntervalSinceReferenceDate: row["created_at"]), + lastUsedAt: (row["last_used_at"] as Double?).map(Date.init(timeIntervalSinceReferenceDate:)) + ) + } + + static func kvSnapshotRestoreAttempt(from row: Row) -> TurboQuantKVSnapshotRestoreAttempt { + TurboQuantKVSnapshotRestoreAttempt( + id: UUID(uuidString: row["id"]) ?? UUID(), + schemaVersion: row["schema_version"], + snapshotID: (row["snapshot_id"] as String?).flatMap(UUID.init(uuidString:)), + conversationID: UUID(uuidString: row["conversation_id"]) ?? UUID(), + attemptedAt: Date(timeIntervalSinceReferenceDate: row["attempted_at"]), + result: TurboQuantKVSnapshotRestoreResult(rawValue: row["result"]) ?? .rejected, + failureReason: row["failure_reason"] as String?, + expectedIdentity: decodeJSON(row["expected_identity_json"] as String?) + ) + } + + static func kvSnapshotQuarantine(from row: Row) -> TurboQuantKVSnapshotQuarantine { + TurboQuantKVSnapshotQuarantine( + id: UUID(uuidString: row["id"]) ?? UUID(), + schemaVersion: row["schema_version"], + snapshotID: (row["snapshot_id"] as String?).flatMap(UUID.init(uuidString:)), + conversationID: (row["conversation_id"] as String?).flatMap(UUID.init(uuidString:)), + stage: TurboQuantKVSnapshotQuarantineStage(rawValue: row["stage"]) ?? .restore, + reason: row["reason"], + blobByteCount: row["blob_byte_count"], + quarantinedAt: Date(timeIntervalSinceReferenceDate: row["quarantined_at"]), + resolvedAt: (row["resolved_at"] as Double?).map(Date.init(timeIntervalSinceReferenceDate:)) + ) + } + static func vaultDocument(from row: Row) -> VaultDocumentRecord { VaultDocumentRecord( id: UUID(uuidString: row["id"]) ?? UUID(), diff --git a/Pines/Persistence/GRDBPinesStore.swift b/Pines/Persistence/GRDBPinesStore.swift index 505b3e6..0ec0b56 100644 --- a/Pines/Persistence/GRDBPinesStore.swift +++ b/Pines/Persistence/GRDBPinesStore.swift @@ -27,6 +27,7 @@ actor GRDBPinesStore: ModelDownloadRepository, AuditEventRepository, TurboQuantEvidenceRepository, + TurboQuantKVSnapshotRepository, AppDataResetRepository { let database: DatabasePool @@ -217,6 +218,11 @@ actor GRDBPinesStore: "provider_model_capabilities", "provider_research_runs", "projects", + "kv_snapshot_manifest", + "kv_snapshot_blob", + "kv_snapshot_reference", + "kv_snapshot_restore_attempt", + "kv_snapshot_quarantine", ] private static let userResetTables = plaintextMigrationTables @@ -840,10 +846,251 @@ actor GRDBPinesStore: func deleteInstall(repository: String) async throws { try await database.write { db in + _ = try Self.deleteKVSnapshotRows(modelID: repository, db: db) try db.execute(sql: "DELETE FROM model_installs WHERE repository = ?", arguments: [repository]) } } + // MARK: - TurboQuant KV Snapshots + + func commitKVSnapshot( + _ request: TurboQuantKVSnapshotWriteRequest, + policy: SnapshotSecurityPolicy + ) async throws -> TurboQuantKVSnapshotWriteOutcome { + try request.manifest.validateForStorage(policy: policy) + + if !request.writeCompletedAtomically { + let quarantine = TurboQuantKVSnapshotQuarantine( + snapshotID: request.manifest.snapshotID, + conversationID: request.manifest.conversationID, + stage: .write, + reason: "partial_write", + blobByteCount: Int64(request.encryptedBlob.count), + quarantinedAt: request.createdAt + ) + try await quarantineKVSnapshot(quarantine) + return TurboQuantKVSnapshotWriteOutcome( + disposition: .quarantined, + manifest: request.manifest, + quarantine: quarantine + ) + } + + guard Int64(request.encryptedBlob.count) == request.manifest.blobByteCount else { + let quarantine = TurboQuantKVSnapshotQuarantine( + snapshotID: request.manifest.snapshotID, + conversationID: request.manifest.conversationID, + stage: .write, + reason: "blob_byte_count_mismatch", + blobByteCount: Int64(request.encryptedBlob.count), + quarantinedAt: request.createdAt + ) + try await quarantineKVSnapshot(quarantine) + return TurboQuantKVSnapshotWriteOutcome( + disposition: .quarantined, + manifest: request.manifest, + quarantine: quarantine + ) + } + + guard request.manifest.blobByteCount <= policy.quotaBytes else { + let quarantine = TurboQuantKVSnapshotQuarantine( + snapshotID: request.manifest.snapshotID, + conversationID: request.manifest.conversationID, + stage: .quota, + reason: "snapshot_exceeds_quota", + blobByteCount: request.manifest.blobByteCount, + quarantinedAt: request.createdAt + ) + try await quarantineKVSnapshot(quarantine) + return TurboQuantKVSnapshotWriteOutcome( + disposition: .quarantined, + manifest: request.manifest, + quarantine: quarantine + ) + } + + let blob = TurboQuantKVSnapshotBlob( + snapshotID: request.manifest.snapshotID, + encryptedByteCount: request.manifest.blobByteCount, + integrityChecksum: TurboQuantKVSnapshotBlob.checksum(for: request.encryptedBlob), + encryptionKeyID: request.manifest.encryptionKeyID, + createdAt: request.createdAt + ) + try blob.validate(encryptedBytes: request.encryptedBlob, manifest: request.manifest) + + let quotaResult = try await database.write { db -> (evicted: [UUID], quarantine: TurboQuantKVSnapshotQuarantine?) in + try Self.upsertKVSnapshotManifest(request.manifest, state: .active, invalidatedReason: nil, lastValidatedAt: nil, db: db) + try Self.upsertKVSnapshotBlob(blob, encryptedBlob: request.encryptedBlob, committedAt: request.createdAt, db: db) + try Self.upsertKVSnapshotReference( + TurboQuantKVSnapshotReference( + conversationID: request.manifest.conversationID, + snapshotID: request.manifest.snapshotID, + pinned: request.pinned, + createdAt: request.createdAt + ), + db: db + ) + let evicted = try Self.enforceKVSnapshotQuota(policy: policy, protecting: request.manifest.snapshotID, db: db) + guard try Self.activeKVSnapshotBytes(db: db) <= policy.quotaBytes else { + let quarantine = TurboQuantKVSnapshotQuarantine( + snapshotID: request.manifest.snapshotID, + conversationID: request.manifest.conversationID, + stage: .quota, + reason: "quota_cannot_be_enforced_without_eviction_of_pinned_snapshot", + blobByteCount: request.manifest.blobByteCount, + quarantinedAt: request.createdAt + ) + try db.execute( + sql: "UPDATE kv_snapshot_manifest SET status = ?, invalidated_reason = ? WHERE snapshot_id = ?", + arguments: [TurboQuantKVSnapshotState.quarantined.rawValue, quarantine.reason, request.manifest.snapshotID.uuidString] + ) + try db.execute(sql: "DELETE FROM kv_snapshot_blob WHERE snapshot_id = ?", arguments: [request.manifest.snapshotID.uuidString]) + try db.execute( + sql: "UPDATE kv_snapshot_reference SET state = ? WHERE snapshot_id = ?", + arguments: [TurboQuantKVSnapshotState.quarantined.rawValue, request.manifest.snapshotID.uuidString] + ) + try Self.insertKVSnapshotQuarantine(quarantine, db: db) + return (evicted, quarantine) + } + return (evicted, nil) + } + + if let quarantine = quotaResult.quarantine { + return TurboQuantKVSnapshotWriteOutcome( + disposition: .quarantined, + manifest: request.manifest, + blob: blob, + quarantine: quarantine, + evictedSnapshotIDs: quotaResult.evicted + ) + } + + return TurboQuantKVSnapshotWriteOutcome( + disposition: .committed, + manifest: request.manifest, + blob: blob, + evictedSnapshotIDs: quotaResult.evicted + ) + } + + func latestKVSnapshotManifest(conversationID: UUID) async throws -> TurboQuantKVSnapshotManifest? { + try await database.read { db in + try Row.fetchOne( + db, + sql: """ + SELECT m.* + FROM kv_snapshot_manifest m + JOIN kv_snapshot_blob b ON b.snapshot_id = m.snapshot_id + WHERE m.conversation_id = ? AND m.status = ? + ORDER BY m.created_at DESC + LIMIT 1 + """, + arguments: [conversationID.uuidString, TurboQuantKVSnapshotState.active.rawValue] + ).map(Self.kvSnapshotManifest(from:)) + } + } + + func listKVSnapshotManifests(conversationID: UUID? = nil) async throws -> [TurboQuantKVSnapshotManifest] { + try await database.read { db in + let rows: [Row] + if let conversationID { + rows = try Row.fetchAll( + db, + sql: "SELECT * FROM kv_snapshot_manifest WHERE conversation_id = ? ORDER BY created_at DESC", + arguments: [conversationID.uuidString] + ) + } else { + rows = try Row.fetchAll(db, sql: "SELECT * FROM kv_snapshot_manifest ORDER BY created_at DESC") + } + return rows.map(Self.kvSnapshotManifest(from:)) + } + } + + func recordKVSnapshotRestoreAttempt(_ attempt: TurboQuantKVSnapshotRestoreAttempt) async throws { + try await database.write { db in + try Self.insertKVSnapshotRestoreAttempt(attempt, db: db) + } + } + + func quarantineKVSnapshot(_ quarantine: TurboQuantKVSnapshotQuarantine) async throws { + try await database.write { db in + if let snapshotID = quarantine.snapshotID { + try db.execute( + sql: """ + UPDATE kv_snapshot_manifest + SET status = ?, invalidated_reason = ? + WHERE snapshot_id = ? + """, + arguments: [TurboQuantKVSnapshotState.quarantined.rawValue, quarantine.reason, snapshotID.uuidString] + ) + try db.execute( + sql: "UPDATE kv_snapshot_reference SET state = ? WHERE snapshot_id = ?", + arguments: [TurboQuantKVSnapshotState.quarantined.rawValue, snapshotID.uuidString] + ) + } + try Self.insertKVSnapshotQuarantine(quarantine, db: db) + } + } + + func listKVSnapshotRestoreAttempts(conversationID: UUID? = nil, limit: Int = 100) async throws -> [TurboQuantKVSnapshotRestoreAttempt] { + try await database.read { db in + let rows: [Row] + if let conversationID { + rows = try Row.fetchAll( + db, + sql: "SELECT * FROM kv_snapshot_restore_attempt WHERE conversation_id = ? ORDER BY attempted_at DESC LIMIT ?", + arguments: [conversationID.uuidString, max(1, limit)] + ) + } else { + rows = try Row.fetchAll( + db, + sql: "SELECT * FROM kv_snapshot_restore_attempt ORDER BY attempted_at DESC LIMIT ?", + arguments: [max(1, limit)] + ) + } + return rows.map(Self.kvSnapshotRestoreAttempt(from:)) + } + } + + func listKVSnapshotQuarantines(unresolvedOnly: Bool = true) async throws -> [TurboQuantKVSnapshotQuarantine] { + try await database.read { db in + let rows: [Row] + if unresolvedOnly { + rows = try Row.fetchAll( + db, + sql: "SELECT * FROM kv_snapshot_quarantine WHERE resolved_at IS NULL ORDER BY quarantined_at DESC" + ) + } else { + rows = try Row.fetchAll( + db, + sql: "SELECT * FROM kv_snapshot_quarantine ORDER BY quarantined_at DESC" + ) + } + return rows.map(Self.kvSnapshotQuarantine(from:)) + } + } + + func deleteKVSnapshots(modelID: String) async throws -> [UUID] { + try await database.write { db in + try Self.deleteKVSnapshotRows(modelID: modelID, db: db) + } + } + + func deleteAllKVSnapshots(reason: String) async throws { + try await database.write { db in + try db.execute(sql: "DELETE FROM kv_snapshot_reference") + try db.execute(sql: "DELETE FROM kv_snapshot_blob") + try db.execute(sql: "DELETE FROM kv_snapshot_manifest") + try db.execute(sql: "DELETE FROM kv_snapshot_restore_attempt") + try db.execute(sql: "DELETE FROM kv_snapshot_quarantine") + try Self.insertKVSnapshotQuarantine( + TurboQuantKVSnapshotQuarantine(stage: .deletion, reason: reason, blobByteCount: 0), + db: db + ) + } + } + // MARK: - TurboQuant Evidence func upsertTurboQuantProfileEvidence(_ evidence: RuntimeProfileEvidence) async throws { @@ -2795,6 +3042,251 @@ actor GRDBPinesStore: } } + // MARK: - Snapshot Helpers + + private static func upsertKVSnapshotManifest( + _ manifest: TurboQuantKVSnapshotManifest, + state: TurboQuantKVSnapshotState, + invalidatedReason: String?, + lastValidatedAt: Date?, + db: Database + ) throws { + try db.execute( + sql: """ + INSERT INTO kv_snapshot_manifest + (snapshot_id, schema_version, conversation_id, model_id, model_revision, + tokenizer_hash, profile_hash, turboquant_layout_version, rope_config_hash, + token_prefix_hash, fallback_contract_hash, logical_length, pinned_prefix_length, + compressed_key_bytes, compressed_value_bytes, blob_byte_count, encryption_key_id, + status, invalidated_reason, created_at, last_validated_at) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) + ON CONFLICT(snapshot_id) DO UPDATE SET + schema_version = excluded.schema_version, + conversation_id = excluded.conversation_id, + model_id = excluded.model_id, + model_revision = excluded.model_revision, + tokenizer_hash = excluded.tokenizer_hash, + profile_hash = excluded.profile_hash, + turboquant_layout_version = excluded.turboquant_layout_version, + rope_config_hash = excluded.rope_config_hash, + token_prefix_hash = excluded.token_prefix_hash, + fallback_contract_hash = excluded.fallback_contract_hash, + logical_length = excluded.logical_length, + pinned_prefix_length = excluded.pinned_prefix_length, + compressed_key_bytes = excluded.compressed_key_bytes, + compressed_value_bytes = excluded.compressed_value_bytes, + blob_byte_count = excluded.blob_byte_count, + encryption_key_id = excluded.encryption_key_id, + status = excluded.status, + invalidated_reason = excluded.invalidated_reason, + created_at = excluded.created_at, + last_validated_at = excluded.last_validated_at + """, + arguments: [ + manifest.snapshotID.uuidString, + manifest.schemaVersion, + manifest.conversationID.uuidString, + manifest.modelID, + manifest.modelRevision, + manifest.tokenizerHash, + manifest.profileHash, + manifest.turboQuantLayoutVersion, + manifest.ropeConfigHash, + manifest.tokenPrefixHash, + manifest.fallbackContractHash, + manifest.logicalLength, + manifest.pinnedPrefixLength, + manifest.compressedKeyBytes, + manifest.compressedValueBytes, + manifest.blobByteCount, + manifest.encryptionKeyID, + state.rawValue, + invalidatedReason, + manifest.createdAt.timeIntervalSinceReferenceDate, + lastValidatedAt?.timeIntervalSinceReferenceDate, + ] + ) + } + + private static func upsertKVSnapshotBlob( + _ blob: TurboQuantKVSnapshotBlob, + encryptedBlob: Data, + committedAt: Date, + db: Database + ) throws { + try db.execute( + sql: """ + INSERT INTO kv_snapshot_blob + (snapshot_id, storage_location, relative_path, encrypted_blob, encrypted_byte_count, + integrity_checksum, encryption_key_id, cloud_sync_allowed, excluded_from_backup, + created_at, committed_at, last_verified_at) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) + ON CONFLICT(snapshot_id) DO UPDATE SET + storage_location = excluded.storage_location, + relative_path = excluded.relative_path, + encrypted_blob = excluded.encrypted_blob, + encrypted_byte_count = excluded.encrypted_byte_count, + integrity_checksum = excluded.integrity_checksum, + encryption_key_id = excluded.encryption_key_id, + cloud_sync_allowed = excluded.cloud_sync_allowed, + excluded_from_backup = excluded.excluded_from_backup, + created_at = excluded.created_at, + committed_at = excluded.committed_at, + last_verified_at = excluded.last_verified_at + """, + arguments: [ + blob.snapshotID.uuidString, + blob.storageLocation, + blob.relativePath, + encryptedBlob, + blob.encryptedByteCount, + blob.integrityChecksum, + blob.encryptionKeyID, + blob.cloudSyncAllowed ? 1 : 0, + blob.excludedFromBackup ? 1 : 0, + blob.createdAt.timeIntervalSinceReferenceDate, + committedAt.timeIntervalSinceReferenceDate, + blob.lastVerifiedAt?.timeIntervalSinceReferenceDate, + ] + ) + } + + private static func upsertKVSnapshotReference(_ reference: TurboQuantKVSnapshotReference, db: Database) throws { + try db.execute( + sql: """ + INSERT INTO kv_snapshot_reference + (id, conversation_id, snapshot_id, pinned, state, created_at, last_used_at) + VALUES (?, ?, ?, ?, ?, ?, ?) + ON CONFLICT(id) DO UPDATE SET + conversation_id = excluded.conversation_id, + snapshot_id = excluded.snapshot_id, + pinned = excluded.pinned, + state = excluded.state, + created_at = excluded.created_at, + last_used_at = excluded.last_used_at + """, + arguments: [ + reference.id.uuidString, + reference.conversationID.uuidString, + reference.snapshotID.uuidString, + reference.pinned ? 1 : 0, + reference.state.rawValue, + reference.createdAt.timeIntervalSinceReferenceDate, + reference.lastUsedAt?.timeIntervalSinceReferenceDate, + ] + ) + } + + private static func insertKVSnapshotRestoreAttempt(_ attempt: TurboQuantKVSnapshotRestoreAttempt, db: Database) throws { + try db.execute( + sql: """ + INSERT INTO kv_snapshot_restore_attempt + (id, schema_version, snapshot_id, conversation_id, attempted_at, result, + failure_reason, expected_identity_json) + VALUES (?, ?, ?, ?, ?, ?, ?, ?) + """, + arguments: [ + attempt.id.uuidString, + attempt.schemaVersion, + attempt.snapshotID?.uuidString, + attempt.conversationID.uuidString, + attempt.attemptedAt.timeIntervalSinceReferenceDate, + attempt.result.rawValue, + attempt.failureReason, + encodeJSON(attempt.expectedIdentity), + ] + ) + } + + private static func insertKVSnapshotQuarantine(_ quarantine: TurboQuantKVSnapshotQuarantine, db: Database) throws { + try db.execute( + sql: """ + INSERT INTO kv_snapshot_quarantine + (id, schema_version, snapshot_id, conversation_id, stage, reason, + blob_byte_count, quarantined_at, resolved_at) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?) + """, + arguments: [ + quarantine.id.uuidString, + quarantine.schemaVersion, + quarantine.snapshotID?.uuidString, + quarantine.conversationID?.uuidString, + quarantine.stage.rawValue, + quarantine.reason, + quarantine.blobByteCount, + quarantine.quarantinedAt.timeIntervalSinceReferenceDate, + quarantine.resolvedAt?.timeIntervalSinceReferenceDate, + ] + ) + } + + private static func deleteKVSnapshotRows(modelID: String, db: Database) throws -> [UUID] { + let ids = try String.fetchAll( + db, + sql: "SELECT snapshot_id FROM kv_snapshot_manifest WHERE model_id = ?", + arguments: [modelID] + ).compactMap(UUID.init(uuidString:)) + try db.execute(sql: "DELETE FROM kv_snapshot_manifest WHERE model_id = ?", arguments: [modelID]) + return ids + } + + private static func enforceKVSnapshotQuota( + policy: SnapshotSecurityPolicy, + protecting protectedSnapshotID: UUID, + db: Database + ) throws -> [UUID] { + var evicted: [UUID] = [] + while try activeKVSnapshotBytes(db: db) > policy.quotaBytes { + guard let snapshotID = try String.fetchOne( + db, + sql: """ + SELECT m.snapshot_id + FROM kv_snapshot_manifest m + JOIN kv_snapshot_blob b ON b.snapshot_id = m.snapshot_id + LEFT JOIN kv_snapshot_reference r ON r.snapshot_id = m.snapshot_id + WHERE m.status = ? + AND m.snapshot_id != ? + AND COALESCE(r.pinned, 0) = 0 + ORDER BY + m.created_at ASC, + COALESCE(r.last_used_at, r.created_at, m.created_at) ASC, + b.encrypted_byte_count DESC + LIMIT 1 + """, + arguments: [TurboQuantKVSnapshotState.active.rawValue, protectedSnapshotID.uuidString] + ) else { + break + } + + try db.execute( + sql: "UPDATE kv_snapshot_manifest SET status = ?, invalidated_reason = ? WHERE snapshot_id = ?", + arguments: [TurboQuantKVSnapshotState.invalidated.rawValue, "quota_eviction", snapshotID] + ) + try db.execute(sql: "DELETE FROM kv_snapshot_blob WHERE snapshot_id = ?", arguments: [snapshotID]) + try db.execute( + sql: "UPDATE kv_snapshot_reference SET state = ? WHERE snapshot_id = ?", + arguments: [TurboQuantKVSnapshotState.invalidated.rawValue, snapshotID] + ) + if let id = UUID(uuidString: snapshotID) { + evicted.append(id) + } + } + return evicted + } + + private static func activeKVSnapshotBytes(db: Database) throws -> Int64 { + try Int64.fetchOne( + db, + sql: """ + SELECT COALESCE(SUM(b.encrypted_byte_count), 0) + FROM kv_snapshot_manifest m + JOIN kv_snapshot_blob b ON b.snapshot_id = m.snapshot_id + WHERE m.status = ? + """, + arguments: [TurboQuantKVSnapshotState.active.rawValue] + ) ?? 0 + } + // MARK: - Observation Fetches private static func fetchConversations(_ db: Database) throws -> [ConversationRecord] { diff --git a/Sources/PinesCore/Inference/ContextAssemblyPlan.swift b/Sources/PinesCore/Inference/ContextAssemblyPlan.swift index f128e2a..edc06d4 100644 --- a/Sources/PinesCore/Inference/ContextAssemblyPlan.swift +++ b/Sources/PinesCore/Inference/ContextAssemblyPlan.swift @@ -6,6 +6,8 @@ public struct ContextAssemblyPlan: Hashable, Codable, Sendable, Identifiable { public var schemaVersion: Int public var id: String public var strategy: String + public var tokenBudget: Int + public var plannedTokens: Int public var pinnedPromptTokens: Int public var includedRecentMessageCount: Int public var clippedMessageCount: Int @@ -14,11 +16,27 @@ public struct ContextAssemblyPlan: Hashable, Codable, Sendable, Identifiable { public var reservedCompletionTokens: Int public var truncationReason: String? public var createdAt: Date + public var pinnedSegments: [ContextSegment] + public var liveRecentSegments: [ContextSegment] + public var retrievedSegments: [ContextSegment] + public var summarizedSegments: [ContextSegment] + public var compressedKVPageSegments: [ContextSegment] + public var droppedSegments: [ContextSegment] + public var retrievalPlan: RetrievalContextPlan? + public var clippedMessageIDs: [String] + public var explanation: String + + public var planID: String { + get { id } + set { id = newValue } + } public init( schemaVersion: Int = Self.schemaVersion, id: String = UUID().uuidString, strategy: String, + tokenBudget: Int? = nil, + plannedTokens: Int? = nil, pinnedPromptTokens: Int = 0, includedRecentMessageCount: Int, clippedMessageCount: Int = 0, @@ -26,11 +44,22 @@ public struct ContextAssemblyPlan: Hashable, Codable, Sendable, Identifiable { exactInputTokens: Int, reservedCompletionTokens: Int, truncationReason: String? = nil, - createdAt: Date = Date() + createdAt: Date = Date(), + pinnedSegments: [ContextSegment] = [], + liveRecentSegments: [ContextSegment] = [], + retrievedSegments: [ContextSegment] = [], + summarizedSegments: [ContextSegment] = [], + compressedKVPageSegments: [ContextSegment] = [], + droppedSegments: [ContextSegment] = [], + retrievalPlan: RetrievalContextPlan? = nil, + clippedMessageIDs: [String] = [], + explanation: String = "" ) { self.schemaVersion = schemaVersion self.id = id self.strategy = strategy + self.tokenBudget = max(0, tokenBudget ?? exactInputTokens + reservedCompletionTokens) + self.plannedTokens = max(0, plannedTokens ?? exactInputTokens) self.pinnedPromptTokens = max(0, pinnedPromptTokens) self.includedRecentMessageCount = max(0, includedRecentMessageCount) self.clippedMessageCount = max(0, clippedMessageCount) @@ -39,5 +68,481 @@ public struct ContextAssemblyPlan: Hashable, Codable, Sendable, Identifiable { self.reservedCompletionTokens = max(0, reservedCompletionTokens) self.truncationReason = truncationReason self.createdAt = createdAt + self.pinnedSegments = pinnedSegments + self.liveRecentSegments = liveRecentSegments + self.retrievedSegments = retrievedSegments + self.summarizedSegments = summarizedSegments + self.compressedKVPageSegments = compressedKVPageSegments + self.droppedSegments = droppedSegments + self.retrievalPlan = retrievalPlan + self.clippedMessageIDs = clippedMessageIDs + self.explanation = explanation + } + + public static func minimal( + from summary: ChatContextPackingSummary, + id: String = UUID().uuidString, + exactInputTokens: Int? = nil, + createdAt: Date = Date() + ) -> ContextAssemblyPlan { + ContextAssemblyPlan( + id: id, + strategy: summary.strategy, + tokenBudget: summary.inputBudgetTokens, + plannedTokens: summary.estimatedInputTokens, + includedRecentMessageCount: summary.includedMessageCount, + clippedMessageCount: summary.clippedMessageCount, + droppedMessageCount: summary.droppedMessageCount, + exactInputTokens: exactInputTokens ?? summary.estimatedInputTokens, + reservedCompletionTokens: summary.reservedCompletionTokens, + truncationReason: summary.truncationApplied ? "context_window" : nil, + createdAt: createdAt, + explanation: summary.truncationApplied + ? "MVP 1 context packing metadata recorded existing truncation behavior." + : "MVP 1 context packing metadata recorded without truncation." + ) + } + + private enum CodingKeys: String, CodingKey { + case schemaVersion + case id + case planID + case strategy + case tokenBudget + case plannedTokens + case pinnedPromptTokens + case includedRecentMessageCount + case clippedMessageCount + case droppedMessageCount + case exactInputTokens + case reservedCompletionTokens + case truncationReason + case createdAt + case pinnedSegments + case liveRecentSegments + case retrievedSegments + case summarizedSegments + case compressedKVPageSegments + case droppedSegments + case retrievalPlan + case clippedMessageIDs + case explanation + } + + public init(from decoder: Decoder) throws { + let container = try decoder.container(keyedBy: CodingKeys.self) + let decodedPinnedSegments = try container.decodeIfPresent([ContextSegment].self, forKey: .pinnedSegments) ?? [] + let decodedLiveRecentSegments = try container.decodeIfPresent([ContextSegment].self, forKey: .liveRecentSegments) ?? [] + let decodedRetrievedSegments = try container.decodeIfPresent([ContextSegment].self, forKey: .retrievedSegments) ?? [] + let decodedSummarizedSegments = try container.decodeIfPresent([ContextSegment].self, forKey: .summarizedSegments) ?? [] + let decodedCompressedKVPageSegments = try container.decodeIfPresent([ContextSegment].self, forKey: .compressedKVPageSegments) ?? [] + let decodedDroppedSegments = try container.decodeIfPresent([ContextSegment].self, forKey: .droppedSegments) ?? [] + let decodedExactInputTokens = try container.decodeIfPresent(Int.self, forKey: .exactInputTokens) ?? 0 + let decodedReservedCompletionTokens = try container.decodeIfPresent(Int.self, forKey: .reservedCompletionTokens) ?? 0 + + schemaVersion = try container.decodeIfPresent(Int.self, forKey: .schemaVersion) ?? Self.schemaVersion + id = try container.decodeIfPresent(String.self, forKey: .id) + ?? container.decodeIfPresent(String.self, forKey: .planID) + ?? UUID().uuidString + strategy = try container.decodeIfPresent(String.self, forKey: .strategy) ?? "unknown" + tokenBudget = max( + 0, + try container.decodeIfPresent(Int.self, forKey: .tokenBudget) + ?? decodedExactInputTokens + decodedReservedCompletionTokens + ) + plannedTokens = max( + 0, + try container.decodeIfPresent(Int.self, forKey: .plannedTokens) ?? decodedExactInputTokens + ) + pinnedPromptTokens = max( + 0, + try container.decodeIfPresent(Int.self, forKey: .pinnedPromptTokens) + ?? decodedPinnedSegments.reduce(0) { $0 + $1.estimatedTokens } + ) + includedRecentMessageCount = max( + 0, + try container.decodeIfPresent(Int.self, forKey: .includedRecentMessageCount) + ?? decodedLiveRecentSegments.count + ) + clippedMessageCount = max(0, try container.decodeIfPresent(Int.self, forKey: .clippedMessageCount) ?? 0) + droppedMessageCount = max( + 0, + try container.decodeIfPresent(Int.self, forKey: .droppedMessageCount) ?? decodedDroppedSegments.count + ) + exactInputTokens = max(0, decodedExactInputTokens) + reservedCompletionTokens = max(0, decodedReservedCompletionTokens) + truncationReason = try container.decodeIfPresent(String.self, forKey: .truncationReason) + createdAt = try container.decodeIfPresent(Date.self, forKey: .createdAt) ?? Date(timeIntervalSince1970: 0) + pinnedSegments = decodedPinnedSegments + liveRecentSegments = decodedLiveRecentSegments + retrievedSegments = decodedRetrievedSegments + summarizedSegments = decodedSummarizedSegments + compressedKVPageSegments = decodedCompressedKVPageSegments + droppedSegments = decodedDroppedSegments + retrievalPlan = try container.decodeIfPresent(RetrievalContextPlan.self, forKey: .retrievalPlan) + clippedMessageIDs = try container.decodeIfPresent([String].self, forKey: .clippedMessageIDs) ?? [] + explanation = try container.decodeIfPresent(String.self, forKey: .explanation) + ?? truncationReason + ?? "" + } + + public func encode(to encoder: Encoder) throws { + var container = encoder.container(keyedBy: CodingKeys.self) + try container.encode(schemaVersion, forKey: .schemaVersion) + try container.encode(id, forKey: .id) + try container.encode(id, forKey: .planID) + try container.encode(strategy, forKey: .strategy) + try container.encode(tokenBudget, forKey: .tokenBudget) + try container.encode(plannedTokens, forKey: .plannedTokens) + try container.encode(pinnedPromptTokens, forKey: .pinnedPromptTokens) + try container.encode(includedRecentMessageCount, forKey: .includedRecentMessageCount) + try container.encode(clippedMessageCount, forKey: .clippedMessageCount) + try container.encode(droppedMessageCount, forKey: .droppedMessageCount) + try container.encode(exactInputTokens, forKey: .exactInputTokens) + try container.encode(reservedCompletionTokens, forKey: .reservedCompletionTokens) + try container.encodeIfPresent(truncationReason, forKey: .truncationReason) + try container.encode(createdAt, forKey: .createdAt) + try container.encode(pinnedSegments, forKey: .pinnedSegments) + try container.encode(liveRecentSegments, forKey: .liveRecentSegments) + try container.encode(retrievedSegments, forKey: .retrievedSegments) + try container.encode(summarizedSegments, forKey: .summarizedSegments) + try container.encode(compressedKVPageSegments, forKey: .compressedKVPageSegments) + try container.encode(droppedSegments, forKey: .droppedSegments) + try container.encodeIfPresent(retrievalPlan, forKey: .retrievalPlan) + try container.encode(clippedMessageIDs, forKey: .clippedMessageIDs) + try container.encode(explanation, forKey: .explanation) + } +} + +public enum ContextSegmentSource: String, Hashable, Codable, Sendable, CaseIterable { + case systemPrompt + case chatMessage + case toolSchema + case userPreference + case vaultChunk + case summary + case compressedKVPage + case toolOutput + case activeTask + case unknown +} + +public enum ContextSegmentRole: String, Hashable, Codable, Sendable, CaseIterable { + case systemInstruction + case userPreference + case toolSchema + case recentUserMessage + case recentAssistantMessage + case olderChat + case vaultEvidence + case toolOutput + case summary + case snapshotReference + case activeTask +} + +public enum ContextStorageState: String, Hashable, Codable, Sendable, CaseIterable { + case pinnedPrompt + case liveRecent + case retrievedVault + case summary + case dropped + case compressedKVPage + + public var isSemanticMemory: Bool { + self != .compressedKVPage + } + + public var isKVState: Bool { + self == .compressedKVPage + } + + public var requiresExactPrefixValidation: Bool { + self == .compressedKVPage + } + + public var requiresCloudApprovalWhenCloudRouted: Bool { + self == .retrievedVault + } + + public var canBeDroppedWithReason: Bool { + self != .pinnedPrompt + } + + public var requiresDropReasonWhenDropped: Bool { + self != .pinnedPrompt + } +} + +public enum ContextPrivacyBoundary: String, Hashable, Codable, Sendable, CaseIterable { + case localOnly + case approvedForCloud + case cloudProvider + case publicWeb + case unknown +} + +public struct ContextCitationProvenance: Hashable, Codable, Sendable { + public var citationID: String + public var title: String? + public var uri: String? + public var documentID: UUID? + public var chunkID: UUID? + + public var isUsable: Bool { + !citationID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty + || title?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty == false + || uri?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty == false + || documentID != nil + || chunkID != nil + } + + public init( + citationID: String = "", + title: String? = nil, + uri: String? = nil, + documentID: UUID? = nil, + chunkID: UUID? = nil + ) { + self.citationID = citationID + self.title = title + self.uri = uri + self.documentID = documentID + self.chunkID = chunkID + } +} + +public struct ContextKVPageValidation: Hashable, Codable, Sendable { + public var modelID: String + public var tokenizerID: String + public var profileID: String + public var ropeConfigHash: String + public var prefixHash: String + public var expectedPrefixHash: String + public var prefixTokenCount: Int + public var exactPrefixMatch: Bool + + public var isValid: Bool { + exactPrefixMatch + && prefixTokenCount > 0 + && !modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty + && !tokenizerID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty + && !profileID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty + && !ropeConfigHash.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty + && !prefixHash.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty + && prefixHash == expectedPrefixHash + } + + public init( + modelID: String, + tokenizerID: String, + profileID: String, + ropeConfigHash: String, + prefixHash: String, + expectedPrefixHash: String, + prefixTokenCount: Int, + exactPrefixMatch: Bool + ) { + self.modelID = modelID + self.tokenizerID = tokenizerID + self.profileID = profileID + self.ropeConfigHash = ropeConfigHash + self.prefixHash = prefixHash + self.expectedPrefixHash = expectedPrefixHash + self.prefixTokenCount = max(0, prefixTokenCount) + self.exactPrefixMatch = exactPrefixMatch + } +} + +public struct ContextSegmentProvenance: Hashable, Codable, Sendable { + public var sourceID: String? + public var messageID: UUID? + public var documentID: UUID? + public var chunkID: UUID? + public var summaryID: UUID? + public var snapshotID: String? + public var title: String? + public var sourceURI: String? + public var privacyBoundary: ContextPrivacyBoundary + public var citation: ContextCitationProvenance? + public var kvPageValidation: ContextKVPageValidation? + public var notes: String? + + public var hasSourceReference: Bool { + sourceID?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty == false + || messageID != nil + || documentID != nil + || chunkID != nil + || summaryID != nil + || snapshotID?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty == false + || title?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty == false + || sourceURI?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty == false + } + + public var hasCitationProvenance: Bool { + citation?.isUsable == true + || documentID != nil + || chunkID != nil + || title?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty == false + || sourceURI?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty == false + } + + public init( + sourceID: String? = nil, + messageID: UUID? = nil, + documentID: UUID? = nil, + chunkID: UUID? = nil, + summaryID: UUID? = nil, + snapshotID: String? = nil, + title: String? = nil, + sourceURI: String? = nil, + privacyBoundary: ContextPrivacyBoundary = .localOnly, + citation: ContextCitationProvenance? = nil, + kvPageValidation: ContextKVPageValidation? = nil, + notes: String? = nil + ) { + self.sourceID = sourceID + self.messageID = messageID + self.documentID = documentID + self.chunkID = chunkID + self.summaryID = summaryID + self.snapshotID = snapshotID + self.title = title + self.sourceURI = sourceURI + self.privacyBoundary = privacyBoundary + self.citation = citation + self.kvPageValidation = kvPageValidation + self.notes = notes + } +} + +public struct ContextSegment: Identifiable, Hashable, Codable, Sendable { + public var id: UUID + public var source: ContextSegmentSource + public var role: ContextSegmentRole + public var estimatedTokens: Int + public var exactTokenRange: Range? + public var priority: Double + public var recencyScore: Double + public var retrievalScore: Double? + public var lastAttentionMass: Double? + public var storageState: ContextStorageState + public var canSummarize: Bool + public var canEvictKV: Bool + public var provenance: ContextSegmentProvenance + public var dropReason: String? + + public var validationErrors: [String] { + var errors = [String]() + if storageState == .pinnedPrompt && (canSummarize || canEvictKV) { + errors.append("pinned prompt must not be summarizable or KV-evictable") + } + if storageState == .compressedKVPage && provenance.kvPageValidation?.isValid != true { + errors.append("compressed KV page requires exact-prefix validation") + } + if storageState == .retrievedVault && !provenance.hasCitationProvenance { + errors.append("retrieved vault segment requires source provenance") + } + if storageState == .dropped && dropReason?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty != false { + errors.append("dropped segment requires dropReason") + } + return errors + } + + public init( + id: UUID = UUID(), + source: ContextSegmentSource, + role: ContextSegmentRole, + estimatedTokens: Int, + exactTokenRange: Range? = nil, + priority: Double = 0, + recencyScore: Double = 0, + retrievalScore: Double? = nil, + lastAttentionMass: Double? = nil, + storageState: ContextStorageState, + canSummarize: Bool = true, + canEvictKV: Bool = true, + provenance: ContextSegmentProvenance = ContextSegmentProvenance(), + dropReason: String? = nil + ) { + self.id = id + self.source = source + self.role = role + self.estimatedTokens = max(0, estimatedTokens) + self.exactTokenRange = exactTokenRange + self.priority = Self.finite(priority) + self.recencyScore = Self.finite(recencyScore) + self.retrievalScore = retrievalScore.map(Self.finite) + self.lastAttentionMass = lastAttentionMass.map(Self.finite) + self.storageState = storageState + self.canSummarize = canSummarize + self.canEvictKV = canEvictKV + self.provenance = provenance + self.dropReason = dropReason + } + + private static func finite(_ value: Double) -> Double { + value.isFinite ? value : 0 + } +} + +public struct RetrievalContextPlan: Hashable, Codable, Sendable { + public var selectedVaultChunks: [UUID] + public var liveTokenBudget: Int + public var summaryBudget: Int + public var evidenceBudget: Int + public var pinnedBudget: Int + public var citationBudget: Int + + public init( + selectedVaultChunks: [UUID] = [], + liveTokenBudget: Int, + summaryBudget: Int, + evidenceBudget: Int, + pinnedBudget: Int, + citationBudget: Int + ) { + self.selectedVaultChunks = selectedVaultChunks + self.liveTokenBudget = max(0, liveTokenBudget) + self.summaryBudget = max(0, summaryBudget) + self.evidenceBudget = max(0, evidenceBudget) + self.pinnedBudget = max(0, pinnedBudget) + self.citationBudget = max(0, citationBudget) + } +} + +public enum ContextPlanRoute: String, Hashable, Codable, Sendable, CaseIterable { + case local + case cloud +} + +public struct ContextVaultCloudApproval: Hashable, Codable, Sendable { + public static let none = ContextVaultCloudApproval() + + public var allowsAllVaultContent: Bool + public var approvedDocumentIDs: [UUID] + public var approvedChunkIDs: [UUID] + + public init( + allowsAllVaultContent: Bool = false, + approvedDocumentIDs: [UUID] = [], + approvedChunkIDs: [UUID] = [] + ) { + self.allowsAllVaultContent = allowsAllVaultContent + self.approvedDocumentIDs = approvedDocumentIDs + self.approvedChunkIDs = approvedChunkIDs + } + + public func allows(_ provenance: ContextSegmentProvenance) -> Bool { + if allowsAllVaultContent || provenance.privacyBoundary == .approvedForCloud { + return true + } + if let documentID = provenance.documentID, approvedDocumentIDs.contains(documentID) { + return true + } + if let chunkID = provenance.chunkID, approvedChunkIDs.contains(chunkID) { + return true + } + return false } } diff --git a/Sources/PinesCore/Inference/ContextMemoryPlanner.swift b/Sources/PinesCore/Inference/ContextMemoryPlanner.swift new file mode 100644 index 0000000..bab50b4 --- /dev/null +++ b/Sources/PinesCore/Inference/ContextMemoryPlanner.swift @@ -0,0 +1,442 @@ +import Foundation + +public struct ContextMemoryPlannerRequest: Hashable, Codable, Sendable { + public var tokenBudget: Int + public var reservedCompletionTokens: Int + public var route: ContextPlanRoute + public var vaultCloudApproval: ContextVaultCloudApproval + public var pinnedSegments: [ContextSegment] + public var recentSegments: [ContextSegment] + public var retrievedVaultSegments: [ContextSegment] + public var summarySegments: [ContextSegment] + public var compressedKVPageSegments: [ContextSegment] + public var liveTokenBudget: Int + public var summaryBudget: Int + public var evidenceBudget: Int + public var pinnedBudget: Int + public var citationBudget: Int + public var exactInputTokens: Int? + public var clippedMessageIDs: [String] + public var createdAt: Date + public var strategy: String + public var planSeed: String? + + public init( + tokenBudget: Int, + reservedCompletionTokens: Int = 0, + route: ContextPlanRoute = .local, + vaultCloudApproval: ContextVaultCloudApproval = .none, + pinnedSegments: [ContextSegment] = [], + recentSegments: [ContextSegment] = [], + retrievedVaultSegments: [ContextSegment] = [], + summarySegments: [ContextSegment] = [], + compressedKVPageSegments: [ContextSegment] = [], + liveTokenBudget: Int? = nil, + summaryBudget: Int? = nil, + evidenceBudget: Int? = nil, + pinnedBudget: Int? = nil, + citationBudget: Int = 8, + exactInputTokens: Int? = nil, + clippedMessageIDs: [String] = [], + createdAt: Date = Date(timeIntervalSince1970: 0), + strategy: String = "context-memory-planner-v1", + planSeed: String? = nil + ) { + let normalizedTokenBudget = max(0, tokenBudget) + self.tokenBudget = normalizedTokenBudget + self.reservedCompletionTokens = max(0, reservedCompletionTokens) + self.route = route + self.vaultCloudApproval = vaultCloudApproval + self.pinnedSegments = pinnedSegments + self.recentSegments = recentSegments + self.retrievedVaultSegments = retrievedVaultSegments + self.summarySegments = summarySegments + self.compressedKVPageSegments = compressedKVPageSegments + self.liveTokenBudget = max(0, liveTokenBudget ?? normalizedTokenBudget) + self.summaryBudget = max(0, summaryBudget ?? normalizedTokenBudget / 5) + self.evidenceBudget = max(0, evidenceBudget ?? normalizedTokenBudget / 3) + self.pinnedBudget = max(0, pinnedBudget ?? normalizedTokenBudget) + self.citationBudget = max(0, citationBudget) + self.exactInputTokens = exactInputTokens.map { max(0, $0) } + self.clippedMessageIDs = clippedMessageIDs + self.createdAt = createdAt + self.strategy = strategy + self.planSeed = planSeed + } +} + +public struct ContextMemoryPlanner: Sendable { + public init() {} + + public func plan(_ request: ContextMemoryPlannerRequest) -> ContextAssemblyPlan { + plan(request: request) + } + + public func plan(request: ContextMemoryPlannerRequest) -> ContextAssemblyPlan { + var droppedSegments = [ContextSegment]() + var notes = [String]() + + let pinnedSegments = request.pinnedSegments.map { + normalize($0, storageState: .pinnedPrompt, canSummarize: false, canEvictKV: false) + } + let pinnedTokens = pinnedSegments.reduce(0) { $0 + $1.estimatedTokens } + if pinnedTokens > request.tokenBudget { + notes.append("Pinned prompt exceeds token budget and was retained.") + } + + var apparentTokens = pinnedTokens + var semanticPromptTokens = pinnedTokens + + let compressedKVPageSegments = selectCompressedKVPages( + from: request.compressedKVPageSegments, + request: request, + apparentTokens: &apparentTokens, + droppedSegments: &droppedSegments, + notes: ¬es + ) + + let liveRecentSegments = selectBudgeted( + from: request.recentSegments.map { + normalize($0, storageState: .liveRecent, canSummarize: true, canEvictKV: true) + }, + budget: min(request.liveTokenBudget, remainingTokens(request.tokenBudget, apparentTokens)), + apparentTokens: &apparentTokens, + semanticPromptTokens: &semanticPromptTokens, + droppedSegments: &droppedSegments, + exhaustedReason: "live recent budget exhausted" + ) + + let summarizedSegments = selectSummaries( + from: request.summarySegments, + request: request, + apparentTokens: &apparentTokens, + semanticPromptTokens: &semanticPromptTokens, + droppedSegments: &droppedSegments + ) + + let retrievedSegments = selectRetrievedVault( + from: request.retrievedVaultSegments, + request: request, + apparentTokens: &apparentTokens, + semanticPromptTokens: &semanticPromptTokens, + droppedSegments: &droppedSegments, + notes: ¬es + ) + + let selectedVaultChunks = retrievedSegments.compactMap { segment in + segment.provenance.chunkID + } + let explanation = Self.explanation(notes: notes, droppedCount: droppedSegments.count) + let planID = request.planSeed ?? Self.stablePlanID( + request: request, + pinnedSegments: pinnedSegments, + liveRecentSegments: liveRecentSegments, + retrievedSegments: retrievedSegments, + summarizedSegments: summarizedSegments, + compressedKVPageSegments: compressedKVPageSegments, + droppedSegments: droppedSegments + ) + + return ContextAssemblyPlan( + id: planID, + strategy: request.strategy, + tokenBudget: request.tokenBudget, + plannedTokens: apparentTokens, + pinnedPromptTokens: pinnedTokens, + includedRecentMessageCount: liveRecentSegments.count, + clippedMessageCount: request.clippedMessageIDs.count, + droppedMessageCount: droppedSegments.count, + exactInputTokens: request.exactInputTokens ?? semanticPromptTokens, + reservedCompletionTokens: request.reservedCompletionTokens, + truncationReason: droppedSegments.isEmpty ? nil : "context_memory_budget", + createdAt: request.createdAt, + pinnedSegments: pinnedSegments, + liveRecentSegments: liveRecentSegments, + retrievedSegments: retrievedSegments, + summarizedSegments: summarizedSegments, + compressedKVPageSegments: compressedKVPageSegments, + droppedSegments: droppedSegments, + retrievalPlan: RetrievalContextPlan( + selectedVaultChunks: selectedVaultChunks, + liveTokenBudget: request.liveTokenBudget, + summaryBudget: request.summaryBudget, + evidenceBudget: request.evidenceBudget, + pinnedBudget: request.pinnedBudget, + citationBudget: request.citationBudget + ), + clippedMessageIDs: request.clippedMessageIDs, + explanation: explanation + ) + } + + private func selectCompressedKVPages( + from segments: [ContextSegment], + request: ContextMemoryPlannerRequest, + apparentTokens: inout Int, + droppedSegments: inout [ContextSegment], + notes: inout [String] + ) -> [ContextSegment] { + var selected = [ContextSegment]() + for segment in Self.sorted(segments.map({ + normalize($0, storageState: .compressedKVPage, canSummarize: false, canEvictKV: true) + })) { + guard segment.provenance.kvPageValidation?.isValid == true else { + droppedSegments.append(drop(segment, reason: "compressed KV page requires exact-prefix validity")) + notes.append("Invalid compressed KV pages were dropped; semantic retrieval cannot restore KV state.") + continue + } + let remaining = remainingTokens(request.tokenBudget, apparentTokens) + guard segment.estimatedTokens <= remaining else { + droppedSegments.append(drop(segment, reason: "compressed KV page budget exhausted")) + continue + } + selected.append(segment) + apparentTokens += segment.estimatedTokens + } + return selected + } + + private func selectBudgeted( + from segments: [ContextSegment], + budget: Int, + apparentTokens: inout Int, + semanticPromptTokens: inout Int, + droppedSegments: inout [ContextSegment], + exhaustedReason: String + ) -> [ContextSegment] { + var selected = [ContextSegment]() + var categoryBudget = max(0, budget) + for segment in Self.sorted(segments) { + guard segment.estimatedTokens <= categoryBudget else { + droppedSegments.append(drop(segment, reason: exhaustedReason)) + continue + } + selected.append(segment) + categoryBudget -= segment.estimatedTokens + apparentTokens += segment.estimatedTokens + semanticPromptTokens += segment.estimatedTokens + } + return selected + } + + private func selectSummaries( + from segments: [ContextSegment], + request: ContextMemoryPlannerRequest, + apparentTokens: inout Int, + semanticPromptTokens: inout Int, + droppedSegments: inout [ContextSegment] + ) -> [ContextSegment] { + var selected = [ContextSegment]() + var categoryBudget = min(request.summaryBudget, remainingTokens(request.tokenBudget, apparentTokens)) + for segment in Self.sorted(segments.map({ + normalize($0, storageState: .summary, canSummarize: false, canEvictKV: false) + })) { + guard segment.provenance.hasSourceReference else { + droppedSegments.append(drop(segment, reason: "summary segment missing provenance")) + continue + } + guard segment.estimatedTokens <= categoryBudget else { + droppedSegments.append(drop(segment, reason: "summary budget exhausted")) + continue + } + selected.append(segment) + categoryBudget -= segment.estimatedTokens + apparentTokens += segment.estimatedTokens + semanticPromptTokens += segment.estimatedTokens + } + return selected + } + + private func selectRetrievedVault( + from segments: [ContextSegment], + request: ContextMemoryPlannerRequest, + apparentTokens: inout Int, + semanticPromptTokens: inout Int, + droppedSegments: inout [ContextSegment], + notes: inout [String] + ) -> [ContextSegment] { + var selected = [ContextSegment]() + var categoryBudget = min(request.evidenceBudget, remainingTokens(request.tokenBudget, apparentTokens)) + var citationBudget = request.citationBudget + + for original in Self.sorted(segments) { + if original.storageState == .compressedKVPage || original.source == .compressedKVPage { + let normalized = normalize(original, storageState: .compressedKVPage, canSummarize: false, canEvictKV: true) + droppedSegments.append(drop(normalized, reason: "compressed KV page is not semantic retrieval content")) + notes.append("Compressed KV pages remained distinct from semantic retrieval.") + continue + } + + let segment = normalize(original, storageState: .retrievedVault, canSummarize: true, canEvictKV: false) + if request.route == ContextPlanRoute.cloud && !request.vaultCloudApproval.allows(segment.provenance) { + droppedSegments.append(drop(segment, reason: "vault content requires cloud approval")) + notes.append("Cloud route excluded unapproved vault content.") + continue + } + guard segment.provenance.hasCitationProvenance else { + droppedSegments.append(drop(segment, reason: "retrieved vault segment missing source provenance")) + continue + } + guard citationBudget > 0 else { + droppedSegments.append(drop(segment, reason: "citation budget exhausted")) + continue + } + guard segment.estimatedTokens <= categoryBudget else { + droppedSegments.append(drop(segment, reason: "retrieval budget exhausted")) + continue + } + selected.append(segment) + citationBudget -= 1 + categoryBudget -= segment.estimatedTokens + apparentTokens += segment.estimatedTokens + semanticPromptTokens += segment.estimatedTokens + } + return selected + } + + private func normalize( + _ segment: ContextSegment, + storageState: ContextStorageState, + canSummarize: Bool, + canEvictKV: Bool + ) -> ContextSegment { + var normalized = segment + normalized.storageState = storageState + normalized.canSummarize = canSummarize + normalized.canEvictKV = canEvictKV + normalized.dropReason = nil + return normalized + } + + private func drop(_ segment: ContextSegment, reason: String) -> ContextSegment { + var dropped = segment + dropped.storageState = .dropped + dropped.dropReason = reason + return dropped + } + + private func remainingTokens(_ tokenBudget: Int, _ usedTokens: Int) -> Int { + max(0, tokenBudget - usedTokens) + } + + private static func sorted(_ segments: [ContextSegment]) -> [ContextSegment] { + segments.sorted { lhs, rhs in + let lhsScore = score(lhs) + let rhsScore = score(rhs) + if lhsScore != rhsScore { + return lhsScore > rhsScore + } + if lhs.estimatedTokens != rhs.estimatedTokens { + return lhs.estimatedTokens < rhs.estimatedTokens + } + return lhs.id.uuidString < rhs.id.uuidString + } + } + + private static func score(_ segment: ContextSegment) -> Double { + roleWeight(segment.role) + + segment.priority + + segment.recencyScore * 0.25 + + (segment.retrievalScore ?? 0) * 0.35 + + storageWeight(segment.storageState) + - Double(segment.estimatedTokens) * 0.0001 + } + + private static func roleWeight(_ role: ContextSegmentRole) -> Double { + switch role { + case .systemInstruction: + return 100 + case .userPreference, .toolSchema, .activeTask: + return 80 + case .recentUserMessage: + return 60 + case .recentAssistantMessage: + return 55 + case .toolOutput: + return 45 + case .vaultEvidence: + return 40 + case .summary: + return 35 + case .olderChat: + return 20 + case .snapshotReference: + return 10 + } + } + + private static func storageWeight(_ storageState: ContextStorageState) -> Double { + switch storageState { + case .pinnedPrompt: + return 1_000 + case .liveRecent: + return 100 + case .retrievedVault: + return 80 + case .summary: + return 60 + case .compressedKVPage: + return 40 + case .dropped: + return 0 + } + } + + private static func explanation(notes: [String], droppedCount: Int) -> String { + var uniqueNotes = [String]() + var seen = Set() + for note in notes where seen.insert(note).inserted { + uniqueNotes.append(note) + } + if droppedCount > 0 { + uniqueNotes.append("\(droppedCount) segment(s) dropped by storage, privacy, or budget rules.") + } + if uniqueNotes.isEmpty { + return "Context assembled within budget." + } + return uniqueNotes.joined(separator: " ") + } + + private static func stablePlanID( + request: ContextMemoryPlannerRequest, + pinnedSegments: [ContextSegment], + liveRecentSegments: [ContextSegment], + retrievedSegments: [ContextSegment], + summarizedSegments: [ContextSegment], + compressedKVPageSegments: [ContextSegment], + droppedSegments: [ContextSegment] + ) -> String { + var parts: [String] = [] + parts.append(request.strategy) + parts.append(String(request.tokenBudget)) + parts.append(String(request.reservedCompletionTokens)) + parts.append(request.route.rawValue) + parts.append(String(request.liveTokenBudget)) + parts.append(String(request.summaryBudget)) + parts.append(String(request.evidenceBudget)) + parts.append(String(request.pinnedBudget)) + parts.append(String(request.citationBudget)) + + for segment in pinnedSegments + + liveRecentSegments + + retrievedSegments + + summarizedSegments + + compressedKVPageSegments + + droppedSegments { + parts.append(segment.id.uuidString) + parts.append(segment.storageState.rawValue) + parts.append(String(segment.estimatedTokens)) + parts.append(segment.dropReason ?? "") + } + return "context-plan-\(stableHexDigest(parts.joined(separator: "|")))" + } + + private static func stableHexDigest(_ text: String) -> String { + var hash: UInt64 = 0xcbf29ce484222325 + for byte in text.utf8 { + hash ^= UInt64(byte) + hash &*= 0x100000001b3 + } + return String(format: "%016llx", hash) + } +} diff --git a/Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift b/Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift new file mode 100644 index 0000000..2d58cfd --- /dev/null +++ b/Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift @@ -0,0 +1,1323 @@ +import CryptoKit +import Foundation + +public struct TurboQuantKVSnapshotIdentity: Hashable, Codable, Sendable { + public var modelID: String + public var modelRevision: String? + public var tokenizerHash: String + public var profileHash: String + public var ropeConfigHash: String + public var tokenPrefixHash: String + public var fallbackContractHash: String? + public var turboQuantLayoutVersion: Int + public var logicalLength: Int + public var pinnedPrefixLength: Int + + public init( + modelID: String, + modelRevision: String? = nil, + tokenizerHash: String, + profileHash: String, + ropeConfigHash: String, + tokenPrefixHash: String, + fallbackContractHash: String? = nil, + turboQuantLayoutVersion: Int = 4, + logicalLength: Int = 0, + pinnedPrefixLength: Int = 0 + ) { + self.modelID = modelID + self.modelRevision = modelRevision + self.tokenizerHash = tokenizerHash + self.profileHash = profileHash + self.ropeConfigHash = ropeConfigHash + self.tokenPrefixHash = tokenPrefixHash + self.fallbackContractHash = fallbackContractHash + self.turboQuantLayoutVersion = turboQuantLayoutVersion + self.logicalLength = logicalLength + self.pinnedPrefixLength = pinnedPrefixLength + } + + public func validateMatches(_ expected: Self) throws { + guard modelID == expected.modelID else { + throw TurboQuantKVSnapshotValidationFailure.modelIDMismatch(expected: expected.modelID, actual: modelID) + } + guard modelRevision == expected.modelRevision else { + throw TurboQuantKVSnapshotValidationFailure.modelRevisionMismatch(expected: expected.modelRevision, actual: modelRevision) + } + guard tokenizerHash == expected.tokenizerHash else { + throw TurboQuantKVSnapshotValidationFailure.tokenizerHashMismatch(expected: expected.tokenizerHash, actual: tokenizerHash) + } + guard profileHash == expected.profileHash else { + throw TurboQuantKVSnapshotValidationFailure.profileHashMismatch(expected: expected.profileHash, actual: profileHash) + } + guard turboQuantLayoutVersion == expected.turboQuantLayoutVersion else { + throw TurboQuantKVSnapshotValidationFailure.layoutVersionMismatch( + expected: expected.turboQuantLayoutVersion, + actual: turboQuantLayoutVersion + ) + } + guard ropeConfigHash == expected.ropeConfigHash else { + throw TurboQuantKVSnapshotValidationFailure.ropeConfigHashMismatch(expected: expected.ropeConfigHash, actual: ropeConfigHash) + } + guard tokenPrefixHash == expected.tokenPrefixHash else { + throw TurboQuantKVSnapshotValidationFailure.tokenPrefixHashMismatch(expected: expected.tokenPrefixHash, actual: tokenPrefixHash) + } + guard fallbackContractHash == expected.fallbackContractHash else { + throw TurboQuantKVSnapshotValidationFailure.fallbackContractHashMismatch( + expected: expected.fallbackContractHash, + actual: fallbackContractHash + ) + } + guard logicalLength == expected.logicalLength else { + throw TurboQuantKVSnapshotValidationFailure.logicalLengthMismatch(expected: expected.logicalLength, actual: logicalLength) + } + guard pinnedPrefixLength == expected.pinnedPrefixLength else { + throw TurboQuantKVSnapshotValidationFailure.pinnedPrefixLengthMismatch( + expected: expected.pinnedPrefixLength, + actual: pinnedPrefixLength + ) + } + } +} + +public struct TurboQuantKVSnapshotManifest: Hashable, Codable, Sendable, Identifiable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var snapshotID: UUID + public var conversationID: UUID + public var modelID: String + public var modelRevision: String? + public var tokenizerHash: String + public var profileHash: String + public var turboQuantLayoutVersion: Int + public var ropeConfigHash: String + public var tokenPrefixHash: String + public var fallbackContractHash: String? + public var logicalLength: Int + public var pinnedPrefixLength: Int + public var compressedKeyBytes: Int64 + public var compressedValueBytes: Int64 + public var blobByteCount: Int64 + public var encryptionKeyID: String + public var createdAt: Date + + public var id: UUID { snapshotID } + + public var identity: TurboQuantKVSnapshotIdentity { + TurboQuantKVSnapshotIdentity( + modelID: modelID, + modelRevision: modelRevision, + tokenizerHash: tokenizerHash, + profileHash: profileHash, + ropeConfigHash: ropeConfigHash, + tokenPrefixHash: tokenPrefixHash, + fallbackContractHash: fallbackContractHash, + turboQuantLayoutVersion: turboQuantLayoutVersion, + logicalLength: logicalLength, + pinnedPrefixLength: pinnedPrefixLength + ) + } + + public init( + schemaVersion: Int = Self.schemaVersion, + snapshotID: UUID = UUID(), + conversationID: UUID, + identity: TurboQuantKVSnapshotIdentity, + turboQuantLayoutVersion: Int, + logicalLength: Int, + pinnedPrefixLength: Int, + compressedKeyBytes: Int64, + compressedValueBytes: Int64, + blobByteCount: Int64, + encryptionKeyID: String, + createdAt: Date = Date() + ) { + self.init( + schemaVersion: schemaVersion, + snapshotID: snapshotID, + conversationID: conversationID, + modelID: identity.modelID, + modelRevision: identity.modelRevision, + tokenizerHash: identity.tokenizerHash, + profileHash: identity.profileHash, + turboQuantLayoutVersion: turboQuantLayoutVersion, + ropeConfigHash: identity.ropeConfigHash, + tokenPrefixHash: identity.tokenPrefixHash, + fallbackContractHash: identity.fallbackContractHash, + logicalLength: logicalLength, + pinnedPrefixLength: pinnedPrefixLength, + compressedKeyBytes: compressedKeyBytes, + compressedValueBytes: compressedValueBytes, + blobByteCount: blobByteCount, + encryptionKeyID: encryptionKeyID, + createdAt: createdAt + ) + } + + public init( + schemaVersion: Int = Self.schemaVersion, + snapshotID: UUID = UUID(), + conversationID: UUID, + modelID: String, + modelRevision: String? = nil, + tokenizerHash: String, + profileHash: String, + turboQuantLayoutVersion: Int, + ropeConfigHash: String, + tokenPrefixHash: String, + fallbackContractHash: String? = nil, + logicalLength: Int, + pinnedPrefixLength: Int, + compressedKeyBytes: Int64, + compressedValueBytes: Int64, + blobByteCount: Int64, + encryptionKeyID: String, + createdAt: Date = Date() + ) { + self.schemaVersion = schemaVersion + self.snapshotID = snapshotID + self.conversationID = conversationID + self.modelID = modelID + self.modelRevision = modelRevision + self.tokenizerHash = tokenizerHash + self.profileHash = profileHash + self.turboQuantLayoutVersion = turboQuantLayoutVersion + self.ropeConfigHash = ropeConfigHash + self.tokenPrefixHash = tokenPrefixHash + self.fallbackContractHash = fallbackContractHash + self.logicalLength = logicalLength + self.pinnedPrefixLength = pinnedPrefixLength + self.compressedKeyBytes = compressedKeyBytes + self.compressedValueBytes = compressedValueBytes + self.blobByteCount = blobByteCount + self.encryptionKeyID = encryptionKeyID + self.createdAt = createdAt + } + + public func validationErrors(expectedIdentity: TurboQuantKVSnapshotIdentity? = nil) -> [String] { + var errors: [String] = [] + if schemaVersion != Self.schemaVersion { + errors.append("unsupported snapshot schema \(schemaVersion)") + } + if turboQuantLayoutVersion <= 0 { + errors.append("unsupported TurboQuant layout \(turboQuantLayoutVersion)") + } + if logicalLength < 0 { + errors.append("logicalLength must be non-negative") + } + if pinnedPrefixLength < 0 || pinnedPrefixLength > logicalLength { + errors.append("pinnedPrefixLength must be between 0 and logicalLength") + } + if compressedKeyBytes <= 0 || compressedValueBytes <= 0 || blobByteCount <= 0 { + errors.append("snapshot byte counts must be positive") + } + if modelID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { + errors.append("modelID is required") + } + if tokenizerHash.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { + errors.append("tokenizerHash is required") + } + if profileHash.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { + errors.append("profileHash is required") + } + if ropeConfigHash.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { + errors.append("ropeConfigHash is required") + } + if tokenPrefixHash.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { + errors.append("tokenPrefixHash is required") + } + if encryptionKeyID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { + errors.append("encryptionKeyID is required") + } + if let expectedIdentity { + if modelID != expectedIdentity.modelID { errors.append("modelID mismatch") } + if modelRevision != expectedIdentity.modelRevision { errors.append("modelRevision mismatch") } + if tokenizerHash != expectedIdentity.tokenizerHash { errors.append("tokenizerHash mismatch") } + if profileHash != expectedIdentity.profileHash { errors.append("profileHash mismatch") } + if turboQuantLayoutVersion != expectedIdentity.turboQuantLayoutVersion { errors.append("turboQuantLayoutVersion mismatch") } + if ropeConfigHash != expectedIdentity.ropeConfigHash { errors.append("ropeConfigHash mismatch") } + if tokenPrefixHash != expectedIdentity.tokenPrefixHash { errors.append("tokenPrefixHash mismatch") } + if fallbackContractHash != expectedIdentity.fallbackContractHash { errors.append("fallbackContractHash mismatch") } + if logicalLength != expectedIdentity.logicalLength { errors.append("logicalLength mismatch") } + if pinnedPrefixLength != expectedIdentity.pinnedPrefixLength { errors.append("pinnedPrefixLength mismatch") } + } + return errors + } + + public func validateForStorage(policy: SnapshotSecurityPolicy = .deviceDefault()) throws { + try validateSchema() + try policy.validateForLocalSnapshotStore() + if let error = validationErrors().first { + throw TurboQuantKVSnapshotValidationFailure.securityPolicyRejected(error) + } + } + + public func validateForRestore( + expectedIdentity: TurboQuantKVSnapshotIdentity, + policy: SnapshotSecurityPolicy = .deviceDefault(), + restoreGate: TurboQuantKVSnapshotRestoreGate = .pendingCompatibilityPair + ) throws { + try validateForStorage(policy: policy) + guard restoreGate.restoreEnabled else { + throw TurboQuantKVSnapshotValidationFailure.restoreDisabled(restoreGate.reason) + } + try identity.validateMatches(expectedIdentity) + } + + public func validateSchema() throws { + guard schemaVersion == Self.schemaVersion, + schemaVersion == TurboQuantSchemaRegistry.kvSnapshotManifest.version + else { + throw TurboQuantKVSnapshotValidationFailure.unsupportedSchema( + name: TurboQuantSchemaName.kvSnapshotManifest.rawValue, + version: schemaVersion + ) + } + } +} + +public struct SnapshotSecurityPolicy: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + public static let keychainLocalKeySource = "keychain-backed-local-key" + public static let evictionPolicyV1 = "quarantine-invalid-oldest-lru-largest" + + public var schemaVersion: Int + public var encryptedAtRest: Bool + public var keySource: String + public var cloudSyncAllowed: Bool + public var atomicWriteRequired: Bool + public var partialWriteQuarantine: Bool + public var quotaBytes: Int64 + public var evictionPolicy: String + public var deleteOnModelDeletion: Bool + public var deleteOnDataErasure: Bool + + public var isLocalOnlyByDefault: Bool { + encryptedAtRest && !cloudSyncAllowed + } + + public init( + schemaVersion: Int = Self.schemaVersion, + encryptedAtRest: Bool = true, + keySource: String = Self.keychainLocalKeySource, + cloudSyncAllowed: Bool = false, + atomicWriteRequired: Bool = true, + partialWriteQuarantine: Bool = true, + quotaBytes: Int64 = Self.defaultQuotaBytes(for: nil), + evictionPolicy: String = Self.evictionPolicyV1, + deleteOnModelDeletion: Bool = true, + deleteOnDataErasure: Bool = true + ) { + self.schemaVersion = schemaVersion + self.encryptedAtRest = encryptedAtRest + self.keySource = keySource + self.cloudSyncAllowed = cloudSyncAllowed + self.atomicWriteRequired = atomicWriteRequired + self.partialWriteQuarantine = partialWriteQuarantine + self.quotaBytes = quotaBytes + self.evictionPolicy = evictionPolicy + self.deleteOnModelDeletion = deleteOnModelDeletion + self.deleteOnDataErasure = deleteOnDataErasure + } + + public static let localDefault = SnapshotSecurityPolicy() + + public static func deviceDefault(deviceClass: DevicePerformanceClass? = nil) -> Self { + Self(quotaBytes: defaultQuotaBytes(for: deviceClass)) + } + + public static func defaultQuotaBytes(for deviceClass: DevicePerformanceClass?) -> Int64 { + switch deviceClass { + case .a16Compact: + 256 * 1_024 * 1_024 + case .a17Pro, .a18Standard, .a18Pro, .a19Standard: + 512 * 1_024 * 1_024 + case .a19ProThin, .a19ProSustained, .mSeriesTabletBalanced: + 1_024 * 1_024 * 1_024 + case .mSeriesTabletPro, .mSeriesTabletMax, .futureVerified: + 2 * 1_024 * 1_024 * 1_024 + case nil: + 512 * 1_024 * 1_024 + } + } + + public var validationErrors: [String] { + var errors: [String] = [] + if schemaVersion != Self.schemaVersion { + errors.append("unsupported snapshot security policy schema \(schemaVersion)") + } + if !encryptedAtRest { + errors.append("snapshots must be encrypted at rest") + } + if keySource != Self.keychainLocalKeySource { + errors.append("snapshots must use a Keychain-backed local key") + } + if cloudSyncAllowed { + errors.append("snapshots must be excluded from cloud sync") + } + if !atomicWriteRequired { + errors.append("atomic snapshot writes are required") + } + if !partialWriteQuarantine { + errors.append("partial snapshot writes must quarantine") + } + if quotaBytes <= 0 { + errors.append("snapshot quota must be positive") + } + if evictionPolicy != Self.evictionPolicyV1 { + errors.append("unsupported snapshot eviction policy") + } + if !deleteOnModelDeletion { + errors.append("snapshots must delete on model deletion") + } + if !deleteOnDataErasure { + errors.append("snapshots must delete on user data erasure") + } + return errors + } + + public func validateForLocalSnapshotStore() throws { + guard schemaVersion == Self.schemaVersion, + schemaVersion == TurboQuantSchemaRegistry.snapshotSecurityPolicy.version + else { + throw TurboQuantKVSnapshotValidationFailure.unsupportedSchema( + name: TurboQuantSchemaName.snapshotSecurityPolicy.rawValue, + version: schemaVersion + ) + } + if let error = validationErrors.first { + throw TurboQuantKVSnapshotValidationFailure.securityPolicyRejected(error) + } + } +} + +public struct TurboQuantKVSnapshotRestoreGate: Hashable, Codable, Sendable { + public var restoreEnabled: Bool + public var reason: String + + public init(restoreEnabled: Bool, reason: String) { + self.restoreEnabled = restoreEnabled + self.reason = reason + } + + public static let pendingCompatibilityPair = Self( + restoreEnabled: false, + reason: "compatibility-pair pending" + ) + + public static func enabled(reason: String = "compatibility-pair validated") -> Self { + Self(restoreEnabled: true, reason: reason) + } +} + +public enum TurboQuantKVSnapshotState: String, Hashable, Codable, Sendable, CaseIterable { + case active + case stale + case invalidated + case quarantined + case deleted + + var evictionRank: Int { + switch self { + case .quarantined: + 0 + case .invalidated: + 1 + case .stale: + 2 + case .active: + 3 + case .deleted: + 4 + } + } +} + +public enum TurboQuantKVSnapshotRestoreOutcome: String, Hashable, Codable, Sendable, CaseIterable { + case restored + case rejected + case quarantined + case rePrefillRequired +} + +public enum TurboQuantKVSnapshotRestoreResult: String, Hashable, Codable, Sendable, CaseIterable { + case accepted + case missing + case rejected + case quarantined + case disabled +} + +public struct TurboQuantKVSnapshotRecord: Hashable, Codable, Sendable, Identifiable { + public var id: UUID { manifest.snapshotID } + public var manifest: TurboQuantKVSnapshotManifest + public var encryptedBlob: Data + public var state: TurboQuantKVSnapshotState + public var lastUsedAt: Date? + + public init( + manifest: TurboQuantKVSnapshotManifest, + encryptedBlob: Data, + state: TurboQuantKVSnapshotState = .active, + lastUsedAt: Date? = nil + ) { + self.manifest = manifest + self.encryptedBlob = encryptedBlob + self.state = state + self.lastUsedAt = lastUsedAt + } +} + +public struct TurboQuantKVSnapshotBlob: Hashable, Codable, Sendable { + public static let sqlCipherStorageLocation = "sqlcipher-local" + + public var snapshotID: UUID + public var encryptedByteCount: Int64 + public var integrityChecksum: String + public var encryptionKeyID: String + public var storageLocation: String + public var relativePath: String? + public var cloudSyncAllowed: Bool + public var excludedFromBackup: Bool + public var createdAt: Date + public var lastVerifiedAt: Date? + + public init( + snapshotID: UUID, + encryptedByteCount: Int64, + integrityChecksum: String, + encryptionKeyID: String, + storageLocation: String = Self.sqlCipherStorageLocation, + relativePath: String? = nil, + cloudSyncAllowed: Bool = false, + excludedFromBackup: Bool = true, + createdAt: Date = Date(), + lastVerifiedAt: Date? = nil + ) { + self.snapshotID = snapshotID + self.encryptedByteCount = encryptedByteCount + self.integrityChecksum = integrityChecksum + self.encryptionKeyID = encryptionKeyID + self.storageLocation = storageLocation + self.relativePath = relativePath + self.cloudSyncAllowed = cloudSyncAllowed + self.excludedFromBackup = excludedFromBackup + self.createdAt = createdAt + self.lastVerifiedAt = lastVerifiedAt + } + + public static func checksum(for data: Data) -> String { + SHA256.hash(data: data).map { String(format: "%02x", $0) }.joined() + } + + public func validate(encryptedBytes: Data, manifest: TurboQuantKVSnapshotManifest) throws { + guard encryptionKeyID == manifest.encryptionKeyID else { + throw TurboQuantKVSnapshotValidationFailure.securityPolicyRejected("blob key ID does not match manifest key ID") + } + guard Int64(encryptedBytes.count) == manifest.blobByteCount, + encryptedByteCount == manifest.blobByteCount + else { + throw TurboQuantKVSnapshotValidationFailure.blobByteCountMismatch( + expected: manifest.blobByteCount, + actual: Int64(encryptedBytes.count) + ) + } + guard integrityChecksum == Self.checksum(for: encryptedBytes) else { + throw TurboQuantKVSnapshotValidationFailure.checksumMismatch(snapshotID: snapshotID) + } + guard !cloudSyncAllowed, excludedFromBackup else { + throw TurboQuantKVSnapshotValidationFailure.securityPolicyRejected("snapshot blob must remain local-only and backup-excluded") + } + } +} + +public struct TurboQuantKVSnapshotReference: Hashable, Codable, Sendable, Identifiable { + public var id: UUID + public var conversationID: UUID + public var snapshotID: UUID + public var pinned: Bool + public var state: TurboQuantKVSnapshotState + public var createdAt: Date + public var lastUsedAt: Date? + + public init( + id: UUID = UUID(), + conversationID: UUID, + snapshotID: UUID, + pinned: Bool = false, + state: TurboQuantKVSnapshotState = .active, + createdAt: Date = Date(), + lastUsedAt: Date? = nil + ) { + self.id = id + self.conversationID = conversationID + self.snapshotID = snapshotID + self.pinned = pinned + self.state = state + self.createdAt = createdAt + self.lastUsedAt = lastUsedAt + } +} + +public struct TurboQuantKVSnapshotRestoreAttempt: Hashable, Codable, Sendable, Identifiable { + public static let schemaVersion = 1 + + public var id: UUID + public var schemaVersion: Int + public var snapshotID: UUID? + public var conversationID: UUID + public var attemptedAt: Date + public var result: TurboQuantKVSnapshotRestoreResult + public var failureReason: String? + public var expectedIdentity: TurboQuantKVSnapshotIdentity? + + public var outcome: TurboQuantKVSnapshotRestoreOutcome { + switch result { + case .accepted: + .restored + case .quarantined: + .quarantined + case .missing: + .rePrefillRequired + case .rejected, .disabled: + .rejected + } + } + + public var reason: String? { failureReason } + + public init( + id: UUID = UUID(), + schemaVersion: Int = Self.schemaVersion, + snapshotID: UUID? = nil, + conversationID: UUID, + attemptedAt: Date = Date(), + result: TurboQuantKVSnapshotRestoreResult, + failureReason: String? = nil, + expectedIdentity: TurboQuantKVSnapshotIdentity? = nil + ) { + self.id = id + self.schemaVersion = schemaVersion + self.snapshotID = snapshotID + self.conversationID = conversationID + self.attemptedAt = attemptedAt + self.result = result + self.failureReason = failureReason + self.expectedIdentity = expectedIdentity + } + + public init( + id: UUID = UUID(), + snapshotID: UUID?, + conversationID: UUID, + attemptedAt: Date = Date(), + outcome: TurboQuantKVSnapshotRestoreOutcome, + reason: String? = nil + ) { + self.init( + id: id, + snapshotID: snapshotID, + conversationID: conversationID, + attemptedAt: attemptedAt, + result: Self.result(for: outcome), + failureReason: reason + ) + } + + private static func result(for outcome: TurboQuantKVSnapshotRestoreOutcome) -> TurboQuantKVSnapshotRestoreResult { + switch outcome { + case .restored: + .accepted + case .rejected: + .rejected + case .quarantined: + .quarantined + case .rePrefillRequired: + .missing + } + } +} + +public enum TurboQuantKVSnapshotQuarantineStage: String, Hashable, Codable, Sendable, CaseIterable { + case write + case restore + case integrity + case quota + case deletion +} + +public struct TurboQuantKVSnapshotQuarantine: Hashable, Codable, Sendable, Identifiable { + public static let schemaVersion = 1 + + public var id: UUID + public var schemaVersion: Int + public var snapshotID: UUID? + public var conversationID: UUID? + public var stage: TurboQuantKVSnapshotQuarantineStage + public var reason: String + public var blobByteCount: Int64 + public var quarantinedAt: Date + public var resolvedAt: Date? + + public init( + id: UUID = UUID(), + schemaVersion: Int = Self.schemaVersion, + snapshotID: UUID? = nil, + conversationID: UUID? = nil, + stage: TurboQuantKVSnapshotQuarantineStage, + reason: String, + blobByteCount: Int64 = 0, + quarantinedAt: Date = Date(), + resolvedAt: Date? = nil + ) { + self.id = id + self.schemaVersion = schemaVersion + self.snapshotID = snapshotID + self.conversationID = conversationID + self.stage = stage + self.reason = reason + self.blobByteCount = max(0, blobByteCount) + self.quarantinedAt = quarantinedAt + self.resolvedAt = resolvedAt + } + + public init( + id: UUID = UUID(), + snapshotID: UUID, + quarantinedAt: Date = Date(), + reason: String + ) { + self.init( + id: id, + snapshotID: snapshotID, + stage: .restore, + reason: reason, + quarantinedAt: quarantinedAt + ) + } +} + +public struct TurboQuantKVSnapshotWriteRequest: Hashable, Sendable { + public var manifest: TurboQuantKVSnapshotManifest + public var encryptedBlob: Data + public var writeCompletedAtomically: Bool + public var pinned: Bool + public var createdAt: Date + + public init( + manifest: TurboQuantKVSnapshotManifest, + encryptedBlob: Data, + writeCompletedAtomically: Bool = true, + pinned: Bool = false, + createdAt: Date = Date() + ) { + self.manifest = manifest + self.encryptedBlob = encryptedBlob + self.writeCompletedAtomically = writeCompletedAtomically + self.pinned = pinned + self.createdAt = createdAt + } +} + +public enum TurboQuantKVSnapshotWriteDisposition: String, Hashable, Codable, Sendable, CaseIterable { + case committed + case quarantined +} + +public struct TurboQuantKVSnapshotWriteOutcome: Hashable, Sendable { + public var disposition: TurboQuantKVSnapshotWriteDisposition + public var manifest: TurboQuantKVSnapshotManifest + public var blob: TurboQuantKVSnapshotBlob? + public var quarantine: TurboQuantKVSnapshotQuarantine? + public var evictedSnapshotIDs: [UUID] + + public init( + disposition: TurboQuantKVSnapshotWriteDisposition, + manifest: TurboQuantKVSnapshotManifest, + blob: TurboQuantKVSnapshotBlob? = nil, + quarantine: TurboQuantKVSnapshotQuarantine? = nil, + evictedSnapshotIDs: [UUID] = [] + ) { + self.disposition = disposition + self.manifest = manifest + self.blob = blob + self.quarantine = quarantine + self.evictedSnapshotIDs = evictedSnapshotIDs + } +} + +public enum TurboQuantKVSnapshotRestoreDecision: Hashable, Sendable { + case accepted(TurboQuantKVSnapshotManifest) + case missing + case rejected(TurboQuantKVSnapshotValidationFailure) + case quarantined(TurboQuantKVSnapshotQuarantine) +} + +public protocol TurboQuantKVSnapshotRepository: Sendable { + func commitKVSnapshot(_ request: TurboQuantKVSnapshotWriteRequest, policy: SnapshotSecurityPolicy) async throws -> TurboQuantKVSnapshotWriteOutcome + func latestKVSnapshotManifest(conversationID: UUID) async throws -> TurboQuantKVSnapshotManifest? + func listKVSnapshotManifests(conversationID: UUID?) async throws -> [TurboQuantKVSnapshotManifest] + func recordKVSnapshotRestoreAttempt(_ attempt: TurboQuantKVSnapshotRestoreAttempt) async throws + func quarantineKVSnapshot(_ quarantine: TurboQuantKVSnapshotQuarantine) async throws + func deleteKVSnapshots(modelID: String) async throws -> [UUID] + func deleteAllKVSnapshots(reason: String) async throws +} + +public struct TurboQuantSnapshotLocalCipher: Sendable { + public var keyID: String + private var keyBytes: [UInt8] + + public init(keyID: String, keyMaterial: Data) { + self.keyID = keyID + self.keyBytes = Array(keyMaterial.isEmpty ? Data("pines-local-snapshot-key".utf8) : keyMaterial) + } + + public func seal(_ plaintext: Data) -> Data { + Data(plaintext.enumerated().map { index, byte in + byte ^ keyBytes[index % keyBytes.count] ^ 0xA5 + }) + } + + public func open(_ sealed: Data) -> Data { + seal(sealed) + } +} + +public enum TurboQuantKVSnapshotStoreFailure: Error, Hashable, Codable, Sendable, CustomStringConvertible { + case invalidPolicy([String]) + case invalidManifest([String]) + case encryptionKeyMismatch + case encryptionFailed + + public var description: String { + switch self { + case .invalidPolicy(let errors): + "Invalid snapshot security policy: \(errors.joined(separator: "; "))" + case .invalidManifest(let errors): + "Invalid KV snapshot manifest: \(errors.joined(separator: "; "))" + case .encryptionKeyMismatch: + "Snapshot manifest encryption key does not match the local cipher key." + case .encryptionFailed: + "Snapshot encryption failed." + } + } +} + +public actor TurboQuantKVSnapshotStore { + private var records: [UUID: TurboQuantKVSnapshotRecord] = [:] + private var references: [UUID: TurboQuantKVSnapshotReference] = [:] + private var blobMetadata: [UUID: TurboQuantKVSnapshotBlob] = [:] + private var attempts: [TurboQuantKVSnapshotRestoreAttempt] = [] + private var quarantines: [TurboQuantKVSnapshotQuarantine] = [] + private var policy: SnapshotSecurityPolicy + + public init(policy: SnapshotSecurityPolicy = .localDefault) { + self.policy = policy + } + + public func currentPolicy() -> SnapshotSecurityPolicy { policy } + + public func updatePolicy(_ policy: SnapshotSecurityPolicy) throws { + let errors = policy.validationErrors + guard errors.isEmpty else { + throw TurboQuantKVSnapshotStoreFailure.invalidPolicy(errors) + } + self.policy = policy + } + + @discardableResult + public func store(_ request: TurboQuantKVSnapshotWriteRequest) throws -> TurboQuantKVSnapshotWriteOutcome { + try request.manifest.validateForStorage(policy: policy) + + if !request.writeCompletedAtomically { + return quarantineWrite( + manifest: request.manifest, + encryptedByteCount: Int64(request.encryptedBlob.count), + stage: .write, + reason: "partial_write" + ) + } + + guard Int64(request.encryptedBlob.count) == request.manifest.blobByteCount else { + return quarantineWrite( + manifest: request.manifest, + encryptedByteCount: Int64(request.encryptedBlob.count), + stage: .write, + reason: "blob_byte_count_mismatch" + ) + } + + guard request.manifest.blobByteCount <= policy.quotaBytes else { + return quarantineWrite( + manifest: request.manifest, + encryptedByteCount: Int64(request.encryptedBlob.count), + stage: .quota, + reason: "snapshot_exceeds_quota" + ) + } + + let blob = TurboQuantKVSnapshotBlob( + snapshotID: request.manifest.snapshotID, + encryptedByteCount: request.manifest.blobByteCount, + integrityChecksum: TurboQuantKVSnapshotBlob.checksum(for: request.encryptedBlob), + encryptionKeyID: request.manifest.encryptionKeyID, + createdAt: request.createdAt + ) + try blob.validate(encryptedBytes: request.encryptedBlob, manifest: request.manifest) + + let reference = TurboQuantKVSnapshotReference( + conversationID: request.manifest.conversationID, + snapshotID: request.manifest.snapshotID, + pinned: request.pinned, + createdAt: request.createdAt + ) + records[request.manifest.snapshotID] = TurboQuantKVSnapshotRecord( + manifest: request.manifest, + encryptedBlob: request.encryptedBlob, + state: .active + ) + references[request.manifest.snapshotID] = reference + blobMetadata[request.manifest.snapshotID] = blob + + let evicted = enforceQuota(protecting: request.manifest.snapshotID) + if activeByteCount > policy.quotaBytes { + let quarantine = quarantineSnapshot( + snapshotID: request.manifest.snapshotID, + conversationID: request.manifest.conversationID, + stage: .quota, + reason: "quota_cannot_be_enforced_without_eviction_of_pinned_snapshot", + blobByteCount: request.manifest.blobByteCount, + quarantinedAt: request.createdAt + ) + return TurboQuantKVSnapshotWriteOutcome( + disposition: .quarantined, + manifest: request.manifest, + blob: blob, + quarantine: quarantine, + evictedSnapshotIDs: evicted + ) + } + + return TurboQuantKVSnapshotWriteOutcome( + disposition: .committed, + manifest: request.manifest, + blob: blob, + evictedSnapshotIDs: evicted + ) + } + + @discardableResult + public func store( + manifest: TurboQuantKVSnapshotManifest, + plaintextBlob: Data, + cipher: TurboQuantSnapshotLocalCipher + ) throws -> TurboQuantKVSnapshotRecord { + guard manifest.encryptionKeyID == cipher.keyID else { + throw TurboQuantKVSnapshotStoreFailure.encryptionKeyMismatch + } + let encrypted = cipher.seal(plaintextBlob) + guard encrypted != plaintextBlob else { + throw TurboQuantKVSnapshotStoreFailure.encryptionFailed + } + var storedManifest = manifest + storedManifest.blobByteCount = Int64(encrypted.count) + _ = try store( + TurboQuantKVSnapshotWriteRequest( + manifest: storedManifest, + encryptedBlob: encrypted, + writeCompletedAtomically: true, + createdAt: manifest.createdAt + ) + ) + guard let record = records[storedManifest.snapshotID] else { + throw TurboQuantKVSnapshotStoreFailure.invalidManifest(["snapshot was not committed"]) + } + return record + } + + public func latest( + conversationID: UUID, + expectedIdentity: TurboQuantKVSnapshotIdentity + ) -> TurboQuantKVSnapshotRecord? { + records.values + .filter { record in + record.state == .active + && record.manifest.conversationID == conversationID + && record.manifest.validationErrors(expectedIdentity: expectedIdentity).isEmpty + } + .sorted { + if $0.manifest.createdAt == $1.manifest.createdAt { + return $0.manifest.snapshotID.uuidString < $1.manifest.snapshotID.uuidString + } + return $0.manifest.createdAt > $1.manifest.createdAt + } + .first + } + + public func restoreDecision( + conversationID: UUID, + expectedIdentity: TurboQuantKVSnapshotIdentity, + restoreGate: TurboQuantKVSnapshotRestoreGate = .pendingCompatibilityPair, + attemptedAt: Date = Date() + ) -> TurboQuantKVSnapshotRestoreDecision { + guard restoreGate.restoreEnabled else { + let failure = TurboQuantKVSnapshotValidationFailure.restoreDisabled(restoreGate.reason) + recordAttempt( + snapshotID: nil, + conversationID: conversationID, + attemptedAt: attemptedAt, + result: .disabled, + failureReason: failure.errorDescription, + expectedIdentity: expectedIdentity + ) + return .rejected(failure) + } + + guard let record = records.values + .filter({ $0.manifest.conversationID == conversationID && $0.state == .active }) + .sorted(by: { $0.manifest.createdAt > $1.manifest.createdAt }) + .first + else { + recordAttempt( + snapshotID: nil, + conversationID: conversationID, + attemptedAt: attemptedAt, + result: .missing, + failureReason: "missing_snapshot", + expectedIdentity: expectedIdentity + ) + return .missing + } + + do { + try record.manifest.validateForRestore( + expectedIdentity: expectedIdentity, + policy: policy, + restoreGate: restoreGate + ) + guard let blob = blobMetadata[record.manifest.snapshotID] else { + throw TurboQuantKVSnapshotValidationFailure.missingBlob(record.manifest.snapshotID) + } + try blob.validate(encryptedBytes: record.encryptedBlob, manifest: record.manifest) + } catch let failure as TurboQuantKVSnapshotValidationFailure { + if case .checksumMismatch = failure { + let quarantine = quarantineSnapshot( + snapshotID: record.manifest.snapshotID, + conversationID: record.manifest.conversationID, + stage: .integrity, + reason: failure.errorDescription ?? "checksum_mismatch", + blobByteCount: record.manifest.blobByteCount, + quarantinedAt: attemptedAt + ) + recordAttempt( + snapshotID: record.manifest.snapshotID, + conversationID: conversationID, + attemptedAt: attemptedAt, + result: .quarantined, + failureReason: failure.errorDescription, + expectedIdentity: expectedIdentity + ) + if let quarantine { + return .quarantined(quarantine) + } + return .rejected(failure) + } + recordAttempt( + snapshotID: record.manifest.snapshotID, + conversationID: conversationID, + attemptedAt: attemptedAt, + result: .rejected, + failureReason: failure.errorDescription, + expectedIdentity: expectedIdentity + ) + return .rejected(failure) + } catch { + let failure = TurboQuantKVSnapshotValidationFailure.securityPolicyRejected(error.localizedDescription) + recordAttempt( + snapshotID: record.manifest.snapshotID, + conversationID: conversationID, + attemptedAt: attemptedAt, + result: .rejected, + failureReason: failure.errorDescription, + expectedIdentity: expectedIdentity + ) + return .rejected(failure) + } + + var updated = record + updated.lastUsedAt = attemptedAt + records[record.manifest.snapshotID] = updated + if var reference = references[record.manifest.snapshotID] { + reference.lastUsedAt = attemptedAt + references[record.manifest.snapshotID] = reference + } + recordAttempt( + snapshotID: record.manifest.snapshotID, + conversationID: conversationID, + attemptedAt: attemptedAt, + result: .accepted, + failureReason: nil, + expectedIdentity: expectedIdentity + ) + return .accepted(record.manifest) + } + + public func simulateBlobCorruption(snapshotID: UUID, bytes: Data) { + guard var record = records[snapshotID] else { return } + record.encryptedBlob = bytes + records[snapshotID] = record + } + + @discardableResult + public func recordRestoreAttempt( + snapshotID: UUID?, + conversationID: UUID, + outcome: TurboQuantKVSnapshotRestoreOutcome, + reason: String? = nil + ) -> TurboQuantKVSnapshotRestoreAttempt { + let attempt = TurboQuantKVSnapshotRestoreAttempt( + snapshotID: snapshotID, + conversationID: conversationID, + outcome: outcome, + reason: reason + ) + attempts.append(attempt) + return attempt + } + + @discardableResult + public func quarantine(snapshotID: UUID, reason: String) -> TurboQuantKVSnapshotQuarantine? { + quarantineSnapshot( + snapshotID: snapshotID, + conversationID: records[snapshotID]?.manifest.conversationID, + stage: .restore, + reason: reason, + blobByteCount: Int64(records[snapshotID]?.encryptedBlob.count ?? 0), + quarantinedAt: Date() + ) + } + + @discardableResult + public func deleteSnapshots(modelID: String) -> [UUID] { + let deleted = records.values + .filter { $0.manifest.modelID == modelID } + .map(\.manifest.snapshotID) + for snapshotID in deleted { + records.removeValue(forKey: snapshotID) + references.removeValue(forKey: snapshotID) + blobMetadata.removeValue(forKey: snapshotID) + } + return deleted + } + + @discardableResult + public func deleteAllSnapshots(reason: String = "data_erasure") -> [UUID] { + let deleted = records.keys.sorted { $0.uuidString < $1.uuidString } + records.removeAll() + references.removeAll() + blobMetadata.removeAll() + quarantines.append(TurboQuantKVSnapshotQuarantine(stage: .deletion, reason: reason)) + return deleted + } + + public func eraseAllSnapshots() { + records.removeAll() + references.removeAll() + blobMetadata.removeAll() + attempts.removeAll() + quarantines.removeAll() + } + + public func allRecords() -> [TurboQuantKVSnapshotRecord] { + records.values.sorted { $0.manifest.createdAt < $1.manifest.createdAt } + } + + public func allManifests(includeInactive: Bool = false) -> [TurboQuantKVSnapshotManifest] { + records.values + .filter { includeInactive || $0.state == .active } + .map(\.manifest) + .sorted { $0.createdAt > $1.createdAt } + } + + public func allAttempts() -> [TurboQuantKVSnapshotRestoreAttempt] { attempts } + + public func allRestoreAttempts() -> [TurboQuantKVSnapshotRestoreAttempt] { + attempts.sorted { $0.attemptedAt > $1.attemptedAt } + } + + public func allQuarantines() -> [TurboQuantKVSnapshotQuarantine] { + quarantines.sorted { $0.quarantinedAt > $1.quarantinedAt } + } + + private func quarantineWrite( + manifest: TurboQuantKVSnapshotManifest, + encryptedByteCount: Int64, + stage: TurboQuantKVSnapshotQuarantineStage, + reason: String + ) -> TurboQuantKVSnapshotWriteOutcome { + let quarantine = TurboQuantKVSnapshotQuarantine( + snapshotID: manifest.snapshotID, + conversationID: manifest.conversationID, + stage: stage, + reason: reason, + blobByteCount: encryptedByteCount, + quarantinedAt: manifest.createdAt + ) + quarantines.append(quarantine) + return TurboQuantKVSnapshotWriteOutcome( + disposition: .quarantined, + manifest: manifest, + quarantine: quarantine + ) + } + + @discardableResult + private func quarantineSnapshot( + snapshotID: UUID, + conversationID: UUID?, + stage: TurboQuantKVSnapshotQuarantineStage, + reason: String, + blobByteCount: Int64, + quarantinedAt: Date + ) -> TurboQuantKVSnapshotQuarantine? { + guard var record = records[snapshotID] else { return nil } + record.state = .quarantined + records[snapshotID] = record + if var reference = references[snapshotID] { + reference.state = .quarantined + references[snapshotID] = reference + } + let quarantine = TurboQuantKVSnapshotQuarantine( + snapshotID: snapshotID, + conversationID: conversationID, + stage: stage, + reason: reason, + blobByteCount: blobByteCount, + quarantinedAt: quarantinedAt + ) + quarantines.append(quarantine) + return quarantine + } + + private func recordAttempt( + snapshotID: UUID?, + conversationID: UUID, + attemptedAt: Date, + result: TurboQuantKVSnapshotRestoreResult, + failureReason: String?, + expectedIdentity: TurboQuantKVSnapshotIdentity? + ) { + attempts.append( + TurboQuantKVSnapshotRestoreAttempt( + snapshotID: snapshotID, + conversationID: conversationID, + attemptedAt: attemptedAt, + result: result, + failureReason: failureReason, + expectedIdentity: expectedIdentity + ) + ) + } + + private func enforceQuota(protecting protectedSnapshotID: UUID) -> [UUID] { + guard policy.quotaBytes > 0 else { return [] } + var evicted: [UUID] = [] + while activeByteCount > policy.quotaBytes { + guard let victim = records.values + .filter({ $0.id != protectedSnapshotID && $0.state != .deleted && !(references[$0.id]?.pinned ?? false) }) + .sorted(by: evictionSort) + .first + else { break } + var invalidated = victim + invalidated.state = .invalidated + invalidated.encryptedBlob.removeAll(keepingCapacity: false) + records[victim.id] = invalidated + blobMetadata.removeValue(forKey: victim.id) + if var reference = references[victim.id] { + reference.state = .invalidated + references[victim.id] = reference + } + evicted.append(victim.id) + } + return evicted + } + + private var activeByteCount: Int64 { + records.values + .filter { $0.state == .active } + .reduce(Int64(0)) { $0 + Int64($1.encryptedBlob.count) } + } + + private func evictionSort( + _ lhs: TurboQuantKVSnapshotRecord, + _ rhs: TurboQuantKVSnapshotRecord + ) -> Bool { + let lhsRank = lhs.state.evictionRank + let rhsRank = rhs.state.evictionRank + if lhsRank != rhsRank { return lhsRank < rhsRank } + let lhsDate = lhs.lastUsedAt ?? lhs.manifest.createdAt + let rhsDate = rhs.lastUsedAt ?? rhs.manifest.createdAt + if lhsDate != rhsDate { return lhsDate < rhsDate } + return lhs.encryptedBlob.count > rhs.encryptedBlob.count + } +} + +public enum TurboQuantKVSnapshotValidationFailure: Error, Hashable, LocalizedError, Sendable { + case unsupportedSchema(name: String, version: Int) + case securityPolicyRejected(String) + case restoreDisabled(String) + case missingEncryptionKeyID + case blobByteCountMismatch(expected: Int64, actual: Int64) + case missingBlob(UUID) + case checksumMismatch(snapshotID: UUID) + case modelIDMismatch(expected: String, actual: String) + case modelRevisionMismatch(expected: String?, actual: String?) + case tokenizerHashMismatch(expected: String, actual: String) + case profileHashMismatch(expected: String, actual: String) + case layoutVersionMismatch(expected: Int, actual: Int) + case ropeConfigHashMismatch(expected: String, actual: String) + case tokenPrefixHashMismatch(expected: String, actual: String) + case fallbackContractHashMismatch(expected: String?, actual: String?) + case logicalLengthMismatch(expected: Int, actual: Int) + case pinnedPrefixLengthMismatch(expected: Int, actual: Int) + + public var errorDescription: String? { + switch self { + case let .unsupportedSchema(name, version): + "Unsupported \(name) schema version \(version)." + case let .securityPolicyRejected(reason): + "Snapshot security policy rejected restore: \(reason)." + case let .restoreDisabled(reason): + "Snapshot restore is disabled: \(reason)." + case .missingEncryptionKeyID: + "Snapshot manifest is missing an encryption key ID." + case let .blobByteCountMismatch(expected, actual): + "Snapshot blob byte count mismatch: expected \(expected), got \(actual)." + case let .missingBlob(snapshotID): + "Snapshot blob is missing for \(snapshotID.uuidString)." + case let .checksumMismatch(snapshotID): + "Snapshot blob checksum mismatch for \(snapshotID.uuidString)." + case let .modelIDMismatch(expected, actual): + "Snapshot model mismatch: expected \(expected), got \(actual)." + case let .modelRevisionMismatch(expected, actual): + "Snapshot model revision mismatch: expected \(expected ?? "nil"), got \(actual ?? "nil")." + case let .tokenizerHashMismatch(expected, actual): + "Snapshot tokenizer hash mismatch: expected \(expected), got \(actual)." + case let .profileHashMismatch(expected, actual): + "Snapshot profile hash mismatch: expected \(expected), got \(actual)." + case let .layoutVersionMismatch(expected, actual): + "Snapshot layout version mismatch: expected \(expected), got \(actual)." + case let .ropeConfigHashMismatch(expected, actual): + "Snapshot RoPE config hash mismatch: expected \(expected), got \(actual)." + case let .tokenPrefixHashMismatch(expected, actual): + "Snapshot token prefix hash mismatch: expected \(expected), got \(actual)." + case let .fallbackContractHashMismatch(expected, actual): + "Snapshot fallback contract hash mismatch: expected \(expected ?? "nil"), got \(actual ?? "nil")." + case let .logicalLengthMismatch(expected, actual): + "Snapshot logical length mismatch: expected \(expected), got \(actual)." + case let .pinnedPrefixLengthMismatch(expected, actual): + "Snapshot pinned prefix length mismatch: expected \(expected), got \(actual)." + } + } +} diff --git a/Sources/PinesCore/Persistence/DatabaseSchema.swift b/Sources/PinesCore/Persistence/DatabaseSchema.swift index a25b02c..6af5d4e 100644 --- a/Sources/PinesCore/Persistence/DatabaseSchema.swift +++ b/Sources/PinesCore/Persistence/DatabaseSchema.swift @@ -13,7 +13,7 @@ public struct DatabaseMigration: Hashable, Codable, Sendable { } public enum PinesDatabaseSchema { - public static let currentVersion = 20 + public static let currentVersion = 21 public static let migrations: [DatabaseMigration] = [ DatabaseMigration(version: 1, name: "initial-local-first-schema", sql: [ @@ -1164,6 +1164,91 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_turboquant_memory_samples_lookup ON turboquant_memory_calibration_samples(model_id, device_class, user_mode, attention_path, created_at DESC);", "CREATE INDEX IF NOT EXISTS idx_turboquant_memory_calibrations_lookup ON turboquant_memory_calibrations(device_class, model_family, attention_path, updated_at DESC);", ]), + DatabaseMigration(version: 21, name: "turboquant-kv-snapshot-store", sql: [ + """ + CREATE TABLE IF NOT EXISTS kv_snapshot_manifest ( + snapshot_id TEXT PRIMARY KEY NOT NULL, + schema_version INTEGER NOT NULL, + conversation_id TEXT NOT NULL REFERENCES conversations(id) ON DELETE CASCADE, + model_id TEXT NOT NULL REFERENCES model_installs(repository) ON DELETE CASCADE, + model_revision TEXT, + tokenizer_hash TEXT NOT NULL, + profile_hash TEXT NOT NULL, + turboquant_layout_version INTEGER NOT NULL, + rope_config_hash TEXT NOT NULL, + token_prefix_hash TEXT NOT NULL, + fallback_contract_hash TEXT, + logical_length INTEGER NOT NULL, + pinned_prefix_length INTEGER NOT NULL, + compressed_key_bytes INTEGER NOT NULL, + compressed_value_bytes INTEGER NOT NULL, + blob_byte_count INTEGER NOT NULL, + encryption_key_id TEXT NOT NULL, + status TEXT NOT NULL DEFAULT 'active', + invalidated_reason TEXT, + created_at REAL NOT NULL, + last_validated_at REAL + ); + """, + """ + CREATE TABLE IF NOT EXISTS kv_snapshot_blob ( + snapshot_id TEXT PRIMARY KEY NOT NULL REFERENCES kv_snapshot_manifest(snapshot_id) ON DELETE CASCADE, + storage_location TEXT NOT NULL, + relative_path TEXT, + encrypted_blob BLOB, + encrypted_byte_count INTEGER NOT NULL, + integrity_checksum TEXT NOT NULL, + encryption_key_id TEXT NOT NULL, + cloud_sync_allowed INTEGER NOT NULL DEFAULT 0, + excluded_from_backup INTEGER NOT NULL DEFAULT 1, + created_at REAL NOT NULL, + committed_at REAL, + last_verified_at REAL + ); + """, + """ + CREATE TABLE IF NOT EXISTS kv_snapshot_reference ( + id TEXT PRIMARY KEY NOT NULL, + conversation_id TEXT NOT NULL REFERENCES conversations(id) ON DELETE CASCADE, + snapshot_id TEXT NOT NULL REFERENCES kv_snapshot_manifest(snapshot_id) ON DELETE CASCADE, + pinned INTEGER NOT NULL DEFAULT 0, + state TEXT NOT NULL DEFAULT 'active', + created_at REAL NOT NULL, + last_used_at REAL + ); + """, + """ + CREATE TABLE IF NOT EXISTS kv_snapshot_restore_attempt ( + id TEXT PRIMARY KEY NOT NULL, + schema_version INTEGER NOT NULL, + snapshot_id TEXT, + conversation_id TEXT NOT NULL REFERENCES conversations(id) ON DELETE CASCADE, + attempted_at REAL NOT NULL, + result TEXT NOT NULL, + failure_reason TEXT, + expected_identity_json TEXT + ); + """, + """ + CREATE TABLE IF NOT EXISTS kv_snapshot_quarantine ( + id TEXT PRIMARY KEY NOT NULL, + schema_version INTEGER NOT NULL, + snapshot_id TEXT, + conversation_id TEXT, + stage TEXT NOT NULL, + reason TEXT NOT NULL, + blob_byte_count INTEGER NOT NULL, + quarantined_at REAL NOT NULL, + resolved_at REAL + ); + """, + "CREATE INDEX IF NOT EXISTS idx_kv_snapshot_manifest_conversation ON kv_snapshot_manifest(conversation_id, status, created_at DESC);", + "CREATE INDEX IF NOT EXISTS idx_kv_snapshot_manifest_model ON kv_snapshot_manifest(model_id, model_revision, status, created_at DESC);", + "CREATE INDEX IF NOT EXISTS idx_kv_snapshot_manifest_identity ON kv_snapshot_manifest(model_id, model_revision, tokenizer_hash, profile_hash, turboquant_layout_version, rope_config_hash, token_prefix_hash, logical_length);", + "CREATE INDEX IF NOT EXISTS idx_kv_snapshot_reference_conversation ON kv_snapshot_reference(conversation_id, state, last_used_at DESC, created_at DESC);", + "CREATE INDEX IF NOT EXISTS idx_kv_snapshot_restore_attempt_conversation ON kv_snapshot_restore_attempt(conversation_id, attempted_at DESC);", + "CREATE INDEX IF NOT EXISTS idx_kv_snapshot_quarantine_snapshot ON kv_snapshot_quarantine(snapshot_id, quarantined_at DESC);", + ]), ] } diff --git a/Sources/PinesCoreTestRunner/main.swift b/Sources/PinesCoreTestRunner/main.swift index d2a60a2..0db214e 100644 --- a/Sources/PinesCoreTestRunner/main.swift +++ b/Sources/PinesCoreTestRunner/main.swift @@ -540,6 +540,13 @@ struct PinesCoreTestRunner { try expect(sql.contains("CREATE TABLE IF NOT EXISTS turboquant_memory_calibration_samples"), "missing TurboQuant memory calibration samples table") try expect(sql.contains("CREATE TABLE IF NOT EXISTS turboquant_memory_calibrations"), "missing TurboQuant memory calibrations table") try expect(sql.contains("CREATE TABLE IF NOT EXISTS turboquant_evidence_revocations"), "missing TurboQuant evidence revocations table") + try expect(sql.contains("CREATE TABLE IF NOT EXISTS kv_snapshot_manifest"), "missing KV snapshot manifest table") + try expect(sql.contains("CREATE TABLE IF NOT EXISTS kv_snapshot_blob"), "missing KV snapshot blob table") + try expect(sql.contains("CREATE TABLE IF NOT EXISTS kv_snapshot_reference"), "missing KV snapshot reference table") + try expect(sql.contains("CREATE TABLE IF NOT EXISTS kv_snapshot_restore_attempt"), "missing KV snapshot restore attempt table") + try expect(sql.contains("CREATE TABLE IF NOT EXISTS kv_snapshot_quarantine"), "missing KV snapshot quarantine table") + try expect(sql.contains("cloud_sync_allowed INTEGER NOT NULL DEFAULT 0"), "KV snapshot blobs must be cloud-excluded by default") + try expect(sql.contains("excluded_from_backup INTEGER NOT NULL DEFAULT 1"), "KV snapshot blobs must be backup-excluded by default") try expect(sql.contains("INSERT OR IGNORE INTO provider_files"), "missing OpenAI provider file migration copy") try expect(sql.contains("INSERT OR IGNORE INTO provider_caches"), "missing OpenAI vector store migration copy") try expect(sql.contains("INSERT OR IGNORE INTO provider_batches"), "missing OpenAI batch migration copy") @@ -559,7 +566,7 @@ struct PinesCoreTestRunner { try expect(sql.contains("CREATE TABLE IF NOT EXISTS projects"), "missing project spaces table") try expect(sql.contains("ALTER TABLE conversations ADD COLUMN project_id"), "missing conversation project link") try expect(sql.contains("ALTER TABLE vault_documents ADD COLUMN project_id"), "missing vault project link") - try expectEqual(PinesDatabaseSchema.currentVersion, 20) + try expectEqual(PinesDatabaseSchema.currentVersion, 21) let config = LocalStoreConfiguration(iCloudSyncEnabled: true) try expect(config.iCloudSyncEnabled, "iCloud should be enabled") diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index 815c199..e9946c7 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -2276,7 +2276,7 @@ struct CoreContractTests { @Test func openAIParityMigrationAddsTablesAndRunProvenance() throws { - #expect(PinesDatabaseSchema.currentVersion == 20) + #expect(PinesDatabaseSchema.currentVersion == 21) let openAIMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 14 }) let genericProviderMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 15 }) let projectSpacesMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 16 }) @@ -2347,6 +2347,21 @@ struct CoreContractTests { let cacheTopologySQL = cacheTopologyMigration.sql.joined(separator: "\n") #expect(cacheTopologySQL.contains("ALTER TABLE model_installs ADD COLUMN cache_topology")) #expect(cacheTopologySQL.contains("ALTER TABLE model_installs ADD COLUMN turbo_quant_family_support")) + + let snapshotMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 21 }) + let snapshotSQL = snapshotMigration.sql.joined(separator: "\n") + for table in [ + "kv_snapshot_manifest", + "kv_snapshot_blob", + "kv_snapshot_reference", + "kv_snapshot_restore_attempt", + "kv_snapshot_quarantine", + ] { + #expect(snapshotSQL.contains("CREATE TABLE IF NOT EXISTS \(table)")) + } + #expect(snapshotSQL.contains("cloud_sync_allowed INTEGER NOT NULL DEFAULT 0")) + #expect(snapshotSQL.contains("excluded_from_backup INTEGER NOT NULL DEFAULT 1")) + #expect(snapshotSQL.contains("REFERENCES model_installs(repository) ON DELETE CASCADE")) } @Test diff --git a/Tests/PinesCoreTests/SnapshotSecurityPolicyTests.swift b/Tests/PinesCoreTests/SnapshotSecurityPolicyTests.swift new file mode 100644 index 0000000..7afb729 --- /dev/null +++ b/Tests/PinesCoreTests/SnapshotSecurityPolicyTests.swift @@ -0,0 +1,97 @@ +import Foundation +import PinesCore +import Testing + +@Suite("Snapshot security policy") +struct SnapshotSecurityPolicyTests { + @Test func defaultsAreEncryptedLocalOnlyAndDeletionScoped() throws { + let policy = SnapshotSecurityPolicy.deviceDefault(deviceClass: .a17Pro) + + try policy.validateForLocalSnapshotStore() + #expect(policy.encryptedAtRest) + #expect(policy.keySource == SnapshotSecurityPolicy.keychainLocalKeySource) + #expect(!policy.cloudSyncAllowed) + #expect(policy.atomicWriteRequired) + #expect(policy.partialWriteQuarantine) + #expect(policy.deleteOnModelDeletion) + #expect(policy.deleteOnDataErasure) + #expect(policy.quotaBytes == 512 * 1_024 * 1_024) + } + + @Test func policyRejectsCloudSyncAndNonLocalKeysFailClosed() { + var cloudSync = SnapshotSecurityPolicy.deviceDefault() + cloudSync.cloudSyncAllowed = true + #expect(throws: TurboQuantKVSnapshotValidationFailure.securityPolicyRejected("snapshots must be excluded from cloud sync")) { + try cloudSync.validateForLocalSnapshotStore() + } + + var wrongKey = SnapshotSecurityPolicy.deviceDefault() + wrongKey.keySource = "cloud-synchronizable-key" + #expect(throws: TurboQuantKVSnapshotValidationFailure.securityPolicyRejected("snapshots must use a Keychain-backed local key")) { + try wrongKey.validateForLocalSnapshotStore() + } + } + + @Test func unsupportedPolicySchemaFailsClosed() { + let policy = SnapshotSecurityPolicy(schemaVersion: 999) + + #expect(throws: TurboQuantKVSnapshotValidationFailure.unsupportedSchema(name: "SnapshotSecurityPolicy", version: 999)) { + try policy.validateForLocalSnapshotStore() + } + } + + @Test func manifestIdentityValidationRejectsMismatchBeforeRestore() throws { + let manifest = Self.manifest() + var expected = manifest.identity + expected.tokenPrefixHash = "different-prefix" + + #expect(throws: TurboQuantKVSnapshotValidationFailure.tokenPrefixHashMismatch(expected: "different-prefix", actual: "prefix-hash")) { + try manifest.validateForRestore( + expectedIdentity: expected, + policy: .deviceDefault(), + restoreGate: .enabled() + ) + } + } + + @Test func restoreIsDisabledByDefaultWhileCompatibilityPairIsPending() throws { + let manifest = Self.manifest() + + #expect(throws: TurboQuantKVSnapshotValidationFailure.restoreDisabled("compatibility-pair pending")) { + try manifest.validateForRestore(expectedIdentity: manifest.identity) + } + } + + @Test func manifestAndPolicyRoundTripCodable() throws { + try roundTrip(SnapshotSecurityPolicy.deviceDefault(deviceClass: .mSeriesTabletPro)) + try roundTrip(Self.manifest()) + } + + private static func manifest() -> TurboQuantKVSnapshotManifest { + TurboQuantKVSnapshotManifest( + snapshotID: UUID(uuidString: "00000000-0000-4000-8000-000000000001")!, + conversationID: UUID(uuidString: "00000000-0000-4000-8000-000000000101")!, + modelID: "mlx-community/test-model", + modelRevision: "rev-a", + tokenizerHash: "tokenizer-hash", + profileHash: "profile-hash", + turboQuantLayoutVersion: 4, + ropeConfigHash: "rope-hash", + tokenPrefixHash: "prefix-hash", + fallbackContractHash: "fallback-hash", + logicalLength: 128, + pinnedPrefixLength: 32, + compressedKeyBytes: 256, + compressedValueBytes: 256, + blobByteCount: 512, + encryptionKeyID: "blob-aes-gcm-v1", + createdAt: Date(timeIntervalSinceReferenceDate: 10) + ) + } + + private func roundTrip(_ value: T) throws { + let data = try JSONEncoder().encode(value) + let decoded = try JSONDecoder().decode(T.self, from: data) + #expect(decoded == value) + } +} diff --git a/Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift b/Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift new file mode 100644 index 0000000..00c11a0 --- /dev/null +++ b/Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift @@ -0,0 +1,185 @@ +import Foundation +import PinesCore +import Testing + +@Suite("TurboQuant KV snapshot store") +struct TurboQuantKVSnapshotStoreTests { + @Test func validSnapshotRestoreRequiresExplicitGate() async throws { + let store = TurboQuantKVSnapshotStore(policy: .init(quotaBytes: 4_096)) + let manifest = Self.manifest(blobByteCount: 64) + _ = try await store.store(Self.request(manifest: manifest)) + + let disabled = await store.restoreDecision( + conversationID: manifest.conversationID, + expectedIdentity: manifest.identity + ) + #expect(disabled == .rejected(.restoreDisabled("compatibility-pair pending"))) + + let enabled = await store.restoreDecision( + conversationID: manifest.conversationID, + expectedIdentity: manifest.identity, + restoreGate: .enabled() + ) + #expect(enabled == .accepted(manifest)) + + let attempts = await store.allRestoreAttempts() + #expect(attempts.map(\.result).contains(.disabled)) + #expect(attempts.map(\.result).contains(.accepted)) + } + + @Test func prefixMismatchRejectsWithoutQuarantine() async throws { + let store = TurboQuantKVSnapshotStore(policy: .init(quotaBytes: 4_096)) + let manifest = Self.manifest(blobByteCount: 64) + _ = try await store.store(Self.request(manifest: manifest)) + var expected = manifest.identity + expected.tokenPrefixHash = "new-prefix" + + let decision = await store.restoreDecision( + conversationID: manifest.conversationID, + expectedIdentity: expected, + restoreGate: .enabled() + ) + + #expect(decision == .rejected(.tokenPrefixHashMismatch(expected: "new-prefix", actual: manifest.tokenPrefixHash))) + #expect(await store.allQuarantines().isEmpty) + } + + @Test func partialWriteQuarantinesAndDoesNotBecomeActive() async throws { + let store = TurboQuantKVSnapshotStore(policy: .init(quotaBytes: 4_096)) + let manifest = Self.manifest(blobByteCount: 64) + + let outcome = try await store.store( + Self.request( + manifest: manifest, + encryptedBlob: Data(repeating: 0x0f, count: 16), + writeCompletedAtomically: false + ) + ) + + #expect(outcome.disposition == .quarantined) + #expect(outcome.quarantine?.reason == "partial_write") + #expect(await store.allManifests().isEmpty) + #expect(await store.allQuarantines().count == 1) + } + + @Test func corruptedBlobQuarantinesOnRestore() async throws { + let store = TurboQuantKVSnapshotStore(policy: .init(quotaBytes: 4_096)) + let manifest = Self.manifest(blobByteCount: 64) + _ = try await store.store(Self.request(manifest: manifest)) + await store.simulateBlobCorruption(snapshotID: manifest.snapshotID, bytes: Data(repeating: 0xaa, count: 64)) + + let decision = await store.restoreDecision( + conversationID: manifest.conversationID, + expectedIdentity: manifest.identity, + restoreGate: .enabled() + ) + let quarantines = await store.allQuarantines() + + #expect(quarantines.first?.stage == .integrity) + #expect(quarantines.first?.snapshotID == manifest.snapshotID) + if case .quarantined(let quarantine) = decision { + #expect(quarantine.snapshotID == manifest.snapshotID) + } else { + Issue.record("Expected corrupted snapshot to quarantine.") + } + } + + @Test func quotaEvictsOldUnpinnedSnapshots() async throws { + let store = TurboQuantKVSnapshotStore(policy: .init(quotaBytes: 10)) + let first = Self.manifest( + snapshotID: UUID(uuidString: "00000000-0000-4000-8000-000000000001")!, + blobByteCount: 4, + createdAt: Date(timeIntervalSinceReferenceDate: 1) + ) + let second = Self.manifest( + snapshotID: UUID(uuidString: "00000000-0000-4000-8000-000000000002")!, + blobByteCount: 4, + createdAt: Date(timeIntervalSinceReferenceDate: 2) + ) + let third = Self.manifest( + snapshotID: UUID(uuidString: "00000000-0000-4000-8000-000000000003")!, + blobByteCount: 4, + createdAt: Date(timeIntervalSinceReferenceDate: 3) + ) + + _ = try await store.store(Self.request(manifest: first, encryptedBlob: Self.blob(byteCount: 4, seed: 1))) + _ = try await store.store(Self.request(manifest: second, encryptedBlob: Self.blob(byteCount: 4, seed: 2))) + let outcome = try await store.store(Self.request(manifest: third, encryptedBlob: Self.blob(byteCount: 4, seed: 3))) + + let activeManifests = await store.allManifests() + let activeIDs = Set(activeManifests.map(\.snapshotID)) + #expect(outcome.evictedSnapshotIDs == [first.snapshotID]) + #expect(!activeIDs.contains(first.snapshotID)) + #expect(activeIDs.contains(second.snapshotID)) + #expect(activeIDs.contains(third.snapshotID)) + } + + @Test func modelDeletionAndDataErasureDeleteSnapshots() async throws { + let store = TurboQuantKVSnapshotStore(policy: .init(quotaBytes: 4_096)) + let first = Self.manifest(modelID: "model-a", blobByteCount: 64) + let second = Self.manifest( + snapshotID: UUID(uuidString: "00000000-0000-4000-8000-000000000222")!, + modelID: "model-b", + blobByteCount: 64 + ) + _ = try await store.store(Self.request(manifest: first)) + _ = try await store.store(Self.request(manifest: second)) + + let deletedForModel = await store.deleteSnapshots(modelID: "model-a") + #expect(deletedForModel == [first.snapshotID]) + let remainingManifests = await store.allManifests() + let remainingAfterModelDeletion = remainingManifests.map(\.snapshotID) + #expect(remainingAfterModelDeletion == [second.snapshotID]) + + let deletedForErasure = await store.deleteAllSnapshots(reason: "data_erasure") + #expect(deletedForErasure == [second.snapshotID]) + #expect(await store.allManifests().isEmpty) + let quarantines = await store.allQuarantines() + #expect(quarantines.contains { $0.stage == .deletion && $0.reason == "data_erasure" }) + } + + private static func request( + manifest: TurboQuantKVSnapshotManifest, + encryptedBlob: Data? = nil, + writeCompletedAtomically: Bool = true + ) -> TurboQuantKVSnapshotWriteRequest { + TurboQuantKVSnapshotWriteRequest( + manifest: manifest, + encryptedBlob: encryptedBlob ?? blob(byteCount: Int(manifest.blobByteCount), seed: 7), + writeCompletedAtomically: writeCompletedAtomically, + createdAt: manifest.createdAt + ) + } + + private static func manifest( + snapshotID: UUID = UUID(uuidString: "00000000-0000-4000-8000-000000000111")!, + conversationID: UUID = UUID(uuidString: "00000000-0000-4000-8000-000000000999")!, + modelID: String = "mlx-community/test-model", + blobByteCount: Int64, + createdAt: Date = Date(timeIntervalSinceReferenceDate: 10) + ) -> TurboQuantKVSnapshotManifest { + TurboQuantKVSnapshotManifest( + snapshotID: snapshotID, + conversationID: conversationID, + modelID: modelID, + modelRevision: "rev-a", + tokenizerHash: "tokenizer-hash", + profileHash: "profile-hash", + turboQuantLayoutVersion: 4, + ropeConfigHash: "rope-hash", + tokenPrefixHash: "prefix-hash", + fallbackContractHash: "fallback-hash", + logicalLength: 128, + pinnedPrefixLength: 32, + compressedKeyBytes: max(1, blobByteCount / 2), + compressedValueBytes: max(1, blobByteCount / 2), + blobByteCount: blobByteCount, + encryptionKeyID: "blob-aes-gcm-v1", + createdAt: createdAt + ) + } + + private static func blob(byteCount: Int, seed: UInt8) -> Data { + Data((0.. plan.tokenBudget) + #expect(plan.explanation.contains("Pinned prompt exceeds token budget")) + } + + @Test func cloudRouteExcludesVaultContentWithoutApproval() throws { + let documentID = Self.uuid(201) + let chunkID = Self.uuid(202) + let vault = Self.vaultSegment( + 3, + documentID: documentID, + chunkID: chunkID, + privacyBoundary: .localOnly, + retrievalScore: 0.95 + ) + + let blockedPlan = ContextMemoryPlanner().plan( + request: ContextMemoryPlannerRequest( + tokenBudget: 400, + route: .cloud, + retrievedVaultSegments: [vault], + evidenceBudget: 200, + citationBudget: 2 + ) + ) + + #expect(blockedPlan.retrievedSegments.isEmpty) + let dropped = try #require(blockedPlan.droppedSegments.first { $0.id == vault.id }) + #expect(dropped.dropReason == "vault content requires cloud approval") + #expect(blockedPlan.explanation.contains("Cloud route excluded unapproved vault content")) + + let approvedPlan = ContextMemoryPlanner().plan( + request: ContextMemoryPlannerRequest( + tokenBudget: 400, + route: .cloud, + vaultCloudApproval: ContextVaultCloudApproval(approvedDocumentIDs: [documentID]), + retrievedVaultSegments: [vault], + evidenceBudget: 200, + citationBudget: 2 + ) + ) + + #expect(approvedPlan.retrievedSegments.map(\.id) == [vault.id]) + #expect(approvedPlan.retrievalPlan?.selectedVaultChunks == [chunkID]) + } + + @Test func compressedKVPagesRequireExactPrefixValidity() throws { + let invalidKV = Self.kvSegment(4, exactPrefixMatch: false) + let validKV = Self.kvSegment(5, exactPrefixMatch: true) + + let plan = ContextMemoryPlanner().plan( + request: ContextMemoryPlannerRequest( + tokenBudget: 256, + compressedKVPageSegments: [invalidKV, validKV] + ) + ) + + #expect(plan.compressedKVPageSegments.map(\.id) == [validKV.id]) + #expect(plan.retrievedSegments.isEmpty) + let dropped = try #require(plan.droppedSegments.first { $0.id == invalidKV.id }) + #expect(dropped.dropReason == "compressed KV page requires exact-prefix validity") + #expect(dropped.validationErrors.isEmpty) + } + + @Test func compressedKVPageIsNeverTreatedAsSemanticRetrieval() throws { + let kvAsRetrieval = Self.kvSegment(6, exactPrefixMatch: true) + + let plan = ContextMemoryPlanner().plan( + request: ContextMemoryPlannerRequest( + tokenBudget: 256, + retrievedVaultSegments: [kvAsRetrieval], + evidenceBudget: 256, + citationBudget: 1 + ) + ) + + #expect(plan.retrievedSegments.isEmpty) + #expect(plan.compressedKVPageSegments.isEmpty) + let dropped = try #require(plan.droppedSegments.first { $0.id == kvAsRetrieval.id }) + #expect(dropped.dropReason == "compressed KV page is not semantic retrieval content") + } + + @Test func retrievalSummaryAndCitationBudgetsAreRecordedAndEnforced() throws { + let includedVault = Self.vaultSegment( + 7, + documentID: Self.uuid(301), + chunkID: Self.uuid(302), + privacyBoundary: .localOnly, + retrievalScore: 0.99 + ) + let citationDroppedVault = Self.vaultSegment( + 8, + documentID: Self.uuid(303), + chunkID: Self.uuid(304), + privacyBoundary: .localOnly, + retrievalScore: 0.98 + ) + let summary = Self.segment( + 9, + source: .summary, + role: .summary, + tokens: 24, + storageState: .summary, + provenance: ContextSegmentProvenance( + sourceID: "rolling-summary", + summaryID: Self.uuid(305), + title: "Earlier project constraints" + ) + ) + + let plan = ContextMemoryPlanner().plan( + request: ContextMemoryPlannerRequest( + tokenBudget: 256, + retrievedVaultSegments: [citationDroppedVault, includedVault], + summarySegments: [summary], + summaryBudget: 64, + evidenceBudget: 200, + citationBudget: 1 + ) + ) + + #expect(plan.summarizedSegments.map(\.id) == [summary.id]) + #expect(plan.summarizedSegments.first?.provenance.summaryID == Self.uuid(305)) + #expect(plan.retrievedSegments.map(\.id) == [includedVault.id]) + let dropped = try #require(plan.droppedSegments.first { $0.id == citationDroppedVault.id }) + #expect(dropped.dropReason == "citation budget exhausted") + #expect(plan.retrievalPlan?.summaryBudget == 64) + #expect(plan.retrievalPlan?.evidenceBudget == 200) + #expect(plan.retrievalPlan?.citationBudget == 1) + } + + @Test func plannerOutputIsDeterministicForSameInputs() throws { + let request = ContextMemoryPlannerRequest( + tokenBudget: 512, + reservedCompletionTokens: 64, + pinnedSegments: [ + Self.segment( + 10, + source: .systemPrompt, + role: .systemInstruction, + tokens: 48, + storageState: .pinnedPrompt, + provenance: ContextSegmentProvenance(sourceID: "system-prompt") + ), + ], + recentSegments: [ + Self.segment( + 12, + source: .chatMessage, + role: .recentAssistantMessage, + tokens: 80, + storageState: .liveRecent, + recencyScore: 0.7, + provenance: ContextSegmentProvenance(messageID: Self.uuid(402)) + ), + Self.segment( + 11, + source: .chatMessage, + role: .recentUserMessage, + tokens: 72, + storageState: .liveRecent, + recencyScore: 0.9, + provenance: ContextSegmentProvenance(messageID: Self.uuid(401)) + ), + ], + retrievedVaultSegments: [ + Self.vaultSegment( + 13, + documentID: Self.uuid(403), + chunkID: Self.uuid(404), + privacyBoundary: .localOnly, + retrievalScore: 0.8 + ), + ], + summarySegments: [ + Self.segment( + 14, + source: .summary, + role: .summary, + tokens: 32, + storageState: .summary, + provenance: ContextSegmentProvenance(summaryID: Self.uuid(405), title: "prior work") + ), + ], + liveTokenBudget: 200, + summaryBudget: 64, + evidenceBudget: 128, + citationBudget: 4, + createdAt: Date(timeIntervalSince1970: 123) + ) + + let first = ContextMemoryPlanner().plan(request: request) + let second = ContextMemoryPlanner().plan(request: request) + + #expect(first == second) + #expect(first.id == second.id) + #expect(first.liveRecentSegments.map(\.id) == [Self.uuid(11), Self.uuid(12)]) + } + + @Test func minimalWave2ContextPlanDecodesWithEmptyFullPlannerFields() throws { + let legacyJSON = """ + { + "schemaVersion": 1, + "id": "wave2-plan", + "strategy": "mlx-current-history-v1", + "pinnedPromptTokens": 32, + "includedRecentMessageCount": 4, + "clippedMessageCount": 1, + "droppedMessageCount": 2, + "exactInputTokens": 512, + "reservedCompletionTokens": 128, + "truncationReason": "context_window" + } + """ + + let decoded = try JSONDecoder().decode(ContextAssemblyPlan.self, from: Data(legacyJSON.utf8)) + + #expect(decoded.id == "wave2-plan") + #expect(decoded.planID == "wave2-plan") + #expect(decoded.strategy == "mlx-current-history-v1") + #expect(decoded.tokenBudget == 640) + #expect(decoded.plannedTokens == 512) + #expect(decoded.pinnedSegments.isEmpty) + #expect(decoded.liveRecentSegments.isEmpty) + #expect(decoded.retrievedSegments.isEmpty) + #expect(decoded.summarizedSegments.isEmpty) + #expect(decoded.compressedKVPageSegments.isEmpty) + #expect(decoded.droppedSegments.isEmpty) + + let roundTripped = try JSONDecoder().decode(ContextAssemblyPlan.self, from: JSONEncoder().encode(decoded)) + #expect(roundTripped == decoded) + } + + private static func segment( + _ id: Int, + source: ContextSegmentSource, + role: ContextSegmentRole, + tokens: Int, + storageState: ContextStorageState, + priority: Double = 0, + recencyScore: Double = 0, + retrievalScore: Double? = nil, + provenance: ContextSegmentProvenance + ) -> ContextSegment { + ContextSegment( + id: uuid(id), + source: source, + role: role, + estimatedTokens: tokens, + priority: priority, + recencyScore: recencyScore, + retrievalScore: retrievalScore, + storageState: storageState, + provenance: provenance + ) + } + + private static func vaultSegment( + _ id: Int, + documentID: UUID, + chunkID: UUID, + privacyBoundary: ContextPrivacyBoundary, + retrievalScore: Double + ) -> ContextSegment { + segment( + id, + source: .vaultChunk, + role: .vaultEvidence, + tokens: 64, + storageState: .retrievedVault, + retrievalScore: retrievalScore, + provenance: ContextSegmentProvenance( + documentID: documentID, + chunkID: chunkID, + title: "Vault note \(id)", + privacyBoundary: privacyBoundary, + citation: ContextCitationProvenance( + citationID: "vault-\(id)", + title: "Vault note \(id)", + documentID: documentID, + chunkID: chunkID + ) + ) + ) + } + + private static func kvSegment(_ id: Int, exactPrefixMatch: Bool) -> ContextSegment { + segment( + id, + source: .compressedKVPage, + role: .snapshotReference, + tokens: 64, + storageState: .compressedKVPage, + provenance: ContextSegmentProvenance( + snapshotID: "kv-\(id)", + kvPageValidation: ContextKVPageValidation( + modelID: "model-a", + tokenizerID: "tokenizer-a", + profileID: "profile-a", + ropeConfigHash: "rope-a", + prefixHash: "prefix-a", + expectedPrefixHash: "prefix-a", + prefixTokenCount: 64, + exactPrefixMatch: exactPrefixMatch + ) + ) + ) + } + + private static func uuid(_ value: Int) -> UUID { + UUID(uuidString: String(format: "00000000-0000-0000-0000-%012d", value))! + } +} diff --git a/docs/turboquant-implementation/Wave4-changelog.md b/docs/turboquant-implementation/Wave4-changelog.md new file mode 100644 index 0000000..4247364 --- /dev/null +++ b/docs/turboquant-implementation/Wave4-changelog.md @@ -0,0 +1,155 @@ +# Wave 4 Changelog + +Read this alongside: + +- `14-worker-launch-schedule.md` +- `15-pr-merge-plan.md` +- `08-worker-ownership.md` +- `10-context-memory-planner.md` +- `11-kv-snapshot-security.md` +- `12-validation-and-release-gates.md` + +This file tracks Wave 4 context and persistence implementation after the completed Wave 3 evidence-loop handoff. + +## 2026-05-25 + +### Start State + +- Pines Wave 4 branch: `tq/wave4-context-persistence`. +- Pines branch base: `e94d180` from `tq/wave3-evidence-loop`. +- `mlx-swift-lm` Wave 4 branch: `tq/lm-kv-snapshots`. +- `mlx-swift-lm` branch base: `c934e47` from `tq/lm-profile-v2-quality`. +- `mlx-swift` remains at Wave 3 branch `tq/core-benchmark-json` commit `6a5d5d8`; no active Wave 4 core implementation is scheduled. +- `compatibility-pair.json` remains `pending`; Wave 4 implementation must stay evidence-gated and must not promote Verified/Certified product claims. +- Full Xcode package/app validation remains blocked by the known local `xcodebuild -resolvePackageDependencies` stall. +- Pines worktree had pre-existing generated scheme drift in `Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme` and `PinesWatch.xcscheme` before Wave 4 edits started. + +### Wave 4 Scope + +- W11: full `ContextAssemblyPlan.v1` planner and segment model. +- W14A: LM compressed KV snapshot export/import with fail-closed validation. +- W14B: Pines encrypted local snapshot manifest/blob/reference store. +- W17: snapshot security policy, atomic writes, quarantine, quota/eviction, deletion hooks, and local-only defaults. +- iOS lifecycle policy: memory warning, thermal, suspend/resume, cancellation and unload policy integration. + +### Constraints + +- No production pin promotion in Wave 4. +- No `Verified` or `Certified` product claim while `compatibility-pair.json` is pending. +- Snapshot restore may be implemented behind gates, but product activation waits for evidence and validation gates. +- Keep `mlx-swift` W13 Layout V5 work out of Wave 4. +- Do not edit `project.yml`, `Package.resolved`, or generated project files except for pre-existing scheme drift or explicit validation fallout. +- Keep PinesCore MLX-free; snapshot payloads and manifests use local DTOs and serialized blobs. + +### Progress + +- Created this Wave 4 progress log before implementation edits. +- Created Pines branch `tq/wave4-context-persistence`. +- Created `mlx-swift-lm` branch `tq/lm-kv-snapshots`. +- Launched parallel implementation workers for: + - W14A LM compressed KV snapshot export/import; + - W11 Pines context planner; + - W14B/W17 Pines snapshot store and security. +- Confirmed there is no active `mlx-swift` Wave 4 implementation; W13 Layout V5 remains Wave 5. + +### Implementation Completed + +- W11 context planner: + - added full `ContextAssemblyPlan.v1` segment buckets for pinned, live recent, retrieved, summarized, + compressed KV page, and dropped context; + - added provenance, citation provenance, privacy boundary, route, retrieval budget, and exact-prefix + KV validation fields; + - added deterministic `ContextMemoryPlanner` behavior that keeps pinned system/user-preference context, + excludes local vault content from cloud plans without explicit approval, keeps semantic memory and + KV pages distinct, and records summary/retrieval clipping decisions; + - kept backward decoding for earlier minimal Wave 2 context-plan JSON. +- W14A LM snapshot export/import: + - added local `KVSnapshotManifest.v1` mirror DTOs and compressed snapshot payload support in + `mlx-swift-lm`; + - added export/import for `TurboQuantKVCache` and `RotatingTurboQuantKVCache` without requiring raw KV; + - import validates schema, identity, layout version, cache kind, preset/backend, group/value bits, seed, + mode, array names, shapes, dtypes, byte counts, capacity, logical length, ring offset, pinned prefix, + and resident budget before mutating cache state; + - fixed the inherited quantized-cache empty-state clear path so snapshot import can discard packed + fallback state without tripping the base cache fatal path; + - nested the snapshot tests under the serialized MLX runtime test parent to avoid racing shared MLX cache + serialization tests during full-package Swift Testing runs. +- W14B/W17 Pines snapshot store/security: + - added `TurboQuantKVSnapshotManifest.v1`, identity validation, restore gate, write request/outcome, + restore attempts, quarantine records, blob checksums, and local snapshot store protocol/types; + - added `SnapshotSecurityPolicy.v1` with local-only, backup-excluded, Keychain-backed, atomic-write, + quota, eviction, deletion, and fail-closed schema checks; + - added GRDB schema version 21 with `kv_snapshot_manifest`, `kv_snapshot_blob`, + `kv_snapshot_reference`, `kv_snapshot_restore_attempt`, and `kv_snapshot_quarantine`; + - added GRDB commit/list/latest/restore-attempt/quarantine/model-delete/full-delete APIs and mappers; + - wired model deletion to remove associated KV snapshot rows before deleting the install; + - restore remains disabled by default through `TurboQuantKVSnapshotRestoreGate.pendingCompatibilityPair`. +- iOS lifecycle policy: + - confirmed the existing runtime bridge still handles memory warning and critical thermal pressure by + evicting prompt KV caches, cancelling active generation when required, unloading local runtime, and + applying constrained local-generation safety policy; + - Wave 4 snapshot restore remains gated and does not product-activate from lifecycle events. +- Documentation: + - updated the LM snapshot/speculative doc with the implemented W14A export/import contract; + - kept `compatibility-pair.json` pending with no Verified/Certified product claim or pin promotion. + +### Validation Completed + +- Pines: + - `swift build --disable-automatic-resolution` passed; + - `swift test --disable-automatic-resolution` passed 175 tests; + - `swift test --disable-automatic-resolution --filter TurboQuantWave4ContextMemoryTests` passed 7 tests; + - `swift test --disable-automatic-resolution --filter SnapshotSecurityPolicyTests` passed 6 tests; + - `swift test --disable-automatic-resolution --filter TurboQuantKVSnapshotStoreTests` passed 6 tests; + - `swift run --disable-automatic-resolution PinesCoreTestRunner` passed; + - `bash scripts/ci/check-mlx-package-pins.sh` passed; + - `compatibility-pair.json` and `compatibility-pair.schema.json` parsed as JSON; + - `git diff --check` passed; + - `bash scripts/ci/xcodegen.sh generate` passed; + - `bash scripts/ci/run-xcode-validation.sh prepare/generate/finalize` passed. +- `mlx-swift-lm`: + - `swift build --target MLXLMCommon` passed; + - `swift test --filter TurboQuantKVSnapshotTests` passed 6 tests; + - `swift test --filter TurboQuantCacheRuntimeSnapshotTests` passed 4 tests; + - `swift test --filter KVCacheTests` passed 39 tests; + - `swift test` passed the full package: XCTest phase 115 tests and Swift Testing phase 181 tests; + - `git diff --check` passed. +- `mlx-swift`: + - no Wave 4 code changes; branch remains clean on `tq/core-benchmark-json`. + +### Remaining Non-Green Gate + +- Full Xcode package/app validation is still blocked by the local + `xcodebuild -resolvePackageDependencies` phase. A Wave 4 resolve attempt printed the Xcode invocation + and then stalled without further progress; it was terminated, and no `xcodebuild` or `XCBBuildService` + processes remained afterward. +- App build/test phases were not run because they depend on that blocked Xcode package-resolution phase. +- The initial generated scheme drift was normalized by pinned XcodeGen generation and is retained as + generated scheme updates in the Wave 4 commit because `run-xcode-validation.sh generate` requires + the generated output. + +### Handoff Audit + +- Re-ran deterministic handoff validation before committing Wave 4. +- Pines validation passed: + - `git diff --check`; + - `swift build --disable-automatic-resolution`; + - `swift test --disable-automatic-resolution` passed 175 Swift Testing tests; + - `swift test --disable-automatic-resolution --filter TurboQuantWave4ContextMemoryTests` passed 7 tests; + - `swift test --disable-automatic-resolution --filter SnapshotSecurityPolicyTests` passed 6 tests; + - `swift test --disable-automatic-resolution --filter TurboQuantKVSnapshotStoreTests` passed 6 tests; + - `swift run --disable-automatic-resolution PinesCoreTestRunner`; + - `xcrun swiftc -parse` for changed app/runtime persistence files; + - `bash scripts/ci/check-mlx-package-pins.sh`; + - `compatibility-pair.json` JSON parse; + - `bash scripts/ci/xcodegen.sh generate`; + - `bash scripts/ci/run-xcode-validation.sh prepare/generate/finalize`. +- `mlx-swift-lm` validation passed: + - `git diff --check`; + - `swift build --target MLXLMCommon`; + - `swift test --filter TurboQuantKVSnapshotTests`; + - `swift test --filter TurboQuantCacheRuntimeSnapshotTests`; + - `swift test --filter KVCacheTests`; + - `swift test`. +- Confirmed `mlx-swift` has no Wave 4 diff and remains clean on `tq/core-benchmark-json`. +- Confirmed no `xcodebuild` or `XCBBuildService` processes remained after validation. From bde64e2eed1fe091675aa71e694cfdd984022421 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 14:14:23 +0200 Subject: [PATCH 14/80] Gate TurboQuant Wave 5 optimization evidence --- .../xcshareddata/xcschemes/Pines.xcscheme | 25 ++-- .../xcschemes/PinesWatch.xcscheme | 18 +-- Pines/App/PinesAppModel+Presentation.swift | 34 +++++ Pines/Persistence/GRDBPinesStore.swift | 7 ++ Pines/Runtime/MLXRuntimeBridge.swift | 1 + Pines/Views/Models/ModelsViewComponents.swift | 39 ++++++ .../Inference/RuntimeProfileEvidence.swift | 3 + .../PinesCore/Inference/RuntimeTypes.swift | 5 + .../Inference/TurboQuantBenchmarkReport.swift | 23 ++++ .../TurboQuantWave3EvidenceTests.swift | 48 +++++++ .../Wave5-changelog.md | 119 ++++++++++++++++++ 11 files changed, 306 insertions(+), 16 deletions(-) create mode 100644 docs/turboquant-implementation/Wave5-changelog.md diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme index d0cb4cc..640df9b 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme @@ -1,10 +1,11 @@ + version = "1.7"> + buildImplicitDependencies = "YES" + runPostActionsOnFailure = "NO"> @@ -57,7 +58,7 @@ @@ -69,12 +70,13 @@ selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" shouldUseLaunchSchemeArgsEnv = "YES" - codeCoverageEnabled = "YES"> + codeCoverageEnabled = "YES" + onlyGenerateCoverageForSpecifiedTargets = "NO"> @@ -92,7 +94,8 @@ + skipped = "NO" + parallelizable = "NO"> + + + + diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme index 10f7c9b..26fe3dd 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme @@ -1,10 +1,11 @@ + version = "1.7"> + buildImplicitDependencies = "YES" + runPostActionsOnFailure = "NO"> @@ -26,12 +27,13 @@ buildConfiguration = "Debug" selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" - shouldUseLaunchSchemeArgsEnv = "YES"> + shouldUseLaunchSchemeArgsEnv = "YES" + onlyGenerateCoverageForSpecifiedTargets = "NO"> @@ -54,11 +56,13 @@ + + diff --git a/Pines/App/PinesAppModel+Presentation.swift b/Pines/App/PinesAppModel+Presentation.swift index 86fb5fc..a5c049a 100644 --- a/Pines/App/PinesAppModel+Presentation.swift +++ b/Pines/App/PinesAppModel+Presentation.swift @@ -348,6 +348,40 @@ extension PinesAppModel { evidence.deviceClass == deviceClass else { return false } + guard let runtimeLayoutVersion = quantization.turboQuantLayoutVersion, + evidence.layoutVersion == runtimeLayoutVersion else { + return false + } + guard let admission else { + return false + } + let fallbackReserve = Int64( + admission.memoryPlan?.runtimeZones.fallbackReserveBytes + ?? Int(TurboQuantFallbackContract.defaultReserveBytes(for: mode)) + ) + let fallbackHash = TurboQuantFallbackContract.productDefault( + for: mode, + allowCloudRetry: false, + reserveBytes: fallbackReserve + ).contractHash + guard evidence.fallbackContractHash == fallbackHash else { + return false + } + if let attentionPath = quantization.activeAttentionPath, + evidence.activeAttentionPath != attentionPath { + return false + } + if let preset = quantization.preset, + evidence.turboQuantPreset != preset.rawValue { + return false + } + if let valueBits = quantization.turboQuantValueBits, + evidence.valueBits != valueBits { + return false + } + if evidence.groupSize != quantization.kvGroupSize { + return false + } } else if let evidenceRevision = evidence.modelRevision, let installRevision = install.revision, evidenceRevision != installRevision { diff --git a/Pines/Persistence/GRDBPinesStore.swift b/Pines/Persistence/GRDBPinesStore.swift index 0ec0b56..24e4712 100644 --- a/Pines/Persistence/GRDBPinesStore.swift +++ b/Pines/Persistence/GRDBPinesStore.swift @@ -1180,6 +1180,7 @@ actor GRDBPinesStore: osBuild: String? = nil, mode: TurboQuantUserMode, fallbackContractHash: String? = nil, + layoutVersion: Int? = nil, minimumContextTokens: Int = 0 ) async throws -> RuntimeProfileEvidence? { try await database.read { db in @@ -1221,6 +1222,12 @@ actor GRDBPinesStore: conditions.append("fallback_contract_hash = ?") _ = arguments.append(contentsOf: StatementArguments([fallbackContractHash])) } + if let layoutVersion { + conditions.append("layout_version = ?") + _ = arguments.append(contentsOf: StatementArguments([layoutVersion])) + } else { + conditions.append("layout_version IS NULL") + } return try Row.fetchOne( db, diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 650e439..23426c8 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -880,6 +880,7 @@ struct MLXRuntimeBridge: Sendable { turboQuantOptimizationPolicy: turboQuantDefaults?.optimizationPolicy ?? deviceProfile.turboQuantOptimizationPolicy, turboQuantValueBits: admission.useTurboQuant ? turboQuantDefaults?.valueBits : nil, + turboQuantLayoutVersion: admission.useTurboQuant ? 4 : nil, thermalDownshiftActive: deviceProfile.thermalDownshiftActive, runtimePressureReason: deviceProfile.runtimePressureReason, turboQuantProfileID: admission.useTurboQuant ? turboQuantDefaults?.profileID : nil, diff --git a/Pines/Views/Models/ModelsViewComponents.swift b/Pines/Views/Models/ModelsViewComponents.swift index c8f28ef..c842293 100644 --- a/Pines/Views/Models/ModelsViewComponents.swift +++ b/Pines/Views/Models/ModelsViewComponents.swift @@ -772,8 +772,14 @@ struct ModelDetailView: View { if let requestedBackend = quantization.requestedBackend { items.append(.init("Requested backend", requestedBackend.displayName)) } if let activeBackend = quantization.activeBackend { items.append(.init("Active backend", activeBackend.displayName)) } if let attentionPath = quantization.activeAttentionPath { items.append(.init("Attention path", attentionPath.displayName)) } + if let layoutVersion = quantization.turboQuantLayoutVersion { items.append(.init("Layout", "v\(layoutVersion)")) } if let kernelProfile = quantization.metalKernelProfile { items.append(.init("Kernel", kernelProfile.displayName)) } if let selfTest = quantization.metalSelfTestStatus { items.append(.init("MLX self-test", selfTest.displayName)) } + if let evidence = model.runtimeProfileEvidence { + items.append(.init("Evidence", evidence.evidenceLevel.displayTitle, systemImage: "checkmark.seal")) + items.append(.init("Evidence tuple", evidence.tupleSummary, systemImage: "number", copyable: true)) + items.append(.init("Evidence fallback hash", evidence.fallbackContractHash, systemImage: "number", copyable: true)) + } if let rawFallbackAllocated = quantization.rawFallbackAllocated { items.append(.init("Raw KV fallback", rawFallbackAllocated ? "Allocated" : "Not allocated")) } if quantization.runtimePressureReason != .none { items.append(.init("Pressure reason", quantization.runtimePressureReason.displayName)) @@ -1039,6 +1045,39 @@ private extension PinesModelStatus { } } +private extension RuntimeEvidenceLevel { + var displayTitle: String { + switch self { + case .unverified: + "Unverified" + case .smokeTested: + "Smoke tested" + case .verified: + "Verified" + case .certified: + "Certified" + case .revoked: + "Revoked" + } + } +} + +private extension RuntimeProfileEvidence { + var tupleSummary: String { + [ + turboQuantPreset.map { "preset=\($0)" }, + valueBits.map { "bits=\($0)" }, + groupSize.map { "group=\($0)" }, + layoutVersion.map { "layout=v\($0)" }, + activeAttentionPath.map { "path=\($0.rawValue)" }, + "mode=\(userMode.rawValue)", + "context=\(admittedContextTokens)", + ] + .compactMap(\.self) + .joined(separator: " ") + } +} + extension PinesModelPreview { var hasActiveDownload: Bool { downloadProgress?.isActive == true || install.state == .downloading || status == .indexing diff --git a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift index 49998e9..23e867f 100644 --- a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift +++ b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift @@ -173,6 +173,7 @@ public actor ProfileEvidenceStore { osBuild: String?, mode: TurboQuantUserMode, fallbackContractHash: String, + layoutVersion: Int?, minimumContextTokens: Int ) -> RuntimeProfileEvidence? { records.values @@ -187,6 +188,7 @@ public actor ProfileEvidenceStore { && (osBuild == nil || $0.osBuild == osBuild) && $0.userMode == mode && $0.fallbackContractHash == fallbackContractHash + && $0.layoutVersion == layoutVersion && $0.admittedContextTokens >= minimumContextTokens && $0.evidenceLevel.canMakeProductCompatibilityClaim && $0.revokedReason == nil @@ -282,6 +284,7 @@ public protocol TurboQuantEvidenceRepository: Sendable { osBuild: String?, mode: TurboQuantUserMode, fallbackContractHash: String?, + layoutVersion: Int?, minimumContextTokens: Int ) async throws -> RuntimeProfileEvidence? func listTurboQuantProfileEvidence(modelID: String?) async throws -> [RuntimeProfileEvidence] diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index 99dc5e6..b389bfb 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -834,6 +834,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { public var devicePerformanceClass: DevicePerformanceClass? public var turboQuantOptimizationPolicy: TurboQuantOptimizationPolicy public var turboQuantValueBits: Int? + public var turboQuantLayoutVersion: Int? public var thermalDownshiftActive: Bool public var runtimePressureReason: RuntimePressureReason public var turboQuantProfileID: String? @@ -866,6 +867,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { case devicePerformanceClass case turboQuantOptimizationPolicy case turboQuantValueBits + case turboQuantLayoutVersion case thermalDownshiftActive case runtimePressureReason case turboQuantProfileID @@ -899,6 +901,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { devicePerformanceClass: DevicePerformanceClass? = nil, turboQuantOptimizationPolicy: TurboQuantOptimizationPolicy = .auto, turboQuantValueBits: Int? = nil, + turboQuantLayoutVersion: Int? = nil, thermalDownshiftActive: Bool = false, runtimePressureReason: RuntimePressureReason = .none, turboQuantProfileID: String? = nil, @@ -930,6 +933,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { self.devicePerformanceClass = devicePerformanceClass self.turboQuantOptimizationPolicy = turboQuantOptimizationPolicy self.turboQuantValueBits = turboQuantValueBits + self.turboQuantLayoutVersion = turboQuantLayoutVersion self.thermalDownshiftActive = thermalDownshiftActive self.runtimePressureReason = runtimePressureReason self.turboQuantProfileID = turboQuantProfileID @@ -964,6 +968,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { devicePerformanceClass = try container.decodeIfPresent(DevicePerformanceClass.self, forKey: .devicePerformanceClass) turboQuantOptimizationPolicy = try container.decodeIfPresent(TurboQuantOptimizationPolicy.self, forKey: .turboQuantOptimizationPolicy) ?? .auto turboQuantValueBits = try container.decodeIfPresent(Int.self, forKey: .turboQuantValueBits) + turboQuantLayoutVersion = try container.decodeIfPresent(Int.self, forKey: .turboQuantLayoutVersion) thermalDownshiftActive = try container.decodeIfPresent(Bool.self, forKey: .thermalDownshiftActive) ?? false runtimePressureReason = try container.decodeIfPresent(RuntimePressureReason.self, forKey: .runtimePressureReason) ?? .none turboQuantProfileID = try container.decodeIfPresent(String.self, forKey: .turboQuantProfileID) diff --git a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift index 1a6d109..5b30c26 100644 --- a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift +++ b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift @@ -190,6 +190,7 @@ public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, S case unknownCompatibilityPairID(String) case missingFallbackContractHash case fallbackContractHashMismatch(String) + case layoutVersionMismatch(expected: [Int], actual: Int?) case missingBenchmarkSuiteID case qualityGateFailed(String?) case memoryGateFailed(String) @@ -207,6 +208,8 @@ public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, S "Benchmark report is missing a fallback-contract hash." case .fallbackContractHashMismatch(let hash): "Fallback-contract hash \(hash) is not accepted for release evidence." + case .layoutVersionMismatch(let expected, let actual): + "Benchmark layout version \(actual.map(String.init) ?? "nil") is not accepted for release evidence; expected one of \(expected)." case .missingBenchmarkSuiteID: "Benchmark report is missing a benchmark suite ID." case .qualityGateFailed(let reason): @@ -222,6 +225,7 @@ public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, S public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { public var acceptedCompatibilityPairIDs: Set public var acceptedFallbackContractHashes: Set + public var acceptedLayoutVersions: Set public var requestedEvidenceLevel: RuntimeEvidenceLevel public var allowVerifiedEvidence: Bool public var allowMemoryWarningsForVerified: Bool @@ -229,12 +233,14 @@ public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { public init( acceptedCompatibilityPairIDs: Set = [], acceptedFallbackContractHashes: Set = [], + acceptedLayoutVersions: Set = [], requestedEvidenceLevel: RuntimeEvidenceLevel = .smokeTested, allowVerifiedEvidence: Bool = false, allowMemoryWarningsForVerified: Bool = false ) { self.acceptedCompatibilityPairIDs = acceptedCompatibilityPairIDs self.acceptedFallbackContractHashes = acceptedFallbackContractHashes + self.acceptedLayoutVersions = acceptedLayoutVersions self.requestedEvidenceLevel = requestedEvidenceLevel self.allowVerifiedEvidence = allowVerifiedEvidence self.allowMemoryWarningsForVerified = allowMemoryWarningsForVerified @@ -339,6 +345,9 @@ public struct TurboQuantCoreBenchmarkMetrics: Hashable, Codable, Sendable { public var preset: String public var valueBits: Int? public var groupSize: Int + public var layoutVersion: Int? + public var scaleStorage: String? + public var warmupIterations: Int? public var firstTokenLatencyMS: Double? public var prefillTokensPerSecond: Double? public var decodeTokensPerSecondP50: Double? @@ -359,6 +368,9 @@ public struct TurboQuantCoreBenchmarkMetrics: Hashable, Codable, Sendable { preset: String, valueBits: Int? = nil, groupSize: Int, + layoutVersion: Int? = nil, + scaleStorage: String? = nil, + warmupIterations: Int? = nil, firstTokenLatencyMS: Double? = nil, prefillTokensPerSecond: Double? = nil, decodeTokensPerSecondP50: Double? = nil, @@ -378,6 +390,9 @@ public struct TurboQuantCoreBenchmarkMetrics: Hashable, Codable, Sendable { self.preset = preset self.valueBits = valueBits self.groupSize = max(1, groupSize) + self.layoutVersion = layoutVersion + self.scaleStorage = scaleStorage + self.warmupIterations = warmupIterations.map { max(0, $0) } self.firstTokenLatencyMS = firstTokenLatencyMS self.prefillTokensPerSecond = prefillTokensPerSecond self.decodeTokensPerSecondP50 = decodeTokensPerSecondP50 @@ -460,6 +475,7 @@ public struct TurboQuantCoreBenchmarkAdapter: Sendable { runtime.preset = runtime.preset ?? coreReport.metrics.preset runtime.valueBits = runtime.valueBits ?? coreReport.metrics.valueBits runtime.groupSize = runtime.groupSize ?? coreReport.metrics.groupSize + runtime.layoutVersion = runtime.layoutVersion ?? coreReport.metrics.layoutVersion runtime.attentionPath = runtime.attentionPath ?? coreReport.pathDecision?.selectedPath return TurboQuantBenchmarkReport( @@ -561,6 +577,13 @@ public struct TurboQuantBenchmarkImporter: Sendable { guard policy.acceptedFallbackContractHashes.contains(report.runtime.fallbackContractHash) else { throw TurboQuantBenchmarkImportFailure.fallbackContractHashMismatch(report.runtime.fallbackContractHash) } + guard let layoutVersion = report.runtime.layoutVersion, + policy.acceptedLayoutVersions.contains(layoutVersion) else { + throw TurboQuantBenchmarkImportFailure.layoutVersionMismatch( + expected: Array(policy.acceptedLayoutVersions).sorted(), + actual: report.runtime.layoutVersion + ) + } guard report.qualityGate.passed else { throw TurboQuantBenchmarkImportFailure.qualityGateFailed(report.qualityGate.gateReason) } diff --git a/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift index c7bea58..5d7f090 100644 --- a/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift @@ -73,6 +73,29 @@ struct TurboQuantWave3EvidenceTests { policy: TurboQuantBenchmarkImportPolicy( acceptedCompatibilityPairIDs: [report.compatibilityPairID], acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + ) + } + } + + @Test func benchmarkImporterRequiresAcceptedLayoutForVerifiedEvidence() throws { + let report = Self.report() + + #expect( + throws: TurboQuantBenchmarkImportFailure.layoutVersionMismatch( + expected: [5], + actual: report.runtime.layoutVersion + ) + ) { + _ = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [5], requestedEvidenceLevel: .verified, allowVerifiedEvidence: true ) @@ -108,6 +131,7 @@ struct TurboQuantWave3EvidenceTests { policy: TurboQuantBenchmarkImportPolicy( acceptedCompatibilityPairIDs: [report.compatibilityPairID], acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], requestedEvidenceLevel: .verified, allowVerifiedEvidence: true ) @@ -124,6 +148,7 @@ struct TurboQuantWave3EvidenceTests { osBuild: report.device.osBuild, mode: report.runtime.userMode, fallbackContractHash: report.runtime.fallbackContractHash, + layoutVersion: report.runtime.layoutVersion, minimumContextTokens: report.runtime.admittedContextTokens ) let wrongMode = await store.evidence( @@ -137,12 +162,29 @@ struct TurboQuantWave3EvidenceTests { osBuild: report.device.osBuild, mode: .batterySaver, fallbackContractHash: report.runtime.fallbackContractHash, + layoutVersion: report.runtime.layoutVersion, minimumContextTokens: report.runtime.admittedContextTokens ) #expect(found?.id == imported.evidence.id) #expect(wrongMode == nil) + let wrongLayout = await store.evidence( + modelID: report.model.id, + modelRevision: report.model.revision, + tokenizerHash: report.model.tokenizerHash, + profileHash: report.model.profileHash, + compatibilityPairID: report.compatibilityPairID, + deviceClass: report.device.deviceClass, + hardwareModel: report.device.hardwareModel, + osBuild: report.device.osBuild, + mode: report.runtime.userMode, + fallbackContractHash: report.runtime.fallbackContractHash, + layoutVersion: 5, + minimumContextTokens: report.runtime.admittedContextTokens + ) + #expect(wrongLayout == nil) + _ = await store.revoke(id: imported.evidence.id, reason: "test revoke") let revoked = await store.evidence( modelID: report.model.id, @@ -155,6 +197,7 @@ struct TurboQuantWave3EvidenceTests { osBuild: report.device.osBuild, mode: report.runtime.userMode, fallbackContractHash: report.runtime.fallbackContractHash, + layoutVersion: report.runtime.layoutVersion, minimumContextTokens: report.runtime.admittedContextTokens ) #expect(revoked == nil) @@ -193,6 +236,9 @@ struct TurboQuantWave3EvidenceTests { preset: "turbo4v2", valueBits: 4, groupSize: 64, + layoutVersion: 5, + scaleStorage: "float16", + warmupIterations: 2, firstTokenLatencyMS: 12, prefillTokensPerSecond: 900, decodeTokensPerSecondP50: 40, @@ -206,6 +252,7 @@ struct TurboQuantWave3EvidenceTests { ) var runtime = Self.report().runtime runtime.attentionPath = nil + runtime.layoutVersion = nil let context = TurboQuantCoreBenchmarkAdapterContext( compatibilityPairID: "pair-wave3", device: Self.report().device, @@ -223,6 +270,7 @@ struct TurboQuantWave3EvidenceTests { #expect(report.producer.repo == "mlx-swift") #expect(report.producer.commit == "core-commit") #expect(report.runtime.attentionPath == .onlineFused) + #expect(report.runtime.layoutVersion == 5) #expect(report.metrics.compressedKVBytes == 512) #expect(report.metrics.decodedFallbackScratchBytes == 256) } diff --git a/docs/turboquant-implementation/Wave5-changelog.md b/docs/turboquant-implementation/Wave5-changelog.md new file mode 100644 index 0000000..ee7ee08 --- /dev/null +++ b/docs/turboquant-implementation/Wave5-changelog.md @@ -0,0 +1,119 @@ +# Wave 5 Changelog + +Read this alongside: + +- `14-worker-launch-schedule.md` +- `15-pr-merge-plan.md` +- `08-worker-ownership.md` +- `06-quality-gates.md` +- `07-benchmark-evidence.md` +- `12-validation-and-release-gates.md` +- `mlx-swift/docs/turboquant-implementation/layout-v5-kernels.md` + +This file tracks Wave 5 optimization implementation after the completed Wave 4 context and persistence handoff. + +## 2026-05-25 + +### Start State + +- Pines Wave 5 branch: `tq/wave5-optimization-evidence`. +- Pines branch base: `f001c8a` from `tq/wave4-context-persistence`. +- `mlx-swift` Wave 5 branch: `tq/layout-v5-kernels`. +- `mlx-swift` branch base: `6a5d5d8` from `tq/core-benchmark-json`. +- `mlx-swift-lm` Wave 5 validation branch: `tq/lm-wave5-validation`. +- `mlx-swift-lm` branch base: `76eabed` from `tq/lm-kv-snapshots`. +- `compatibility-pair.json` remains `pending`; Wave 5 must not promote Verified/Certified product claims without a green compatibility pair and evidence. +- Full Xcode package/app validation remains blocked by the known local `xcodebuild -resolvePackageDependencies` stall. + +### Wave 5 Scope + +- W13: `mlx-swift` Layout V5, kernel warmup, fused specializations, hidden-copy audit, and benchmark evidence. +- Optimization evidence update: before/after V4/V5 benchmark evidence, QualityGate preservation, memory calibration preservation, and exact-tuple gating in Pines. +- LM validation sidecar: confirm profile, benchmark, cache, and snapshot behavior against a W13 candidate without changing product activation. + +### Constraints + +- Layout V5 must remain feature-gated and off by default. +- V4 layout compatibility must remain intact. +- Unsupported dimensions must fall back safely or produce typed rejected-path reasons before Metal dispatch. +- Hidden full-cache K/V copies remain release-blocking. +- QualityGate must remain green for any optimization claim. +- No production pin promotion in Wave 5. +- Do not edit `project.yml`, `Package.resolved`, or Pines production pins from Wave 5 worker branches. +- Generated Xcode scheme normalization may be retained only when it is produced by the required XcodeGen validation cycle and no production pin files change. + +### Progress + +- Created Wave 5 branches from the clean Wave 4 handoff heads. +- Created this Wave 5 progress log before implementation edits. +- Launched parallel read-only planning workers for: + - core W13 optimization branch port/audit; + - Pines exact-tuple evidence and UI implications; + - LM validation and snapshot/profile compatibility. + +### Implementation Progress + +- W13 core: + - added an opt-in `TurboQuantAttentionLayout.nextVersion == 5` while keeping V4 as the default/current write layout; + - added V5-only fp16 attention scale storage support and storage-estimate accounting; + - hardened empty-code allocation so manually constructed V5 layouts still require explicit V5 opt-in; + - kept legacy `TurboQuantConfiguration` decoding compatible by defaulting missing Wave 5 fields to V4 behavior; + - kept V4 validation strict to float32 scale storage while allowing V5 to validate float16 or float32 scales; + - added benchmark JSON fields for `layoutVersion`, `scaleStorage`, and warmup iterations; + - kept `TurboQuantHiddenCopyAudit.currentW3` stable and added `currentW5` for Layout V5 fp16 scale-table coverage; + - added tests for V5 opt-in, V5 fp16 scale validation, V4 rejection of fp16 scales, and V5 storage savings. +- Pines evidence: + - benchmark import policy now requires an accepted layout version before Verified/Certified evidence can be imported; + - core benchmark JSON adapter carries `layoutVersion`, `scaleStorage`, and warmup metadata from the core report; + - runtime profiles expose the active TurboQuant layout version for exact tuple matching; + - profile-evidence lookup and claim-capable UI matching include layout version, fallback hash, preset, value bits, group size, and attention path; + - model runtime details now display the matched evidence tuple and fallback-contract hash; + - app-side product-claim evidence matching derives the fallback-contract hash from the request admission memory reserve/default mode reserve and no longer depends on a non-existent admission fallback-contract field. +- LM validation worker reported no LM code changes are required while V5 remains opt-in and `TurboQuantAttentionLayout.currentVersion` remains V4. + +### Benchmark Smoke Evidence + +- `mlx-swift` V4 default CLI smoke: + - command: `swift run TurboQuantBenchmark --json --iterations 1 --warmup 1 --context 64 --head-dim 128 --query-length 1`; + - selected path: `onlineFused`; + - layout: `4`, scale storage: `float32`; + - compressed KV bytes: `23556`; + - storage estimate scale bytes: `5120`; + - hidden-copy audit: `pass`. +- `mlx-swift` V5 opt-in CLI smoke: + - command: `swift run TurboQuantBenchmark --json --iterations 1 --warmup 1 --context 64 --head-dim 128 --query-length 1 --layout-version 5 --enable-layout-v5 --scale-storage float16`; + - selected path: `onlineFused`; + - layout: `5`, scale storage: `float16`; + - compressed KV bytes: `20996`; + - storage estimate scale bytes: `2560`; + - hidden-copy audit: `pass`. +- The CLI smoke evidence is implementation evidence only. `compatibility-pair.json` remains `pending`; no Verified/Certified claim or pin promotion was made. + +### Validation Progress + +- `mlx-swift`: + - `swift test --filter TurboQuantValidationTests` passed 7 tests; + - `swift test --filter TurboQuantBenchmarkReportTests` passed 5 tests; + - `swift test --filter TurboQuantContractsTests` passed 6 tests; + - `swift test --filter QuantizationTests` passed 53 tests; + - `swift build --target TurboQuantBenchmark` passed; + - full `swift test` remains non-green because `MLXArrayIndexingTests.testFullIndexReadArray` trips an existing Metal library build failure in `reduce.h` (`general_reduce_looped_5_reduce_sumint32`), before any Wave 5 tests are involved. +- Pines: + - `swift build --disable-automatic-resolution` passed; + - `swift test --disable-automatic-resolution --filter TurboQuantWave3EvidenceTests` passed 15 tests; + - full `swift test --disable-automatic-resolution` passed 176 tests; + - `swift run --disable-automatic-resolution PinesCoreTestRunner` passed; + - changed app files parsed with `xcrun swiftc -parse`; + - `scripts/ci/check-mlx-package-pins.sh` passed; + - `python3 -m json.tool` passed for `compatibility-pair.json` and `compatibility-pair.schema.json`; + - `scripts/ci/xcodegen.sh generate` passed; + - `scripts/ci/run-xcode-validation.sh prepare`, `generate`, and `finalize` passed; + - generated Xcode scheme normalization is retained from the validation cycle; `project.yml`, `Package.resolved`, and compatibility-pair state were not promoted. +- `mlx-swift-lm`: + - `swift build --target MLXLMCommon` passed; + - `swift test --filter TurboQuant` passed the TurboQuant-focused runtime/snapshot/profile set; + - full `swift test` passed: 115 XCTest tests plus 181 Swift Testing tests. +- Hygiene: + - `git diff --check` passed in `mlx-swift`, `pines`, and `mlx-swift-lm`. +- Remaining known non-green gate: + - `xcodebuild -resolvePackageDependencies -project Pines.xcodeproj -scheme Pines` still stalls locally; a bounded 60-second run was terminated and no `xcodebuild` or `XCBBuildService` processes remained afterward. From fdf6593dbf8ca84ce027c2696abf9976ef8ce13a Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 14:48:04 +0200 Subject: [PATCH 15/80] Add TurboQuant speculative runtime gates --- Pines/App/PinesAppModel+Presentation.swift | 27 + .../Persistence/GRDBPinesStore+Mapping.swift | 3 + Pines/Persistence/GRDBPinesStore.swift | 17 +- Pines/Runtime/MLXRuntimeBridge.swift | 151 +++++- Pines/Views/Models/ModelsViewComponents.swift | 24 + .../PinesCore/Inference/InferenceTypes.swift | 15 + .../Inference/LocalRuntimeAdmission.swift | 18 +- .../Inference/RuntimeMemoryZones.swift | 18 + .../Inference/RuntimeProfileEvidence.swift | 13 + .../PinesCore/Inference/RuntimeTypes.swift | 44 +- .../Inference/TurboQuantBenchmarkReport.swift | 39 +- .../Inference/TurboQuantRunDecision.swift | 10 + .../Inference/TurboQuantSchemaRegistry.swift | 6 + .../Inference/TurboQuantSpeculative.swift | 478 ++++++++++++++++++ .../Persistence/DatabaseSchema.swift | 8 +- Sources/PinesCoreTestRunner/main.swift | 5 +- Tests/PinesCoreTests/CoreContractTests.swift | 10 +- .../TurboQuantWave6SpeculativeTests.swift | 306 +++++++++++ .../Wave6-changelog.md | 89 ++++ 19 files changed, 1250 insertions(+), 31 deletions(-) create mode 100644 Sources/PinesCore/Inference/TurboQuantSpeculative.swift create mode 100644 Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift create mode 100644 docs/turboquant-implementation/Wave6-changelog.md diff --git a/Pines/App/PinesAppModel+Presentation.swift b/Pines/App/PinesAppModel+Presentation.swift index a5c049a..d105577 100644 --- a/Pines/App/PinesAppModel+Presentation.swift +++ b/Pines/App/PinesAppModel+Presentation.swift @@ -332,6 +332,7 @@ extension PinesAppModel { let admission = quantization.turboQuantAdmission let mode = admission?.selectedMode ?? quantization.turboQuantUserMode let requiredContext = admission?.admittedContextLength ?? quantization.maxKVSize ?? 0 + let requestedSpeculativeDimensions = speculativeEvidenceDimensions(for: runtimeProfile) return records .filter { evidence in @@ -394,6 +395,9 @@ extension PinesAppModel { guard evidence.userMode == mode else { return false } + guard (evidence.speculativeDimensions ?? .disabled).matches(requestedSpeculativeDimensions) else { + return false + } guard evidence.admittedContextTokens >= requiredContext else { return false } @@ -403,6 +407,29 @@ extension PinesAppModel { .first } + nonisolated static func speculativeEvidenceDimensions(for runtimeProfile: RuntimeProfile) -> TurboQuantSpeculativeEvidenceDimensions { + let quantization = runtimeProfile.quantization + if let telemetry = quantization.turboQuantSpeculativeTelemetry { + return telemetry.dimensions + } + if let settings = runtimeProfile.speculativeSettings ?? quantization.turboQuantSpeculativeSettings, + settings.enabled { + return TurboQuantSpeculativeEvidenceDimensions( + enabled: true, + draftModelID: settings.draftModelID ?? runtimeProfile.speculativeDraftModelID?.rawValue, + draftModelRevision: settings.draftModelRevision, + maxDraftTokens: settings.maxDraftTokens + ) + } + if runtimeProfile.speculativeDecodingEnabled { + return TurboQuantSpeculativeEvidenceDimensions( + enabled: true, + draftModelID: runtimeProfile.speculativeDraftModelID?.rawValue + ) + } + return .disabled + } + nonisolated static func downloadingFirst(_ previews: [PinesModelPreview]) -> [PinesModelPreview] { previews.enumerated() .sorted { lhs, rhs in diff --git a/Pines/Persistence/GRDBPinesStore+Mapping.swift b/Pines/Persistence/GRDBPinesStore+Mapping.swift index baa9a50..1b6aa86 100644 --- a/Pines/Persistence/GRDBPinesStore+Mapping.swift +++ b/Pines/Persistence/GRDBPinesStore+Mapping.swift @@ -156,6 +156,9 @@ extension GRDBPinesStore { groupSize: row["group_size"] as Int?, layoutVersion: row["layout_version"] as Int?, activeAttentionPath: (row["active_attention_path"] as String?).flatMap(TurboQuantAttentionPath.init(rawValue:)), + speculativeDimensions: decodeJSON(row["speculative_dimensions_json"] as String?), + speculativeTelemetry: decodeJSON(row["speculative_telemetry_json"] as String?), + speculativeAutoDisableDecision: decodeJSON(row["speculative_auto_disable_json"] as String?), admittedContextTokens: row["admitted_context_tokens"], peakMemoryBytes: row["peak_memory_bytes"], promptTokensPerSecond: row["prompt_tokens_per_second"] as Double?, diff --git a/Pines/Persistence/GRDBPinesStore.swift b/Pines/Persistence/GRDBPinesStore.swift index 24e4712..3601a0a 100644 --- a/Pines/Persistence/GRDBPinesStore.swift +++ b/Pines/Persistence/GRDBPinesStore.swift @@ -1102,11 +1102,12 @@ actor GRDBPinesStore: model_revision, tokenizer_hash, profile_hash, fallback_contract_hash, device_class, hardware_model, os_build, user_mode, turboquant_preset, value_bits, group_size, layout_version, active_attention_path, + speculative_dimensions_json, speculative_telemetry_json, speculative_auto_disable_json, admitted_context_tokens, peak_memory_bytes, prompt_tokens_per_second, decode_tokens_per_second_p50, decode_tokens_per_second_p95, first_token_latency_ms, quality_gate_json, memory_calibration_sample_id, revoked_reason, created_at) - VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) ON CONFLICT(id) DO UPDATE SET evidence_level = excluded.evidence_level, compatibility_pair_id = excluded.compatibility_pair_id, @@ -1124,6 +1125,9 @@ actor GRDBPinesStore: group_size = excluded.group_size, layout_version = excluded.layout_version, active_attention_path = excluded.active_attention_path, + speculative_dimensions_json = excluded.speculative_dimensions_json, + speculative_telemetry_json = excluded.speculative_telemetry_json, + speculative_auto_disable_json = excluded.speculative_auto_disable_json, admitted_context_tokens = excluded.admitted_context_tokens, peak_memory_bytes = excluded.peak_memory_bytes, prompt_tokens_per_second = excluded.prompt_tokens_per_second, @@ -1154,6 +1158,9 @@ actor GRDBPinesStore: evidence.groupSize, evidence.layoutVersion, evidence.activeAttentionPath?.rawValue, + Self.encodeJSON(evidence.speculativeDimensions), + Self.encodeJSON(evidence.speculativeTelemetry), + Self.encodeJSON(evidence.speculativeAutoDisableDecision), evidence.admittedContextTokens, evidence.peakMemoryBytes, evidence.promptTokensPerSecond, @@ -1181,6 +1188,7 @@ actor GRDBPinesStore: mode: TurboQuantUserMode, fallbackContractHash: String? = nil, layoutVersion: Int? = nil, + speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? = nil, minimumContextTokens: Int = 0 ) async throws -> RuntimeProfileEvidence? { try await database.read { db in @@ -1228,6 +1236,13 @@ actor GRDBPinesStore: } else { conditions.append("layout_version IS NULL") } + if let speculativeDimensions { + conditions.append("speculative_dimensions_json = ?") + _ = arguments.append(contentsOf: StatementArguments([Self.encodeJSON(speculativeDimensions) ?? "null"])) + } else { + conditions.append("(speculative_dimensions_json IS NULL OR speculative_dimensions_json = ?)") + _ = arguments.append(contentsOf: StatementArguments([Self.encodeJSON(TurboQuantSpeculativeEvidenceDimensions.disabled) ?? "null"])) + } return try Row.fetchOne( db, diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 23426c8..942efa5 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -428,7 +428,7 @@ struct MLXRuntimeBridge: Sendable { metadata[key] = String(value) } - private static func metadataJSON(_ value: Value) -> String? { + fileprivate static func metadataJSON(_ value: Value) -> String? { let encoder = JSONEncoder() encoder.outputFormatting = [.sortedKeys] encoder.dateEncodingStrategy = .iso8601 @@ -436,7 +436,7 @@ struct MLXRuntimeBridge: Sendable { return String(data: data, encoding: .utf8) } - private static func minimalContextAssemblyPlan( + fileprivate static func minimalContextAssemblyPlan( exactInputTokens: Int, reservedCompletionTokens: Int, historyMessageCount: Int, @@ -454,7 +454,7 @@ struct MLXRuntimeBridge: Sendable { ) } - private static func localRuntimeAdmissionPlan( + fileprivate static func localRuntimeAdmissionPlan( request: ChatRequest, install: ModelInstall?, profile: RuntimeProfile, @@ -537,7 +537,7 @@ struct MLXRuntimeBridge: Sendable { return LocalRuntimeAdmissionService().admit(admissionRequest) } - private static func localFailureKind(from error: Error) -> LocalInferenceFailureKind { + fileprivate static func localFailureKind(from error: Error) -> LocalInferenceFailureKind { if let inferenceError = error as? InferenceError { switch inferenceError { case .invalidRequest: @@ -585,7 +585,7 @@ struct MLXRuntimeBridge: Sendable { } #if canImport(MLXLMCommon) - private static func appendTurboQuantWave2Metadata( + fileprivate static func appendTurboQuantWave2Metadata( to metadata: inout [String: String], cache: [KVCache]?, request: ChatRequest, @@ -598,11 +598,14 @@ struct MLXRuntimeBridge: Sendable { failureKind: LocalInferenceFailureKind? = nil, failureMessage: String? = nil, inputTokens: Int? = nil, - outputTokens: Int? = nil + outputTokens: Int? = nil, + speculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil, + speculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? = nil ) { guard profile.quantization.kvCacheStrategy == .turboQuant || admissionPlan != nil || contextPlan != nil + || speculativeTelemetry != nil else { return } let snapshot = cache?.compactMap { ($0 as? TurboQuantCompressedKVCacheProtocol)?.runtimeSnapshot() }.first @@ -675,6 +678,8 @@ struct MLXRuntimeBridge: Sendable { compressedValueBytes: snapshot.map { Int64($0.valueBytes) }, inputTokens: inputTokens ?? contextPlan?.exactInputTokens, outputTokens: outputTokens, + speculativeTelemetry: speculativeTelemetry, + speculativeAutoDisableDecision: speculativeAutoDisableDecision, contextAssemblyPlanID: contextPlan?.id, memoryCalibrationSampleID: calibrationSample.id.uuidString ) @@ -706,6 +711,13 @@ struct MLXRuntimeBridge: Sendable { + admissionPlan.memoryZones.decodedFallbackScratchBytes ) } + if let speculativeTelemetry { + appendSpeculativeMetadata( + to: &metadata, + telemetry: speculativeTelemetry, + decision: speculativeAutoDisableDecision + ) + } metadata[LocalProviderMetadataKeys.turboQuantRunDecisionID] = decision.decisionID metadata[LocalProviderMetadataKeys.turboQuantRunDecisionJSON] = metadataJSON(decision) metadata[LocalProviderMetadataKeys.turboQuantMemoryCalibrationSampleID] = @@ -728,6 +740,95 @@ struct MLXRuntimeBridge: Sendable { metadataJSON(failureEvent) } } + + fileprivate static func speculativeTelemetry( + from info: GenerateCompletionInfo?, + profile: RuntimeProfile + ) -> ( + telemetry: TurboQuantSpeculativeTelemetry?, + decision: TurboQuantSpeculativeAutoDisableDecision? + ) { + guard let metrics = info?.speculativeAcceptanceMetrics else { + return (nil, nil) + } + let settings = profile.speculativeSettings ?? profile.quantization.turboQuantSpeculativeSettings + guard profile.quantization.kvCacheStrategy == .turboQuant + || profile.speculativeDecodingEnabled + || settings?.enabled == true + else { + return (nil, nil) + } + let dimensions = TurboQuantSpeculativeEvidenceDimensions( + enabled: true, + draftModelID: settings?.draftModelID ?? profile.speculativeDraftModelID?.rawValue, + draftModelRevision: settings?.draftModelRevision, + tokenizerCompatible: settings?.requireTokenizerCompatibility == false ? nil : true, + maxDraftTokens: settings?.maxDraftTokens + ) + let telemetry = TurboQuantSpeculativeTelemetry( + state: .active, + dimensions: dimensions, + proposedTokenCount: metrics.proposedDraftTokens, + acceptedTokenCount: metrics.acceptedDraftTokens, + rejectedTokenCount: metrics.rejectedDraftTokens, + targetVerifiedTokenCount: metrics.emittedTokens, + rollbackCount: 0, + targetSequenceMatched: true, + tokenizerCompatible: dimensions.tokenizerCompatible + ) + let policy = settings?.autoDisablePolicy ?? .productDefault + return (telemetry, policy.evaluate(telemetry)) + } + + fileprivate static func appendSpeculativeMetadata( + to metadata: inout [String: String], + telemetry: TurboQuantSpeculativeTelemetry, + decision: TurboQuantSpeculativeAutoDisableDecision? + ) { + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeState] = telemetry.state.rawValue + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeEnabled] = + String(telemetry.dimensions.enabled) + if let draftModelID = telemetry.dimensions.draftModelID { + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeDraftModelID] = draftModelID + } + if let draftModelRevision = telemetry.dimensions.draftModelRevision { + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeDraftModelRevision] = + draftModelRevision + } + if let pairingHash = telemetry.dimensions.pairingHash { + metadata[LocalProviderMetadataKeys.turboQuantSpeculativePairingHash] = pairingHash + } + if let tokenizerCompatible = telemetry.tokenizerCompatible { + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeTokenizerCompatible] = + String(tokenizerCompatible) + } + if let acceptanceRate = telemetry.acceptanceRate { + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeAcceptanceRate] = + String(acceptanceRate) + } + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeProposedTokens] = + String(telemetry.proposedTokenCount) + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeAcceptedTokens] = + String(telemetry.acceptedTokenCount) + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeRejectedTokens] = + String(telemetry.rejectedTokenCount) + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeRollbackCount] = + String(telemetry.rollbackCount) + if let disabledReason = telemetry.disabledReason { + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeDisableReason] = + disabledReason.rawValue + } + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeTelemetryJSON] = + metadataJSON(telemetry) + if let decision { + if decision.shouldDisable { + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeDisableReason] = + decision.reason.rawValue + } + metadata[LocalProviderMetadataKeys.turboQuantSpeculativeAutoDisableJSON] = + metadataJSON(decision) + } + } #endif var isLinked: Bool { @@ -2778,14 +2879,14 @@ private actor MLXRuntimeState { input = try await context.processor.prepare(input: userInput) } let prepareElapsedSeconds = Date().timeIntervalSince(prepareStartedAt) - var turboQuantContextPlan = Self.minimalContextAssemblyPlan( + var turboQuantContextPlan = MLXRuntimeBridge.minimalContextAssemblyPlan( exactInputTokens: input.text.tokens.size, reservedCompletionTokens: generationPlan.reservedCompletionTokens, historyMessageCount: historyMessages.count + 1, reducedHistoryForContext: reducedHistoryForContext ) let admissionMemoryCounters = deviceMonitor.memoryCounters() - var turboQuantAdmissionPlan = Self.localRuntimeAdmissionPlan( + var turboQuantAdmissionPlan = MLXRuntimeBridge.localRuntimeAdmissionPlan( request: request, install: install, profile: profile, @@ -2799,7 +2900,7 @@ private actor MLXRuntimeState { if let admissionPlan = turboQuantAdmissionPlan, !admissionPlan.admitted { var failureMetadata: [String: String] = [:] - Self.appendTurboQuantWave2Metadata( + MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &failureMetadata, cache: nil, request: request, @@ -2837,7 +2938,7 @@ private actor MLXRuntimeState { ) { let message = "This local request needs \(input.text.tokens.size + generationPlan.reservedCompletionTokens) tokens (\(input.text.tokens.size) prompt + \(generationPlan.reservedCompletionTokens) completion), but \(request.modelID.rawValue) is admitted for \(maxContextTokens). Shorten the latest message or reduce local completion tokens." var failureMetadata: [String: String] = [:] - Self.appendTurboQuantWave2Metadata( + MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &failureMetadata, cache: nil, request: request, @@ -2866,13 +2967,13 @@ private actor MLXRuntimeState { return (tokenCount: 0, finish: nil, terminalFailureEmitted: true) } } - turboQuantContextPlan = Self.minimalContextAssemblyPlan( + turboQuantContextPlan = MLXRuntimeBridge.minimalContextAssemblyPlan( exactInputTokens: input.text.tokens.size, reservedCompletionTokens: generationPlan.reservedCompletionTokens, historyMessageCount: historyMessages.count + 1, reducedHistoryForContext: reducedHistoryForContext ) - turboQuantAdmissionPlan = Self.localRuntimeAdmissionPlan( + turboQuantAdmissionPlan = MLXRuntimeBridge.localRuntimeAdmissionPlan( request: request, install: install, profile: profile, @@ -2885,7 +2986,7 @@ private actor MLXRuntimeState { if let admissionPlan = turboQuantAdmissionPlan, !admissionPlan.admitted { var failureMetadata: [String: String] = [:] - Self.appendTurboQuantWave2Metadata( + MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &failureMetadata, cache: nil, request: request, @@ -2922,7 +3023,7 @@ private actor MLXRuntimeState { ) { let message = "This local request needs \(input.text.tokens.size + generationPlan.reservedCompletionTokens) tokens (\(input.text.tokens.size) prompt + \(generationPlan.reservedCompletionTokens) completion), but \(request.modelID.rawValue) is admitted for \(maxContextTokens). Shorten the latest message or reduce local completion tokens." var failureMetadata: [String: String] = [:] - Self.appendTurboQuantWave2Metadata( + MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &failureMetadata, cache: nil, request: request, @@ -2997,10 +3098,10 @@ private actor MLXRuntimeState { contextMetadata[LocalProviderMetadataKeys.turboQuantContextAssemblyPlanID] = turboQuantContextPlan.id contextMetadata[LocalProviderMetadataKeys.turboQuantContextAssemblyPlanJSON] = - Self.metadataJSON(turboQuantContextPlan) + MLXRuntimeBridge.metadataJSON(turboQuantContextPlan) if let turboQuantAdmissionPlan { contextMetadata[LocalProviderMetadataKeys.turboQuantAdmissionPlanJSON] = - Self.metadataJSON(turboQuantAdmissionPlan) + MLXRuntimeBridge.metadataJSON(turboQuantAdmissionPlan) contextMetadata[LocalProviderMetadataKeys.turboQuantFallbackContractHash] = turboQuantAdmissionPlan.fallbackContract.contractHash contextMetadata[LocalProviderMetadataKeys.turboQuantSelectedMode] = @@ -3195,7 +3296,7 @@ private actor MLXRuntimeState { ) providerMetadata.merge(contextMetadata) { _, new in new } latestTurboQuantOutputTokens = tokenCount - Self.appendTurboQuantWave2Metadata( + MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &providerMetadata, cache: cache, request: request, @@ -3301,8 +3402,12 @@ private actor MLXRuntimeState { partitionSummary: partitionSummary ) providerMetadata.merge(contextMetadata) { _, new in new } + let speculative = MLXRuntimeBridge.speculativeTelemetry( + from: completionInfo, + profile: profile + ) latestTurboQuantOutputTokens = completionInfo.generationTokenCount - Self.appendTurboQuantWave2Metadata( + MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &providerMetadata, cache: cache, request: request, @@ -3313,7 +3418,9 @@ private actor MLXRuntimeState { memoryCounters: deviceMonitor.memoryCounters(), outcome: .admittedSucceeded, inputTokens: input.text.tokens.size, - outputTokens: completionInfo.generationTokenCount + outputTokens: completionInfo.generationTokenCount, + speculativeTelemetry: speculative.telemetry, + speculativeAutoDisableDecision: speculative.decision ) latestTurboQuantFailureMetadata = providerMetadata let resolvedFinishReason = Self.finishReason( @@ -3342,7 +3449,7 @@ private actor MLXRuntimeState { ) providerMetadata.merge(contextMetadata) { _, new in new } latestTurboQuantOutputTokens = tokenCount - Self.appendTurboQuantWave2Metadata( + MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &providerMetadata, cache: cache, request: request, @@ -3379,11 +3486,11 @@ private actor MLXRuntimeState { } catch { let reportedError = Self.localRuntimeFailure(from: error) let failureMessage = reportedError.localizedDescription - let failureKind = Self.localFailureKind(from: error) + let failureKind = MLXRuntimeBridge.localFailureKind(from: error) let calibrationOutcome: RuntimeMemoryCalibrationOutcome = failureKind == .fallbackBudgetExceeded ? .fallbackBudgetExceeded : .runtimeFailed var failureMetadata = latestTurboQuantFailureMetadata - Self.appendTurboQuantWave2Metadata( + MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &failureMetadata, cache: nil, request: request, diff --git a/Pines/Views/Models/ModelsViewComponents.swift b/Pines/Views/Models/ModelsViewComponents.swift index c842293..00cbcd7 100644 --- a/Pines/Views/Models/ModelsViewComponents.swift +++ b/Pines/Views/Models/ModelsViewComponents.swift @@ -773,6 +773,29 @@ struct ModelDetailView: View { if let activeBackend = quantization.activeBackend { items.append(.init("Active backend", activeBackend.displayName)) } if let attentionPath = quantization.activeAttentionPath { items.append(.init("Attention path", attentionPath.displayName)) } if let layoutVersion = quantization.turboQuantLayoutVersion { items.append(.init("Layout", "v\(layoutVersion)")) } + if model.runtimeProfile.speculativeDecodingEnabled + || quantization.turboQuantSpeculativeSettings?.enabled == true + || quantization.turboQuantSpeculativeTelemetry != nil { + let telemetry = quantization.turboQuantSpeculativeTelemetry + let state = telemetry?.state.displayName + ?? (model.runtimeProfile.speculativeDecodingEnabled ? "Eligible" : "Disabled") + items.append(.init("Speculative decode", state, systemImage: "bolt.badge.clock")) + if let draft = model.runtimeProfile.speculativeDraftModelID?.rawValue + ?? quantization.turboQuantSpeculativeSettings?.draftModelID { + items.append(.init("Draft model", draft, systemImage: "rectangle.stack.badge.play", copyable: true)) + } + if let acceptanceRate = telemetry?.acceptanceRate { + items.append(.init("Acceptance", acceptanceRate.formatted(.percent.precision(.fractionLength(1))), systemImage: "checkmark.circle")) + } + if let decision = quantization.turboQuantSpeculativeAutoDisableDecision, + decision.shouldDisable { + items.append(.init("Speculative policy", decision.reason.displayName, systemImage: "pause.circle", copyable: true)) + } + } + let designOnlyGates = quantization.turboQuantPlatformFeatureGates.filter { !$0.isProductActive } + if !designOnlyGates.isEmpty { + items.append(.init("Platform gates", "\(designOnlyGates.count) disabled", systemImage: "lock.shield")) + } if let kernelProfile = quantization.metalKernelProfile { items.append(.init("Kernel", kernelProfile.displayName)) } if let selfTest = quantization.metalSelfTestStatus { items.append(.init("MLX self-test", selfTest.displayName)) } if let evidence = model.runtimeProfileEvidence { @@ -1070,6 +1093,7 @@ private extension RuntimeProfileEvidence { groupSize.map { "group=\($0)" }, layoutVersion.map { "layout=v\($0)" }, activeAttentionPath.map { "path=\($0.rawValue)" }, + speculativeDimensions?.tupleSummaryParts.joined(separator: " "), "mode=\(userMode.rawValue)", "context=\(admittedContextTokens)", ] diff --git a/Sources/PinesCore/Inference/InferenceTypes.swift b/Sources/PinesCore/Inference/InferenceTypes.swift index 3c62ad2..e0383f2 100644 --- a/Sources/PinesCore/Inference/InferenceTypes.swift +++ b/Sources/PinesCore/Inference/InferenceTypes.swift @@ -48,6 +48,21 @@ public enum LocalProviderMetadataKeys { public static let turboQuantFailureEventJSON = "local.turboquant.failure_event_json" public static let turboQuantMemoryCalibrationSampleID = "local.turboquant.memory_calibration_sample_id" public static let turboQuantMemoryCalibrationSampleJSON = "local.turboquant.memory_calibration_sample_json" + public static let turboQuantSpeculativeState = "local.turboquant.speculative.state" + public static let turboQuantSpeculativeEnabled = "local.turboquant.speculative.enabled" + public static let turboQuantSpeculativeDraftModelID = "local.turboquant.speculative.draft_model_id" + public static let turboQuantSpeculativeDraftModelRevision = "local.turboquant.speculative.draft_model_revision" + public static let turboQuantSpeculativePairingHash = "local.turboquant.speculative.pairing_hash" + public static let turboQuantSpeculativeTokenizerCompatible = "local.turboquant.speculative.tokenizer_compatible" + public static let turboQuantSpeculativeAcceptanceRate = "local.turboquant.speculative.acceptance_rate" + public static let turboQuantSpeculativeProposedTokens = "local.turboquant.speculative.proposed_tokens" + public static let turboQuantSpeculativeAcceptedTokens = "local.turboquant.speculative.accepted_tokens" + public static let turboQuantSpeculativeRejectedTokens = "local.turboquant.speculative.rejected_tokens" + public static let turboQuantSpeculativeRollbackCount = "local.turboquant.speculative.rollback_count" + public static let turboQuantSpeculativeDisableReason = "local.turboquant.speculative.disable_reason" + public static let turboQuantSpeculativeTelemetryJSON = "local.turboquant.speculative.telemetry_json" + public static let turboQuantSpeculativeAutoDisableJSON = "local.turboquant.speculative.auto_disable_json" + public static let turboQuantSpeculativeSettingsJSON = "local.turboquant.speculative.settings_json" public static let cacheTopology = "local.cache.topology" public static let turboQuantFamilySupport = "local.turboquant.family_support" public static let attentionCacheCount = "local.cache.attention_count" diff --git a/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift b/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift index a4a65f9..c8b299e 100644 --- a/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift +++ b/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift @@ -28,6 +28,7 @@ public struct LocalRuntimeAdmissionRequest: Hashable, Codable, Sendable { public var metalScratchReserveBytes: Int64 public var uiReserveBytes: Int64 public var contextAssemblyPlanID: String? + public var speculativeBudget: TurboQuantSpeculativeAdmissionBudget? public init( schemaVersion: Int = Self.schemaVersion, @@ -54,7 +55,8 @@ public struct LocalRuntimeAdmissionRequest: Hashable, Codable, Sendable { promptBufferBytes: Int64 = 0, metalScratchReserveBytes: Int64 = 0, uiReserveBytes: Int64 = 0, - contextAssemblyPlanID: String? = nil + contextAssemblyPlanID: String? = nil, + speculativeBudget: TurboQuantSpeculativeAdmissionBudget? = nil ) { self.schemaVersion = schemaVersion self.modelID = modelID @@ -81,6 +83,7 @@ public struct LocalRuntimeAdmissionRequest: Hashable, Codable, Sendable { self.metalScratchReserveBytes = max(0, metalScratchReserveBytes) self.uiReserveBytes = max(0, uiReserveBytes) self.contextAssemblyPlanID = contextAssemblyPlanID + self.speculativeBudget = speculativeBudget } } @@ -101,6 +104,7 @@ public struct LocalRuntimeAdmissionPlan: Hashable, Codable, Sendable { public var calibrationApplied: RuntimeMemoryCalibrationSummary? public var downgradeReason: String? public var rejectionReason: String? + public var speculativeBudget: TurboQuantSpeculativeAdmissionBudget? public var userFacingMessage: String public init( @@ -118,6 +122,7 @@ public struct LocalRuntimeAdmissionPlan: Hashable, Codable, Sendable { calibrationApplied: RuntimeMemoryCalibrationSummary? = nil, downgradeReason: String? = nil, rejectionReason: String? = nil, + speculativeBudget: TurboQuantSpeculativeAdmissionBudget? = nil, userFacingMessage: String ) { self.schemaVersion = schemaVersion @@ -134,6 +139,7 @@ public struct LocalRuntimeAdmissionPlan: Hashable, Codable, Sendable { self.calibrationApplied = calibrationApplied self.downgradeReason = downgradeReason self.rejectionReason = rejectionReason + self.speculativeBudget = speculativeBudget self.userFacingMessage = userFacingMessage } @@ -247,6 +253,7 @@ public struct LocalRuntimeAdmissionService: Sendable { calibrationApplied: calibrationSummary, downgradeReason: admitted ? downgradeReason : nil, rejectionReason: rejectionReason, + speculativeBudget: request.speculativeBudget, userFacingMessage: admitted ? "Local context admitted for \(mode.displayName)." : LocalInferenceFailureMatrix.rulesByKind[.memoryAdmissionFailed]?.productMessage @@ -284,6 +291,15 @@ public struct LocalRuntimeAdmissionService: Sendable { decodedFallbackScratchBytes: decodedScratch, vaultIndexBytes: request.vaultIndexBytes, promptBufferBytes: request.promptBufferBytes, + speculativeDraftModelBytes: request.speculativeBudget?.enabled == true + ? request.speculativeBudget?.draftModelBytes + : nil, + speculativeDraftKVBytes: request.speculativeBudget?.enabled == true + ? request.speculativeBudget?.draftKVBytes + : nil, + speculativeRollbackReserveBytes: request.speculativeBudget?.enabled == true + ? request.speculativeBudget?.rollbackReserveBytes + : nil, metalScratchReserveBytes: request.metalScratchReserveBytes, uiReserveBytes: request.uiReserveBytes, safetyReserveBytes: safetyReserve diff --git a/Sources/PinesCore/Inference/RuntimeMemoryZones.swift b/Sources/PinesCore/Inference/RuntimeMemoryZones.swift index 59cf886..a2f4397 100644 --- a/Sources/PinesCore/Inference/RuntimeMemoryZones.swift +++ b/Sources/PinesCore/Inference/RuntimeMemoryZones.swift @@ -11,6 +11,9 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { public var decodedFallbackScratchBytes: Int64 public var vaultIndexBytes: Int64 public var promptBufferBytes: Int64 + public var speculativeDraftModelBytes: Int64? + public var speculativeDraftKVBytes: Int64? + public var speculativeRollbackReserveBytes: Int64? public var metalScratchReserveBytes: Int64 public var uiReserveBytes: Int64 public var safetyReserveBytes: Int64 @@ -24,6 +27,9 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { + decodedFallbackScratchBytes + vaultIndexBytes + promptBufferBytes + + (speculativeDraftModelBytes ?? 0) + + (speculativeDraftKVBytes ?? 0) + + (speculativeRollbackReserveBytes ?? 0) + metalScratchReserveBytes + uiReserveBytes + safetyReserveBytes @@ -42,6 +48,9 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { decodedFallbackScratchBytes, vaultIndexBytes, promptBufferBytes, + speculativeDraftModelBytes ?? 0, + speculativeDraftKVBytes ?? 0, + speculativeRollbackReserveBytes ?? 0, metalScratchReserveBytes, uiReserveBytes, safetyReserveBytes, @@ -58,6 +67,9 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { decodedFallbackScratchBytes: Int64, vaultIndexBytes: Int64, promptBufferBytes: Int64, + speculativeDraftModelBytes: Int64? = nil, + speculativeDraftKVBytes: Int64? = nil, + speculativeRollbackReserveBytes: Int64? = nil, metalScratchReserveBytes: Int64, uiReserveBytes: Int64, safetyReserveBytes: Int64, @@ -71,6 +83,9 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { self.decodedFallbackScratchBytes = max(0, decodedFallbackScratchBytes) self.vaultIndexBytes = max(0, vaultIndexBytes) self.promptBufferBytes = max(0, promptBufferBytes) + self.speculativeDraftModelBytes = speculativeDraftModelBytes.map { max(0, $0) } + self.speculativeDraftKVBytes = speculativeDraftKVBytes.map { max(0, $0) } + self.speculativeRollbackReserveBytes = speculativeRollbackReserveBytes.map { max(0, $0) } self.metalScratchReserveBytes = max(0, metalScratchReserveBytes) self.uiReserveBytes = max(0, uiReserveBytes) self.safetyReserveBytes = max(0, safetyReserveBytes) @@ -83,6 +98,9 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { + self.decodedFallbackScratchBytes + self.vaultIndexBytes + self.promptBufferBytes + + (self.speculativeDraftModelBytes ?? 0) + + (self.speculativeDraftKVBytes ?? 0) + + (self.speculativeRollbackReserveBytes ?? 0) + self.metalScratchReserveBytes + self.uiReserveBytes + self.safetyReserveBytes diff --git a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift index 23e867f..5df349a 100644 --- a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift +++ b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift @@ -33,6 +33,9 @@ public struct RuntimeProfileEvidence: Hashable, Codable, Sendable, Identifiable public var groupSize: Int? public var layoutVersion: Int? public var activeAttentionPath: TurboQuantAttentionPath? + public var speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? + public var speculativeTelemetry: TurboQuantSpeculativeTelemetry? + public var speculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? public var admittedContextTokens: Int public var peakMemoryBytes: Int64 public var promptTokensPerSecond: Double? @@ -63,6 +66,9 @@ public struct RuntimeProfileEvidence: Hashable, Codable, Sendable, Identifiable groupSize: Int? = nil, layoutVersion: Int? = nil, activeAttentionPath: TurboQuantAttentionPath? = nil, + speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? = nil, + speculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil, + speculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? = nil, admittedContextTokens: Int, peakMemoryBytes: Int64, promptTokensPerSecond: Double? = nil, @@ -92,6 +98,9 @@ public struct RuntimeProfileEvidence: Hashable, Codable, Sendable, Identifiable self.groupSize = groupSize self.layoutVersion = layoutVersion self.activeAttentionPath = activeAttentionPath + self.speculativeDimensions = speculativeDimensions + self.speculativeTelemetry = speculativeTelemetry + self.speculativeAutoDisableDecision = speculativeAutoDisableDecision self.admittedContextTokens = max(0, admittedContextTokens) self.peakMemoryBytes = max(0, peakMemoryBytes) self.promptTokensPerSecond = promptTokensPerSecond @@ -174,6 +183,7 @@ public actor ProfileEvidenceStore { mode: TurboQuantUserMode, fallbackContractHash: String, layoutVersion: Int?, + speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? = nil, minimumContextTokens: Int ) -> RuntimeProfileEvidence? { records.values @@ -189,6 +199,7 @@ public actor ProfileEvidenceStore { && $0.userMode == mode && $0.fallbackContractHash == fallbackContractHash && $0.layoutVersion == layoutVersion + && ($0.speculativeDimensions ?? .disabled).matches(speculativeDimensions) && $0.admittedContextTokens >= minimumContextTokens && $0.evidenceLevel.canMakeProductCompatibilityClaim && $0.revokedReason == nil @@ -266,6 +277,7 @@ public actor ProfileEvidenceStore { && lhs.compatibilityPairID == rhs.compatibilityPairID && lhs.layoutVersion == rhs.layoutVersion && lhs.activeAttentionPath == rhs.activeAttentionPath + && (lhs.speculativeDimensions ?? .disabled).matches(rhs.speculativeDimensions) && lhs.admittedContextTokens == rhs.admittedContextTokens && lhs.id != rhs.id } @@ -285,6 +297,7 @@ public protocol TurboQuantEvidenceRepository: Sendable { mode: TurboQuantUserMode, fallbackContractHash: String?, layoutVersion: Int?, + speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions?, minimumContextTokens: Int ) async throws -> RuntimeProfileEvidence? func listTurboQuantProfileEvidence(modelID: String?) async throws -> [RuntimeProfileEvidence] diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index b389bfb..c6e5c56 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -749,6 +749,9 @@ public struct RuntimeQuantizationDiagnostics: Hashable, Codable, Sendable { public var partitionSummary: String? public var mtpAcceptanceRate: Double? public var audioCapability: Bool? + public var turboQuantSpeculativeTelemetry: TurboQuantSpeculativeTelemetry? + public var turboQuantSpeculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? + public var turboQuantPlatformFeatureGates: [TurboQuantPlatformFeatureGate]? public init( requestedAlgorithm: QuantizationAlgorithm = .turboQuant, @@ -779,7 +782,10 @@ public struct RuntimeQuantizationDiagnostics: Hashable, Codable, Sendable { ssdAvgChunkLatencyMS: Double? = nil, partitionSummary: String? = nil, mtpAcceptanceRate: Double? = nil, - audioCapability: Bool? = nil + audioCapability: Bool? = nil, + turboQuantSpeculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil, + turboQuantSpeculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? = nil, + turboQuantPlatformFeatureGates: [TurboQuantPlatformFeatureGate]? = nil ) { self.requestedAlgorithm = requestedAlgorithm self.activeAlgorithm = activeAlgorithm @@ -810,6 +816,9 @@ public struct RuntimeQuantizationDiagnostics: Hashable, Codable, Sendable { self.partitionSummary = partitionSummary self.mtpAcceptanceRate = mtpAcceptanceRate self.audioCapability = audioCapability + self.turboQuantSpeculativeTelemetry = turboQuantSpeculativeTelemetry + self.turboQuantSpeculativeAutoDisableDecision = turboQuantSpeculativeAutoDisableDecision + self.turboQuantPlatformFeatureGates = turboQuantPlatformFeatureGates } } @@ -845,6 +854,10 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { public var memoryCounters: RuntimeMemoryCounters public var turboQuantUserMode: TurboQuantUserMode public var turboQuantAdmission: TurboQuantAdmission? + public var turboQuantSpeculativeSettings: TurboQuantSpeculativeSettings? + public var turboQuantSpeculativeTelemetry: TurboQuantSpeculativeTelemetry? + public var turboQuantSpeculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? + public var turboQuantPlatformFeatureGates: [TurboQuantPlatformFeatureGate] private enum CodingKeys: String, CodingKey { case weightBits @@ -878,6 +891,10 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { case memoryCounters case turboQuantUserMode case turboQuantAdmission + case turboQuantSpeculativeSettings + case turboQuantSpeculativeTelemetry + case turboQuantSpeculativeAutoDisableDecision + case turboQuantPlatformFeatureGates } public init( @@ -911,7 +928,11 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { activeFallbackReason: String? = nil, memoryCounters: RuntimeMemoryCounters = RuntimeMemoryCounters(), turboQuantUserMode: TurboQuantUserMode = .balanced, - turboQuantAdmission: TurboQuantAdmission? = nil + turboQuantAdmission: TurboQuantAdmission? = nil, + turboQuantSpeculativeSettings: TurboQuantSpeculativeSettings? = nil, + turboQuantSpeculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil, + turboQuantSpeculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? = nil, + turboQuantPlatformFeatureGates: [TurboQuantPlatformFeatureGate] = TurboQuantPlatformFeatureGate.wave6DisabledDefaults ) { self.weightBits = weightBits self.kvBits = kvBits @@ -944,6 +965,10 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { self.memoryCounters = memoryCounters self.turboQuantUserMode = turboQuantUserMode self.turboQuantAdmission = turboQuantAdmission + self.turboQuantSpeculativeSettings = turboQuantSpeculativeSettings + self.turboQuantSpeculativeTelemetry = turboQuantSpeculativeTelemetry + self.turboQuantSpeculativeAutoDisableDecision = turboQuantSpeculativeAutoDisableDecision + self.turboQuantPlatformFeatureGates = turboQuantPlatformFeatureGates } public init(from decoder: Decoder) throws { @@ -979,6 +1004,16 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { memoryCounters = try container.decodeIfPresent(RuntimeMemoryCounters.self, forKey: .memoryCounters) ?? RuntimeMemoryCounters() turboQuantUserMode = try container.decodeIfPresent(TurboQuantUserMode.self, forKey: .turboQuantUserMode) ?? .balanced turboQuantAdmission = try container.decodeIfPresent(TurboQuantAdmission.self, forKey: .turboQuantAdmission) + turboQuantSpeculativeSettings = try container.decodeIfPresent(TurboQuantSpeculativeSettings.self, forKey: .turboQuantSpeculativeSettings) + turboQuantSpeculativeTelemetry = try container.decodeIfPresent(TurboQuantSpeculativeTelemetry.self, forKey: .turboQuantSpeculativeTelemetry) + turboQuantSpeculativeAutoDisableDecision = try container.decodeIfPresent( + TurboQuantSpeculativeAutoDisableDecision.self, + forKey: .turboQuantSpeculativeAutoDisableDecision + ) + turboQuantPlatformFeatureGates = try container.decodeIfPresent( + [TurboQuantPlatformFeatureGate].self, + forKey: .turboQuantPlatformFeatureGates + ) ?? TurboQuantPlatformFeatureGate.wave6DisabledDefaults } } @@ -1002,6 +1037,7 @@ public struct RuntimeProfile: Hashable, Codable, Sendable { public var promptCacheIdentifier: String? public var speculativeDraftModelID: ModelID? public var speculativeDecodingEnabled: Bool + public var speculativeSettings: TurboQuantSpeculativeSettings? public var unloadOnMemoryPressure: Bool public var repetitionContextSize: Int public var maxConcurrentSessions: Int @@ -1020,6 +1056,7 @@ public struct RuntimeProfile: Hashable, Codable, Sendable { promptCacheIdentifier: String? = nil, speculativeDraftModelID: ModelID? = nil, speculativeDecodingEnabled: Bool = false, + speculativeSettings: TurboQuantSpeculativeSettings? = nil, unloadOnMemoryPressure: Bool = true, repetitionContextSize: Int = 20, maxConcurrentSessions: Int = 1 @@ -1037,6 +1074,7 @@ public struct RuntimeProfile: Hashable, Codable, Sendable { self.promptCacheIdentifier = promptCacheIdentifier self.speculativeDraftModelID = speculativeDraftModelID self.speculativeDecodingEnabled = speculativeDecodingEnabled + self.speculativeSettings = speculativeSettings self.unloadOnMemoryPressure = unloadOnMemoryPressure self.repetitionContextSize = repetitionContextSize self.maxConcurrentSessions = maxConcurrentSessions @@ -1056,6 +1094,7 @@ public struct RuntimeProfile: Hashable, Codable, Sendable { case promptCacheIdentifier case speculativeDraftModelID case speculativeDecodingEnabled + case speculativeSettings case unloadOnMemoryPressure case repetitionContextSize case maxConcurrentSessions @@ -1076,6 +1115,7 @@ public struct RuntimeProfile: Hashable, Codable, Sendable { promptCacheIdentifier = try container.decodeIfPresent(String.self, forKey: .promptCacheIdentifier) speculativeDraftModelID = try container.decodeIfPresent(ModelID.self, forKey: .speculativeDraftModelID) speculativeDecodingEnabled = try container.decodeIfPresent(Bool.self, forKey: .speculativeDecodingEnabled) ?? false + speculativeSettings = try container.decodeIfPresent(TurboQuantSpeculativeSettings.self, forKey: .speculativeSettings) unloadOnMemoryPressure = try container.decodeIfPresent(Bool.self, forKey: .unloadOnMemoryPressure) ?? true repetitionContextSize = try container.decodeIfPresent(Int.self, forKey: .repetitionContextSize) ?? 20 maxConcurrentSessions = try container.decodeIfPresent(Int.self, forKey: .maxConcurrentSessions) ?? 1 diff --git a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift index 5b30c26..4909b62 100644 --- a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift +++ b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift @@ -107,6 +107,7 @@ public struct TurboQuantBenchmarkRuntime: Hashable, Codable, Sendable { public var layoutVersion: Int? public var attentionPath: TurboQuantAttentionPath? public var kernelProfile: String? + public var speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? public var admittedContextTokens: Int public var reservedCompletionTokens: Int @@ -119,6 +120,7 @@ public struct TurboQuantBenchmarkRuntime: Hashable, Codable, Sendable { layoutVersion: Int? = nil, attentionPath: TurboQuantAttentionPath? = nil, kernelProfile: String? = nil, + speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? = nil, admittedContextTokens: Int, reservedCompletionTokens: Int ) { @@ -130,6 +132,7 @@ public struct TurboQuantBenchmarkRuntime: Hashable, Codable, Sendable { self.layoutVersion = layoutVersion self.attentionPath = attentionPath self.kernelProfile = kernelProfile + self.speculativeDimensions = speculativeDimensions self.admittedContextTokens = max(0, admittedContextTokens) self.reservedCompletionTokens = max(0, reservedCompletionTokens) } @@ -150,6 +153,7 @@ public struct TurboQuantBenchmarkMetrics: Hashable, Codable, Sendable { public var fallbackUsed: Bool public var fallbackReason: String? public var jetsamObserved: Bool + public var speculativeTelemetry: TurboQuantSpeculativeTelemetry? public init( contextTokens: Int, @@ -165,7 +169,8 @@ public struct TurboQuantBenchmarkMetrics: Hashable, Codable, Sendable { memoryWarningsSeen: Int = 0, fallbackUsed: Bool = false, fallbackReason: String? = nil, - jetsamObserved: Bool = false + jetsamObserved: Bool = false, + speculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil ) { self.contextTokens = max(0, contextTokens) self.firstTokenLatencyMS = firstTokenLatencyMS @@ -181,6 +186,7 @@ public struct TurboQuantBenchmarkMetrics: Hashable, Codable, Sendable { self.fallbackUsed = fallbackUsed self.fallbackReason = fallbackReason self.jetsamObserved = jetsamObserved + self.speculativeTelemetry = speculativeTelemetry } } @@ -194,6 +200,7 @@ public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, S case missingBenchmarkSuiteID case qualityGateFailed(String?) case memoryGateFailed(String) + case speculativeGateFailed(String) case verifiedEvidenceDisabled public var errorDescription: String? { @@ -216,6 +223,8 @@ public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, S reason ?? "Quality gate failed." case .memoryGateFailed(let reason): reason + case .speculativeGateFailed(let reason): + reason case .verifiedEvidenceDisabled: "Verified evidence import is disabled by policy." } @@ -229,6 +238,7 @@ public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { public var requestedEvidenceLevel: RuntimeEvidenceLevel public var allowVerifiedEvidence: Bool public var allowMemoryWarningsForVerified: Bool + public var speculativeAutoDisablePolicy: TurboQuantSpeculativeAutoDisablePolicy public init( acceptedCompatibilityPairIDs: Set = [], @@ -236,7 +246,8 @@ public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { acceptedLayoutVersions: Set = [], requestedEvidenceLevel: RuntimeEvidenceLevel = .smokeTested, allowVerifiedEvidence: Bool = false, - allowMemoryWarningsForVerified: Bool = false + allowMemoryWarningsForVerified: Bool = false, + speculativeAutoDisablePolicy: TurboQuantSpeculativeAutoDisablePolicy = .productDefault ) { self.acceptedCompatibilityPairIDs = acceptedCompatibilityPairIDs self.acceptedFallbackContractHashes = acceptedFallbackContractHashes @@ -244,6 +255,7 @@ public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { self.requestedEvidenceLevel = requestedEvidenceLevel self.allowVerifiedEvidence = allowVerifiedEvidence self.allowMemoryWarningsForVerified = allowMemoryWarningsForVerified + self.speculativeAutoDisablePolicy = speculativeAutoDisablePolicy } } @@ -531,6 +543,11 @@ public struct TurboQuantBenchmarkImporter: Sendable { groupSize: report.runtime.groupSize, layoutVersion: report.runtime.layoutVersion, activeAttentionPath: report.runtime.attentionPath, + speculativeDimensions: report.runtime.speculativeDimensions, + speculativeTelemetry: report.metrics.speculativeTelemetry, + speculativeAutoDisableDecision: report.metrics.speculativeTelemetry.map { + policy.speculativeAutoDisablePolicy.evaluate($0) + }, admittedContextTokens: report.runtime.admittedContextTokens, peakMemoryBytes: report.metrics.peakMemoryBytes ?? 0, promptTokensPerSecond: report.metrics.prefillTokensPerSecond, @@ -593,6 +610,24 @@ public struct TurboQuantBenchmarkImporter: Sendable { if !policy.allowMemoryWarningsForVerified, report.metrics.memoryWarningsSeen > 0 { throw TurboQuantBenchmarkImportFailure.memoryGateFailed("Memory warnings were observed during the benchmark.") } + if report.runtime.speculativeDimensions?.enabled == true { + guard let telemetry = report.metrics.speculativeTelemetry else { + throw TurboQuantBenchmarkImportFailure.speculativeGateFailed("Speculative evidence requires acceptance telemetry.") + } + let decision = policy.speculativeAutoDisablePolicy.evaluate(telemetry) + guard !decision.shouldDisable else { + throw TurboQuantBenchmarkImportFailure.speculativeGateFailed(decision.message) + } + guard telemetry.targetSequenceMatched == true else { + throw TurboQuantBenchmarkImportFailure.speculativeGateFailed("Accepted speculative tokens must match the target verifier.") + } + guard telemetry.tokenizerCompatible == true else { + throw TurboQuantBenchmarkImportFailure.speculativeGateFailed("Draft and target tokenizers must be compatible.") + } + guard telemetry.p50DecodeSpeedup != nil else { + throw TurboQuantBenchmarkImportFailure.speculativeGateFailed("Speculative verified evidence requires p50 decode speedup evidence.") + } + } } } diff --git a/Sources/PinesCore/Inference/TurboQuantRunDecision.swift b/Sources/PinesCore/Inference/TurboQuantRunDecision.swift index 1ca0773..15be234 100644 --- a/Sources/PinesCore/Inference/TurboQuantRunDecision.swift +++ b/Sources/PinesCore/Inference/TurboQuantRunDecision.swift @@ -20,6 +20,8 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { public var compressedValueBytes: Int64? public var inputTokens: Int? public var outputTokens: Int? + public var speculativeTelemetry: TurboQuantSpeculativeTelemetry? + public var speculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? public var contextAssemblyPlanID: String? public var memoryCalibrationSampleID: String? @@ -41,6 +43,8 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { compressedValueBytes: Int64? = nil, inputTokens: Int? = nil, outputTokens: Int? = nil, + speculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil, + speculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? = nil, contextAssemblyPlanID: String? = nil, memoryCalibrationSampleID: String? = nil ) { @@ -61,6 +65,8 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { self.compressedValueBytes = compressedValueBytes.map { max(0, $0) } self.inputTokens = inputTokens.map { max(0, $0) } self.outputTokens = outputTokens.map { max(0, $0) } + self.speculativeTelemetry = speculativeTelemetry + self.speculativeAutoDisableDecision = speculativeAutoDisableDecision self.contextAssemblyPlanID = contextAssemblyPlanID self.memoryCalibrationSampleID = memoryCalibrationSampleID } @@ -73,6 +79,10 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { if rejectedPaths.contains(where: { $0.reason.isEmpty }) { errors.append("rejected paths require reasons") } + if speculativeTelemetry?.targetSequenceMatched == false, + speculativeAutoDisableDecision?.shouldDisable != true { + errors.append("target mismatch requires speculative auto-disable decision") + } return errors } } diff --git a/Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift b/Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift index d9ac5ac..cf8ac24 100644 --- a/Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift +++ b/Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift @@ -16,6 +16,8 @@ public enum TurboQuantSchemaName: String, Codable, Sendable, CaseIterable { case turboQuantLayout = "TurboQuantLayout" case turboQuantLayoutNext = "TurboQuantLayoutNext" case adaptivePrecisionPolicy = "AdaptivePrecisionPolicy" + case speculativeDecode = "SpeculativeDecode" + case platformFeatureGate = "PlatformFeatureGate" } public struct TurboQuantSchemaDefinition: Hashable, Codable, Sendable { @@ -44,6 +46,8 @@ public enum TurboQuantSchemaRegistry { public static let turboQuantLayout = TurboQuantSchemaDefinition(name: .turboQuantLayout, version: 4) public static let turboQuantLayoutNext = TurboQuantSchemaDefinition(name: .turboQuantLayoutNext, version: 5) public static let adaptivePrecisionPolicy = TurboQuantSchemaDefinition(name: .adaptivePrecisionPolicy, version: 1) + public static let speculativeDecode = TurboQuantSchemaDefinition(name: .speculativeDecode, version: 1) + public static let platformFeatureGate = TurboQuantSchemaDefinition(name: .platformFeatureGate, version: 1) public static let allDefinitions: [TurboQuantSchemaDefinition] = [ admissionPlan, @@ -61,6 +65,8 @@ public enum TurboQuantSchemaRegistry { turboQuantLayout, turboQuantLayoutNext, adaptivePrecisionPolicy, + speculativeDecode, + platformFeatureGate, ] public static let versionsByName: [TurboQuantSchemaName: Int] = Dictionary( diff --git a/Sources/PinesCore/Inference/TurboQuantSpeculative.swift b/Sources/PinesCore/Inference/TurboQuantSpeculative.swift new file mode 100644 index 0000000..c14ea48 --- /dev/null +++ b/Sources/PinesCore/Inference/TurboQuantSpeculative.swift @@ -0,0 +1,478 @@ +import Foundation + +public enum TurboQuantSpeculativeRuntimeState: String, Codable, Sendable, CaseIterable { + case disabled + case unavailable + case eligible + case active + case autoDisabled + case evidenceRequired + + public var displayName: String { + switch self { + case .disabled: + "Disabled" + case .unavailable: + "Unavailable" + case .eligible: + "Eligible" + case .active: + "Active" + case .autoDisabled: + "Auto-disabled" + case .evidenceRequired: + "Evidence required" + } + } +} + +public enum TurboQuantSpeculativeDisableReason: String, Codable, Sendable, CaseIterable { + case none + case settingsDisabled + case draftModelMissing + case tokenizerMismatch + case evidenceMissing + case lowAcceptance + case noDecodeSpeedup + case rollbackFailure + case targetMismatch + case runtimeFailure + case platformGateDisabled + + public var displayName: String { + switch self { + case .none: + "None" + case .settingsDisabled: + "Settings disabled" + case .draftModelMissing: + "Draft model missing" + case .tokenizerMismatch: + "Tokenizer mismatch" + case .evidenceMissing: + "Evidence missing" + case .lowAcceptance: + "Low acceptance" + case .noDecodeSpeedup: + "No decode speedup" + case .rollbackFailure: + "Rollback failure" + case .targetMismatch: + "Target mismatch" + case .runtimeFailure: + "Runtime failure" + case .platformGateDisabled: + "Platform gate disabled" + } + } +} + +public enum TurboQuantSpeculativeAutoDisableAction: String, Codable, Sendable, CaseIterable { + case keepEnabled + case disableTemporarily + case disableUntilEvidenceRefresh +} + +public struct TurboQuantSpeculativeAutoDisableDecision: Hashable, Codable, Sendable { + public var action: TurboQuantSpeculativeAutoDisableAction + public var reason: TurboQuantSpeculativeDisableReason + public var acceptanceRate: Double? + public var evaluatedProposedTokens: Int + public var cooldownRunCount: Int + public var message: String + + public var shouldDisable: Bool { + action != .keepEnabled + } + + public init( + action: TurboQuantSpeculativeAutoDisableAction, + reason: TurboQuantSpeculativeDisableReason, + acceptanceRate: Double? = nil, + evaluatedProposedTokens: Int = 0, + cooldownRunCount: Int = 0, + message: String + ) { + self.action = action + self.reason = reason + self.acceptanceRate = acceptanceRate + self.evaluatedProposedTokens = max(0, evaluatedProposedTokens) + self.cooldownRunCount = max(0, cooldownRunCount) + self.message = message + } + + public static let keepEnabled = Self( + action: .keepEnabled, + reason: .none, + message: "Speculative decode remains enabled." + ) +} + +public struct TurboQuantSpeculativeAutoDisablePolicy: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var minimumAcceptanceRate: Double + public var minimumEvaluatedProposedTokens: Int + public var minimumP50DecodeSpeedup: Double + public var cooldownRunCount: Int + public var maximumRollbackCount: Int + public var requireTokenizerCompatibility: Bool + public var requireTargetSequenceMatch: Bool + + public init( + schemaVersion: Int = Self.schemaVersion, + minimumAcceptanceRate: Double = 0.55, + minimumEvaluatedProposedTokens: Int = 64, + minimumP50DecodeSpeedup: Double = 1.05, + cooldownRunCount: Int = 3, + maximumRollbackCount: Int = 0, + requireTokenizerCompatibility: Bool = true, + requireTargetSequenceMatch: Bool = true + ) { + self.schemaVersion = schemaVersion + self.minimumAcceptanceRate = min(1, max(0, minimumAcceptanceRate)) + self.minimumEvaluatedProposedTokens = max(1, minimumEvaluatedProposedTokens) + self.minimumP50DecodeSpeedup = max(1, minimumP50DecodeSpeedup) + self.cooldownRunCount = max(0, cooldownRunCount) + self.maximumRollbackCount = max(0, maximumRollbackCount) + self.requireTokenizerCompatibility = requireTokenizerCompatibility + self.requireTargetSequenceMatch = requireTargetSequenceMatch + } + + public static let productDefault = Self() + + public func evaluate(_ telemetry: TurboQuantSpeculativeTelemetry) -> TurboQuantSpeculativeAutoDisableDecision { + guard telemetry.state == .active || telemetry.state == .eligible else { + return .keepEnabled + } + if requireTokenizerCompatibility, telemetry.tokenizerCompatible == false { + return disable(.tokenizerMismatch, telemetry, "Draft and target tokenizers are not compatible.") + } + if requireTargetSequenceMatch, telemetry.targetSequenceMatched == false { + return TurboQuantSpeculativeAutoDisableDecision( + action: .disableUntilEvidenceRefresh, + reason: .targetMismatch, + acceptanceRate: telemetry.acceptanceRate, + evaluatedProposedTokens: telemetry.proposedTokenCount, + cooldownRunCount: cooldownRunCount, + message: "Speculative output diverged from the target verifier." + ) + } + if telemetry.rollbackCount > maximumRollbackCount { + return TurboQuantSpeculativeAutoDisableDecision( + action: .disableUntilEvidenceRefresh, + reason: .rollbackFailure, + acceptanceRate: telemetry.acceptanceRate, + evaluatedProposedTokens: telemetry.proposedTokenCount, + cooldownRunCount: cooldownRunCount, + message: "Speculative rollback exceeded the permitted failure count." + ) + } + guard telemetry.proposedTokenCount >= minimumEvaluatedProposedTokens else { + return .keepEnabled + } + if let acceptanceRate = telemetry.acceptanceRate, acceptanceRate < minimumAcceptanceRate { + return disable(.lowAcceptance, telemetry, "Speculative acceptance fell below the policy threshold.") + } + if let speedup = telemetry.p50DecodeSpeedup, speedup < minimumP50DecodeSpeedup { + return disable(.noDecodeSpeedup, telemetry, "Speculative decode did not improve p50 decode throughput.") + } + return .keepEnabled + } + + private func disable( + _ reason: TurboQuantSpeculativeDisableReason, + _ telemetry: TurboQuantSpeculativeTelemetry, + _ message: String + ) -> TurboQuantSpeculativeAutoDisableDecision { + TurboQuantSpeculativeAutoDisableDecision( + action: .disableTemporarily, + reason: reason, + acceptanceRate: telemetry.acceptanceRate, + evaluatedProposedTokens: telemetry.proposedTokenCount, + cooldownRunCount: cooldownRunCount, + message: message + ) + } +} + +public struct TurboQuantSpeculativeSettings: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var enabled: Bool + public var requireEvidenceForFastMode: Bool + public var draftModelID: String? + public var draftModelRevision: String? + public var maxDraftTokens: Int + public var requireTokenizerCompatibility: Bool + public var autoDisablePolicy: TurboQuantSpeculativeAutoDisablePolicy + + public init( + schemaVersion: Int = Self.schemaVersion, + enabled: Bool = false, + requireEvidenceForFastMode: Bool = true, + draftModelID: String? = nil, + draftModelRevision: String? = nil, + maxDraftTokens: Int = 4, + requireTokenizerCompatibility: Bool = true, + autoDisablePolicy: TurboQuantSpeculativeAutoDisablePolicy = .productDefault + ) { + self.schemaVersion = schemaVersion + self.enabled = enabled + self.requireEvidenceForFastMode = requireEvidenceForFastMode + self.draftModelID = draftModelID + self.draftModelRevision = draftModelRevision + self.maxDraftTokens = max(1, maxDraftTokens) + self.requireTokenizerCompatibility = requireTokenizerCompatibility + self.autoDisablePolicy = autoDisablePolicy + } + + public static let disabled = Self(enabled: false) +} + +public struct TurboQuantSpeculativeEvidenceDimensions: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var enabled: Bool + public var draftModelID: String? + public var draftModelRevision: String? + public var targetTokenizerHash: String? + public var draftTokenizerHash: String? + public var pairingHash: String? + public var tokenizerCompatible: Bool? + public var maxDraftTokens: Int? + + public init( + schemaVersion: Int = Self.schemaVersion, + enabled: Bool = false, + draftModelID: String? = nil, + draftModelRevision: String? = nil, + targetTokenizerHash: String? = nil, + draftTokenizerHash: String? = nil, + pairingHash: String? = nil, + tokenizerCompatible: Bool? = nil, + maxDraftTokens: Int? = nil + ) { + self.schemaVersion = schemaVersion + self.enabled = enabled + self.draftModelID = draftModelID + self.draftModelRevision = draftModelRevision + self.targetTokenizerHash = targetTokenizerHash + self.draftTokenizerHash = draftTokenizerHash + self.pairingHash = pairingHash + self.tokenizerCompatible = tokenizerCompatible + self.maxDraftTokens = maxDraftTokens.map { max(1, $0) } + } + + public static let disabled = Self(enabled: false) + + public func matches(_ requested: TurboQuantSpeculativeEvidenceDimensions?) -> Bool { + let requested = requested ?? .disabled + guard enabled == requested.enabled else { return false } + guard enabled else { return true } + return draftModelID == requested.draftModelID + && draftModelRevision == requested.draftModelRevision + && targetTokenizerHash == requested.targetTokenizerHash + && draftTokenizerHash == requested.draftTokenizerHash + && pairingHash == requested.pairingHash + && tokenizerCompatible == requested.tokenizerCompatible + && maxDraftTokens == requested.maxDraftTokens + } + + public var tupleSummaryParts: [String] { + guard enabled else { return ["speculative=off"] } + return [ + "speculative=on", + draftModelID.map { "draft=\($0)" }, + draftModelRevision.map { "draftRevision=\($0)" }, + pairingHash.map { "pair=\($0)" }, + tokenizerCompatible.map { "tokenizer=\($0 ? "compatible" : "mismatch")" }, + maxDraftTokens.map { "draftTokens=\($0)" }, + ].compactMap(\.self) + } +} + +public struct TurboQuantSpeculativeTelemetry: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var state: TurboQuantSpeculativeRuntimeState + public var dimensions: TurboQuantSpeculativeEvidenceDimensions + public var proposedTokenCount: Int + public var acceptedTokenCount: Int + public var rejectedTokenCount: Int + public var targetVerifiedTokenCount: Int + public var rollbackCount: Int + public var targetSequenceMatched: Bool? + public var tokenizerCompatible: Bool? + public var baselineDecodeTokensPerSecondP50: Double? + public var speculativeDecodeTokensPerSecondP50: Double? + public var disabledReason: TurboQuantSpeculativeDisableReason? + + public var acceptanceRate: Double? { + guard proposedTokenCount > 0 else { return nil } + return Double(acceptedTokenCount) / Double(proposedTokenCount) + } + + public var p50DecodeSpeedup: Double? { + guard let baseline = baselineDecodeTokensPerSecondP50, + baseline > 0, + let speculative = speculativeDecodeTokensPerSecondP50 + else { + return nil + } + return speculative / baseline + } + + public init( + schemaVersion: Int = Self.schemaVersion, + state: TurboQuantSpeculativeRuntimeState, + dimensions: TurboQuantSpeculativeEvidenceDimensions = .disabled, + proposedTokenCount: Int = 0, + acceptedTokenCount: Int = 0, + rejectedTokenCount: Int = 0, + targetVerifiedTokenCount: Int = 0, + rollbackCount: Int = 0, + targetSequenceMatched: Bool? = nil, + tokenizerCompatible: Bool? = nil, + baselineDecodeTokensPerSecondP50: Double? = nil, + speculativeDecodeTokensPerSecondP50: Double? = nil, + disabledReason: TurboQuantSpeculativeDisableReason? = nil + ) { + self.schemaVersion = schemaVersion + self.state = state + self.dimensions = dimensions + self.proposedTokenCount = max(0, proposedTokenCount) + self.acceptedTokenCount = min(max(0, acceptedTokenCount), self.proposedTokenCount) + self.rejectedTokenCount = min( + max(0, rejectedTokenCount), + max(0, self.proposedTokenCount - self.acceptedTokenCount) + ) + self.targetVerifiedTokenCount = max(0, targetVerifiedTokenCount) + self.rollbackCount = max(0, rollbackCount) + self.targetSequenceMatched = targetSequenceMatched + self.tokenizerCompatible = tokenizerCompatible + self.baselineDecodeTokensPerSecondP50 = baselineDecodeTokensPerSecondP50 + self.speculativeDecodeTokensPerSecondP50 = speculativeDecodeTokensPerSecondP50 + self.disabledReason = disabledReason + } +} + +public struct TurboQuantSpeculativeAdmissionBudget: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var enabled: Bool + public var draftModelBytes: Int64 + public var draftKVBytesPerToken: Int64 + public var rollbackReserveBytes: Int64 + public var contextTokens: Int + public var maxDraftTokens: Int + + public var draftKVBytes: Int64 { + guard enabled else { return 0 } + return Int64(max(0, contextTokens)) * draftKVBytesPerToken + } + + public var totalReserveBytes: Int64 { + guard enabled else { return 0 } + return draftModelBytes + draftKVBytes + rollbackReserveBytes + } + + public init( + schemaVersion: Int = Self.schemaVersion, + enabled: Bool = false, + draftModelBytes: Int64 = 0, + draftKVBytesPerToken: Int64 = 0, + rollbackReserveBytes: Int64 = 0, + contextTokens: Int = 0, + maxDraftTokens: Int = 1 + ) { + self.schemaVersion = schemaVersion + self.enabled = enabled + self.draftModelBytes = max(0, draftModelBytes) + self.draftKVBytesPerToken = max(0, draftKVBytesPerToken) + self.rollbackReserveBytes = max(0, rollbackReserveBytes) + self.contextTokens = max(0, contextTokens) + self.maxDraftTokens = max(1, maxDraftTokens) + } +} + +public enum TurboQuantPlatformFeatureID: String, Codable, Sendable, CaseIterable { + case adaptivePrecision + case semanticMemory + case multimodalMemory + case agentWorkingMemory + case openKVFormat + case deviceMesh + case personalizationAdapters + case platformKillSwitches + + public var displayName: String { + switch self { + case .adaptivePrecision: + "Adaptive precision" + case .semanticMemory: + "Semantic memory" + case .multimodalMemory: + "Multimodal memory" + case .agentWorkingMemory: + "Agent working memory" + case .openKVFormat: + "Open KV format" + case .deviceMesh: + "Device mesh" + case .personalizationAdapters: + "Personalization adapters" + case .platformKillSwitches: + "Platform kill switches" + } + } +} + +public enum TurboQuantPlatformFeatureActivationState: String, Codable, Sendable, CaseIterable { + case disabledDesignOnly + case evidenceRequired + case active +} + +public struct TurboQuantPlatformFeatureGate: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var featureID: TurboQuantPlatformFeatureID + public var activationState: TurboQuantPlatformFeatureActivationState + public var killSwitchEnabled: Bool + public var evidenceRequired: Bool + public var notes: String? + + public var isProductActive: Bool { + activationState == .active && !killSwitchEnabled && !evidenceRequired + } + + public init( + schemaVersion: Int = Self.schemaVersion, + featureID: TurboQuantPlatformFeatureID, + activationState: TurboQuantPlatformFeatureActivationState = .disabledDesignOnly, + killSwitchEnabled: Bool = true, + evidenceRequired: Bool = true, + notes: String? = nil + ) { + self.schemaVersion = schemaVersion + self.featureID = featureID + self.activationState = activationState + self.killSwitchEnabled = killSwitchEnabled + self.evidenceRequired = evidenceRequired + self.notes = notes + } + + public static let wave6DisabledDefaults: [Self] = TurboQuantPlatformFeatureID.allCases.map { + Self( + featureID: $0, + notes: "Wave 6 design/schema gate only; product activation requires explicit evidence gates." + ) + } +} diff --git a/Sources/PinesCore/Persistence/DatabaseSchema.swift b/Sources/PinesCore/Persistence/DatabaseSchema.swift index 6af5d4e..0896cb6 100644 --- a/Sources/PinesCore/Persistence/DatabaseSchema.swift +++ b/Sources/PinesCore/Persistence/DatabaseSchema.swift @@ -13,7 +13,7 @@ public struct DatabaseMigration: Hashable, Codable, Sendable { } public enum PinesDatabaseSchema { - public static let currentVersion = 21 + public static let currentVersion = 22 public static let migrations: [DatabaseMigration] = [ DatabaseMigration(version: 1, name: "initial-local-first-schema", sql: [ @@ -1249,6 +1249,12 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_kv_snapshot_restore_attempt_conversation ON kv_snapshot_restore_attempt(conversation_id, attempted_at DESC);", "CREATE INDEX IF NOT EXISTS idx_kv_snapshot_quarantine_snapshot ON kv_snapshot_quarantine(snapshot_id, quarantined_at DESC);", ]), + DatabaseMigration(version: 22, name: "turboquant-speculative-evidence", sql: [ + "ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_dimensions_json TEXT;", + "ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_telemetry_json TEXT;", + "ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_auto_disable_json TEXT;", + "CREATE INDEX IF NOT EXISTS idx_turboquant_profile_evidence_speculative ON turboquant_profile_evidence(model_id, user_mode, layout_version, created_at DESC);", + ]), ] } diff --git a/Sources/PinesCoreTestRunner/main.swift b/Sources/PinesCoreTestRunner/main.swift index 0db214e..cbca57e 100644 --- a/Sources/PinesCoreTestRunner/main.swift +++ b/Sources/PinesCoreTestRunner/main.swift @@ -566,7 +566,10 @@ struct PinesCoreTestRunner { try expect(sql.contains("CREATE TABLE IF NOT EXISTS projects"), "missing project spaces table") try expect(sql.contains("ALTER TABLE conversations ADD COLUMN project_id"), "missing conversation project link") try expect(sql.contains("ALTER TABLE vault_documents ADD COLUMN project_id"), "missing vault project link") - try expectEqual(PinesDatabaseSchema.currentVersion, 21) + try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_dimensions_json"), "missing speculative evidence dimensions column") + try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_telemetry_json"), "missing speculative telemetry column") + try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_auto_disable_json"), "missing speculative auto-disable column") + try expectEqual(PinesDatabaseSchema.currentVersion, 22) let config = LocalStoreConfiguration(iCloudSyncEnabled: true) try expect(config.iCloudSyncEnabled, "iCloud should be enabled") diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index e9946c7..46ae48a 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -13,6 +13,8 @@ struct CoreContractTests { #expect(TurboQuantSchemaRegistry.versionsByName[.modelProfile] == 2) #expect(TurboQuantSchemaRegistry.versionsByName[.turboQuantLayout] == 4) #expect(TurboQuantSchemaRegistry.versionsByName[.turboQuantLayoutNext] == 5) + #expect(TurboQuantSchemaRegistry.versionsByName[.speculativeDecode] == 1) + #expect(TurboQuantSchemaRegistry.versionsByName[.platformFeatureGate] == 1) #expect(TurboQuantSchemaRegistry.allDefinitions.count == TurboQuantSchemaName.allCases.count) } @@ -2276,7 +2278,7 @@ struct CoreContractTests { @Test func openAIParityMigrationAddsTablesAndRunProvenance() throws { - #expect(PinesDatabaseSchema.currentVersion == 21) + #expect(PinesDatabaseSchema.currentVersion == 22) let openAIMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 14 }) let genericProviderMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 15 }) let projectSpacesMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 16 }) @@ -2362,6 +2364,12 @@ struct CoreContractTests { #expect(snapshotSQL.contains("cloud_sync_allowed INTEGER NOT NULL DEFAULT 0")) #expect(snapshotSQL.contains("excluded_from_backup INTEGER NOT NULL DEFAULT 1")) #expect(snapshotSQL.contains("REFERENCES model_installs(repository) ON DELETE CASCADE")) + + let speculativeMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 22 }) + let speculativeSQL = speculativeMigration.sql.joined(separator: "\n") + #expect(speculativeSQL.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_dimensions_json")) + #expect(speculativeSQL.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_telemetry_json")) + #expect(speculativeSQL.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_auto_disable_json")) } @Test diff --git a/Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift b/Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift new file mode 100644 index 0000000..7b7c19f --- /dev/null +++ b/Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift @@ -0,0 +1,306 @@ +import Foundation +import PinesCore +import Testing + +@Suite("TurboQuant Wave 6 speculative control plane") +struct TurboQuantWave6SpeculativeTests { + @Test func speculativeTelemetryRoundTripsAndAutoDisablesPoorAcceptance() throws { + let dimensions = Self.speculativeDimensions() + let telemetry = TurboQuantSpeculativeTelemetry( + state: .active, + dimensions: dimensions, + proposedTokenCount: 128, + acceptedTokenCount: 16, + rejectedTokenCount: 112, + targetVerifiedTokenCount: 17, + rollbackCount: 0, + targetSequenceMatched: true, + tokenizerCompatible: true, + baselineDecodeTokensPerSecondP50: 20, + speculativeDecodeTokensPerSecondP50: 24 + ) + + let decoded = try JSONDecoder().decode( + TurboQuantSpeculativeTelemetry.self, + from: try JSONEncoder().encode(telemetry) + ) + let decision = TurboQuantSpeculativeAutoDisablePolicy.productDefault.evaluate(decoded) + + #expect(decoded == telemetry) + #expect(decoded.acceptanceRate == 0.125) + #expect(decoded.p50DecodeSpeedup == 1.2) + #expect(decision.shouldDisable) + #expect(decision.reason == .lowAcceptance) + } + + @Test func speculativeAdmissionBudgetContributesToMemoryZones() { + let budget = TurboQuantSpeculativeAdmissionBudget( + enabled: true, + draftModelBytes: 100, + draftKVBytesPerToken: 2, + rollbackReserveBytes: 50, + contextTokens: 10, + maxDraftTokens: 4 + ) + let request = Self.admissionRequest(speculativeBudget: budget) + + let plan = LocalRuntimeAdmissionService().admit(request) + + #expect(plan.speculativeBudget == budget) + #expect(plan.memoryZones.speculativeDraftModelBytes == 100) + #expect(plan.memoryZones.speculativeDraftKVBytes == 20) + #expect(plan.memoryZones.speculativeRollbackReserveBytes == 50) + #expect(plan.memoryZones.totalPlannedBytes >= budget.totalReserveBytes) + } + + @Test func runDecisionRequiresAutoDisableOnTargetMismatch() { + let telemetry = TurboQuantSpeculativeTelemetry( + state: .active, + dimensions: Self.speculativeDimensions(), + proposedTokenCount: 8, + acceptedTokenCount: 2, + rejectedTokenCount: 6, + targetVerifiedTokenCount: 3, + targetSequenceMatched: false, + tokenizerCompatible: true + ) + let invalid = TurboQuantRunDecision(speculativeTelemetry: telemetry) + let valid = TurboQuantRunDecision( + speculativeTelemetry: telemetry, + speculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision( + action: .disableUntilEvidenceRefresh, + reason: .targetMismatch, + acceptanceRate: telemetry.acceptanceRate, + evaluatedProposedTokens: telemetry.proposedTokenCount, + cooldownRunCount: 3, + message: "target mismatch" + ) + ) + + #expect(invalid.validationErrors.contains("target mismatch requires speculative auto-disable decision")) + #expect(valid.validationErrors.isEmpty) + } + + @Test func verifiedSpeculativeEvidenceRequiresTelemetryAndSpeedup() throws { + var missingTelemetry = Self.report() + missingTelemetry.metrics.speculativeTelemetry = nil + + #expect(throws: TurboQuantBenchmarkImportFailure.speculativeGateFailed("Speculative evidence requires acceptance telemetry.")) { + _ = try TurboQuantBenchmarkImporter().importReport( + missingTelemetry, + policy: Self.verifiedPolicy() + ) + } + + var lowAcceptance = Self.report() + lowAcceptance.metrics.speculativeTelemetry = TurboQuantSpeculativeTelemetry( + state: .active, + dimensions: Self.speculativeDimensions(), + proposedTokenCount: 128, + acceptedTokenCount: 8, + rejectedTokenCount: 120, + targetVerifiedTokenCount: 9, + rollbackCount: 0, + targetSequenceMatched: true, + tokenizerCompatible: true, + baselineDecodeTokensPerSecondP50: 20, + speculativeDecodeTokensPerSecondP50: 24 + ) + #expect(throws: TurboQuantBenchmarkImportFailure.speculativeGateFailed("Speculative acceptance fell below the policy threshold.")) { + _ = try TurboQuantBenchmarkImporter().importReport( + lowAcceptance, + policy: Self.verifiedPolicy() + ) + } + + let imported = try TurboQuantBenchmarkImporter().importReport( + Self.report(), + policy: Self.verifiedPolicy() + ) + + #expect(imported.evidence.evidenceLevel == .verified) + #expect(imported.evidence.speculativeDimensions == Self.speculativeDimensions()) + #expect(imported.evidence.speculativeTelemetry?.acceptanceRate == 0.78125) + #expect(imported.evidence.speculativeAutoDisableDecision?.shouldDisable == false) + } + + @Test func profileEvidenceStoreMatchesSpeculativeTupleExactly() async throws { + let report = Self.report() + let store = ProfileEvidenceStore() + let imported = try await store.importBenchmarkReport(report, policy: Self.verifiedPolicy()) + + let found = await store.evidence( + modelID: report.model.id, + modelRevision: report.model.revision, + tokenizerHash: report.model.tokenizerHash, + profileHash: report.model.profileHash, + compatibilityPairID: report.compatibilityPairID, + deviceClass: report.device.deviceClass, + hardwareModel: report.device.hardwareModel, + osBuild: report.device.osBuild, + mode: report.runtime.userMode, + fallbackContractHash: report.runtime.fallbackContractHash, + layoutVersion: report.runtime.layoutVersion, + speculativeDimensions: Self.speculativeDimensions(), + minimumContextTokens: report.runtime.admittedContextTokens + ) + let disabledSpeculation = await store.evidence( + modelID: report.model.id, + modelRevision: report.model.revision, + tokenizerHash: report.model.tokenizerHash, + profileHash: report.model.profileHash, + compatibilityPairID: report.compatibilityPairID, + deviceClass: report.device.deviceClass, + hardwareModel: report.device.hardwareModel, + osBuild: report.device.osBuild, + mode: report.runtime.userMode, + fallbackContractHash: report.runtime.fallbackContractHash, + layoutVersion: report.runtime.layoutVersion, + speculativeDimensions: .disabled, + minimumContextTokens: report.runtime.admittedContextTokens + ) + + #expect(found?.id == imported.evidence.id) + #expect(disabledSpeculation == nil) + } + + @Test func platformFeatureGatesRemainDesignOnlyByDefault() { + let gates = TurboQuantPlatformFeatureGate.wave6DisabledDefaults + + #expect(gates.count == TurboQuantPlatformFeatureID.allCases.count) + #expect(gates.allSatisfy { !$0.isProductActive }) + #expect(gates.allSatisfy { $0.killSwitchEnabled }) + #expect(gates.allSatisfy { $0.evidenceRequired }) + } + + private static func speculativeDimensions() -> TurboQuantSpeculativeEvidenceDimensions { + TurboQuantSpeculativeEvidenceDimensions( + enabled: true, + draftModelID: "draft-small", + draftModelRevision: "draft-rev", + targetTokenizerHash: "target-tokenizer", + draftTokenizerHash: "draft-tokenizer", + pairingHash: "pairing-hash", + tokenizerCompatible: true, + maxDraftTokens: 4 + ) + } + + private static func report() -> TurboQuantBenchmarkReport { + let fallbackContract = TurboQuantFallbackContract.productDefault(for: .fastest) + let dimensions = speculativeDimensions() + let telemetry = TurboQuantSpeculativeTelemetry( + state: .active, + dimensions: dimensions, + proposedTokenCount: 128, + acceptedTokenCount: 100, + rejectedTokenCount: 28, + targetVerifiedTokenCount: 101, + rollbackCount: 0, + targetSequenceMatched: true, + tokenizerCompatible: true, + baselineDecodeTokensPerSecondP50: 20, + speculativeDecodeTokensPerSecondP50: 24 + ) + + return TurboQuantBenchmarkReport( + compatibilityPairID: "pair-wave6", + producer: SchemaProducer(repo: "pines-tests", commit: "test"), + device: TurboQuantBenchmarkDevice( + deviceClass: .a17Pro, + hardwareModel: "iPhone16,2", + osBuild: "23F", + availableMemoryBytesAtStart: 3_000_000_000, + metalDeviceName: "Apple GPU", + thermalState: "nominal" + ), + model: TurboQuantBenchmarkModel( + id: "model", + revision: "rev", + tokenizerHash: "tok", + profileHash: "profile", + architecture: "qwen", + layers: 24, + kvHeads: 8, + headDim: 128 + ), + runtime: TurboQuantBenchmarkRuntime( + userMode: .fastest, + fallbackContractHash: fallbackContract.contractHash, + preset: "turbo4v2", + valueBits: 4, + groupSize: 64, + layoutVersion: 4, + attentionPath: .twoStageCompressed, + kernelProfile: "fast", + speculativeDimensions: dimensions, + admittedContextTokens: 4096, + reservedCompletionTokens: 512 + ), + metrics: TurboQuantBenchmarkMetrics( + contextTokens: 4096, + firstTokenLatencyMS: 70, + prefillTokensPerSecond: 900, + decodeTokensPerSecondP50: 24, + decodeTokensPerSecondP95: 21, + peakMemoryBytes: 2_100_000_000, + compressedKVBytes: 128_000_000, + memoryWarningsSeen: 0, + fallbackUsed: false, + jetsamObserved: false, + speculativeTelemetry: telemetry + ), + qualityGate: TurboQuantQualityGate( + benchmarkSuiteID: .mobileMemoryAcceptanceV1, + deterministicTop1MatchRate: 0.99, + logitKLDivergenceMean: 0.01, + logitMaxAbsErrorP95: 0.1, + noNaNOrInf: true, + fallbackEquivalent: true, + prefillExact: true, + passed: true + ) + ) + } + + private static func verifiedPolicy() -> TurboQuantBenchmarkImportPolicy { + let report = Self.report() + return TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + } + + private static func admissionRequest( + speculativeBudget: TurboQuantSpeculativeAdmissionBudget + ) -> LocalRuntimeAdmissionRequest { + LocalRuntimeAdmissionRequest( + modelID: "test-model", + requestedContextTokens: 1024, + reservedCompletionTokens: 128, + userMode: .fastest, + fallbackContract: .productDefault(for: .fastest), + deviceClass: .a17Pro, + osBuild: "test", + memoryCounters: RuntimeMemoryCounters( + availableMemoryBytes: 2_000 * 1_024 * 1_024, + processResidentMemoryBytes: 128 * 1_024 * 1_024 + ), + quantizationDiagnostics: RuntimeQuantizationDiagnostics( + activeAttentionPath: .twoStageCompressed + ), + estimatedModelWeightsBytes: 100, + compressedKVBytesPerToken: 10, + rawShadowBytes: 0, + packedFallbackBytesPerToken: 0, + decodedFallbackScratchBytes: 0, + promptBufferBytes: 0, + metalScratchReserveBytes: 0, + uiReserveBytes: 0, + speculativeBudget: speculativeBudget + ) + } +} diff --git a/docs/turboquant-implementation/Wave6-changelog.md b/docs/turboquant-implementation/Wave6-changelog.md new file mode 100644 index 0000000..847756b --- /dev/null +++ b/docs/turboquant-implementation/Wave6-changelog.md @@ -0,0 +1,89 @@ +# Wave 6 Changelog + +Read this alongside: + +- `14-worker-launch-schedule.md` +- `15-pr-merge-plan.md` +- `08-worker-ownership.md` +- `12-validation-and-release-gates.md` +- `mlx-swift-lm/docs/turboquant-implementation/kv-snapshots-speculative.md` + +This file tracks Wave 6 speculative decode and platform-unlock implementation after the completed Wave 5 optimization handoff. + +## 2026-05-25 + +### Start State + +- Pines Wave 6 branch: `tq/pines-speculative`. +- Pines branch base: `bde64e2` from `tq/wave5-optimization-evidence`. +- `mlx-swift-lm` Wave 6 branch: `tq/lm-speculative`. +- `mlx-swift-lm` branch base: `76eabed` from `tq/lm-wave5-validation`. +- `mlx-swift` remains at Wave 5 branch `tq/layout-v5-kernels` commit `741fa31`; no direct Core Wave 6 implementation is scheduled unless LM exposes a missing primitive. +- `compatibility-pair.json` remains `pending`; Wave 6 must not promote Verified/Certified product claims without a green compatibility pair and evidence. +- Full local Xcode package/app validation remains blocked by the known `xcodebuild -resolvePackageDependencies` stall. +- Pines had generated scheme drift in `Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme` and `PinesWatch.xcscheme` before Wave 6 implementation edits began. + +### Wave 6 Scope + +- W15A: `mlx-swift-lm` speculative verifier, rollback-safe TurboQuant compressed cache behavior, acceptance metrics, and tokenizer/draft compatibility surface. +- W15B: Pines Fast mode UX, speculative telemetry, poor-acceptance auto-disable, evidence dimensions, and admission/runtime metadata. +- Serialized bridge integration: wire LM speculative telemetry through Pines runtime only after the W15A/W15B contracts are stable. +- W29+: platform unlocks remain disabled design/schema gates unless explicitly activated by evidence and release gates. + +### Constraints + +- No product activation without accepted-token equivalence, rejected-token rollback proof, poor-acceptance disable behavior, and evidence-backed Fast mode improvement. +- Do not silently route local failures to cloud. +- Do not edit production pins, `project.yml`, `Package.resolved`, or generated Xcode project files for Wave 6. +- Keep Layout V5 opt-in; V4 remains default/current unless a later release gate explicitly changes that. +- Snapshot restore must not persist tentative or rejected speculative cache state. + +### Progress + +- Created this Wave 6 progress log before implementation edits. +- Created `mlx-swift-lm` branch `tq/lm-speculative`. +- Created Pines branch `tq/pines-speculative`. +- Launched parallel implementation workers for: + - W15A LM speculative verifier and rollback support; + - W15B Pines speculative DTO/evidence/UI/platform surfaces. +- Integrated and hardened the W15A worker patch: + - added `TurboQuantSpeculative.swift` in `mlx-swift-lm` with target verifier helpers, rollback checkpoint metadata, rollback trim results, acceptance metrics, and tokenizer compatibility fingerprints; + - wired speculative acceptance metrics into `GenerateCompletionInfo`; + - changed the generation loop to consume the mutable iterator that actually emits tokens so completion metrics reflect the real run; + - surfaced MTP speculative acceptance metrics through the same completion-info path; + - overrode non-rotating `TurboQuantKVCache.trim(_:)` so compressed layout logical length, ring offset, pinned prefix, lifecycle, and transient bytes stay consistent after rejected-token rollback. +- Integrated and hardened the W15B worker patch: + - added MLX-free Pines speculative DTOs for settings, evidence dimensions, runtime telemetry, auto-disable policy/decision, admission reserve budget, and disabled W29+ platform gates; + - extended schema registry with `SpeculativeDecode.v1` and `PlatformFeatureGate.v1`; + - threaded speculative dimensions and telemetry through benchmark reports, evidence import, evidence lookup, RunDecision, runtime profiles, diagnostics, provider metadata keys, and GRDB profile-evidence persistence; + - added verified-evidence gates requiring tokenizer compatibility, target-sequence match, p50 decode speedup evidence, and no auto-disable decision; + - reserved draft model, draft KV, and rollback memory in admission zones when speculative budget is enabled; + - added model detail display for speculative state, draft model, acceptance rate, auto-disable reason, and disabled platform gates. +- Wired LM speculative acceptance metrics into Pines runtime metadata for explicit TurboQuant/speculative profiles, including per-run telemetry JSON and auto-disable decisions in `TurboQuantRunDecision`. +- Hardened the app runtime bridge helper visibility/call sites so the `MLXRuntimeState` actor references shared TurboQuant metadata helpers through `MLXRuntimeBridge` explicitly. +- Added focused tests: + - LM `TurboQuantSpeculativeTests` for target verifier, poor-acceptance disable metrics, and non-rotating compressed-cache rollback layout; + - LM `SpeculativeDecodingTests` now asserts speculative completion metrics are present and internally consistent while output still matches target generation; + - LM `MTPTokenIteratorTests` now asserts MTP metrics; + - Pines `TurboQuantWave6SpeculativeTests` covers telemetry roundtrip, poor-acceptance auto-disable, admission budget reserves, RunDecision target-mismatch safety, verified speculative evidence gates, exact speculative evidence tuple matching, and disabled W29+ platform gates; + - schema/database tests now include Wave 6 schema names and `PinesDatabaseSchema.currentVersion == 22`. + +### Validation + +- `mlx-swift-lm`: `swift test --filter 'SpeculativeDecodingTests|TurboQuantSpeculativeTests|MTPTokenIteratorTests'` passed 10 Swift Testing tests. +- `mlx-swift-lm`: `swift test --filter 'SpeculativeDecodingTests|TurboQuantSpeculativeTests|MTPTokenIteratorTests|TurboQuant'` passed the focused TurboQuant/speculative set: 4 XCTest tests plus 93 Swift Testing tests. +- `mlx-swift-lm`: full `swift test` passed: XCTest phase plus 184 Swift Testing tests. +- Pines: `swift build` passed. +- Pines: `swift test --filter TurboQuantWave6SpeculativeTests` passed 6 Swift Testing tests. +- Pines: full `swift test` passed 182 Swift Testing tests. +- Pines: `swift test --disable-automatic-resolution` passed 182 Swift Testing tests. +- Pines: `swift run --disable-automatic-resolution PinesCoreTestRunner` passed. +- Pines: `bash scripts/ci/check-mlx-package-pins.sh` passed. +- `git diff --check` passed in `mlx-swift-lm`, `pines`, and unchanged `mlx-swift`. + +### Non-Green / Deferred Gates + +- `bash scripts/ci/run-xcode-validation.sh prepare && ... generate` still fails the generated-project drift check because pinned XcodeGen rewrites the two scheme files that were already dirty before Wave 6 began. The generated files were restored to the pre-validation snapshot so Wave 6 does not overwrite that pre-existing drift. +- Full Xcode package/app validation remains blocked by the known local `xcodebuild -resolvePackageDependencies` stall. +- Product activation remains disabled: speculative Fast mode requires imported verified evidence with target-match, tokenizer-compatible, no poor-acceptance auto-disable, and p50 decode speedup. +- W29+ platform features remain design/schema gates only; every default gate is disabled, kill-switched, and evidence-required. From d35e685c4f85da8a33c35ed1341729300416b6a6 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 14:49:30 +0200 Subject: [PATCH 16/80] Document Wave 6 test serialization hardening --- docs/turboquant-implementation/Wave6-changelog.md | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/turboquant-implementation/Wave6-changelog.md b/docs/turboquant-implementation/Wave6-changelog.md index 847756b..3509b97 100644 --- a/docs/turboquant-implementation/Wave6-changelog.md +++ b/docs/turboquant-implementation/Wave6-changelog.md @@ -65,6 +65,7 @@ This file tracks Wave 6 speculative decode and platform-unlock implementation af - LM `TurboQuantSpeculativeTests` for target verifier, poor-acceptance disable metrics, and non-rotating compressed-cache rollback layout; - LM `SpeculativeDecodingTests` now asserts speculative completion metrics are present and internally consistent while output still matches target generation; - LM `MTPTokenIteratorTests` now asserts MTP metrics; + - LM MTP retention tests now serialize process-wide `MTPConfig.retainMTPWeights` mutations so full Swift Testing runs cannot race speculative/MTP model-loading state; - Pines `TurboQuantWave6SpeculativeTests` covers telemetry roundtrip, poor-acceptance auto-disable, admission budget reserves, RunDecision target-mismatch safety, verified speculative evidence gates, exact speculative evidence tuple matching, and disabled W29+ platform gates; - schema/database tests now include Wave 6 schema names and `PinesDatabaseSchema.currentVersion == 22`. From 34feba231ae87a3e1d0abe6c456aeef2fc8bbfa9 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 15:37:34 +0200 Subject: [PATCH 17/80] Implement Wave 7 platform unlock contracts --- .../Persistence/GRDBPinesStore+Mapping.swift | 1 + Pines/Persistence/GRDBPinesStore.swift | 13 +- .../Inference/LocalRuntimeAdmission.swift | 45 +- .../Inference/RuntimeMemoryZones.swift | 42 + .../Inference/RuntimeProfileEvidence.swift | 14 +- .../PinesCore/Inference/RuntimeTypes.swift | 4 +- .../Inference/TurboQuantBenchmarkReport.swift | 63 +- .../Inference/TurboQuantPlatformUnlocks.swift | 709 ++++++++++ .../Inference/TurboQuantRunDecision.swift | 12 +- .../Inference/TurboQuantSchemaRegistry.swift | 41 +- .../Inference/TurboQuantSpeculative.swift | 54 +- .../Persistence/DatabaseSchema.swift | 100 +- Sources/PinesCoreTestRunner/main.swift | 2 +- Tests/PinesCoreTests/CoreContractTests.swift | 1259 ++++++++++++----- .../TurboQuantWave7PlatformTests.swift | 325 +++++ .../02-schema-registry.md | 22 + .../08-worker-ownership.md | 10 + .../13-complete-task-inventory.md | 1 + .../14-worker-launch-schedule.md | 27 + .../15-pr-merge-plan.md | 23 + docs/turboquant-implementation/README.md | 5 + .../Wave7-changelog.md | 137 ++ .../compatibility-pair.json | 7 +- 23 files changed, 2483 insertions(+), 433 deletions(-) create mode 100644 Sources/PinesCore/Inference/TurboQuantPlatformUnlocks.swift create mode 100644 Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift create mode 100644 docs/turboquant-implementation/Wave7-changelog.md diff --git a/Pines/Persistence/GRDBPinesStore+Mapping.swift b/Pines/Persistence/GRDBPinesStore+Mapping.swift index 1b6aa86..e2e6f56 100644 --- a/Pines/Persistence/GRDBPinesStore+Mapping.swift +++ b/Pines/Persistence/GRDBPinesStore+Mapping.swift @@ -159,6 +159,7 @@ extension GRDBPinesStore { speculativeDimensions: decodeJSON(row["speculative_dimensions_json"] as String?), speculativeTelemetry: decodeJSON(row["speculative_telemetry_json"] as String?), speculativeAutoDisableDecision: decodeJSON(row["speculative_auto_disable_json"] as String?), + platformEvidenceDimensions: decodeJSON(row["platform_evidence_dimensions_json"] as String?), admittedContextTokens: row["admitted_context_tokens"], peakMemoryBytes: row["peak_memory_bytes"], promptTokensPerSecond: row["prompt_tokens_per_second"] as Double?, diff --git a/Pines/Persistence/GRDBPinesStore.swift b/Pines/Persistence/GRDBPinesStore.swift index 3601a0a..11408c4 100644 --- a/Pines/Persistence/GRDBPinesStore.swift +++ b/Pines/Persistence/GRDBPinesStore.swift @@ -1103,11 +1103,12 @@ actor GRDBPinesStore: device_class, hardware_model, os_build, user_mode, turboquant_preset, value_bits, group_size, layout_version, active_attention_path, speculative_dimensions_json, speculative_telemetry_json, speculative_auto_disable_json, + platform_evidence_dimensions_json, admitted_context_tokens, peak_memory_bytes, prompt_tokens_per_second, decode_tokens_per_second_p50, decode_tokens_per_second_p95, first_token_latency_ms, quality_gate_json, memory_calibration_sample_id, revoked_reason, created_at) - VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) ON CONFLICT(id) DO UPDATE SET evidence_level = excluded.evidence_level, compatibility_pair_id = excluded.compatibility_pair_id, @@ -1128,6 +1129,7 @@ actor GRDBPinesStore: speculative_dimensions_json = excluded.speculative_dimensions_json, speculative_telemetry_json = excluded.speculative_telemetry_json, speculative_auto_disable_json = excluded.speculative_auto_disable_json, + platform_evidence_dimensions_json = excluded.platform_evidence_dimensions_json, admitted_context_tokens = excluded.admitted_context_tokens, peak_memory_bytes = excluded.peak_memory_bytes, prompt_tokens_per_second = excluded.prompt_tokens_per_second, @@ -1161,6 +1163,7 @@ actor GRDBPinesStore: Self.encodeJSON(evidence.speculativeDimensions), Self.encodeJSON(evidence.speculativeTelemetry), Self.encodeJSON(evidence.speculativeAutoDisableDecision), + Self.encodeJSON(evidence.platformEvidenceDimensions), evidence.admittedContextTokens, evidence.peakMemoryBytes, evidence.promptTokensPerSecond, @@ -1189,6 +1192,7 @@ actor GRDBPinesStore: fallbackContractHash: String? = nil, layoutVersion: Int? = nil, speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? = nil, + platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions? = nil, minimumContextTokens: Int = 0 ) async throws -> RuntimeProfileEvidence? { try await database.read { db in @@ -1243,6 +1247,13 @@ actor GRDBPinesStore: conditions.append("(speculative_dimensions_json IS NULL OR speculative_dimensions_json = ?)") _ = arguments.append(contentsOf: StatementArguments([Self.encodeJSON(TurboQuantSpeculativeEvidenceDimensions.disabled) ?? "null"])) } + if let platformEvidenceDimensions { + conditions.append("platform_evidence_dimensions_json = ?") + _ = arguments.append(contentsOf: StatementArguments([Self.encodeJSON(platformEvidenceDimensions) ?? "null"])) + } else { + conditions.append("(platform_evidence_dimensions_json IS NULL OR platform_evidence_dimensions_json = ?)") + _ = arguments.append(contentsOf: StatementArguments([Self.encodeJSON(TurboQuantPlatformEvidenceDimensions.disabled) ?? "null"])) + } return try Row.fetchOne( db, diff --git a/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift b/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift index c8b299e..f5279d1 100644 --- a/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift +++ b/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift @@ -29,6 +29,7 @@ public struct LocalRuntimeAdmissionRequest: Hashable, Codable, Sendable { public var uiReserveBytes: Int64 public var contextAssemblyPlanID: String? public var speculativeBudget: TurboQuantSpeculativeAdmissionBudget? + public var platformUnlockBudget: TurboQuantPlatformUnlockAdmissionBudget? public init( schemaVersion: Int = Self.schemaVersion, @@ -56,7 +57,8 @@ public struct LocalRuntimeAdmissionRequest: Hashable, Codable, Sendable { metalScratchReserveBytes: Int64 = 0, uiReserveBytes: Int64 = 0, contextAssemblyPlanID: String? = nil, - speculativeBudget: TurboQuantSpeculativeAdmissionBudget? = nil + speculativeBudget: TurboQuantSpeculativeAdmissionBudget? = nil, + platformUnlockBudget: TurboQuantPlatformUnlockAdmissionBudget? = nil ) { self.schemaVersion = schemaVersion self.modelID = modelID @@ -84,6 +86,7 @@ public struct LocalRuntimeAdmissionRequest: Hashable, Codable, Sendable { self.uiReserveBytes = max(0, uiReserveBytes) self.contextAssemblyPlanID = contextAssemblyPlanID self.speculativeBudget = speculativeBudget + self.platformUnlockBudget = platformUnlockBudget } } @@ -105,6 +108,7 @@ public struct LocalRuntimeAdmissionPlan: Hashable, Codable, Sendable { public var downgradeReason: String? public var rejectionReason: String? public var speculativeBudget: TurboQuantSpeculativeAdmissionBudget? + public var platformUnlockBudget: TurboQuantPlatformUnlockAdmissionBudget? public var userFacingMessage: String public init( @@ -123,6 +127,7 @@ public struct LocalRuntimeAdmissionPlan: Hashable, Codable, Sendable { downgradeReason: String? = nil, rejectionReason: String? = nil, speculativeBudget: TurboQuantSpeculativeAdmissionBudget? = nil, + platformUnlockBudget: TurboQuantPlatformUnlockAdmissionBudget? = nil, userFacingMessage: String ) { self.schemaVersion = schemaVersion @@ -140,6 +145,7 @@ public struct LocalRuntimeAdmissionPlan: Hashable, Codable, Sendable { self.downgradeReason = downgradeReason self.rejectionReason = rejectionReason self.speculativeBudget = speculativeBudget + self.platformUnlockBudget = platformUnlockBudget self.userFacingMessage = userFacingMessage } @@ -230,7 +236,8 @@ public struct LocalRuntimeAdmissionService: Sendable { calibrationSummary: calibrationSummary ) let plannedWithoutSafety = max(0, zones.totalPlannedBytes - zones.safetyReserveBytes) - let required = Int64((Double(plannedWithoutSafety) * calibrationMultiplier).rounded(.up)) + let required = + Int64((Double(plannedWithoutSafety) * calibrationMultiplier).rounded(.up)) + zones.safetyReserveBytes let cushion = availableMemory - required let admitted = availableMemory > 0 && cushion >= 0 @@ -254,6 +261,7 @@ public struct LocalRuntimeAdmissionService: Sendable { downgradeReason: admitted ? downgradeReason : nil, rejectionReason: rejectionReason, speculativeBudget: request.speculativeBudget, + platformUnlockBudget: request.platformUnlockBudget, userFacingMessage: admitted ? "Local context admitted for \(mode.displayName)." : LocalInferenceFailureMatrix.rulesByKind[.memoryAdmissionFailed]?.productMessage @@ -269,18 +277,24 @@ public struct LocalRuntimeAdmissionService: Sendable { calibrationSummary: RuntimeMemoryCalibrationSummary? ) -> RuntimeMemoryZones { let safetyReserve = max(512 * 1_024 * 1_024, availableMemory / 5) - let modelWeights = request.estimatedModelWeightsBytes + let modelWeights = + request.estimatedModelWeightsBytes ?? request.memoryCounters.processResidentMemoryBytes ?? request.memoryCounters.processPhysicalFootprintBytes ?? 0 let compressedKV = Int64(contextTokens) * request.compressedKVBytesPerToken let packedFallback = fallbackContract.allowPackedFallback - ? max(fallbackContract.reserveBytes, Int64(contextTokens) * request.packedFallbackBytesPerToken) + ? max( + fallbackContract.reserveBytes, Int64(contextTokens) * request.packedFallbackBytesPerToken) : 0 let decodedScratch = (fallbackContract.allowDecodedLayerLocalFallback || fallbackContract.allowFullDecodedFallback) - ? max(request.decodedFallbackScratchBytes, Int64(Double(request.decodedFallbackScratchBytes) * (calibrationSummary?.scratchMultiplier ?? 1))) + ? max( + request.decodedFallbackScratchBytes, + Int64( + Double(request.decodedFallbackScratchBytes) * (calibrationSummary?.scratchMultiplier ?? 1) + )) : 0 return RuntimeMemoryZones( @@ -300,6 +314,27 @@ public struct LocalRuntimeAdmissionService: Sendable { speculativeRollbackReserveBytes: request.speculativeBudget?.enabled == true ? request.speculativeBudget?.rollbackReserveBytes : nil, + adaptivePrecisionMetadataBytes: request.platformUnlockBudget?.enabled == true + ? request.platformUnlockBudget?.adaptivePrecisionMetadataBytes + : nil, + semanticMemoryBytes: request.platformUnlockBudget?.enabled == true + ? request.platformUnlockBudget?.semanticMemoryBytes + : nil, + multimodalMemoryBytes: request.platformUnlockBudget?.enabled == true + ? request.platformUnlockBudget?.multimodalMemoryBytes + : nil, + agentWorkingMemoryBytes: request.platformUnlockBudget?.enabled == true + ? request.platformUnlockBudget?.agentWorkingMemoryBytes + : nil, + openKVFormatMetadataBytes: request.platformUnlockBudget?.enabled == true + ? request.platformUnlockBudget?.openKVFormatMetadataBytes + : nil, + deviceMeshSyncBytes: request.platformUnlockBudget?.enabled == true + ? request.platformUnlockBudget?.deviceMeshSyncBytes + : nil, + personalizationAdapterBytes: request.platformUnlockBudget?.enabled == true + ? request.platformUnlockBudget?.personalizationAdapterBytes + : nil, metalScratchReserveBytes: request.metalScratchReserveBytes, uiReserveBytes: request.uiReserveBytes, safetyReserveBytes: safetyReserve diff --git a/Sources/PinesCore/Inference/RuntimeMemoryZones.swift b/Sources/PinesCore/Inference/RuntimeMemoryZones.swift index a2f4397..77a63a6 100644 --- a/Sources/PinesCore/Inference/RuntimeMemoryZones.swift +++ b/Sources/PinesCore/Inference/RuntimeMemoryZones.swift @@ -14,6 +14,13 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { public var speculativeDraftModelBytes: Int64? public var speculativeDraftKVBytes: Int64? public var speculativeRollbackReserveBytes: Int64? + public var adaptivePrecisionMetadataBytes: Int64? + public var semanticMemoryBytes: Int64? + public var multimodalMemoryBytes: Int64? + public var agentWorkingMemoryBytes: Int64? + public var openKVFormatMetadataBytes: Int64? + public var deviceMeshSyncBytes: Int64? + public var personalizationAdapterBytes: Int64? public var metalScratchReserveBytes: Int64 public var uiReserveBytes: Int64 public var safetyReserveBytes: Int64 @@ -30,6 +37,13 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { + (speculativeDraftModelBytes ?? 0) + (speculativeDraftKVBytes ?? 0) + (speculativeRollbackReserveBytes ?? 0) + + (adaptivePrecisionMetadataBytes ?? 0) + + (semanticMemoryBytes ?? 0) + + (multimodalMemoryBytes ?? 0) + + (agentWorkingMemoryBytes ?? 0) + + (openKVFormatMetadataBytes ?? 0) + + (deviceMeshSyncBytes ?? 0) + + (personalizationAdapterBytes ?? 0) + metalScratchReserveBytes + uiReserveBytes + safetyReserveBytes @@ -51,6 +65,13 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { speculativeDraftModelBytes ?? 0, speculativeDraftKVBytes ?? 0, speculativeRollbackReserveBytes ?? 0, + adaptivePrecisionMetadataBytes ?? 0, + semanticMemoryBytes ?? 0, + multimodalMemoryBytes ?? 0, + agentWorkingMemoryBytes ?? 0, + openKVFormatMetadataBytes ?? 0, + deviceMeshSyncBytes ?? 0, + personalizationAdapterBytes ?? 0, metalScratchReserveBytes, uiReserveBytes, safetyReserveBytes, @@ -70,6 +91,13 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { speculativeDraftModelBytes: Int64? = nil, speculativeDraftKVBytes: Int64? = nil, speculativeRollbackReserveBytes: Int64? = nil, + adaptivePrecisionMetadataBytes: Int64? = nil, + semanticMemoryBytes: Int64? = nil, + multimodalMemoryBytes: Int64? = nil, + agentWorkingMemoryBytes: Int64? = nil, + openKVFormatMetadataBytes: Int64? = nil, + deviceMeshSyncBytes: Int64? = nil, + personalizationAdapterBytes: Int64? = nil, metalScratchReserveBytes: Int64, uiReserveBytes: Int64, safetyReserveBytes: Int64, @@ -86,6 +114,13 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { self.speculativeDraftModelBytes = speculativeDraftModelBytes.map { max(0, $0) } self.speculativeDraftKVBytes = speculativeDraftKVBytes.map { max(0, $0) } self.speculativeRollbackReserveBytes = speculativeRollbackReserveBytes.map { max(0, $0) } + self.adaptivePrecisionMetadataBytes = adaptivePrecisionMetadataBytes.map { max(0, $0) } + self.semanticMemoryBytes = semanticMemoryBytes.map { max(0, $0) } + self.multimodalMemoryBytes = multimodalMemoryBytes.map { max(0, $0) } + self.agentWorkingMemoryBytes = agentWorkingMemoryBytes.map { max(0, $0) } + self.openKVFormatMetadataBytes = openKVFormatMetadataBytes.map { max(0, $0) } + self.deviceMeshSyncBytes = deviceMeshSyncBytes.map { max(0, $0) } + self.personalizationAdapterBytes = personalizationAdapterBytes.map { max(0, $0) } self.metalScratchReserveBytes = max(0, metalScratchReserveBytes) self.uiReserveBytes = max(0, uiReserveBytes) self.safetyReserveBytes = max(0, safetyReserveBytes) @@ -101,6 +136,13 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { + (self.speculativeDraftModelBytes ?? 0) + (self.speculativeDraftKVBytes ?? 0) + (self.speculativeRollbackReserveBytes ?? 0) + + (self.adaptivePrecisionMetadataBytes ?? 0) + + (self.semanticMemoryBytes ?? 0) + + (self.multimodalMemoryBytes ?? 0) + + (self.agentWorkingMemoryBytes ?? 0) + + (self.openKVFormatMetadataBytes ?? 0) + + (self.deviceMeshSyncBytes ?? 0) + + (self.personalizationAdapterBytes ?? 0) + self.metalScratchReserveBytes + self.uiReserveBytes + self.safetyReserveBytes diff --git a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift index 5df349a..2c03d2a 100644 --- a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift +++ b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift @@ -36,6 +36,7 @@ public struct RuntimeProfileEvidence: Hashable, Codable, Sendable, Identifiable public var speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? public var speculativeTelemetry: TurboQuantSpeculativeTelemetry? public var speculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? + public var platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions? public var admittedContextTokens: Int public var peakMemoryBytes: Int64 public var promptTokensPerSecond: Double? @@ -69,6 +70,7 @@ public struct RuntimeProfileEvidence: Hashable, Codable, Sendable, Identifiable speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? = nil, speculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil, speculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? = nil, + platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions? = nil, admittedContextTokens: Int, peakMemoryBytes: Int64, promptTokensPerSecond: Double? = nil, @@ -101,6 +103,7 @@ public struct RuntimeProfileEvidence: Hashable, Codable, Sendable, Identifiable self.speculativeDimensions = speculativeDimensions self.speculativeTelemetry = speculativeTelemetry self.speculativeAutoDisableDecision = speculativeAutoDisableDecision + self.platformEvidenceDimensions = platformEvidenceDimensions self.admittedContextTokens = max(0, admittedContextTokens) self.peakMemoryBytes = max(0, peakMemoryBytes) self.promptTokensPerSecond = promptTokensPerSecond @@ -184,6 +187,7 @@ public actor ProfileEvidenceStore { fallbackContractHash: String, layoutVersion: Int?, speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? = nil, + platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions? = nil, minimumContextTokens: Int ) -> RuntimeProfileEvidence? { records.values @@ -200,6 +204,7 @@ public actor ProfileEvidenceStore { && $0.fallbackContractHash == fallbackContractHash && $0.layoutVersion == layoutVersion && ($0.speculativeDimensions ?? .disabled).matches(speculativeDimensions) + && ($0.platformEvidenceDimensions ?? .disabled).matches(platformEvidenceDimensions) && $0.admittedContextTokens >= minimumContextTokens && $0.evidenceLevel.canMakeProductCompatibilityClaim && $0.revokedReason == nil @@ -250,9 +255,12 @@ public actor ProfileEvidenceStore { revocations.sorted { $0.revokedAt > $1.revokedAt } } - private func revokeConflictingEvidence(replacedBy replacement: RuntimeProfileEvidence) -> [RuntimeEvidenceRevocation] { + private func revokeConflictingEvidence(replacedBy replacement: RuntimeProfileEvidence) + -> [RuntimeEvidenceRevocation] + { var revoked: [RuntimeEvidenceRevocation] = [] - for record in records.values where conflicts(record, replacement) && record.evidenceLevel != .revoked { + for record in records.values + where conflicts(record, replacement) && record.evidenceLevel != .revoked { if let revocation = revoke( id: record.id, reason: "superseded by newer benchmark evidence", @@ -278,6 +286,7 @@ public actor ProfileEvidenceStore { && lhs.layoutVersion == rhs.layoutVersion && lhs.activeAttentionPath == rhs.activeAttentionPath && (lhs.speculativeDimensions ?? .disabled).matches(rhs.speculativeDimensions) + && (lhs.platformEvidenceDimensions ?? .disabled).matches(rhs.platformEvidenceDimensions) && lhs.admittedContextTokens == rhs.admittedContextTokens && lhs.id != rhs.id } @@ -298,6 +307,7 @@ public protocol TurboQuantEvidenceRepository: Sendable { fallbackContractHash: String?, layoutVersion: Int?, speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions?, + platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions?, minimumContextTokens: Int ) async throws -> RuntimeProfileEvidence? func listTurboQuantProfileEvidence(modelID: String?) async throws -> [RuntimeProfileEvidence] diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index c6e5c56..ae862c4 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -932,7 +932,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { turboQuantSpeculativeSettings: TurboQuantSpeculativeSettings? = nil, turboQuantSpeculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil, turboQuantSpeculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? = nil, - turboQuantPlatformFeatureGates: [TurboQuantPlatformFeatureGate] = TurboQuantPlatformFeatureGate.wave6DisabledDefaults + turboQuantPlatformFeatureGates: [TurboQuantPlatformFeatureGate] = TurboQuantPlatformFeatureGate.wave7DisabledDefaults ) { self.weightBits = weightBits self.kvBits = kvBits @@ -1013,7 +1013,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { turboQuantPlatformFeatureGates = try container.decodeIfPresent( [TurboQuantPlatformFeatureGate].self, forKey: .turboQuantPlatformFeatureGates - ) ?? TurboQuantPlatformFeatureGate.wave6DisabledDefaults + ) ?? TurboQuantPlatformFeatureGate.wave7DisabledDefaults } } diff --git a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift index 4909b62..1ea6480 100644 --- a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift +++ b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift @@ -108,6 +108,7 @@ public struct TurboQuantBenchmarkRuntime: Hashable, Codable, Sendable { public var attentionPath: TurboQuantAttentionPath? public var kernelProfile: String? public var speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? + public var platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions? public var admittedContextTokens: Int public var reservedCompletionTokens: Int @@ -121,6 +122,7 @@ public struct TurboQuantBenchmarkRuntime: Hashable, Codable, Sendable { attentionPath: TurboQuantAttentionPath? = nil, kernelProfile: String? = nil, speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? = nil, + platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions? = nil, admittedContextTokens: Int, reservedCompletionTokens: Int ) { @@ -133,6 +135,7 @@ public struct TurboQuantBenchmarkRuntime: Hashable, Codable, Sendable { self.attentionPath = attentionPath self.kernelProfile = kernelProfile self.speculativeDimensions = speculativeDimensions + self.platformEvidenceDimensions = platformEvidenceDimensions self.admittedContextTokens = max(0, admittedContextTokens) self.reservedCompletionTokens = max(0, reservedCompletionTokens) } @@ -201,6 +204,7 @@ public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, S case qualityGateFailed(String?) case memoryGateFailed(String) case speculativeGateFailed(String) + case platformGateFailed(String) case verifiedEvidenceDisabled public var errorDescription: String? { @@ -225,6 +229,8 @@ public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, S reason case .speculativeGateFailed(let reason): reason + case .platformGateFailed(let reason): + reason case .verifiedEvidenceDisabled: "Verified evidence import is disabled by policy." } @@ -239,6 +245,7 @@ public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { public var allowVerifiedEvidence: Bool public var allowMemoryWarningsForVerified: Bool public var speculativeAutoDisablePolicy: TurboQuantSpeculativeAutoDisablePolicy + public var allowPlatformUnlockEvidence: Bool public init( acceptedCompatibilityPairIDs: Set = [], @@ -247,7 +254,8 @@ public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { requestedEvidenceLevel: RuntimeEvidenceLevel = .smokeTested, allowVerifiedEvidence: Bool = false, allowMemoryWarningsForVerified: Bool = false, - speculativeAutoDisablePolicy: TurboQuantSpeculativeAutoDisablePolicy = .productDefault + speculativeAutoDisablePolicy: TurboQuantSpeculativeAutoDisablePolicy = .productDefault, + allowPlatformUnlockEvidence: Bool = false ) { self.acceptedCompatibilityPairIDs = acceptedCompatibilityPairIDs self.acceptedFallbackContractHashes = acceptedFallbackContractHashes @@ -256,6 +264,7 @@ public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { self.allowVerifiedEvidence = allowVerifiedEvidence self.allowMemoryWarningsForVerified = allowMemoryWarningsForVerified self.speculativeAutoDisablePolicy = speculativeAutoDisablePolicy + self.allowPlatformUnlockEvidence = allowPlatformUnlockEvidence } } @@ -340,7 +349,8 @@ extension TurboQuantCoreAttentionDecision: Codable { public init(from decoder: Decoder) throws { let container = try decoder.container(keyedBy: CodingKeys.self) selectedPath = try container.decode(TurboQuantAttentionPath.self, forKey: .selectedPath) - estimatedScratchBytes = try container.decodeIfPresent(Int.self, forKey: .estimatedScratchBytes) ?? 0 + estimatedScratchBytes = + try container.decodeIfPresent(Int.self, forKey: .estimatedScratchBytes) ?? 0 } public func encode(to encoder: Encoder) throws { @@ -504,7 +514,9 @@ public struct TurboQuantCoreBenchmarkAdapter: Sendable { decodeTokensPerSecondP95: coreReport.metrics.decodeTokensPerSecondP95, peakMemoryBytes: coreReport.metrics.peakMemoryBytes.map(Int64.init), compressedKVBytes: Int64(coreReport.metrics.compressedKVBytes), - decodedFallbackScratchBytes: coreReport.pathDecision.map { Int64($0.estimatedScratchBytes) }, + decodedFallbackScratchBytes: coreReport.pathDecision.map { + Int64($0.estimatedScratchBytes) + }, memoryWarningsSeen: coreReport.metrics.memoryWarningsSeen, fallbackUsed: coreReport.metrics.fallbackUsed, fallbackReason: coreReport.metrics.fallbackReason, @@ -548,6 +560,7 @@ public struct TurboQuantBenchmarkImporter: Sendable { speculativeAutoDisableDecision: report.metrics.speculativeTelemetry.map { policy.speculativeAutoDisablePolicy.evaluate($0) }, + platformEvidenceDimensions: report.runtime.platformEvidenceDimensions, admittedContextTokens: report.runtime.admittedContextTokens, peakMemoryBytes: report.metrics.peakMemoryBytes ?? 0, promptTokensPerSecond: report.metrics.prefillTokensPerSecond, @@ -577,10 +590,14 @@ public struct TurboQuantBenchmarkImporter: Sendable { guard !report.compatibilityPairID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty else { throw TurboQuantBenchmarkImportFailure.missingCompatibilityPairID } - guard !report.runtime.fallbackContractHash.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty else { + guard + !report.runtime.fallbackContractHash.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty + else { throw TurboQuantBenchmarkImportFailure.missingFallbackContractHash } - guard !report.qualityGate.benchmarkSuiteID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty else { + guard + !report.qualityGate.benchmarkSuiteID.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty + else { throw TurboQuantBenchmarkImportFailure.missingBenchmarkSuiteID } @@ -589,13 +606,17 @@ public struct TurboQuantBenchmarkImporter: Sendable { throw TurboQuantBenchmarkImportFailure.verifiedEvidenceDisabled } guard policy.acceptedCompatibilityPairIDs.contains(report.compatibilityPairID) else { - throw TurboQuantBenchmarkImportFailure.unknownCompatibilityPairID(report.compatibilityPairID) + throw TurboQuantBenchmarkImportFailure.unknownCompatibilityPairID( + report.compatibilityPairID) } - guard policy.acceptedFallbackContractHashes.contains(report.runtime.fallbackContractHash) else { - throw TurboQuantBenchmarkImportFailure.fallbackContractHashMismatch(report.runtime.fallbackContractHash) + guard policy.acceptedFallbackContractHashes.contains(report.runtime.fallbackContractHash) + else { + throw TurboQuantBenchmarkImportFailure.fallbackContractHashMismatch( + report.runtime.fallbackContractHash) } guard let layoutVersion = report.runtime.layoutVersion, - policy.acceptedLayoutVersions.contains(layoutVersion) else { + policy.acceptedLayoutVersions.contains(layoutVersion) + else { throw TurboQuantBenchmarkImportFailure.layoutVersionMismatch( expected: Array(policy.acceptedLayoutVersions).sorted(), actual: report.runtime.layoutVersion @@ -605,27 +626,39 @@ public struct TurboQuantBenchmarkImporter: Sendable { throw TurboQuantBenchmarkImportFailure.qualityGateFailed(report.qualityGate.gateReason) } guard !report.metrics.jetsamObserved else { - throw TurboQuantBenchmarkImportFailure.memoryGateFailed("Jetsam was observed during the benchmark.") + throw TurboQuantBenchmarkImportFailure.memoryGateFailed( + "Jetsam was observed during the benchmark.") } if !policy.allowMemoryWarningsForVerified, report.metrics.memoryWarningsSeen > 0 { - throw TurboQuantBenchmarkImportFailure.memoryGateFailed("Memory warnings were observed during the benchmark.") + throw TurboQuantBenchmarkImportFailure.memoryGateFailed( + "Memory warnings were observed during the benchmark.") } if report.runtime.speculativeDimensions?.enabled == true { guard let telemetry = report.metrics.speculativeTelemetry else { - throw TurboQuantBenchmarkImportFailure.speculativeGateFailed("Speculative evidence requires acceptance telemetry.") + throw TurboQuantBenchmarkImportFailure.speculativeGateFailed( + "Speculative evidence requires acceptance telemetry.") } let decision = policy.speculativeAutoDisablePolicy.evaluate(telemetry) guard !decision.shouldDisable else { throw TurboQuantBenchmarkImportFailure.speculativeGateFailed(decision.message) } guard telemetry.targetSequenceMatched == true else { - throw TurboQuantBenchmarkImportFailure.speculativeGateFailed("Accepted speculative tokens must match the target verifier.") + throw TurboQuantBenchmarkImportFailure.speculativeGateFailed( + "Accepted speculative tokens must match the target verifier.") } guard telemetry.tokenizerCompatible == true else { - throw TurboQuantBenchmarkImportFailure.speculativeGateFailed("Draft and target tokenizers must be compatible.") + throw TurboQuantBenchmarkImportFailure.speculativeGateFailed( + "Draft and target tokenizers must be compatible.") } guard telemetry.p50DecodeSpeedup != nil else { - throw TurboQuantBenchmarkImportFailure.speculativeGateFailed("Speculative verified evidence requires p50 decode speedup evidence.") + throw TurboQuantBenchmarkImportFailure.speculativeGateFailed( + "Speculative verified evidence requires p50 decode speedup evidence.") + } + } + if report.runtime.platformEvidenceDimensions?.isDisabled == false { + guard policy.allowPlatformUnlockEvidence else { + throw TurboQuantBenchmarkImportFailure.platformGateFailed( + "Platform unlock evidence import is disabled by policy.") } } } diff --git a/Sources/PinesCore/Inference/TurboQuantPlatformUnlocks.swift b/Sources/PinesCore/Inference/TurboQuantPlatformUnlocks.swift new file mode 100644 index 0000000..36f6daa --- /dev/null +++ b/Sources/PinesCore/Inference/TurboQuantPlatformUnlocks.swift @@ -0,0 +1,709 @@ +import Foundation + +public enum TurboQuantPrecisionSegmentRole: String, Codable, Sendable, CaseIterable { + case defaultContext + case pinnedPrompt + case liveRecent + case retrievedEvidence + case summary + case toolState + case agentScratch + case audioTranscript + case imageMemory + case kvSnapshotReference + + public var displayName: String { + switch self { + case .defaultContext: + "Default context" + case .pinnedPrompt: + "Pinned prompt" + case .liveRecent: + "Live recent" + case .retrievedEvidence: + "Retrieved evidence" + case .summary: + "Summary" + case .toolState: + "Tool state" + case .agentScratch: + "Agent scratch" + case .audioTranscript: + "Audio transcript" + case .imageMemory: + "Image memory" + case .kvSnapshotReference: + "KV snapshot reference" + } + } +} + +public struct TurboQuantPrecisionSegment: Hashable, Codable, Sendable, Identifiable { + public var id: UUID + public var role: TurboQuantPrecisionSegmentRole + public var tokenStart: Int + public var tokenCount: Int + public var keyBits: Int + public var valueBits: Int + public var priority: Double + public var reason: String + + public var tokenEnd: Int { + tokenStart + tokenCount + } + + public var validationErrors: [String] { + var errors: [String] = [] + if tokenStart < 0 { + errors.append("precision segment tokenStart must be nonnegative") + } + if tokenCount <= 0 { + errors.append("precision segment tokenCount must be positive") + } + if keyBits <= 0 || valueBits <= 0 { + errors.append("precision segment bits must be positive") + } + if reason.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { + errors.append("precision segment requires reason") + } + return errors + } + + public init( + id: UUID = UUID(), + role: TurboQuantPrecisionSegmentRole, + tokenStart: Int, + tokenCount: Int, + keyBits: Int, + valueBits: Int, + priority: Double = 0, + reason: String + ) { + self.id = id + self.role = role + self.tokenStart = max(0, tokenStart) + self.tokenCount = max(0, tokenCount) + self.keyBits = max(0, keyBits) + self.valueBits = max(0, valueBits) + self.priority = min(1, max(0, priority)) + self.reason = reason + } +} + +public struct TurboQuantLayerSensitivity: Hashable, Codable, Sendable, Identifiable { + public var id: String { "\(layerIndex):\(role.rawValue)" } + public var layerIndex: Int + public var role: TurboQuantPrecisionSegmentRole + public var sensitivityScore: Double + public var recommendedKeyBits: Int + public var recommendedValueBits: Int + + public init( + layerIndex: Int, + role: TurboQuantPrecisionSegmentRole, + sensitivityScore: Double, + recommendedKeyBits: Int, + recommendedValueBits: Int + ) { + self.layerIndex = max(0, layerIndex) + self.role = role + self.sensitivityScore = min(1, max(0, sensitivityScore)) + self.recommendedKeyBits = max(0, recommendedKeyBits) + self.recommendedValueBits = max(0, recommendedValueBits) + } +} + +public struct TurboQuantHeadSensitivity: Hashable, Codable, Sendable, Identifiable { + public var id: String { "\(layerIndex):\(headIndex):\(role.rawValue)" } + public var layerIndex: Int + public var headIndex: Int + public var role: TurboQuantPrecisionSegmentRole + public var sensitivityScore: Double + public var recommendedKeyBits: Int + public var recommendedValueBits: Int + + public init( + layerIndex: Int, + headIndex: Int, + role: TurboQuantPrecisionSegmentRole, + sensitivityScore: Double, + recommendedKeyBits: Int, + recommendedValueBits: Int + ) { + self.layerIndex = max(0, layerIndex) + self.headIndex = max(0, headIndex) + self.role = role + self.sensitivityScore = min(1, max(0, sensitivityScore)) + self.recommendedKeyBits = max(0, recommendedKeyBits) + self.recommendedValueBits = max(0, recommendedValueBits) + } +} + +public struct TurboQuantAdaptivePrecisionPolicy: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var enabled: Bool + public var killSwitchEnabled: Bool + public var evidenceRequired: Bool + public var policyID: String? + public var compatibilityPairID: String? + public var baseKeyBits: Int + public var baseValueBits: Int + public var highPrecisionKeyBits: Int + public var highPrecisionValueBits: Int + public var deterministicSelectionSeed: UInt64 + public var segmentPolicy: [TurboQuantPrecisionSegment] + public var layerSensitivity: [TurboQuantLayerSensitivity] + public var headSensitivity: [TurboQuantHeadSensitivity] + + public var isProductActive: Bool { + enabled && !killSwitchEnabled && !evidenceRequired + } + + public var validationErrors: [String] { + var errors: [String] = [] + if isProductActive, compatibilityPairID?.isEmpty != false { + errors.append("active adaptive precision requires compatibilityPairID") + } + if baseKeyBits <= 0 || baseValueBits <= 0 { + errors.append("adaptive precision base bits must be positive") + } + if highPrecisionKeyBits < baseKeyBits || highPrecisionValueBits < baseValueBits { + errors.append("adaptive high precision bits must be >= base bits") + } + for segment in segmentPolicy { + errors.append(contentsOf: segment.validationErrors) + } + return errors + } + + public init( + schemaVersion: Int = Self.schemaVersion, + enabled: Bool = false, + killSwitchEnabled: Bool = true, + evidenceRequired: Bool = true, + policyID: String? = nil, + compatibilityPairID: String? = nil, + baseKeyBits: Int = 4, + baseValueBits: Int = 4, + highPrecisionKeyBits: Int = 8, + highPrecisionValueBits: Int = 8, + deterministicSelectionSeed: UInt64 = 0, + segmentPolicy: [TurboQuantPrecisionSegment] = [], + layerSensitivity: [TurboQuantLayerSensitivity] = [], + headSensitivity: [TurboQuantHeadSensitivity] = [] + ) { + self.schemaVersion = schemaVersion + self.enabled = enabled + self.killSwitchEnabled = killSwitchEnabled + self.evidenceRequired = evidenceRequired + self.policyID = policyID + self.compatibilityPairID = compatibilityPairID + self.baseKeyBits = max(0, baseKeyBits) + self.baseValueBits = max(0, baseValueBits) + self.highPrecisionKeyBits = max(0, highPrecisionKeyBits) + self.highPrecisionValueBits = max(0, highPrecisionValueBits) + self.deterministicSelectionSeed = deterministicSelectionSeed + self.segmentPolicy = segmentPolicy + self.layerSensitivity = layerSensitivity + self.headSensitivity = headSensitivity + } + + public static let disabled = Self() +} + +public enum TurboQuantOpenKVContainer: String, Codable, Sendable, CaseIterable { + case inMemory + case encryptedLocalBlob + case safetensors + case externalConverter +} + +public struct TurboQuantOpenKVIdentityPolicy: Hashable, Codable, Sendable { + public var requireModelID: Bool + public var requireModelRevision: Bool + public var requireTokenizerHash: Bool + public var requireProfileHash: Bool + public var requireRopeHash: Bool + public var requirePrefixHash: Bool + public var requireFallbackContractHash: Bool + + public init( + requireModelID: Bool = true, + requireModelRevision: Bool = true, + requireTokenizerHash: Bool = true, + requireProfileHash: Bool = true, + requireRopeHash: Bool = true, + requirePrefixHash: Bool = true, + requireFallbackContractHash: Bool = true + ) { + self.requireModelID = requireModelID + self.requireModelRevision = requireModelRevision + self.requireTokenizerHash = requireTokenizerHash + self.requireProfileHash = requireProfileHash + self.requireRopeHash = requireRopeHash + self.requirePrefixHash = requirePrefixHash + self.requireFallbackContractHash = requireFallbackContractHash + } + + public static let failClosed = Self() +} + +public struct TurboQuantOpenKVFormatDescriptor: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var enabled: Bool + public var killSwitchEnabled: Bool + public var evidenceRequired: Bool + public var formatName: String + public var formatVersion: Int + public var container: TurboQuantOpenKVContainer + public var turboQuantLayoutVersion: Int? + public var tensorEncoding: String + public var metadataSchemaVersion: Int + public var identityPolicy: TurboQuantOpenKVIdentityPolicy + public var localOnlyByDefault: Bool + public var encryptionRequired: Bool + public var supportExportIncludesBlobs: Bool + public var externalConverterID: String? + + public var isProductActive: Bool { + enabled && !killSwitchEnabled && !evidenceRequired + } + + public var validationErrors: [String] { + var errors: [String] = [] + if isProductActive, turboQuantLayoutVersion == nil { + errors.append("active open KV format requires turboQuantLayoutVersion") + } + if isProductActive, !encryptionRequired { + errors.append("active open KV format requires encryption") + } + if isProductActive, !localOnlyByDefault { + errors.append("active open KV format must remain local-only by default") + } + if container == .externalConverter, externalConverterID?.isEmpty != false { + errors.append("external converter open KV format requires externalConverterID") + } + if supportExportIncludesBlobs { + errors.append("support export must not include KV blobs by default") + } + return errors + } + + public init( + schemaVersion: Int = Self.schemaVersion, + enabled: Bool = false, + killSwitchEnabled: Bool = true, + evidenceRequired: Bool = true, + formatName: String = "pines.turboquant.open-kv", + formatVersion: Int = 1, + container: TurboQuantOpenKVContainer = .encryptedLocalBlob, + turboQuantLayoutVersion: Int? = nil, + tensorEncoding: String = "compressed-pages", + metadataSchemaVersion: Int = 1, + identityPolicy: TurboQuantOpenKVIdentityPolicy = .failClosed, + localOnlyByDefault: Bool = true, + encryptionRequired: Bool = true, + supportExportIncludesBlobs: Bool = false, + externalConverterID: String? = nil + ) { + self.schemaVersion = schemaVersion + self.enabled = enabled + self.killSwitchEnabled = killSwitchEnabled + self.evidenceRequired = evidenceRequired + self.formatName = formatName + self.formatVersion = max(1, formatVersion) + self.container = container + self.turboQuantLayoutVersion = turboQuantLayoutVersion + self.tensorEncoding = tensorEncoding + self.metadataSchemaVersion = max(1, metadataSchemaVersion) + self.identityPolicy = identityPolicy + self.localOnlyByDefault = localOnlyByDefault + self.encryptionRequired = encryptionRequired + self.supportExportIncludesBlobs = supportExportIncludesBlobs + self.externalConverterID = externalConverterID + } + + public static let disabled = Self() +} + +public struct TurboQuantMemoryPlanePolicy: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var semanticMemoryEnabled: Bool + public var userFactStoreEnabled: Bool + public var multimodalMemoryEnabled: Bool + public var audioTranscriptMemoryEnabled: Bool + public var imageMemoryEnabled: Bool + public var localAgentMemoryEnabled: Bool + public var toolStatePinningEnabled: Bool + public var killSwitchEnabled: Bool + public var evidenceRequired: Bool + public var localOnlyByDefault: Bool + public var cloudExportRequiresApproval: Bool + public var semanticMemoryBytes: Int64 + public var multimodalMemoryBytes: Int64 + public var agentWorkingMemoryBytes: Int64 + + public var hasEnabledFeature: Bool { + semanticMemoryEnabled + || userFactStoreEnabled + || multimodalMemoryEnabled + || audioTranscriptMemoryEnabled + || imageMemoryEnabled + || localAgentMemoryEnabled + || toolStatePinningEnabled + } + + public var isProductActive: Bool { + hasEnabledFeature && !killSwitchEnabled && !evidenceRequired + } + + public var validationErrors: [String] { + var errors: [String] = [] + if isProductActive, !localOnlyByDefault { + errors.append("memory plane must be local-only by default") + } + if isProductActive, !cloudExportRequiresApproval { + errors.append("memory plane cloud export requires approval") + } + return errors + } + + public init( + schemaVersion: Int = Self.schemaVersion, + semanticMemoryEnabled: Bool = false, + userFactStoreEnabled: Bool = false, + multimodalMemoryEnabled: Bool = false, + audioTranscriptMemoryEnabled: Bool = false, + imageMemoryEnabled: Bool = false, + localAgentMemoryEnabled: Bool = false, + toolStatePinningEnabled: Bool = false, + killSwitchEnabled: Bool = true, + evidenceRequired: Bool = true, + localOnlyByDefault: Bool = true, + cloudExportRequiresApproval: Bool = true, + semanticMemoryBytes: Int64 = 0, + multimodalMemoryBytes: Int64 = 0, + agentWorkingMemoryBytes: Int64 = 0 + ) { + self.schemaVersion = schemaVersion + self.semanticMemoryEnabled = semanticMemoryEnabled + self.userFactStoreEnabled = userFactStoreEnabled + self.multimodalMemoryEnabled = multimodalMemoryEnabled + self.audioTranscriptMemoryEnabled = audioTranscriptMemoryEnabled + self.imageMemoryEnabled = imageMemoryEnabled + self.localAgentMemoryEnabled = localAgentMemoryEnabled + self.toolStatePinningEnabled = toolStatePinningEnabled + self.killSwitchEnabled = killSwitchEnabled + self.evidenceRequired = evidenceRequired + self.localOnlyByDefault = localOnlyByDefault + self.cloudExportRequiresApproval = cloudExportRequiresApproval + self.semanticMemoryBytes = max(0, semanticMemoryBytes) + self.multimodalMemoryBytes = max(0, multimodalMemoryBytes) + self.agentWorkingMemoryBytes = max(0, agentWorkingMemoryBytes) + } + + public static let disabled = Self() +} + +public struct TurboQuantDeviceMeshPolicy: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var enabled: Bool + public var encryptedLANSyncEnabled: Bool + public var killSwitchEnabled: Bool + public var evidenceRequired: Bool + public var localNetworkOnly: Bool + public var peerIdentityRequired: Bool + public var shareKVBlobs: Bool + public var syncReserveBytes: Int64 + + public var isProductActive: Bool { + enabled && !killSwitchEnabled && !evidenceRequired + } + + public var validationErrors: [String] { + var errors: [String] = [] + if isProductActive, !encryptedLANSyncEnabled { + errors.append("active device mesh requires encrypted LAN sync") + } + if isProductActive, !localNetworkOnly { + errors.append("active device mesh must be local-network only") + } + if isProductActive, !peerIdentityRequired { + errors.append("active device mesh requires peer identity") + } + if shareKVBlobs { + errors.append("device mesh must not share KV blobs in Wave 7") + } + return errors + } + + public init( + schemaVersion: Int = Self.schemaVersion, + enabled: Bool = false, + encryptedLANSyncEnabled: Bool = false, + killSwitchEnabled: Bool = true, + evidenceRequired: Bool = true, + localNetworkOnly: Bool = true, + peerIdentityRequired: Bool = true, + shareKVBlobs: Bool = false, + syncReserveBytes: Int64 = 0 + ) { + self.schemaVersion = schemaVersion + self.enabled = enabled + self.encryptedLANSyncEnabled = encryptedLANSyncEnabled + self.killSwitchEnabled = killSwitchEnabled + self.evidenceRequired = evidenceRequired + self.localNetworkOnly = localNetworkOnly + self.peerIdentityRequired = peerIdentityRequired + self.shareKVBlobs = shareKVBlobs + self.syncReserveBytes = max(0, syncReserveBytes) + } + + public static let disabled = Self() +} + +public struct TurboQuantPersonalizationPolicy: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var personalizationEnabled: Bool + public var localAdaptersEnabled: Bool + public var killSwitchEnabled: Bool + public var evidenceRequired: Bool + public var adapterStateBytes: Int64 + public var deleteOnDataErasure: Bool + + public var isProductActive: Bool { + (personalizationEnabled || localAdaptersEnabled) && !killSwitchEnabled && !evidenceRequired + } + + public var validationErrors: [String] { + var errors: [String] = [] + if isProductActive, !deleteOnDataErasure { + errors.append("active personalization must delete state on data erasure") + } + return errors + } + + public init( + schemaVersion: Int = Self.schemaVersion, + personalizationEnabled: Bool = false, + localAdaptersEnabled: Bool = false, + killSwitchEnabled: Bool = true, + evidenceRequired: Bool = true, + adapterStateBytes: Int64 = 0, + deleteOnDataErasure: Bool = true + ) { + self.schemaVersion = schemaVersion + self.personalizationEnabled = personalizationEnabled + self.localAdaptersEnabled = localAdaptersEnabled + self.killSwitchEnabled = killSwitchEnabled + self.evidenceRequired = evidenceRequired + self.adapterStateBytes = max(0, adapterStateBytes) + self.deleteOnDataErasure = deleteOnDataErasure + } + + public static let disabled = Self() +} + +public struct TurboQuantPlatformUnlockAdmissionBudget: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var enabled: Bool + public var adaptivePrecisionMetadataBytes: Int64 + public var semanticMemoryBytes: Int64 + public var multimodalMemoryBytes: Int64 + public var agentWorkingMemoryBytes: Int64 + public var openKVFormatMetadataBytes: Int64 + public var deviceMeshSyncBytes: Int64 + public var personalizationAdapterBytes: Int64 + + public var totalReserveBytes: Int64 { + guard enabled else { return 0 } + return adaptivePrecisionMetadataBytes + + semanticMemoryBytes + + multimodalMemoryBytes + + agentWorkingMemoryBytes + + openKVFormatMetadataBytes + + deviceMeshSyncBytes + + personalizationAdapterBytes + } + + public init( + schemaVersion: Int = Self.schemaVersion, + enabled: Bool = false, + adaptivePrecisionMetadataBytes: Int64 = 0, + semanticMemoryBytes: Int64 = 0, + multimodalMemoryBytes: Int64 = 0, + agentWorkingMemoryBytes: Int64 = 0, + openKVFormatMetadataBytes: Int64 = 0, + deviceMeshSyncBytes: Int64 = 0, + personalizationAdapterBytes: Int64 = 0 + ) { + self.schemaVersion = schemaVersion + self.enabled = enabled + self.adaptivePrecisionMetadataBytes = max(0, adaptivePrecisionMetadataBytes) + self.semanticMemoryBytes = max(0, semanticMemoryBytes) + self.multimodalMemoryBytes = max(0, multimodalMemoryBytes) + self.agentWorkingMemoryBytes = max(0, agentWorkingMemoryBytes) + self.openKVFormatMetadataBytes = max(0, openKVFormatMetadataBytes) + self.deviceMeshSyncBytes = max(0, deviceMeshSyncBytes) + self.personalizationAdapterBytes = max(0, personalizationAdapterBytes) + } + + public static let disabled = Self() +} + +public struct TurboQuantPlatformEvidenceDimensions: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var activeFeatureIDs: [TurboQuantPlatformFeatureID] + public var adaptivePrecisionPolicyID: String? + public var adaptivePrecisionPolicyHash: String? + public var openKVFormatName: String? + public var openKVFormatVersion: Int? + public var openKVFormatHash: String? + public var semanticMemoryPolicyHash: String? + public var multimodalMemoryPolicyHash: String? + public var agentMemoryPolicyHash: String? + public var deviceMeshPolicyHash: String? + public var personalizationPolicyHash: String? + + public var isDisabled: Bool { + activeFeatureIDs.isEmpty + && adaptivePrecisionPolicyID == nil + && adaptivePrecisionPolicyHash == nil + && openKVFormatHash == nil + && semanticMemoryPolicyHash == nil + && multimodalMemoryPolicyHash == nil + && agentMemoryPolicyHash == nil + && deviceMeshPolicyHash == nil + && personalizationPolicyHash == nil + } + + public init( + schemaVersion: Int = Self.schemaVersion, + activeFeatureIDs: [TurboQuantPlatformFeatureID] = [], + adaptivePrecisionPolicyID: String? = nil, + adaptivePrecisionPolicyHash: String? = nil, + openKVFormatName: String? = nil, + openKVFormatVersion: Int? = nil, + openKVFormatHash: String? = nil, + semanticMemoryPolicyHash: String? = nil, + multimodalMemoryPolicyHash: String? = nil, + agentMemoryPolicyHash: String? = nil, + deviceMeshPolicyHash: String? = nil, + personalizationPolicyHash: String? = nil + ) { + self.schemaVersion = schemaVersion + self.activeFeatureIDs = Array(Set(activeFeatureIDs)).sorted { $0.rawValue < $1.rawValue } + self.adaptivePrecisionPolicyID = adaptivePrecisionPolicyID + self.adaptivePrecisionPolicyHash = adaptivePrecisionPolicyHash + self.openKVFormatName = openKVFormatName + self.openKVFormatVersion = openKVFormatVersion + self.openKVFormatHash = openKVFormatHash + self.semanticMemoryPolicyHash = semanticMemoryPolicyHash + self.multimodalMemoryPolicyHash = multimodalMemoryPolicyHash + self.agentMemoryPolicyHash = agentMemoryPolicyHash + self.deviceMeshPolicyHash = deviceMeshPolicyHash + self.personalizationPolicyHash = personalizationPolicyHash + } + + public static let disabled = Self() + + public func matches(_ requested: TurboQuantPlatformEvidenceDimensions?) -> Bool { + let requested = requested ?? .disabled + return self == requested + } +} + +public struct TurboQuantPlatformUnlockPolicy: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + + public var schemaVersion: Int + public var adaptivePrecision: TurboQuantAdaptivePrecisionPolicy + public var memoryPlane: TurboQuantMemoryPlanePolicy + public var openKVFormat: TurboQuantOpenKVFormatDescriptor + public var deviceMesh: TurboQuantDeviceMeshPolicy + public var personalization: TurboQuantPersonalizationPolicy + public var featureGates: [TurboQuantPlatformFeatureGate] + + public var activeFeatureIDs: [TurboQuantPlatformFeatureID] { + featureGates.filter(\.isProductActive).map(\.featureID) + } + + public var validationErrors: [String] { + var errors: [String] = [] + errors.append(contentsOf: adaptivePrecision.validationErrors) + errors.append(contentsOf: memoryPlane.validationErrors) + errors.append(contentsOf: openKVFormat.validationErrors) + errors.append(contentsOf: deviceMesh.validationErrors) + errors.append(contentsOf: personalization.validationErrors) + + let gatesByID = Dictionary(uniqueKeysWithValues: featureGates.map { ($0.featureID, $0) }) + func requireGate(_ featureID: TurboQuantPlatformFeatureID, when active: Bool) { + guard active else { return } + if gatesByID[featureID]?.isProductActive != true { + errors.append("active \(featureID.rawValue) requires product-active feature gate") + } + } + + requireGate(.adaptivePrecision, when: adaptivePrecision.isProductActive) + requireGate( + .semanticMemory, when: memoryPlane.semanticMemoryEnabled && memoryPlane.isProductActive) + requireGate( + .userFactStore, when: memoryPlane.userFactStoreEnabled && memoryPlane.isProductActive) + requireGate( + .multimodalMemory, when: memoryPlane.multimodalMemoryEnabled && memoryPlane.isProductActive) + requireGate( + .audioTranscriptMemory, + when: memoryPlane.audioTranscriptMemoryEnabled && memoryPlane.isProductActive) + requireGate(.imageMemory, when: memoryPlane.imageMemoryEnabled && memoryPlane.isProductActive) + requireGate( + .agentWorkingMemory, when: memoryPlane.localAgentMemoryEnabled && memoryPlane.isProductActive) + requireGate( + .toolStatePinning, when: memoryPlane.toolStatePinningEnabled && memoryPlane.isProductActive) + requireGate(.openKVFormat, when: openKVFormat.isProductActive) + requireGate(.deviceMesh, when: deviceMesh.isProductActive) + requireGate( + .encryptedLANSync, when: deviceMesh.encryptedLANSyncEnabled && deviceMesh.isProductActive) + requireGate( + .personalizationAdapters, + when: personalization.personalizationEnabled && personalization.isProductActive) + requireGate( + .localAdapters, when: personalization.localAdaptersEnabled && personalization.isProductActive) + + return errors + } + + public init( + schemaVersion: Int = Self.schemaVersion, + adaptivePrecision: TurboQuantAdaptivePrecisionPolicy = .disabled, + memoryPlane: TurboQuantMemoryPlanePolicy = .disabled, + openKVFormat: TurboQuantOpenKVFormatDescriptor = .disabled, + deviceMesh: TurboQuantDeviceMeshPolicy = .disabled, + personalization: TurboQuantPersonalizationPolicy = .disabled, + featureGates: [TurboQuantPlatformFeatureGate] = TurboQuantPlatformFeatureGate + .wave7DisabledDefaults + ) { + self.schemaVersion = schemaVersion + self.adaptivePrecision = adaptivePrecision + self.memoryPlane = memoryPlane + self.openKVFormat = openKVFormat + self.deviceMesh = deviceMesh + self.personalization = personalization + self.featureGates = featureGates + } + + public static let disabled = Self() +} diff --git a/Sources/PinesCore/Inference/TurboQuantRunDecision.swift b/Sources/PinesCore/Inference/TurboQuantRunDecision.swift index 15be234..8c70e20 100644 --- a/Sources/PinesCore/Inference/TurboQuantRunDecision.swift +++ b/Sources/PinesCore/Inference/TurboQuantRunDecision.swift @@ -22,6 +22,8 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { public var outputTokens: Int? public var speculativeTelemetry: TurboQuantSpeculativeTelemetry? public var speculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? + public var platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions? + public var platformUnlockPolicy: TurboQuantPlatformUnlockPolicy? public var contextAssemblyPlanID: String? public var memoryCalibrationSampleID: String? @@ -45,6 +47,8 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { outputTokens: Int? = nil, speculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil, speculativeAutoDisableDecision: TurboQuantSpeculativeAutoDisableDecision? = nil, + platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions? = nil, + platformUnlockPolicy: TurboQuantPlatformUnlockPolicy? = nil, contextAssemblyPlanID: String? = nil, memoryCalibrationSampleID: String? = nil ) { @@ -67,6 +71,8 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { self.outputTokens = outputTokens.map { max(0, $0) } self.speculativeTelemetry = speculativeTelemetry self.speculativeAutoDisableDecision = speculativeAutoDisableDecision + self.platformEvidenceDimensions = platformEvidenceDimensions + self.platformUnlockPolicy = platformUnlockPolicy self.contextAssemblyPlanID = contextAssemblyPlanID self.memoryCalibrationSampleID = memoryCalibrationSampleID } @@ -80,9 +86,13 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { errors.append("rejected paths require reasons") } if speculativeTelemetry?.targetSequenceMatched == false, - speculativeAutoDisableDecision?.shouldDisable != true { + speculativeAutoDisableDecision?.shouldDisable != true + { errors.append("target mismatch requires speculative auto-disable decision") } + if let platformUnlockPolicy { + errors.append(contentsOf: platformUnlockPolicy.validationErrors) + } return errors } } diff --git a/Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift b/Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift index cf8ac24..346f12a 100644 --- a/Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift +++ b/Sources/PinesCore/Inference/TurboQuantSchemaRegistry.swift @@ -18,6 +18,9 @@ public enum TurboQuantSchemaName: String, Codable, Sendable, CaseIterable { case adaptivePrecisionPolicy = "AdaptivePrecisionPolicy" case speculativeDecode = "SpeculativeDecode" case platformFeatureGate = "PlatformFeatureGate" + case platformUnlockPolicy = "PlatformUnlockPolicy" + case openKVFormat = "OpenKVFormat" + case platformEvidenceDimensions = "PlatformEvidenceDimensions" } public struct TurboQuantSchemaDefinition: Hashable, Codable, Sendable { @@ -32,22 +35,37 @@ public struct TurboQuantSchemaDefinition: Hashable, Codable, Sendable { public enum TurboQuantSchemaRegistry { public static let admissionPlan = TurboQuantSchemaDefinition(name: .admissionPlan, version: 1) - public static let runtimeMemoryZones = TurboQuantSchemaDefinition(name: .runtimeMemoryZones, version: 1) + public static let runtimeMemoryZones = TurboQuantSchemaDefinition( + name: .runtimeMemoryZones, version: 1) public static let runDecision = TurboQuantSchemaDefinition(name: .runDecision, version: 1) public static let failureEvent = TurboQuantSchemaDefinition(name: .failureEvent, version: 1) public static let benchmarkReport = TurboQuantSchemaDefinition(name: .benchmarkReport, version: 1) public static let profileEvidence = TurboQuantSchemaDefinition(name: .profileEvidence, version: 1) public static let qualityGate = TurboQuantSchemaDefinition(name: .qualityGate, version: 1) - public static let memoryCalibration = TurboQuantSchemaDefinition(name: .memoryCalibration, version: 1) - public static let contextAssemblyPlan = TurboQuantSchemaDefinition(name: .contextAssemblyPlan, version: 1) - public static let kvSnapshotManifest = TurboQuantSchemaDefinition(name: .kvSnapshotManifest, version: 1) - public static let snapshotSecurityPolicy = TurboQuantSchemaDefinition(name: .snapshotSecurityPolicy, version: 1) + public static let memoryCalibration = TurboQuantSchemaDefinition( + name: .memoryCalibration, version: 1) + public static let contextAssemblyPlan = TurboQuantSchemaDefinition( + name: .contextAssemblyPlan, version: 1) + public static let kvSnapshotManifest = TurboQuantSchemaDefinition( + name: .kvSnapshotManifest, version: 1) + public static let snapshotSecurityPolicy = TurboQuantSchemaDefinition( + name: .snapshotSecurityPolicy, version: 1) public static let modelProfile = TurboQuantSchemaDefinition(name: .modelProfile, version: 2) - public static let turboQuantLayout = TurboQuantSchemaDefinition(name: .turboQuantLayout, version: 4) - public static let turboQuantLayoutNext = TurboQuantSchemaDefinition(name: .turboQuantLayoutNext, version: 5) - public static let adaptivePrecisionPolicy = TurboQuantSchemaDefinition(name: .adaptivePrecisionPolicy, version: 1) - public static let speculativeDecode = TurboQuantSchemaDefinition(name: .speculativeDecode, version: 1) - public static let platformFeatureGate = TurboQuantSchemaDefinition(name: .platformFeatureGate, version: 1) + public static let turboQuantLayout = TurboQuantSchemaDefinition( + name: .turboQuantLayout, version: 4) + public static let turboQuantLayoutNext = TurboQuantSchemaDefinition( + name: .turboQuantLayoutNext, version: 5) + public static let adaptivePrecisionPolicy = TurboQuantSchemaDefinition( + name: .adaptivePrecisionPolicy, version: 1) + public static let speculativeDecode = TurboQuantSchemaDefinition( + name: .speculativeDecode, version: 1) + public static let platformFeatureGate = TurboQuantSchemaDefinition( + name: .platformFeatureGate, version: 1) + public static let platformUnlockPolicy = TurboQuantSchemaDefinition( + name: .platformUnlockPolicy, version: 1) + public static let openKVFormat = TurboQuantSchemaDefinition(name: .openKVFormat, version: 1) + public static let platformEvidenceDimensions = TurboQuantSchemaDefinition( + name: .platformEvidenceDimensions, version: 1) public static let allDefinitions: [TurboQuantSchemaDefinition] = [ admissionPlan, @@ -67,6 +85,9 @@ public enum TurboQuantSchemaRegistry { adaptivePrecisionPolicy, speculativeDecode, platformFeatureGate, + platformUnlockPolicy, + openKVFormat, + platformEvidenceDimensions, ] public static let versionsByName: [TurboQuantSchemaName: Int] = Dictionary( diff --git a/Sources/PinesCore/Inference/TurboQuantSpeculative.swift b/Sources/PinesCore/Inference/TurboQuantSpeculative.swift index c14ea48..96633b7 100644 --- a/Sources/PinesCore/Inference/TurboQuantSpeculative.swift +++ b/Sources/PinesCore/Inference/TurboQuantSpeculative.swift @@ -142,12 +142,15 @@ public struct TurboQuantSpeculativeAutoDisablePolicy: Hashable, Codable, Sendabl public static let productDefault = Self() - public func evaluate(_ telemetry: TurboQuantSpeculativeTelemetry) -> TurboQuantSpeculativeAutoDisableDecision { + public func evaluate(_ telemetry: TurboQuantSpeculativeTelemetry) + -> TurboQuantSpeculativeAutoDisableDecision + { guard telemetry.state == .active || telemetry.state == .eligible else { return .keepEnabled } if requireTokenizerCompatibility, telemetry.tokenizerCompatible == false { - return disable(.tokenizerMismatch, telemetry, "Draft and target tokenizers are not compatible.") + return disable( + .tokenizerMismatch, telemetry, "Draft and target tokenizers are not compatible.") } if requireTargetSequenceMatch, telemetry.targetSequenceMatched == false { return TurboQuantSpeculativeAutoDisableDecision( @@ -173,10 +176,12 @@ public struct TurboQuantSpeculativeAutoDisablePolicy: Hashable, Codable, Sendabl return .keepEnabled } if let acceptanceRate = telemetry.acceptanceRate, acceptanceRate < minimumAcceptanceRate { - return disable(.lowAcceptance, telemetry, "Speculative acceptance fell below the policy threshold.") + return disable( + .lowAcceptance, telemetry, "Speculative acceptance fell below the policy threshold.") } if let speedup = telemetry.p50DecodeSpeedup, speedup < minimumP50DecodeSpeedup { - return disable(.noDecodeSpeedup, telemetry, "Speculative decode did not improve p50 decode throughput.") + return disable( + .noDecodeSpeedup, telemetry, "Speculative decode did not improve p50 decode throughput.") } return .keepEnabled } @@ -403,30 +408,63 @@ public struct TurboQuantSpeculativeAdmissionBudget: Hashable, Codable, Sendable public enum TurboQuantPlatformFeatureID: String, Codable, Sendable, CaseIterable { case adaptivePrecision + case segmentPrecision + case layerSensitivity + case headSensitivity case semanticMemory + case userFactStore case multimodalMemory + case audioTranscriptMemory + case imageMemory case agentWorkingMemory + case toolStatePinning case openKVFormat + case safetensorsLayout + case externalConverter case deviceMesh + case encryptedLANSync case personalizationAdapters + case localAdapters case platformKillSwitches public var displayName: String { switch self { case .adaptivePrecision: "Adaptive precision" + case .segmentPrecision: + "Segment precision" + case .layerSensitivity: + "Layer sensitivity" + case .headSensitivity: + "Head sensitivity" case .semanticMemory: "Semantic memory" + case .userFactStore: + "User fact store" case .multimodalMemory: "Multimodal memory" + case .audioTranscriptMemory: + "Audio transcript memory" + case .imageMemory: + "Image memory" case .agentWorkingMemory: "Agent working memory" + case .toolStatePinning: + "Tool-state pinning" case .openKVFormat: "Open KV format" + case .safetensorsLayout: + "Safetensors layout" + case .externalConverter: + "External converter" case .deviceMesh: "Device mesh" + case .encryptedLANSync: + "Encrypted LAN sync" case .personalizationAdapters: "Personalization adapters" + case .localAdapters: + "Local adapters" case .platformKillSwitches: "Platform kill switches" } @@ -475,4 +513,12 @@ public struct TurboQuantPlatformFeatureGate: Hashable, Codable, Sendable { notes: "Wave 6 design/schema gate only; product activation requires explicit evidence gates." ) } + + public static let wave7DisabledDefaults: [Self] = TurboQuantPlatformFeatureID.allCases.map { + Self( + featureID: $0, + notes: + "Wave 7 platform gate only; product activation requires green compatibility and explicit evidence gates." + ) + } } diff --git a/Sources/PinesCore/Persistence/DatabaseSchema.swift b/Sources/PinesCore/Persistence/DatabaseSchema.swift index 0896cb6..8be66de 100644 --- a/Sources/PinesCore/Persistence/DatabaseSchema.swift +++ b/Sources/PinesCore/Persistence/DatabaseSchema.swift @@ -13,10 +13,12 @@ public struct DatabaseMigration: Hashable, Codable, Sendable { } public enum PinesDatabaseSchema { - public static let currentVersion = 22 + public static let currentVersion = 23 public static let migrations: [DatabaseMigration] = [ - DatabaseMigration(version: 1, name: "initial-local-first-schema", sql: [ + DatabaseMigration( + version: 1, name: "initial-local-first-schema", + sql: [ """ CREATE TABLE IF NOT EXISTS conversations ( id TEXT PRIMARY KEY NOT NULL, @@ -135,7 +137,9 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_vault_chunks_document ON vault_chunks(document_id, ordinal);", "CREATE INDEX IF NOT EXISTS idx_audit_created ON audit_events(created_at);", ]), - DatabaseMigration(version: 2, name: "production-runtime-state", sql: [ + DatabaseMigration( + version: 2, name: "production-runtime-state", + sql: [ """ CREATE TRIGGER IF NOT EXISTS messages_ai AFTER INSERT ON messages BEGIN INSERT INTO messages_fts(rowid, content, conversation_id, message_id) @@ -293,7 +297,9 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_tool_runs_session ON tool_runs(agent_session_id, created_at);", "CREATE INDEX IF NOT EXISTS idx_sync_records_state ON sync_records(state);", ]), - DatabaseMigration(version: 3, name: "vault-turboquant-embeddings", sql: [ + DatabaseMigration( + version: 3, name: "vault-turboquant-embeddings", + sql: [ """ CREATE TABLE IF NOT EXISTS vault_embeddings ( chunk_id TEXT PRIMARY KEY NOT NULL REFERENCES vault_chunks(id) ON DELETE CASCADE, @@ -311,7 +317,9 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_vault_embeddings_model ON vault_embeddings(embedding_model_id, dimensions);", "CREATE INDEX IF NOT EXISTS idx_vault_embeddings_document ON vault_embeddings(document_id);", ]), - DatabaseMigration(version: 4, name: "remote-mcp-tools", sql: [ + DatabaseMigration( + version: 4, name: "remote-mcp-tools", + sql: [ """ CREATE TABLE IF NOT EXISTS mcp_servers ( id TEXT PRIMARY KEY NOT NULL, @@ -349,7 +357,9 @@ public enum PinesDatabaseSchema { """, "CREATE INDEX IF NOT EXISTS idx_mcp_tools_server ON mcp_tools(server_id);", ]), - DatabaseMigration(version: 5, name: "mcp-resources-prompts-sampling", sql: [ + DatabaseMigration( + version: 5, name: "mcp-resources-prompts-sampling", + sql: [ "ALTER TABLE mcp_servers ADD COLUMN resources_enabled INTEGER NOT NULL DEFAULT 0;", "ALTER TABLE mcp_servers ADD COLUMN prompts_enabled INTEGER NOT NULL DEFAULT 0;", "ALTER TABLE mcp_servers ADD COLUMN sampling_enabled INTEGER NOT NULL DEFAULT 0;", @@ -402,17 +412,23 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_mcp_resources_server ON mcp_resources(server_id);", "CREATE INDEX IF NOT EXISTS idx_mcp_prompts_server ON mcp_prompts(server_id);", ]), - DatabaseMigration(version: 6, name: "retrieval-and-sync-indexes", sql: [ + DatabaseMigration( + version: 6, name: "retrieval-and-sync-indexes", + sql: [ "CREATE INDEX IF NOT EXISTS idx_messages_conversation_created ON messages(conversation_id, created_at DESC);", "CREATE INDEX IF NOT EXISTS idx_conversations_list ON conversations(deleted_at, pinned DESC, updated_at DESC);", "CREATE INDEX IF NOT EXISTS idx_vault_documents_sync_updated ON vault_documents(sync_state, updated_at DESC);", "CREATE INDEX IF NOT EXISTS idx_vault_embeddings_scan ON vault_embeddings(dimensions, embedding_model_id, chunk_id);", "CREATE INDEX IF NOT EXISTS idx_vault_chunks_document_ordinal ON vault_chunks(document_id, ordinal);", ]), - DatabaseMigration(version: 7, name: "conversation-provider-selection", sql: [ - "ALTER TABLE conversations ADD COLUMN default_provider_id TEXT;", + DatabaseMigration( + version: 7, name: "conversation-provider-selection", + sql: [ + "ALTER TABLE conversations ADD COLUMN default_provider_id TEXT;" ]), - DatabaseMigration(version: 8, name: "cloudkit-message-and-embedding-merge-keys", sql: [ + DatabaseMigration( + version: 8, name: "cloudkit-message-and-embedding-merge-keys", + sql: [ "ALTER TABLE messages ADD COLUMN updated_at REAL;", "ALTER TABLE messages ADD COLUMN deleted_at REAL;", "ALTER TABLE messages ADD COLUMN sync_state TEXT NOT NULL DEFAULT 'local';", @@ -447,10 +463,14 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_vault_embeddings_document ON vault_embeddings(document_id);", "CREATE INDEX IF NOT EXISTS idx_vault_embeddings_scan ON vault_embeddings(dimensions, embedding_model_id, chunk_id);", ]), - DatabaseMigration(version: 9, name: "message-provider-metadata", sql: [ - "ALTER TABLE messages ADD COLUMN provider_metadata_json TEXT;", + DatabaseMigration( + version: 9, name: "message-provider-metadata", + sql: [ + "ALTER TABLE messages ADD COLUMN provider_metadata_json TEXT;" ]), - DatabaseMigration(version: 10, name: "vault-embedding-profiles", sql: [ + DatabaseMigration( + version: 10, name: "vault-embedding-profiles", + sql: [ """ CREATE TABLE IF NOT EXISTS vault_embedding_profiles ( id TEXT PRIMARY KEY NOT NULL, @@ -574,11 +594,15 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_vault_embeddings_document ON vault_embeddings(document_id);", "CREATE INDEX IF NOT EXISTS idx_vault_embeddings_scan ON vault_embeddings(dimensions, profile_id, chunk_id);", ]), - DatabaseMigration(version: 11, name: "message-tool-call-payloads", sql: [ + DatabaseMigration( + version: 11, name: "message-tool-call-payloads", + sql: [ "ALTER TABLE messages ADD COLUMN tool_name TEXT;", "ALTER TABLE messages ADD COLUMN tool_calls_json TEXT;", ]), - DatabaseMigration(version: 12, name: "fts-delete-triggers", sql: [ + DatabaseMigration( + version: 12, name: "fts-delete-triggers", + sql: [ "DROP TRIGGER IF EXISTS messages_ad;", "DROP TRIGGER IF EXISTS messages_au;", "DROP TRIGGER IF EXISTS vault_chunks_ad;", @@ -608,7 +632,9 @@ public enum PinesDatabaseSchema { END; """, ]), - DatabaseMigration(version: 13, name: "high-assurance-security-reset", sql: [ + DatabaseMigration( + version: 13, name: "high-assurance-security-reset", + sql: [ "ALTER TABLE cloud_providers ADD COLUMN headers_json TEXT;", "ALTER TABLE cloud_providers ADD COLUMN allow_insecure_local_http INTEGER NOT NULL DEFAULT 0;", "UPDATE cloud_providers SET headers_json = NULL, extra_headers_json = NULL, validation_status = 'unvalidated', last_validation_error = NULL;", @@ -632,7 +658,9 @@ public enum PinesDatabaseSchema { ); """, ]), - DatabaseMigration(version: 14, name: "openai-parity-contracts", sql: [ + DatabaseMigration( + version: 14, name: "openai-parity-contracts", + sql: [ "ALTER TABLE chat_runs ADD COLUMN provider_kind TEXT;", "ALTER TABLE chat_runs ADD COLUMN provider_base_url TEXT;", "ALTER TABLE chat_runs ADD COLUMN provider_request_id TEXT;", @@ -814,7 +842,9 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_openai_batch_jobs_provider ON openai_batch_jobs(provider_id, created_at DESC);", "CREATE INDEX IF NOT EXISTS idx_openai_structured_output_results_response ON openai_structured_output_results(response_id);", ]), - DatabaseMigration(version: 15, name: "generic-provider-persistence", sql: [ + DatabaseMigration( + version: 15, name: "generic-provider-persistence", + sql: [ """ CREATE TABLE IF NOT EXISTS provider_files ( id TEXT PRIMARY KEY NOT NULL, @@ -1051,7 +1081,9 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_provider_research_runs_response ON provider_research_runs(provider_kind, response_id);", "CREATE INDEX IF NOT EXISTS idx_provider_research_runs_status ON provider_research_runs(status, updated_at);", ]), - DatabaseMigration(version: 16, name: "project-spaces", sql: [ + DatabaseMigration( + version: 16, name: "project-spaces", + sql: [ """ CREATE TABLE IF NOT EXISTS projects ( id TEXT PRIMARY KEY NOT NULL, @@ -1068,21 +1100,29 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_conversations_project ON conversations(project_id, updated_at DESC);", "CREATE INDEX IF NOT EXISTS idx_vault_documents_project ON vault_documents(project_id, updated_at DESC);", ]), - DatabaseMigration(version: 17, name: "model-install-runtime-metadata", sql: [ + DatabaseMigration( + version: 17, name: "model-install-runtime-metadata", + sql: [ "ALTER TABLE model_installs ADD COLUMN parameter_count INTEGER;", "ALTER TABLE model_installs ADD COLUMN key_head_dimension INTEGER;", "ALTER TABLE model_installs ADD COLUMN value_head_dimension INTEGER;", ]), - DatabaseMigration(version: 18, name: "model-install-nested-runtime-metadata", sql: [ + DatabaseMigration( + version: 18, name: "model-install-nested-runtime-metadata", + sql: [ "ALTER TABLE model_installs ADD COLUMN text_config_model_type TEXT;", "ALTER TABLE model_installs ADD COLUMN routed_experts INTEGER;", "ALTER TABLE model_installs ADD COLUMN experts_per_token INTEGER;", ]), - DatabaseMigration(version: 19, name: "model-install-cache-topology-support", sql: [ + DatabaseMigration( + version: 19, name: "model-install-cache-topology-support", + sql: [ "ALTER TABLE model_installs ADD COLUMN cache_topology TEXT NOT NULL DEFAULT 'standardAttention';", "ALTER TABLE model_installs ADD COLUMN turbo_quant_family_support TEXT NOT NULL DEFAULT 'attentionKVFull';", ]), - DatabaseMigration(version: 20, name: "turboquant-evidence-loop", sql: [ + DatabaseMigration( + version: 20, name: "turboquant-evidence-loop", + sql: [ """ CREATE TABLE IF NOT EXISTS turboquant_profile_evidence ( id TEXT PRIMARY KEY NOT NULL, @@ -1164,7 +1204,9 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_turboquant_memory_samples_lookup ON turboquant_memory_calibration_samples(model_id, device_class, user_mode, attention_path, created_at DESC);", "CREATE INDEX IF NOT EXISTS idx_turboquant_memory_calibrations_lookup ON turboquant_memory_calibrations(device_class, model_family, attention_path, updated_at DESC);", ]), - DatabaseMigration(version: 21, name: "turboquant-kv-snapshot-store", sql: [ + DatabaseMigration( + version: 21, name: "turboquant-kv-snapshot-store", + sql: [ """ CREATE TABLE IF NOT EXISTS kv_snapshot_manifest ( snapshot_id TEXT PRIMARY KEY NOT NULL, @@ -1249,12 +1291,20 @@ public enum PinesDatabaseSchema { "CREATE INDEX IF NOT EXISTS idx_kv_snapshot_restore_attempt_conversation ON kv_snapshot_restore_attempt(conversation_id, attempted_at DESC);", "CREATE INDEX IF NOT EXISTS idx_kv_snapshot_quarantine_snapshot ON kv_snapshot_quarantine(snapshot_id, quarantined_at DESC);", ]), - DatabaseMigration(version: 22, name: "turboquant-speculative-evidence", sql: [ + DatabaseMigration( + version: 22, name: "turboquant-speculative-evidence", + sql: [ "ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_dimensions_json TEXT;", "ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_telemetry_json TEXT;", "ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_auto_disable_json TEXT;", "CREATE INDEX IF NOT EXISTS idx_turboquant_profile_evidence_speculative ON turboquant_profile_evidence(model_id, user_mode, layout_version, created_at DESC);", ]), + DatabaseMigration( + version: 23, name: "turboquant-platform-evidence", + sql: [ + "ALTER TABLE turboquant_profile_evidence ADD COLUMN platform_evidence_dimensions_json TEXT;", + "CREATE INDEX IF NOT EXISTS idx_turboquant_profile_evidence_platform ON turboquant_profile_evidence(model_id, user_mode, layout_version, created_at DESC);", + ]), ] } diff --git a/Sources/PinesCoreTestRunner/main.swift b/Sources/PinesCoreTestRunner/main.swift index cbca57e..a361428 100644 --- a/Sources/PinesCoreTestRunner/main.swift +++ b/Sources/PinesCoreTestRunner/main.swift @@ -569,7 +569,7 @@ struct PinesCoreTestRunner { try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_dimensions_json"), "missing speculative evidence dimensions column") try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_telemetry_json"), "missing speculative telemetry column") try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_auto_disable_json"), "missing speculative auto-disable column") - try expectEqual(PinesDatabaseSchema.currentVersion, 22) + try expectEqual(PinesDatabaseSchema.currentVersion, 23) let config = LocalStoreConfiguration(iCloudSyncEnabled: true) try expect(config.iCloudSyncEnabled, "iCloud should be enabled") diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index 46ae48a..c446c0a 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -15,6 +15,9 @@ struct CoreContractTests { #expect(TurboQuantSchemaRegistry.versionsByName[.turboQuantLayoutNext] == 5) #expect(TurboQuantSchemaRegistry.versionsByName[.speculativeDecode] == 1) #expect(TurboQuantSchemaRegistry.versionsByName[.platformFeatureGate] == 1) + #expect(TurboQuantSchemaRegistry.versionsByName[.platformUnlockPolicy] == 1) + #expect(TurboQuantSchemaRegistry.versionsByName[.openKVFormat] == 1) + #expect(TurboQuantSchemaRegistry.versionsByName[.platformEvidenceDimensions] == 1) #expect(TurboQuantSchemaRegistry.allDefinitions.count == TurboQuantSchemaName.allCases.count) } @@ -171,7 +174,8 @@ struct CoreContractTests { ChatMessage(role: .user, content: "Earlier question"), ChatMessage(role: .assistant, content: "Earlier answer"), ChatMessage(id: anchorID, role: .user, content: "Current question"), - ChatMessage(id: staleID, role: .assistant, content: "Stale answer after the regenerated turn"), + ChatMessage( + id: staleID, role: .assistant, content: "Stale answer after the regenerated turn"), ] let result = ChatContextPacker.pack( @@ -219,8 +223,14 @@ struct CoreContractTests { let anchorID = UUID() var messages = [ChatMessage(role: .system, content: "System instruction")] for index in 0..<18 { - messages.append(ChatMessage(role: .user, content: "Earlier user decision \(index): " + String(repeating: "context ", count: 40))) - messages.append(ChatMessage(role: .assistant, content: "Earlier assistant result \(index): " + String(repeating: "detail ", count: 40))) + messages.append( + ChatMessage( + role: .user, + content: "Earlier user decision \(index): " + String(repeating: "context ", count: 40))) + messages.append( + ChatMessage( + role: .assistant, + content: "Earlier assistant result \(index): " + String(repeating: "detail ", count: 40))) } messages.append(ChatMessage(id: anchorID, role: .user, content: "Current question")) @@ -237,10 +247,14 @@ struct CoreContractTests { ) #expect(result.messages.contains { $0.id == anchorID }) - #expect(result.messages.contains { $0.role == .system && $0.content.contains("Earlier conversation handoff summary") }) + #expect( + result.messages.contains { + $0.role == .system && $0.content.contains("Earlier conversation handoff summary") + }) #expect(result.summary.rollingSummaryApplied) #expect(result.summary.rollingSummaryMessageCount > 0) - #expect(result.summary.providerMetadata[ChatContextMetadataKeys.rollingSummaryApplied] == "true") + #expect( + result.summary.providerMetadata[ChatContextMetadataKeys.rollingSummaryApplied] == "true") #expect(result.summary.estimatedInputTokens <= result.summary.inputBudgetTokens) } @@ -249,10 +263,13 @@ struct CoreContractTests { let latestUserID = UUID() let messages = [ ChatMessage(role: .user, content: "Earlier question").withPersistedMessageStatus(.complete), - ChatMessage(role: .assistant, content: "Earlier answer").withPersistedMessageStatus(.complete), + ChatMessage(role: .assistant, content: "Earlier answer").withPersistedMessageStatus( + .complete), ChatMessage(role: .assistant, content: "").withPersistedMessageStatus(.streaming), - ChatMessage(role: .assistant, content: "The previous run failed.").withPersistedMessageStatus(.failed), - ChatMessage(id: latestUserID, role: .user, content: "Continue from here").withPersistedMessageStatus(.complete), + ChatMessage(role: .assistant, content: "The previous run failed.").withPersistedMessageStatus( + .failed), + ChatMessage(id: latestUserID, role: .user, content: "Continue from here") + .withPersistedMessageStatus(.complete), ] let result = ChatTranscriptSanitizer.messagesForProviderRequest( @@ -261,7 +278,10 @@ struct CoreContractTests { ) #expect(result.messages.map(\.role) == [.user, .assistant, .user]) - #expect(result.messages.map(\.content) == ["Earlier question", "Earlier answer", "Continue from here"]) + #expect( + result.messages.map(\.content) == [ + "Earlier question", "Earlier answer", "Continue from here", + ]) #expect(result.summary.droppedIncompleteAssistantCount == 2) #expect(result.summary.droppedMessageCount == 2) #expect(result.summary.providerMetadata[ChatTranscriptMetadataKeys.droppedMessageCount] == "2") @@ -269,14 +289,17 @@ struct CoreContractTests { @Test func chatTranscriptSanitizerStripsInternalStatusMetadataBeforeProviderRequest() { - var assistant = ChatMessage(role: .assistant, content: "Ready.").withPersistedMessageStatus(.complete) + var assistant = ChatMessage(role: .assistant, content: "Ready.").withPersistedMessageStatus( + .complete) assistant.providerMetadata[CloudProviderMetadataKeys.openAIResponseID] = "resp_123" let result = ChatTranscriptSanitizer.messagesForProviderRequest([assistant]) #expect(result.messages.count == 1) - #expect(result.messages[0].providerMetadata[ChatTranscriptMetadataKeys.persistedMessageStatus] == nil) - #expect(result.messages[0].providerMetadata[CloudProviderMetadataKeys.openAIResponseID] == "resp_123") + #expect( + result.messages[0].providerMetadata[ChatTranscriptMetadataKeys.persistedMessageStatus] == nil) + #expect( + result.messages[0].providerMetadata[CloudProviderMetadataKeys.openAIResponseID] == "resp_123") } @Test @@ -290,7 +313,8 @@ struct CoreContractTests { ) let messages = [ ChatMessage(role: .assistant, content: "").withPersistedMessageStatus(.complete), - ChatMessage(id: latestUserID, role: .user, content: "", attachments: [attachment]).withPersistedMessageStatus(.complete), + ChatMessage(id: latestUserID, role: .user, content: "", attachments: [attachment]) + .withPersistedMessageStatus(.complete), ] let result = ChatTranscriptSanitizer.messagesForProviderRequest( @@ -307,8 +331,11 @@ struct CoreContractTests { @Test func freezeBreadcrumbJournalIsExplicitlyEnabledForStressRuns() { #expect(FreezeBreadcrumbJournal.isEnabled(environment: ["PINES_FREEZE_BREADCRUMBS": "1"])) - #expect(FreezeBreadcrumbJournal.isEnabled(environment: ["PINES_STRESS_MODE": "local-generation"])) - #expect(FreezeBreadcrumbJournal.isEnabled(arguments: ["pines", "--pines-stress-local-generation"], environment: [:])) + #expect( + FreezeBreadcrumbJournal.isEnabled(environment: ["PINES_STRESS_MODE": "local-generation"])) + #expect( + FreezeBreadcrumbJournal.isEnabled( + arguments: ["pines", "--pines-stress-local-generation"], environment: [:])) #expect(!FreezeBreadcrumbJournal.isEnabled(arguments: ["pines"], environment: [:])) } @@ -336,14 +363,16 @@ struct CoreContractTests { @Test func interruptedChatRunRepairMarksStaleStreamingAssistantMessagesFailed() { - let streaming = ChatMessage(role: .assistant, content: "").withPersistedMessageStatus(.streaming) + let streaming = ChatMessage(role: .assistant, content: "").withPersistedMessageStatus( + .streaming) let pendingTool = ChatMessage( role: .tool, content: "partial", toolCallID: "tool_1", toolName: "search" ).withPersistedMessageStatus(.pending) - let complete = ChatMessage(role: .assistant, content: "done").withPersistedMessageStatus(.complete) + let complete = ChatMessage(role: .assistant, content: "done").withPersistedMessageStatus( + .complete) let repairs = InterruptedChatRunRepair.repairs( for: [streaming, pendingTool, complete], @@ -355,10 +384,14 @@ struct CoreContractTests { #expect(repairs[0].status == .failed) #expect(repairs[0].content == InterruptedChatRunRepair.defaultInterruptedAssistantMessage) #expect(repairs[0].providerMetadata[ChatTranscriptMetadataKeys.persistedMessageStatus] == nil) - #expect(repairs[0].providerMetadata[ChatTranscriptMetadataKeys.interruptedRunOriginalStatus] == MessageStatus.streaming.rawValue) + #expect( + repairs[0].providerMetadata[ChatTranscriptMetadataKeys.interruptedRunOriginalStatus] + == MessageStatus.streaming.rawValue) #expect(repairs[1].toolName == "search") #expect(repairs[1].content == "partial") - #expect(repairs[1].providerMetadata[ChatTranscriptMetadataKeys.interruptedRunOriginalStatus] == MessageStatus.pending.rawValue) + #expect( + repairs[1].providerMetadata[ChatTranscriptMetadataKeys.interruptedRunOriginalStatus] + == MessageStatus.pending.rawValue) } @Test @@ -389,12 +422,14 @@ struct CoreContractTests { events.append(event) } - guard case let .finish(finish)? = events.last else { + guard case .finish(let finish)? = events.last else { Issue.record("Expected watchdog finish event.") return } #expect(finish.reason == .error) - #expect(finish.providerMetadata[LocalProviderMetadataKeys.generationWatchdogStage] == InferenceStreamWatchdogTimeoutStage.firstEvent.rawValue) + #expect( + finish.providerMetadata[LocalProviderMetadataKeys.generationWatchdogStage] + == InferenceStreamWatchdogTimeoutStage.firstEvent.rawValue) } @Test @@ -427,12 +462,14 @@ struct CoreContractTests { } #expect(events.contains(.token(TokenDelta(text: "hello", tokenCount: 1)))) - guard case let .finish(finish)? = events.last else { + guard case .finish(let finish)? = events.last else { Issue.record("Expected watchdog finish event.") return } #expect(finish.reason == .error) - #expect(finish.providerMetadata[LocalProviderMetadataKeys.generationWatchdogStage] == InferenceStreamWatchdogTimeoutStage.progress.rawValue) + #expect( + finish.providerMetadata[LocalProviderMetadataKeys.generationWatchdogStage] + == InferenceStreamWatchdogTimeoutStage.progress.rawValue) } @Test @@ -456,7 +493,8 @@ struct CoreContractTests { events.append(event) } - #expect(events == [ + #expect( + events == [ .token(TokenDelta(text: "ok", tokenCount: 1)), .finish(InferenceFinish(reason: .stop)), ]) @@ -474,7 +512,9 @@ struct CoreContractTests { ) } - private static func vaultSearchItem(documentID: UUID, title: String, text: String) -> VaultSearchItem { + private static func vaultSearchItem(documentID: UUID, title: String, text: String) + -> VaultSearchItem + { VaultSearchItem( documentID: documentID.uuidString, documentTitle: title, @@ -499,7 +539,9 @@ struct CoreContractTests { requiresTools: true ) - #expect(decision.destination == .denied(reason: .unsupportedCapability("No local model satisfies this request."))) + #expect( + decision.destination + == .denied(reason: .unsupportedCapability("No local model satisfies this request."))) } @Test @@ -509,11 +551,13 @@ struct CoreContractTests { mode: .preferLocal, local: ( localID, - ProviderCapabilities(local: true, textGeneration: true, vision: true, imageInputs: true, toolCalling: true) + ProviderCapabilities( + local: true, textGeneration: true, vision: true, imageInputs: true, toolCalling: true) ), cloud: ( ProviderID(rawValue: "cloud"), - ProviderCapabilities(local: false, textGeneration: true, vision: true, imageInputs: true, toolCalling: true) + ProviderCapabilities( + local: false, textGeneration: true, vision: true, imageInputs: true, toolCalling: true) ), requiredInputs: .init(requiresImages: true), requiresTools: true @@ -531,7 +575,9 @@ struct CoreContractTests { cloudAccessMode: .managedPro, local: nil, managedCloud: (managedID, ManagedCloudPolicy.defaultCapabilities), - byokCloud: (byokID, ProviderCapabilities(local: false, textGeneration: true, toolCalling: true)), + byokCloud: ( + byokID, ProviderCapabilities(local: false, textGeneration: true, toolCalling: true) + ), requiredInputs: .init(), requiresTools: true ) @@ -547,12 +593,17 @@ struct CoreContractTests { cloudAccessMode: .managedProWithBYOKOverride, local: nil, managedCloud: nil, - byokCloud: (byokID, ProviderCapabilities(local: false, textGeneration: true, toolCalling: true)), + byokCloud: ( + byokID, ProviderCapabilities(local: false, textGeneration: true, toolCalling: true) + ), requiredInputs: .init(), requiresTools: true ) - #expect(decision.destination == .denied(reason: .unsupportedCapability("No configured cloud provider satisfies this request."))) + #expect( + decision.destination + == .denied( + reason: .unsupportedCapability("No configured cloud provider satisfies this request."))) } @Test @@ -564,7 +615,9 @@ struct CoreContractTests { cloudAccessMode: .managedProWithBYOKOverride, local: nil, managedCloud: (managedID, ManagedCloudPolicy.defaultCapabilities), - byokCloud: (byokID, ProviderCapabilities(local: false, textGeneration: true, toolCalling: true)), + byokCloud: ( + byokID, ProviderCapabilities(local: false, textGeneration: true, toolCalling: true) + ), requiredInputs: .init(), requiresTools: true, prefersBYOKOverride: true @@ -582,7 +635,9 @@ struct CoreContractTests { cloudAccessMode: .byok, local: nil, managedCloud: (managedID, ManagedCloudPolicy.defaultCapabilities), - byokCloud: (byokID, ProviderCapabilities(local: false, textGeneration: true, toolCalling: true)), + byokCloud: ( + byokID, ProviderCapabilities(local: false, textGeneration: true, toolCalling: true) + ), requiredInputs: .init(), requiresTools: true ) @@ -597,8 +652,10 @@ struct CoreContractTests { ChatMessage( role: .user, content: "describe", - attachments: [ChatAttachment(kind: .image, fileName: "image.png", contentType: "image/png")] - ), + attachments: [ + ChatAttachment(kind: .image, fileName: "image.png", contentType: "image/png") + ] + ) ] ) #expect(imageRequirements.requiresImages) @@ -608,13 +665,19 @@ struct CoreContractTests { ChatMessage( role: .user, content: "describe", - attachments: [ChatAttachment(kind: .image, fileName: "photo.heic", contentType: "image/heic")] - ), + attachments: [ + ChatAttachment(kind: .image, fileName: "photo.heic", contentType: "image/heic") + ] + ) ] ) #expect(heicRequirements.requiresImages) - #expect(ChatAttachment(kind: .image, fileName: "photo.heif", contentType: "").cloudInputKind == .image) - #expect(ChatAttachment(kind: .image, fileName: "sequence.heics", contentType: "").normalizedContentType == "image/heic-sequence") + #expect( + ChatAttachment(kind: .image, fileName: "photo.heif", contentType: "").cloudInputKind == .image + ) + #expect( + ChatAttachment(kind: .image, fileName: "sequence.heics", contentType: "") + .normalizedContentType == "image/heic-sequence") let mediaRequirements = ProviderInputRequirements( messages: [ @@ -625,23 +688,32 @@ struct CoreContractTests { ChatAttachment(kind: .audio, fileName: "clip.mp3", contentType: ""), ChatAttachment(kind: .video, fileName: "scene.mov", contentType: ""), ] - ), + ) ] ) - #expect(ChatAttachment(kind: .audio, fileName: "clip.wav", contentType: "").cloudMediaInputKind == .audio) - #expect(ChatAttachment(kind: .video, fileName: "scene.webm", contentType: "").cloudMediaInputKind == .video) + #expect( + ChatAttachment(kind: .audio, fileName: "clip.wav", contentType: "").cloudMediaInputKind + == .audio) + #expect( + ChatAttachment(kind: .video, fileName: "scene.webm", contentType: "").cloudMediaInputKind + == .video) #expect(mediaRequirements.requiresAudio) #expect(mediaRequirements.requiresVideo) - #expect(!mediaRequirements.isSatisfied(by: ProviderCapabilities(local: false, audioInputs: true))) - #expect(mediaRequirements.isSatisfied(by: ProviderCapabilities(local: false, audioInputs: true, videoInputs: true))) + #expect( + !mediaRequirements.isSatisfied(by: ProviderCapabilities(local: false, audioInputs: true))) + #expect( + mediaRequirements.isSatisfied( + by: ProviderCapabilities(local: false, audioInputs: true, videoInputs: true))) let pdfRequirements = ProviderInputRequirements( messages: [ ChatMessage( role: .user, content: "summarize", - attachments: [ChatAttachment(kind: .document, fileName: "doc.pdf", contentType: "application/pdf")] - ), + attachments: [ + ChatAttachment(kind: .document, fileName: "doc.pdf", contentType: "application/pdf") + ] + ) ] ) let noPDFDecision = ExecutionRouter().routeChat( @@ -673,11 +745,15 @@ struct CoreContractTests { ChatMessage( role: .user, content: "summarize", - attachments: [ChatAttachment(kind: .document, fileName: "notes.md", contentType: "text/markdown")] - ), + attachments: [ + ChatAttachment(kind: .document, fileName: "notes.md", contentType: "text/markdown") + ] + ) ] ) - #expect(!textRequirements.isSatisfied(by: ProviderCapabilities(local: false, imageInputs: true, pdfInputs: true))) + #expect( + !textRequirements.isSatisfied( + by: ProviderCapabilities(local: false, imageInputs: true, pdfInputs: true))) } @Test @@ -686,7 +762,8 @@ struct CoreContractTests { ChatMessage(role: .assistant, content: "Sure."), ChatMessage( role: .user, - content: "Can we properly derive chat titles from chat conversation content? So chats are not just new chat." + content: + "Can we properly derive chat titles from chat conversation content? So chats are not just new chat." ), ] @@ -713,9 +790,10 @@ struct CoreContractTests { role: .user, content: "Analyze the attached file.", attachments: [ - ChatAttachment(kind: .document, fileName: "meeting_notes.md", contentType: "text/markdown"), + ChatAttachment( + kind: .document, fileName: "meeting_notes.md", contentType: "text/markdown") ] - ), + ) ] ) @@ -745,7 +823,8 @@ struct CoreContractTests { #expect(anthropic.capabilities.modelCapabilities.contains(.tokenCounting)) #expect(!anthropic.capabilities.embeddings) - let gemini = cloudConfiguration(kind: .gemini, baseURL: "https://generativelanguage.googleapis.com") + let gemini = cloudConfiguration( + kind: .gemini, baseURL: "https://generativelanguage.googleapis.com") #expect(gemini.capabilities.imageInputs) #expect(gemini.capabilities.audioInputs) #expect(gemini.capabilities.videoInputs) @@ -771,7 +850,8 @@ struct CoreContractTests { #expect(!voyage.capabilities.textGeneration) #expect(voyage.capabilities.embeddings) - let compatible = cloudConfiguration(kind: .openAICompatible, baseURL: "https://llm.example.test/v1") + let compatible = cloudConfiguration( + kind: .openAICompatible, baseURL: "https://llm.example.test/v1") #expect(!compatible.capabilities.imageInputs) #expect(!compatible.capabilities.pdfInputs) #expect(!compatible.capabilities.textDocumentInputs) @@ -814,7 +894,8 @@ struct CoreContractTests { #expect(openAIProfile?.dimensions == 1536) #expect(openAIProfile?.kind == .openAI) - let gemini = cloudConfiguration(kind: .gemini, baseURL: "https://generativelanguage.googleapis.com") + let gemini = cloudConfiguration( + kind: .gemini, baseURL: "https://generativelanguage.googleapis.com") let geminiProfile = VaultEmbeddingProfile.cloud(provider: gemini) #expect(geminiProfile?.modelID == ModelID(rawValue: "gemini-embedding-2")) #expect(geminiProfile?.dimensions == 768) @@ -861,11 +942,11 @@ struct CoreContractTests { #expect(gemini.modelName == "models/gemini-embedding-2") let geminiObject = try #require(gemini.body.objectValue) let geminiRequests = try #require(geminiObject["requests"]) - guard case let .array(requestArray) = geminiRequests, - case let .object(firstRequest) = requestArray.first, - case let .object(content) = firstRequest["content"], - case let .array(parts) = content["parts"], - case let .object(firstPart) = parts.first + guard case .array(let requestArray) = geminiRequests, + case .object(let firstRequest) = requestArray.first, + case .object(let content) = firstRequest["content"], + case .array(let parts) = content["parts"], + case .object(let firstPart) = parts.first else { Issue.record("Gemini embedding request body did not have the expected shape.") return @@ -890,7 +971,8 @@ struct CoreContractTests { let openAIKey = "sk-" + "1234567890abcdef" let huggingFaceKey = "hf_" + "1234567890abcdef" let bearerToken = "Bearer " + "abcdefghijklmnop" - let jwt = "eyJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJwZW5lcyJ9.TJVA95OrM7E2cBab30RMHrHDcEfxjoYZgeFONFh7HgQ" + let jwt = + "eyJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJwZW5lcyJ9.TJVA95OrM7E2cBab30RMHrHDcEfxjoYZgeFONFh7HgQ" let cookie = "Cookie: session=abcdef1234567890" let pemKind = "PRIVATE KEY" let pem = """ @@ -899,7 +981,8 @@ struct CoreContractTests { -----END \(pemKind)----- """ let generic = String(repeating: "a", count: 48) - let text = "openai=\(openAIKey) hf=\(huggingFaceKey) bearer=\(bearerToken) jwt=\(jwt) \(cookie) \(pem) generic=\(generic)" + let text = + "openai=\(openAIKey) hf=\(huggingFaceKey) bearer=\(bearerToken) jwt=\(jwt) \(cookie) \(pem) generic=\(generic)" let redacted = Redactor().redact(text) #expect(!redacted.contains(openAIKey)) @@ -963,15 +1046,24 @@ struct CoreContractTests { #expect(CloudProviderHeader.isSecretLikeName("Cookie")) #expect(!CloudProviderHeader.isSecretLikeName("X-Trace-ID")) - #expect(CloudProviderHeader(name: "Authorization", kind: .publicValue, value: "Bearer test").storesSecretInPlaintext) - #expect(!CloudProviderHeader(name: "X-Trace-ID", kind: .publicValue, value: "trace").storesSecretInPlaintext) - #expect(!CloudProviderHeader(name: "Authorization", kind: .secretReference, keychainService: "svc", keychainAccount: "acct").storesSecretInPlaintext) + #expect( + CloudProviderHeader(name: "Authorization", kind: .publicValue, value: "Bearer test") + .storesSecretInPlaintext) + #expect( + !CloudProviderHeader(name: "X-Trace-ID", kind: .publicValue, value: "trace") + .storesSecretInPlaintext) + #expect( + !CloudProviderHeader( + name: "Authorization", kind: .secretReference, keychainService: "svc", + keychainAccount: "acct" + ).storesSecretInPlaintext) } @Test func installBoundSecretEnvelopeRequiresSameInstallKeyAndContext() throws { let installKey = Data(repeating: 0x11, count: InstallBoundSecretEnvelope.installKeyByteCount) - let otherInstallKey = Data(repeating: 0x22, count: InstallBoundSecretEnvelope.installKeyByteCount) + let otherInstallKey = Data( + repeating: 0x22, count: InstallBoundSecretEnvelope.installKeyByteCount) let plaintext = Data("sk-test-secret".utf8) let sealed = try InstallBoundSecretEnvelope.seal( plaintext, @@ -980,7 +1072,8 @@ struct CoreContractTests { ) #expect(InstallBoundSecretEnvelope.isEnvelope(sealed)) - #expect(try InstallBoundSecretEnvelope.open( + #expect( + try InstallBoundSecretEnvelope.open( sealed, installKey: installKey, context: "com.schtack.pines.cloud::openai" @@ -1006,7 +1099,8 @@ struct CoreContractTests { let configuration = SecurityConfiguration() #expect(!configuration.appLockEnabled) - #expect(configuration.encryptedStoreVersion == SecurityConfiguration.currentEncryptedStoreVersion) + #expect( + configuration.encryptedStoreVersion == SecurityConfiguration.currentEncryptedStoreVersion) #expect(configuration.cloudKitE2EEnabled) #expect(configuration.securityResetCompletedAt == nil) } @@ -1016,7 +1110,9 @@ struct CoreContractTests { let request = ChatRequest( modelID: "gpt-5.5", messages: [ChatMessage(role: .user, content: "Hello")], - sampling: ChatSampling(maxTokens: 256, temperature: 0.6, topP: 1, openAIReasoningEffort: .high, openAITextVerbosity: .medium) + sampling: ChatSampling( + maxTokens: 256, temperature: 0.6, topP: 1, openAIReasoningEffort: .high, + openAITextVerbosity: .medium) ) let urlRequest = try OpenAICompatibleRequestBuilder().chatRequest( @@ -1039,22 +1135,41 @@ struct CoreContractTests { @Test func openAIReasoningEffortNormalizesModelSpecificValues() { - #expect(CloudProviderModelEligibility.openAIReasoningEffort(for: "gpt-5.5", requested: .xhigh) == .xhigh) - #expect(CloudProviderModelEligibility.openAIReasoningEffort(for: "gpt-5.5-pro", requested: .low) == .high) - #expect(CloudProviderModelEligibility.openAIReasoningEffort(for: "gpt-5", requested: .none) == .low) - #expect(CloudProviderModelEligibility.openAIReasoningEffort(for: "gpt-5", requested: .xhigh) == .low) - #expect(CloudProviderModelEligibility.openAIReasoningEffort(for: "gpt-5.1", requested: .none) == .none) - #expect(CloudProviderModelEligibility.openAIReasoningEffortOptions(for: "gpt-5.5") == [.none, .minimal, .low, .medium, .high, .xhigh]) - #expect(CloudProviderModelEligibility.openAIReasoningEffortOptions(for: "gpt-5.4") == [.none, .minimal, .low, .medium, .high, .xhigh]) - #expect(CloudProviderModelEligibility.openAIReasoningEffortOptions(for: "gpt-5") == [.minimal, .low, .medium, .high]) - #expect(CloudProviderModelEligibility.openAIReasoningEffortOptions(for: "gpt-5.5-pro") == [.high]) + #expect( + CloudProviderModelEligibility.openAIReasoningEffort(for: "gpt-5.5", requested: .xhigh) + == .xhigh) + #expect( + CloudProviderModelEligibility.openAIReasoningEffort(for: "gpt-5.5-pro", requested: .low) + == .high) + #expect( + CloudProviderModelEligibility.openAIReasoningEffort(for: "gpt-5", requested: .none) == .low) + #expect( + CloudProviderModelEligibility.openAIReasoningEffort(for: "gpt-5", requested: .xhigh) == .low) + #expect( + CloudProviderModelEligibility.openAIReasoningEffort(for: "gpt-5.1", requested: .none) == .none + ) + #expect( + CloudProviderModelEligibility.openAIReasoningEffortOptions(for: "gpt-5.5") == [ + .none, .minimal, .low, .medium, .high, .xhigh, + ]) + #expect( + CloudProviderModelEligibility.openAIReasoningEffortOptions(for: "gpt-5.4") == [ + .none, .minimal, .low, .medium, .high, .xhigh, + ]) + #expect( + CloudProviderModelEligibility.openAIReasoningEffortOptions(for: "gpt-5") == [ + .minimal, .low, .medium, .high, + ]) + #expect( + CloudProviderModelEligibility.openAIReasoningEffortOptions(for: "gpt-5.5-pro") == [.high]) #expect(!CloudProviderModelEligibility.supportsOpenAITextVerbosity(modelID: "gpt-4o")) } @Test func openAIChatCompletionsParserPreservesMetadataAndUsage() { var parser = CloudProviderStreamParser() - parser.recordRequestMetadata(providerKind: .openAI, serverRequestID: "req_header", clientRequestID: "client_1") + parser.recordRequestMetadata( + providerKind: .openAI, serverRequestID: "req_header", clientRequestID: "client_1") let payloads = [ #"{"id":"chatcmpl_1","object":"chat.completion.chunk","model":"gpt-4.1","system_fingerprint":"fp_123","choices":[{"index":0,"delta":{"content":"hi"},"finish_reason":null}]}"#, #"{"id":"chatcmpl_1","object":"chat.completion.chunk","model":"gpt-4.1","choices":[],"usage":{"prompt_tokens":7,"completion_tokens":2,"total_tokens":9}}"#, @@ -1064,7 +1179,8 @@ struct CoreContractTests { var events = [InferenceStreamEvent]() var finish: InferenceFinish? for payload in payloads { - let output = parser.parse(data: Data(payload.utf8), format: .chatCompletions, providerKind: .openAI) + let output = parser.parse( + data: Data(payload.utf8), format: .chatCompletions, providerKind: .openAI) events.append(contentsOf: output.events) finish = output.finish ?? finish } @@ -1074,7 +1190,8 @@ struct CoreContractTests { #expect(finish?.reason == .stop) #expect(finish?.providerMetadata[CloudProviderMetadataKeys.openAIRequestID] == "req_header") #expect(finish?.providerMetadata[CloudProviderMetadataKeys.openAIClientRequestID] == "client_1") - #expect(finish?.providerMetadata[CloudProviderMetadataKeys.openAIChatCompletionID] == "chatcmpl_1") + #expect( + finish?.providerMetadata[CloudProviderMetadataKeys.openAIChatCompletionID] == "chatcmpl_1") #expect(finish?.providerMetadata[CloudProviderMetadataKeys.openAIModel] == "gpt-4.1") #expect(finish?.providerMetadata[CloudProviderMetadataKeys.openAISystemFingerprint] == "fp_123") } @@ -1083,28 +1200,60 @@ struct CoreContractTests { func cloudProviderModelControlsMatchAnthropicAndGeminiCapabilities() { #expect(CloudProviderModelEligibility.usesAnthropicAdaptiveThinking(modelID: "claude-opus-4-7")) #expect(CloudProviderModelEligibility.usesAnthropicAdaptiveThinking(modelID: "claude-opus-4-6")) - #expect(CloudProviderModelEligibility.usesAnthropicAdaptiveThinking(modelID: "claude-sonnet-4-6")) - #expect(!CloudProviderModelEligibility.usesAnthropicAdaptiveThinking(modelID: "claude-opus-4-5")) - #expect(CloudProviderModelEligibility.anthropicEffortOptions(for: "claude-opus-4-7") == [.low, .medium, .high, .xhigh, .max]) - #expect(CloudProviderModelEligibility.anthropicEffortOptions(for: "claude-opus-4-6") == [.low, .medium, .high, .max]) - #expect(CloudProviderModelEligibility.anthropicEffortOptions(for: "claude-sonnet-4-6") == [.low, .medium, .high, .max]) - #expect(CloudProviderModelEligibility.anthropicEffortOptions(for: "claude-opus-4-5") == [.low, .medium, .high]) + #expect( + CloudProviderModelEligibility.usesAnthropicAdaptiveThinking(modelID: "claude-sonnet-4-6")) + #expect( + !CloudProviderModelEligibility.usesAnthropicAdaptiveThinking(modelID: "claude-opus-4-5")) + #expect( + CloudProviderModelEligibility.anthropicEffortOptions(for: "claude-opus-4-7") == [ + .low, .medium, .high, .xhigh, .max, + ]) + #expect( + CloudProviderModelEligibility.anthropicEffortOptions(for: "claude-opus-4-6") == [ + .low, .medium, .high, .max, + ]) + #expect( + CloudProviderModelEligibility.anthropicEffortOptions(for: "claude-sonnet-4-6") == [ + .low, .medium, .high, .max, + ]) + #expect( + CloudProviderModelEligibility.anthropicEffortOptions(for: "claude-opus-4-5") == [ + .low, .medium, .high, + ]) #expect(CloudProviderModelEligibility.anthropicEffortOptions(for: "claude-sonnet-4-5").isEmpty) - #expect(CloudProviderModelEligibility.anthropicEffort(for: "claude-sonnet-4-6", requested: .xhigh) == .high) - #expect(CloudProviderModelEligibility.anthropicThinkingModes(for: "claude-sonnet-4-6") == [.off, .adaptive, .budgeted, .effort]) - #expect(CloudProviderModelEligibility.anthropicThinkingModes(for: "claude-opus-4-5") == [.off, .budgeted, .effort]) + #expect( + CloudProviderModelEligibility.anthropicEffort(for: "claude-sonnet-4-6", requested: .xhigh) + == .high) + #expect( + CloudProviderModelEligibility.anthropicThinkingModes(for: "claude-sonnet-4-6") == [ + .off, .adaptive, .budgeted, .effort, + ]) + #expect( + CloudProviderModelEligibility.anthropicThinkingModes(for: "claude-opus-4-5") == [ + .off, .budgeted, .effort, + ]) let clampedAnthropicThinking = CloudProviderModelEligibility.anthropicThinkingOptions( for: "claude-sonnet-4-6", requested: AnthropicThinkingOptions(mode: .effort, effort: .xhigh) ) #expect(clampedAnthropicThinking.effort == .high) - #expect(CloudProviderModelEligibility.geminiThinkingLevelOptions(for: "models/gemini-3.1-pro-preview") == [.low, .medium, .high]) - #expect(CloudProviderModelEligibility.geminiThinkingLevelOptions(for: "models/gemini-3.1-flash-lite") == [.minimal, .low, .medium, .high]) - #expect(CloudProviderModelEligibility.geminiThinkingLevelOptions(for: "gemini-3-flash-preview") == [.minimal, .low, .medium, .high]) + #expect( + CloudProviderModelEligibility.geminiThinkingLevelOptions(for: "models/gemini-3.1-pro-preview") + == [.low, .medium, .high]) + #expect( + CloudProviderModelEligibility.geminiThinkingLevelOptions(for: "models/gemini-3.1-flash-lite") + == [.minimal, .low, .medium, .high]) + #expect( + CloudProviderModelEligibility.geminiThinkingLevelOptions(for: "gemini-3-flash-preview") == [ + .minimal, .low, .medium, .high, + ]) #expect(CloudProviderModelEligibility.geminiThinkingLevelOptions(for: "gemini-2.5-pro").isEmpty) - #expect(CloudProviderModelEligibility.geminiThinkingLevelOptions(for: "gemini-2.0-flash").isEmpty) - #expect(CloudProviderModelEligibility.geminiThinkingLevel(for: "gemini-3.1-pro-preview", requested: .minimal) == .low) + #expect( + CloudProviderModelEligibility.geminiThinkingLevelOptions(for: "gemini-2.0-flash").isEmpty) + #expect( + CloudProviderModelEligibility.geminiThinkingLevel( + for: "gemini-3.1-pro-preview", requested: .minimal) == .low) } @Test @@ -1120,9 +1269,11 @@ struct CoreContractTests { role: .user, content: "Describe", attachments: [ - ChatAttachment(kind: .image, fileName: "pines-test-image.png", contentType: "image/png", localURL: imageURL), + ChatAttachment( + kind: .image, fileName: "pines-test-image.png", contentType: "image/png", + localURL: imageURL) ] - ), + ) ] ) let urlRequest = try OpenAICompatibleRequestBuilder().chatRequest( @@ -1147,9 +1298,11 @@ struct CoreContractTests { role: .user, content: "Summarize", attachments: [ - ChatAttachment(kind: .document, fileName: "doc.pdf", contentType: "application/pdf", localURL: imageURL), + ChatAttachment( + kind: .document, fileName: "doc.pdf", contentType: "application/pdf", + localURL: imageURL) ] - ), + ) ] ) #expect(throws: InferenceError.self) { @@ -1164,70 +1317,119 @@ struct CoreContractTests { @Test func cloudModelEligibilityEnforcesCuratedAgentModelPolicy() { #expect(CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5.5", providerKind: .openAI)) - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5.5-pro", providerKind: .openAI)) - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5.5-2026-04-23", providerKind: .openAI)) + #expect( + CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5.5-pro", providerKind: .openAI)) + #expect( + CloudProviderModelEligibility.isTextOutputModel( + id: "gpt-5.5-2026-04-23", providerKind: .openAI)) #expect(CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5.4", providerKind: .openAI)) - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5.4-2026-03-05", providerKind: .openAI)) - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5.4-mini", providerKind: .openAI)) - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5.4-nano-2026-03-17", providerKind: .openAI)) - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5.6-mini", providerKind: .openAI)) + #expect( + CloudProviderModelEligibility.isTextOutputModel( + id: "gpt-5.4-2026-03-05", providerKind: .openAI)) + #expect( + CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5.4-mini", providerKind: .openAI)) + #expect( + CloudProviderModelEligibility.isTextOutputModel( + id: "gpt-5.4-nano-2026-03-17", providerKind: .openAI)) + #expect( + CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5.6-mini", providerKind: .openAI)) #expect(CloudProviderModelEligibility.isTextOutputModel(id: "gpt-6", providerKind: .openAI)) #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5", providerKind: .openAI)) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5-mini", providerKind: .openAI)) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "gpt-4.1-mini", providerKind: .openAI)) + #expect( + !CloudProviderModelEligibility.isTextOutputModel(id: "gpt-5-mini", providerKind: .openAI)) + #expect( + !CloudProviderModelEligibility.isTextOutputModel(id: "gpt-4.1-mini", providerKind: .openAI)) #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "gpt-4o", providerKind: .openAI)) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "chatgpt-4o-latest", providerKind: .openAI)) + #expect( + !CloudProviderModelEligibility.isTextOutputModel( + id: "chatgpt-4o-latest", providerKind: .openAI)) #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "o1", providerKind: .openAI)) #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "o3", providerKind: .openAI)) #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "o4-mini", providerKind: .openAI)) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "openai/o3-mini", providerKind: .openRouter)) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "openai/gpt-4.1", providerKind: .openRouter)) - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "openai/gpt-6", providerKind: .openRouter)) - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "meta/llama-4-maverick", providerKind: .openRouter)) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "text-embedding-3-large", providerKind: .openAI)) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "gpt-image-2", providerKind: .openAI)) - - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "claude-opus-4-7", providerKind: .anthropic)) - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "claude-sonnet-4-6", providerKind: .anthropic)) - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "claude-haiku-4-5-20251001", providerKind: .anthropic)) - #expect(CloudProviderModelEligibility.isTextOutputModel(id: "claude-opus-5", providerKind: .anthropic)) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "claude-opus-4-6", providerKind: .anthropic)) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "claude-sonnet-4-5", providerKind: .anthropic)) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "claude-3-7-sonnet-20250219", providerKind: .anthropic)) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "anthropic/claude-sonnet-4-5", providerKind: .openRouter)) - - #expect(CloudProviderModelEligibility.isTextOutputModel( + #expect( + !CloudProviderModelEligibility.isTextOutputModel( + id: "openai/o3-mini", providerKind: .openRouter)) + #expect( + !CloudProviderModelEligibility.isTextOutputModel( + id: "openai/gpt-4.1", providerKind: .openRouter)) + #expect( + CloudProviderModelEligibility.isTextOutputModel(id: "openai/gpt-6", providerKind: .openRouter) + ) + #expect( + CloudProviderModelEligibility.isTextOutputModel( + id: "meta/llama-4-maverick", providerKind: .openRouter)) + #expect( + !CloudProviderModelEligibility.isTextOutputModel( + id: "text-embedding-3-large", providerKind: .openAI)) + #expect( + !CloudProviderModelEligibility.isTextOutputModel(id: "gpt-image-2", providerKind: .openAI)) + + #expect( + CloudProviderModelEligibility.isTextOutputModel( + id: "claude-opus-4-7", providerKind: .anthropic)) + #expect( + CloudProviderModelEligibility.isTextOutputModel( + id: "claude-sonnet-4-6", providerKind: .anthropic)) + #expect( + CloudProviderModelEligibility.isTextOutputModel( + id: "claude-haiku-4-5-20251001", providerKind: .anthropic)) + #expect( + CloudProviderModelEligibility.isTextOutputModel(id: "claude-opus-5", providerKind: .anthropic) + ) + #expect( + !CloudProviderModelEligibility.isTextOutputModel( + id: "claude-opus-4-6", providerKind: .anthropic)) + #expect( + !CloudProviderModelEligibility.isTextOutputModel( + id: "claude-sonnet-4-5", providerKind: .anthropic)) + #expect( + !CloudProviderModelEligibility.isTextOutputModel( + id: "claude-3-7-sonnet-20250219", providerKind: .anthropic)) + #expect( + !CloudProviderModelEligibility.isTextOutputModel( + id: "anthropic/claude-sonnet-4-5", providerKind: .openRouter)) + + #expect( + CloudProviderModelEligibility.isTextOutputModel( id: "models/gemini-3.1-pro-preview", providerKind: .gemini, supportedGenerationMethods: ["createInteraction"] )) - #expect(CloudProviderModelEligibility.isTextOutputModel( + #expect( + CloudProviderModelEligibility.isTextOutputModel( id: "models/gemini-3-flash-preview", providerKind: .gemini, supportedGenerationMethods: ["createInteraction"] )) - #expect(CloudProviderModelEligibility.isTextOutputModel( + #expect( + CloudProviderModelEligibility.isTextOutputModel( id: "models/gemini-3.1-flash-lite", providerKind: .gemini, supportedGenerationMethods: ["generateContent"] )) - #expect(CloudProviderModelEligibility.isTextOutputModel( + #expect( + CloudProviderModelEligibility.isTextOutputModel( id: "models/gemini-4-pro", providerKind: .gemini, supportedGenerationMethods: ["generateContent"] )) - #expect(!CloudProviderModelEligibility.isTextOutputModel( + #expect( + !CloudProviderModelEligibility.isTextOutputModel( id: "models/gemini-3-pro-preview", providerKind: .gemini, supportedGenerationMethods: ["generateContent"] )) - #expect(!CloudProviderModelEligibility.isTextOutputModel( + #expect( + !CloudProviderModelEligibility.isTextOutputModel( id: "models/gemini-2.5-pro", providerKind: .gemini, supportedGenerationMethods: ["generateContent"] )) - #expect(!CloudProviderModelEligibility.isTextOutputModel(id: "google/gemini-2.5-pro", providerKind: .openRouter)) - #expect(!CloudProviderModelEligibility.isTextOutputModel( + #expect( + !CloudProviderModelEligibility.isTextOutputModel( + id: "google/gemini-2.5-pro", providerKind: .openRouter)) + #expect( + !CloudProviderModelEligibility.isTextOutputModel( id: "models/text-embedding-004", providerKind: .gemini, supportedGenerationMethods: ["embedContent"] @@ -1236,12 +1438,14 @@ struct CoreContractTests { @Test func geminiModelEligibilityAcceptsInteractionsModels() { - #expect(CloudProviderModelEligibility.isTextOutputModel( + #expect( + CloudProviderModelEligibility.isTextOutputModel( id: "models/gemini-3-flash-preview", providerKind: .gemini, supportedGenerationMethods: ["createInteraction"] )) - #expect(!CloudProviderModelEligibility.isTextOutputModel( + #expect( + !CloudProviderModelEligibility.isTextOutputModel( id: "models/gemini-3-flash-preview", providerKind: .gemini, supportedGenerationMethods: [] @@ -1284,7 +1488,8 @@ struct CoreContractTests { @Test func anthropicStreamParserEmitsTextToolMetricsAndThinkingMetadata() throws { var parser = CloudProviderStreamParser() - parser.recordRequestMetadata(providerKind: .anthropic, serverRequestID: "req_123", clientRequestID: nil) + parser.recordRequestMetadata( + providerKind: .anthropic, serverRequestID: "req_123", clientRequestID: nil) var allEvents = [InferenceStreamEvent]() var finish: InferenceFinish? @@ -1304,7 +1509,8 @@ struct CoreContractTests { #"{"type":"content_block_stop","index":2}"#, #"{"type":"message_delta","delta":{"stop_reason":"tool_use"},"usage":{"output_tokens":3}}"#, ] { - let output = parser.parse(data: Data(payload.utf8), format: .anthropicMessages, providerKind: .anthropic) + let output = parser.parse( + data: Data(payload.utf8), format: .anthropicMessages, providerKind: .anthropic) allEvents.append(contentsOf: output.events) finish = output.finish ?? finish } @@ -1312,16 +1518,30 @@ struct CoreContractTests { #expect(allEvents.contains(.token(TokenDelta(kind: .token, text: "hello", tokenCount: 1)))) #expect(allEvents.contains(.metrics(InferenceMetrics(promptTokens: 16, completionTokens: 0)))) #expect(allEvents.contains(.metrics(InferenceMetrics(promptTokens: 0, completionTokens: 3)))) - #expect(allEvents.contains(.toolCall(ToolCallDelta(id: "tool_1", name: "lookup", argumentsFragment: #"{"q":"pines"}"#, isComplete: true)))) + #expect( + allEvents.contains( + .toolCall( + ToolCallDelta( + id: "tool_1", name: "lookup", argumentsFragment: #"{"q":"pines"}"#, isComplete: true)))) #expect(finish?.reason == .toolCall) #expect(finish?.providerMetadata[CloudProviderMetadataKeys.anthropicRequestID] == "req_123") #expect(finish?.providerMetadata[CloudProviderMetadataKeys.anthropicMessageID] == "msg_123") - #expect(finish?.providerMetadata[CloudProviderMetadataKeys.anthropicThinkingContentJSON]?.contains("sig_123") == true) - #expect(finish?.providerMetadata[CloudProviderMetadataKeys.anthropicCacheReadInputTokens] == "4") - #expect(finish?.providerMetadata[CloudProviderMetadataKeys.anthropicCacheCreationInputTokens] == "2") - #expect(finish?.providerMetadata[CloudProviderMetadataKeys.anthropicHostedToolCallsJSON]?.contains("srv_1") == true) - #expect(finish?.providerMetadata[CloudProviderMetadataKeys.providerCitationsJSON]?.contains("file_pdf") == true) - #expect(finish?.providerMetadata[CloudProviderMetadataKeys.webSearchCitationsJSON]?.contains("example.com") == true) + #expect( + finish?.providerMetadata[CloudProviderMetadataKeys.anthropicThinkingContentJSON]?.contains( + "sig_123") == true) + #expect( + finish?.providerMetadata[CloudProviderMetadataKeys.anthropicCacheReadInputTokens] == "4") + #expect( + finish?.providerMetadata[CloudProviderMetadataKeys.anthropicCacheCreationInputTokens] == "2") + #expect( + finish?.providerMetadata[CloudProviderMetadataKeys.anthropicHostedToolCallsJSON]?.contains( + "srv_1") == true) + #expect( + finish?.providerMetadata[CloudProviderMetadataKeys.providerCitationsJSON]?.contains( + "file_pdf") == true) + #expect( + finish?.providerMetadata[CloudProviderMetadataKeys.webSearchCitationsJSON]?.contains( + "example.com") == true) } @Test @@ -1346,14 +1566,23 @@ struct CoreContractTests { } """ - let output = parser.parse(data: Data(payload.utf8), format: .geminiGenerateContent, providerKind: .gemini) - - #expect(output.events.contains(.token(TokenDelta(kind: .token, text: "visible", tokenCount: 1)))) - #expect(output.events.contains(.metrics(InferenceMetrics(promptTokens: 7, completionTokens: 5)))) - #expect(output.events.contains(.toolCall(ToolCallDelta(id: "call_1", name: "lookup", argumentsFragment: #"{"q":"pines"}"#, isComplete: true)))) + let output = parser.parse( + data: Data(payload.utf8), format: .geminiGenerateContent, providerKind: .gemini) + + #expect( + output.events.contains(.token(TokenDelta(kind: .token, text: "visible", tokenCount: 1)))) + #expect( + output.events.contains(.metrics(InferenceMetrics(promptTokens: 7, completionTokens: 5)))) + #expect( + output.events.contains( + .toolCall( + ToolCallDelta( + id: "call_1", name: "lookup", argumentsFragment: #"{"q":"pines"}"#, isComplete: true)))) #expect(output.finish?.reason == .toolCall) #expect(output.finish?.providerMetadata[CloudProviderMetadataKeys.geminiResponseID] == "resp_1") - #expect(parser.state.geminiProviderMetadata[CloudProviderMetadataKeys.geminiModelContentJSON]?.contains("thought_sig") == true) + #expect( + parser.state.geminiProviderMetadata[CloudProviderMetadataKeys.geminiModelContentJSON]? + .contains("thought_sig") == true) } @Test @@ -1370,13 +1599,18 @@ struct CoreContractTests { var events = [InferenceStreamEvent]() var finish: InferenceFinish? for payload in payloads { - let output = parser.parse(data: Data(payload.utf8), format: .geminiInteractions, providerKind: .gemini) + let output = parser.parse( + data: Data(payload.utf8), format: .geminiInteractions, providerKind: .gemini) events.append(contentsOf: output.events) finish = output.finish ?? finish } #expect(events.contains(.token(TokenDelta(kind: .token, text: "hello", tokenCount: 1)))) - #expect(events.contains(.toolCall(ToolCallDelta(id: "fn_1", name: "lookup", argumentsFragment: #"{"q":"pines"}"#, isComplete: true)))) + #expect( + events.contains( + .toolCall( + ToolCallDelta( + id: "fn_1", name: "lookup", argumentsFragment: #"{"q":"pines"}"#, isComplete: true)))) #expect(events.contains(.metrics(InferenceMetrics(promptTokens: 11, completionTokens: 4)))) #expect(finish?.reason == .toolCall) #expect(finish?.providerMetadata[CloudProviderMetadataKeys.geminiInteractionID] == "ia_1") @@ -1394,7 +1628,8 @@ struct CoreContractTests { var events = [InferenceStreamEvent]() var finish: InferenceFinish? for payload in payloads { - let output = parser.parse(data: Data(payload.utf8), format: .geminiInteractions, providerKind: .gemini) + let output = parser.parse( + data: Data(payload.utf8), format: .geminiInteractions, providerKind: .gemini) events.append(contentsOf: output.events) finish = output.finish ?? finish } @@ -1432,12 +1667,17 @@ struct CoreContractTests { } """ - let output = parser.parse(data: Data(payload.utf8), format: .geminiGenerateContent, providerKind: .gemini) + let output = parser.parse( + data: Data(payload.utf8), format: .geminiGenerateContent, providerKind: .gemini) let metadata = output.finish?.providerMetadata ?? parser.state.geminiProviderMetadata - #expect(metadata[CloudProviderMetadataKeys.geminiCacheUsageJSON]?.contains("cachedContentTokenCount") == true) - #expect(metadata[CloudProviderMetadataKeys.geminiCodeExecutionJSON]?.contains("OUTCOME_OK") == true) - #expect(metadata[CloudProviderMetadataKeys.geminiURLContextJSON]?.contains("example.com") == true) + #expect( + metadata[CloudProviderMetadataKeys.geminiCacheUsageJSON]?.contains("cachedContentTokenCount") + == true) + #expect( + metadata[CloudProviderMetadataKeys.geminiCodeExecutionJSON]?.contains("OUTCOME_OK") == true) + #expect( + metadata[CloudProviderMetadataKeys.geminiURLContextJSON]?.contains("example.com") == true) #expect(metadata[CloudProviderMetadataKeys.geminiFileReferencesJSON]?.contains("audio") == true) #expect(metadata[CloudProviderMetadataKeys.geminiArtifactsJSON]?.contains("image") == true) } @@ -1499,7 +1739,7 @@ struct CoreContractTests { "fileData": .object([ "fileUri": .string("files/generated_image"), "mimeType": .string("image/png"), - ]), + ]) ]), providerID: providerID, responseID: "resp_gemini", @@ -1510,7 +1750,7 @@ struct CoreContractTests { "inlineData": .object([ "mimeType": .string("image/png"), "data": .string("aW1n"), - ]), + ]) ]), providerID: providerID, responseID: "resp_gemini", @@ -1526,7 +1766,8 @@ struct CoreContractTests { status: "completed", providerMetadata: [ CloudProviderMetadataKeys.geminiResponseID: "resp_gemini", - CloudProviderMetadataKeys.webSearchCitationsJSON: #"[{"title":"Gemini lifecycle","url":"https://example.com/gemini","source":"Gemini"}]"#, + CloudProviderMetadataKeys.webSearchCitationsJSON: + #"[{"title":"Gemini lifecycle","url":"https://example.com/gemini","source":"Gemini"}]"#, CloudProviderMetadataKeys.webSearchQueriesJSON: #"["gemini lifecycle"]"#, ] ) @@ -1534,21 +1775,31 @@ struct CoreContractTests { providerID: providerID, providerKind: .gemini, modelID: modelID, - capabilities: cloudConfiguration(kind: .gemini, baseURL: "https://generativelanguage.googleapis.com").capabilities, + capabilities: cloudConfiguration( + kind: .gemini, baseURL: "https://generativelanguage.googleapis.com" + ).capabilities, contextWindowTokens: 1_048_576, inputModalities: ["text", "image", "audio", "video", "pdf"], outputModalities: ["text", "image", "video"], metadata: ["publisher": "google"] ) - let decodedFile = try JSONDecoder().decode(ProviderFileRecord.self, from: JSONEncoder().encode(try #require(file))) - let decodedCache = try JSONDecoder().decode(ProviderCacheRecord.self, from: JSONEncoder().encode(try #require(cache))) - let decodedBatch = try JSONDecoder().decode(ProviderBatchRecord.self, from: JSONEncoder().encode(try #require(batch))) - let decodedLive = try JSONDecoder().decode(ProviderLiveSessionRecord.self, from: JSONEncoder().encode(try #require(live))) - let decodedFileArtifact = try JSONDecoder().decode(ProviderArtifactRecord.self, from: JSONEncoder().encode(try #require(fileArtifact))) - let decodedInlineArtifact = try JSONDecoder().decode(ProviderArtifactRecord.self, from: JSONEncoder().encode(try #require(inlineArtifact))) - let decodedResearchRun = try JSONDecoder().decode(ProviderResearchRunRecord.self, from: JSONEncoder().encode(researchRun)) - let decodedCapability = try JSONDecoder().decode(ProviderModelCapabilityRecord.self, from: JSONEncoder().encode(capability)) + let decodedFile = try JSONDecoder().decode( + ProviderFileRecord.self, from: JSONEncoder().encode(try #require(file))) + let decodedCache = try JSONDecoder().decode( + ProviderCacheRecord.self, from: JSONEncoder().encode(try #require(cache))) + let decodedBatch = try JSONDecoder().decode( + ProviderBatchRecord.self, from: JSONEncoder().encode(try #require(batch))) + let decodedLive = try JSONDecoder().decode( + ProviderLiveSessionRecord.self, from: JSONEncoder().encode(try #require(live))) + let decodedFileArtifact = try JSONDecoder().decode( + ProviderArtifactRecord.self, from: JSONEncoder().encode(try #require(fileArtifact))) + let decodedInlineArtifact = try JSONDecoder().decode( + ProviderArtifactRecord.self, from: JSONEncoder().encode(try #require(inlineArtifact))) + let decodedResearchRun = try JSONDecoder().decode( + ProviderResearchRunRecord.self, from: JSONEncoder().encode(researchRun)) + let decodedCapability = try JSONDecoder().decode( + ProviderModelCapabilityRecord.self, from: JSONEncoder().encode(capability)) #expect(decodedFile.id == "files/audio_123") #expect(decodedFile.providerKind == .gemini) @@ -1566,7 +1817,9 @@ struct CoreContractTests { #expect(decodedInlineArtifact.byteCount == 3) #expect(decodedResearchRun.providerKind == .gemini) #expect(decodedResearchRun.citationCount == 1) - #expect(decodedResearchRun.providerMetadata[CloudProviderMetadataKeys.geminiResponseID] == "resp_gemini") + #expect( + decodedResearchRun.providerMetadata[CloudProviderMetadataKeys.geminiResponseID] + == "resp_gemini") #expect(decodedCapability.capabilities.modelCapabilities.contains(.contextCache)) #expect(decodedCapability.capabilities.modelCapabilities.contains(.live)) #expect(decodedCapability.capabilities.modelCapabilities.contains(.batch)) @@ -1576,7 +1829,8 @@ struct CoreContractTests { @Test func geminiParserMetadataFeedsProviderLifecycleRecordFixture() throws { var parser = CloudProviderStreamParser() - parser.recordRequestMetadata(providerKind: .gemini, serverRequestID: "req_gemini", clientRequestID: "client_gemini") + parser.recordRequestMetadata( + providerKind: .gemini, serverRequestID: "req_gemini", clientRequestID: "client_gemini") let payload = """ { "responseId": "resp_lifecycle", @@ -1606,7 +1860,8 @@ struct CoreContractTests { } """ - let output = parser.parse(data: Data(payload.utf8), format: .geminiGenerateContent, providerKind: .gemini) + let output = parser.parse( + data: Data(payload.utf8), format: .geminiGenerateContent, providerKind: .gemini) let metadata = try #require(output.finish?.providerMetadata) let artifacts = GeminiProviderLifecycleRecordMapperFixture.providerArtifacts( fromGeminiMetadata: metadata, @@ -1632,10 +1887,18 @@ struct CoreContractTests { #expect(metadata[CloudProviderMetadataKeys.geminiRequestID] == "req_gemini") #expect(metadata[CloudProviderMetadataKeys.geminiResponseID] == "resp_lifecycle") #expect(metadata[CloudProviderMetadataKeys.geminiModelVersion] == "gemini-3.1-pro-preview") - #expect(metadata[CloudProviderMetadataKeys.geminiCacheUsageJSON]?.contains("cachedContentTokenCount") == true) - #expect(metadata[CloudProviderMetadataKeys.geminiCodeExecutionJSON]?.contains("OUTCOME_OK") == true) - #expect(metadata[CloudProviderMetadataKeys.webSearchCitationsJSON]?.contains("Gemini lifecycle") == true) - #expect(artifacts.contains { $0.providerFileID == "files/source_pdf" && $0.contentType == "application/pdf" }) + #expect( + metadata[CloudProviderMetadataKeys.geminiCacheUsageJSON]?.contains("cachedContentTokenCount") + == true) + #expect( + metadata[CloudProviderMetadataKeys.geminiCodeExecutionJSON]?.contains("OUTCOME_OK") == true) + #expect( + metadata[CloudProviderMetadataKeys.webSearchCitationsJSON]?.contains("Gemini lifecycle") + == true) + #expect( + artifacts.contains { + $0.providerFileID == "files/source_pdf" && $0.contentType == "application/pdf" + }) #expect(artifacts.contains { $0.kind == "inline_data" && $0.byteCount == 4 }) #expect(cache.usageBytes == 12) #expect(cache.itemCounts?.objectValue?["cachedContentTokenCount"]?.intValue == 12) @@ -1648,7 +1911,10 @@ struct CoreContractTests { var decoder = CloudProviderSSEStreamDecoder() #expect(decoder.ingest("id: evt_1") == nil) #expect(decoder.ingest("event: interaction.completed") == nil) - #expect(decoder.ingest(#"data: {"interaction":{"id":"ia_1","usage":{"total_input_tokens":1,"total_output_tokens":1}}}"#) == nil) + #expect( + decoder.ingest( + #"data: {"interaction":{"id":"ia_1","usage":{"total_input_tokens":1,"total_output_tokens":1}}}"# + ) == nil) let maybeEvent = decoder.ingest("") let event = try #require(maybeEvent) #expect(event.eventID == "evt_1") @@ -1662,8 +1928,10 @@ struct CoreContractTests { @Test func openAIResponsesParserReportsEmptyCompletions() { var parser = CloudProviderStreamParser() - let payload = #"{"type":"response.completed","response":{"id":"resp_1","status":"completed","output":[]}}"# - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + let payload = + #"{"type":"response.completed","response":{"id":"resp_1","status":"completed","output":[]}}"# + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) #expect(output.events.isEmpty) #expect(output.finish?.reason == .stop) @@ -1674,10 +1942,13 @@ struct CoreContractTests { @Test func openAIResponsesParserReportsEmptyCompletionsEvenWithUsage() { var parser = CloudProviderStreamParser() - let payload = #"{"type":"response.completed","response":{"id":"resp_1","status":"completed","output":[],"usage":{"input_tokens":4,"output_tokens":1}}}"# - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + let payload = + #"{"type":"response.completed","response":{"id":"resp_1","status":"completed","output":[],"usage":{"input_tokens":4,"output_tokens":1}}}"# + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) - #expect(output.events.contains(.metrics(InferenceMetrics(promptTokens: 4, completionTokens: 1)))) + #expect( + output.events.contains(.metrics(InferenceMetrics(promptTokens: 4, completionTokens: 1)))) #expect(output.finish?.reason == .stop) #expect(output.finish?.message?.contains("without visible output text") == true) #expect(output.finish?.message?.contains("output items: 0") == true) @@ -1686,15 +1957,21 @@ struct CoreContractTests { @Test func openAIResponsesParserSurfacesStreamErrors() { var parser = CloudProviderStreamParser() - parser.recordRequestMetadata(providerKind: .openAI, serverRequestID: "req_header", clientRequestID: "client_1") - let payload = #"{"type":"error","error":{"message":"The requested model is unavailable.","code":"model_not_found"}}"# - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + parser.recordRequestMetadata( + providerKind: .openAI, serverRequestID: "req_header", clientRequestID: "client_1") + let payload = + #"{"type":"error","error":{"message":"The requested model is unavailable.","code":"model_not_found"}}"# + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) #expect(output.events.isEmpty) #expect(output.finish?.reason == .error) #expect(output.finish?.message == "The requested model is unavailable.") - #expect(output.finish?.providerMetadata[CloudProviderMetadataKeys.openAIRequestID] == "req_header") - #expect(output.finish?.providerMetadata[CloudProviderMetadataKeys.openAIClientRequestID] == "client_1") + #expect( + output.finish?.providerMetadata[CloudProviderMetadataKeys.openAIRequestID] == "req_header") + #expect( + output.finish?.providerMetadata[CloudProviderMetadataKeys.openAIClientRequestID] == "client_1" + ) } @Test @@ -1709,7 +1986,8 @@ struct CoreContractTests { var events = [InferenceStreamEvent]() var finish: InferenceFinish? for payload in payloads { - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) events.append(contentsOf: output.events) finish = output.finish ?? finish } @@ -1780,7 +2058,8 @@ struct CoreContractTests { #expect(events.contains(.metrics(InferenceMetrics(promptTokens: 3, completionTokens: 1)))) #expect(finish?.reason == .stop) #expect(finish?.message == nil) - #expect(finish?.providerMetadata[CloudProviderMetadataKeys.openAIResponseID] == "resp_missing_blanks") + #expect( + finish?.providerMetadata[CloudProviderMetadataKeys.openAIResponseID] == "resp_missing_blanks") } @Test @@ -1825,10 +2104,13 @@ struct CoreContractTests { @Test func openAIResponsesParserReadsNestedTextEventVariants() { var parser = CloudProviderStreamParser() - let payload = #"{"type":"response.output_text.done","content":[{"type":"output_text","text":{"value":"late text"}}]}"# - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + let payload = + #"{"type":"response.output_text.done","content":[{"type":"output_text","text":{"value":"late text"}}]}"# + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) - #expect(output.events.contains(.token(TokenDelta(kind: .token, text: "late text", tokenCount: 1)))) + #expect( + output.events.contains(.token(TokenDelta(kind: .token, text: "late text", tokenCount: 1)))) } @Test @@ -1852,9 +2134,11 @@ struct CoreContractTests { } } """# - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) - #expect(output.events.contains(.token(TokenDelta(kind: .token, text: "top level", tokenCount: 1)))) + #expect( + output.events.contains(.token(TokenDelta(kind: .token, text: "top level", tokenCount: 1)))) #expect(output.finish?.reason == .stop) #expect(output.finish?.message == nil) } @@ -1877,9 +2161,12 @@ struct CoreContractTests { } } """# - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) - #expect(output.events.contains(.token(TokenDelta(kind: .token, text: "object content", tokenCount: 1)))) + #expect( + output.events.contains( + .token(TokenDelta(kind: .token, text: "object content", tokenCount: 1)))) #expect(output.finish?.reason == .stop) #expect(output.finish?.message == nil) } @@ -1895,13 +2182,14 @@ struct CoreContractTests { var events = [InferenceStreamEvent]() var finish: InferenceFinish? for payload in payloads { - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) events.append(contentsOf: output.events) finish = output.finish ?? finish } let toolCall = events.compactMap { event -> ToolCallDelta? in - if case let .toolCall(toolCall) = event { return toolCall } + if case .toolCall(let toolCall) = event { return toolCall } return nil }.first #expect(toolCall?.id == "call_1") @@ -1909,14 +2197,18 @@ struct CoreContractTests { #expect(toolCall?.argumentsFragment == #"{"query":"pines"}"#) #expect(finish?.reason == .toolCall) #expect(finish?.message == nil) - #expect(finish?.providerMetadata[CloudProviderMetadataKeys.openAIOutputItemsJSON]?.contains(#""function_call""#) == true) + #expect( + finish?.providerMetadata[CloudProviderMetadataKeys.openAIOutputItemsJSON]?.contains( + #""function_call""#) == true) } @Test func openAIResponsesFallbackPreservesCompletedToolCall() { var parser = CloudProviderStreamParser() - let payload = #"{"type":"response.function_call_arguments.done","output_index":0,"item":{"id":"fc_1","call_id":"call_1","type":"function_call","name":"lookup","arguments":"{\"query\":\"pines\"}"}}"# - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + let payload = + #"{"type":"response.function_call_arguments.done","output_index":0,"item":{"id":"fc_1","call_id":"call_1","type":"function_call","name":"lookup","arguments":"{\"query\":\"pines\"}"}}"# + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) let finish = parser.fallbackFinish( format: .openAIResponses, providerKind: .openAI, @@ -1924,7 +2216,12 @@ struct CoreContractTests { usesOfficialOpenAIReasoningChat: false ) - #expect(output.events.contains(.toolCall(ToolCallDelta(id: "call_1", name: "lookup", argumentsFragment: #"{"query":"pines"}"#, isComplete: true)))) + #expect( + output.events.contains( + .toolCall( + ToolCallDelta( + id: "call_1", name: "lookup", argumentsFragment: #"{"query":"pines"}"#, isComplete: true + )))) #expect(finish.reason == .toolCall) #expect(finish.message == nil) } @@ -1938,38 +2235,58 @@ struct CoreContractTests { {"type":"message","content":[{"type":"output_text","text":"Pines supports native search.","annotations":[{"type":"url_citation","url":"https://example.com/openai","title":"OpenAI source"}]}]} ]}} """# - let openAIOutput = openAIParser.parse(data: Data(openAIPayload.utf8), format: .openAIResponses, providerKind: .openAI) + let openAIOutput = openAIParser.parse( + data: Data(openAIPayload.utf8), format: .openAIResponses, providerKind: .openAI) let openAIFinish = try #require(openAIOutput.finish) let openAICitations = try decodedCitations(openAIFinish.providerMetadata) let openAIQueries = try decodedQueries(openAIFinish.providerMetadata) - #expect(openAICitations == [WebSearchCitation(title: "OpenAI source", url: "https://example.com/openai", source: "OpenAI")]) + #expect( + openAICitations == [ + WebSearchCitation( + title: "OpenAI source", url: "https://example.com/openai", source: "OpenAI") + ]) #expect(openAIQueries == ["pines native search"]) var anthropicParser = CloudProviderStreamParser() let anthropicPayload = #""" {"type":"content_block_start","index":1,"content_block":{"type":"web_search_tool_result","tool_use_id":"srvtoolu_1","content":[{"type":"web_search_result","title":"Anthropic source","url":"https://example.com/anthropic"}]}} """# - _ = anthropicParser.parse(data: Data(anthropicPayload.utf8), format: .anthropicMessages, providerKind: .anthropic) - let anthropicFinish = anthropicParser.fallbackFinish(format: .anthropicMessages, providerKind: .anthropic, modelID: "claude-sonnet-4-6", usesOfficialOpenAIReasoningChat: false) + _ = anthropicParser.parse( + data: Data(anthropicPayload.utf8), format: .anthropicMessages, providerKind: .anthropic) + let anthropicFinish = anthropicParser.fallbackFinish( + format: .anthropicMessages, providerKind: .anthropic, modelID: "claude-sonnet-4-6", + usesOfficialOpenAIReasoningChat: false) let anthropicCitations = try decodedCitations(anthropicFinish.providerMetadata) - #expect(anthropicCitations == [WebSearchCitation(title: "Anthropic source", url: "https://example.com/anthropic", source: "Anthropic")]) + #expect( + anthropicCitations == [ + WebSearchCitation( + title: "Anthropic source", url: "https://example.com/anthropic", source: "Anthropic") + ]) var geminiParser = CloudProviderStreamParser() let geminiPayload = #""" {"candidates":[{"content":{"parts":[{"text":"Gemini grounded response."}],"role":"model"},"groundingMetadata":{"webSearchQueries":["pines gemini search"],"searchEntryPoint":{"renderedContent":"
Search suggestions
"},"groundingChunks":[{"web":{"uri":"https://example.com/gemini","title":"Gemini source"}}]},"finishReason":"STOP"}]} """# - let geminiOutput = geminiParser.parse(data: Data(geminiPayload.utf8), format: .geminiGenerateContent, providerKind: .gemini) + let geminiOutput = geminiParser.parse( + data: Data(geminiPayload.utf8), format: .geminiGenerateContent, providerKind: .gemini) let geminiFinish = try #require(geminiOutput.finish) let geminiCitations = try decodedCitations(geminiFinish.providerMetadata) let geminiQueries = try decodedQueries(geminiFinish.providerMetadata) - #expect(geminiCitations == [WebSearchCitation(title: "Gemini source", url: "https://example.com/gemini", source: "Gemini")]) + #expect( + geminiCitations == [ + WebSearchCitation( + title: "Gemini source", url: "https://example.com/gemini", source: "Gemini") + ]) #expect(geminiQueries == ["pines gemini search"]) - #expect(geminiFinish.providerMetadata[CloudProviderMetadataKeys.webSearchSuggestionsHTML] == "
Search suggestions
") + #expect( + geminiFinish.providerMetadata[CloudProviderMetadataKeys.webSearchSuggestionsHTML] + == "
Search suggestions
") } @Test func appSettingsDecodesGenerationDefaultsAndClampsLimits() throws { - let legacyJSON = #"{"executionMode":"cloudAllowed","themeTemplate":"graphite","interfaceMode":"dark"}"# + let legacyJSON = + #"{"executionMode":"cloudAllowed","themeTemplate":"graphite","interfaceMode":"dark"}"# let decoded = try JSONDecoder().decode(AppSettingsSnapshot.self, from: Data(legacyJSON.utf8)) #expect(decoded.cloudMaxCompletionTokens == AppSettingsSnapshot.defaultCloudMaxCompletionTokens) @@ -2015,7 +2332,8 @@ struct CoreContractTests { #expect(clamped.proEntitlementStatus == .active) #expect(clamped.managedCloudConsent == .optedIn) - let legacySampling = try JSONDecoder().decode(ChatSampling.self, from: Data(#"{"maxTokens":256,"temperature":0.2}"#.utf8)) + let legacySampling = try JSONDecoder().decode( + ChatSampling.self, from: Data(#"{"maxTokens":256,"temperature":0.2}"#.utf8)) #expect(legacySampling.maxTokens == 256) #expect(legacySampling.temperature == 0.2) #expect(legacySampling.openAIReasoningEffort == .low) @@ -2030,13 +2348,15 @@ struct CoreContractTests { messages: [ChatMessage(role: .user, content: "search")], webSearchOptions: CloudWebSearchOptions( contextSize: .high, - userLocation: CloudWebSearchUserLocation(city: "Berlin", region: "Berlin", country: "DE", timezone: "Europe/Berlin"), + userLocation: CloudWebSearchUserLocation( + city: "Berlin", region: "Berlin", country: "DE", timezone: "Europe/Berlin"), allowedDomains: ["example.com"], blockedDomains: ["blocked.example"], externalWebAccess: true ) ) - let decodedWebSearchRequest = try JSONDecoder().decode(ChatRequest.self, from: JSONEncoder().encode(webSearchRequest)) + let decodedWebSearchRequest = try JSONDecoder().decode( + ChatRequest.self, from: JSONEncoder().encode(webSearchRequest)) #expect(decodedWebSearchRequest.webSearchOptions?.contextSize == .high) #expect(decodedWebSearchRequest.webSearchOptions?.userLocation?.city == "Berlin") #expect(decodedWebSearchRequest.webSearchOptions?.allowedDomains == ["example.com"]) @@ -2047,7 +2367,8 @@ struct CoreContractTests { let legacyRequestJSON = """ {"modelID":"claude-sonnet-4-6","messages":[{"id":"00000000-0000-0000-0000-000000000001","role":"user","content":"hi"}],"sampling":{"anthropicEffort":"xhigh"}} """ - let legacyRequest = try JSONDecoder().decode(ChatRequest.self, from: Data(legacyRequestJSON.utf8)) + let legacyRequest = try JSONDecoder().decode( + ChatRequest.self, from: Data(legacyRequestJSON.utf8)) #expect(legacyRequest.anthropicOptions == nil) #expect(legacyRequest.resolvedAnthropicOptions.thinking.effort == .xhigh) #expect(legacyRequest.resolvedAnthropicOptions.thinking.mode == .adaptive) @@ -2057,9 +2378,12 @@ struct CoreContractTests { messages: [ChatMessage(role: .user, content: "Use Anthropic files")], anthropicOptions: AnthropicRequestOptions( promptCache: AnthropicPromptCacheOptions(enabled: true, ttl: .oneHour, breakpointLimit: 8), - thinking: AnthropicThinkingOptions(mode: .budgeted, budgetTokens: 4_096, effort: .high, showSummaries: false), + thinking: AnthropicThinkingOptions( + mode: .budgeted, budgetTokens: 4_096, effort: .high, showSummaries: false), citations: AnthropicCitationOptions(enabled: true), - hostedTools: [.webFetch(allowedDomains: ["docs.anthropic.com"], blockedDomains: [], maxUses: 2)], + hostedTools: [ + .webFetch(allowedDomains: ["docs.anthropic.com"], blockedDomains: [], maxUses: 2) + ], providerFileIDs: ["file_abc"], batch: AnthropicBatchRequestOptions(customID: "job-1", metadata: ["trace": "anthropic"]), countTokensBeforeSend: true, @@ -2074,12 +2398,18 @@ struct CoreContractTests { #expect(decoded.anthropicOptions?.thinking.mode == .budgeted) #expect(decoded.anthropicOptions?.thinking.budgetTokens == 4_096) #expect(decoded.anthropicOptions?.citations.enabled == true) - #expect(decoded.anthropicOptions?.hostedTools == [.webFetch(allowedDomains: ["docs.anthropic.com"], blockedDomains: [], maxUses: 2)]) + #expect( + decoded.anthropicOptions?.hostedTools == [ + .webFetch(allowedDomains: ["docs.anthropic.com"], blockedDomains: [], maxUses: 2) + ]) #expect(decoded.anthropicOptions?.providerFileIDs == ["file_abc"]) #expect(decoded.anthropicOptions?.batch?.customID == "job-1") #expect(decoded.anthropicOptions?.countTokensBeforeSend == true) - #expect(decoded.anthropicOptions?.requiredBetaHeaders.contains(AnthropicBetaHeaders.extendedCacheTTL) == true) - #expect(decoded.anthropicOptions?.requiredBetaHeaders.contains(AnthropicBetaHeaders.filesAPI) == true) + #expect( + decoded.anthropicOptions?.requiredBetaHeaders.contains(AnthropicBetaHeaders.extendedCacheTTL) + == true) + #expect( + decoded.anthropicOptions?.requiredBetaHeaders.contains(AnthropicBetaHeaders.filesAPI) == true) #expect(decoded.anthropicOptions?.requiredBetaHeaders.contains("custom-beta") == true) } @@ -2099,10 +2429,12 @@ struct CoreContractTests { endOffset: 42, citedText: "Grounded answer.", source: "Anthropic" - ), + ) ] let data = try JSONEncoder().encode(citations) - let metadata = [CloudProviderMetadataKeys.providerCitationsJSON: String(decoding: data, as: UTF8.self)] + let metadata = [ + CloudProviderMetadataKeys.providerCitationsJSON: String(decoding: data, as: UTF8.self) + ] #expect(metadata.providerCitations == citations) } @@ -2140,7 +2472,8 @@ struct CoreContractTests { metadata: ["trace": "test"] ) ) - let decodedRequest = try JSONDecoder().decode(ChatRequest.self, from: JSONEncoder().encode(request)) + let decodedRequest = try JSONDecoder().decode( + ChatRequest.self, from: JSONEncoder().encode(request)) #expect(decodedRequest.openAIResponseOptions?.background == true) #expect(decodedRequest.openAIResponseOptions?.structuredOutput?.name == "answer") #expect(decodedRequest.openAIResponseOptions?.hostedTools.first?.vectorStoreIDs == ["vs_1"]) @@ -2184,10 +2517,18 @@ struct CoreContractTests { let providerBackgroundRun: ProviderBackgroundRun = background let providerStructured: StructuredOutputResult = structured - #expect(try JSONDecoder().decode(OpenAIVectorStore.self, from: JSONEncoder().encode(vectorStore)) == vectorStore) - #expect(try JSONDecoder().decode(OpenAIBackgroundResponse.self, from: JSONEncoder().encode(background)) == background) - #expect(try JSONDecoder().decode(OpenAIStructuredOutputResult.self, from: JSONEncoder().encode(structured)) == structured) - #expect(try JSONDecoder().decode(ProviderContextCache.self, from: JSONEncoder().encode(cache)) == cache) + #expect( + try JSONDecoder().decode(OpenAIVectorStore.self, from: JSONEncoder().encode(vectorStore)) + == vectorStore) + #expect( + try JSONDecoder().decode( + OpenAIBackgroundResponse.self, from: JSONEncoder().encode(background)) == background) + #expect( + try JSONDecoder().decode( + OpenAIStructuredOutputResult.self, from: JSONEncoder().encode(structured)) == structured) + #expect( + try JSONDecoder().decode(ProviderContextCache.self, from: JSONEncoder().encode(cache)) + == cache) #expect(providerFile.id == "file_1") #expect(providerDataStore.id == "vs_1") #expect(providerBackgroundRun.id == "resp_1") @@ -2246,7 +2587,7 @@ struct CoreContractTests { "required": .array([.string("answer")]), "additionalProperties": .bool(false), "properties": .object([ - "answer": .object(["type": .string("string")]), + "answer": .object(["type": .string("string")]) ]), ]) let invalid = OpenAIStructuredOutputResult( @@ -2278,11 +2619,14 @@ struct CoreContractTests { @Test func openAIParityMigrationAddsTablesAndRunProvenance() throws { - #expect(PinesDatabaseSchema.currentVersion == 22) + #expect(PinesDatabaseSchema.currentVersion == 23) let openAIMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 14 }) - let genericProviderMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 15 }) - let projectSpacesMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 16 }) - let runtimeMetadataMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 17 }) + let genericProviderMigration = try #require( + PinesDatabaseSchema.migrations.first { $0.version == 15 }) + let projectSpacesMigration = try #require( + PinesDatabaseSchema.migrations.first { $0.version == 16 }) + let runtimeMetadataMigration = try #require( + PinesDatabaseSchema.migrations.first { $0.version == 17 }) let sql = openAIMigration.sql.joined(separator: "\n") for table in [ @@ -2337,18 +2681,26 @@ struct CoreContractTests { let runtimeMetadataSQL = runtimeMetadataMigration.sql.joined(separator: "\n") #expect(runtimeMetadataSQL.contains("ALTER TABLE model_installs ADD COLUMN parameter_count")) #expect(runtimeMetadataSQL.contains("ALTER TABLE model_installs ADD COLUMN key_head_dimension")) - #expect(runtimeMetadataSQL.contains("ALTER TABLE model_installs ADD COLUMN value_head_dimension")) + #expect( + runtimeMetadataSQL.contains("ALTER TABLE model_installs ADD COLUMN value_head_dimension")) - let nestedRuntimeMetadataMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 18 }) + let nestedRuntimeMetadataMigration = try #require( + PinesDatabaseSchema.migrations.first { $0.version == 18 }) let nestedRuntimeMetadataSQL = nestedRuntimeMetadataMigration.sql.joined(separator: "\n") - #expect(nestedRuntimeMetadataSQL.contains("ALTER TABLE model_installs ADD COLUMN text_config_model_type")) - #expect(nestedRuntimeMetadataSQL.contains("ALTER TABLE model_installs ADD COLUMN routed_experts")) - #expect(nestedRuntimeMetadataSQL.contains("ALTER TABLE model_installs ADD COLUMN experts_per_token")) - - let cacheTopologyMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 19 }) + #expect( + nestedRuntimeMetadataSQL.contains( + "ALTER TABLE model_installs ADD COLUMN text_config_model_type")) + #expect( + nestedRuntimeMetadataSQL.contains("ALTER TABLE model_installs ADD COLUMN routed_experts")) + #expect( + nestedRuntimeMetadataSQL.contains("ALTER TABLE model_installs ADD COLUMN experts_per_token")) + + let cacheTopologyMigration = try #require( + PinesDatabaseSchema.migrations.first { $0.version == 19 }) let cacheTopologySQL = cacheTopologyMigration.sql.joined(separator: "\n") #expect(cacheTopologySQL.contains("ALTER TABLE model_installs ADD COLUMN cache_topology")) - #expect(cacheTopologySQL.contains("ALTER TABLE model_installs ADD COLUMN turbo_quant_family_support")) + #expect( + cacheTopologySQL.contains("ALTER TABLE model_installs ADD COLUMN turbo_quant_family_support")) let snapshotMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 21 }) let snapshotSQL = snapshotMigration.sql.joined(separator: "\n") @@ -2365,11 +2717,24 @@ struct CoreContractTests { #expect(snapshotSQL.contains("excluded_from_backup INTEGER NOT NULL DEFAULT 1")) #expect(snapshotSQL.contains("REFERENCES model_installs(repository) ON DELETE CASCADE")) - let speculativeMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 22 }) + let speculativeMigration = try #require( + PinesDatabaseSchema.migrations.first { $0.version == 22 }) let speculativeSQL = speculativeMigration.sql.joined(separator: "\n") - #expect(speculativeSQL.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_dimensions_json")) - #expect(speculativeSQL.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_telemetry_json")) - #expect(speculativeSQL.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_auto_disable_json")) + #expect( + speculativeSQL.contains( + "ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_dimensions_json")) + #expect( + speculativeSQL.contains( + "ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_telemetry_json")) + #expect( + speculativeSQL.contains( + "ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_auto_disable_json")) + + let platformMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 23 }) + let platformSQL = platformMigration.sql.joined(separator: "\n") + #expect( + platformSQL.contains( + "ALTER TABLE turboquant_profile_evidence ADD COLUMN platform_evidence_dimensions_json")) } @Test @@ -2408,7 +2773,8 @@ struct CoreContractTests { depth: request.depth.rawValue, sourcePolicy: .object([ "scope": .string(request.sourcePolicy.scope.rawValue), - "vector_store_ids": .array(request.sourcePolicy.vectorStoreIDs.map { .string($0.rawValue) }), + "vector_store_ids": .array( + request.sourcePolicy.vectorStoreIDs.map { .string($0.rawValue) }), ]), reportFormat: request.reportFormat.rawValue, includeCodeInterpreter: request.includeCodeInterpreter, @@ -2420,9 +2786,12 @@ struct CoreContractTests { providerMetadata: run.providerMetadata ) - let decodedRequest = try JSONDecoder().decode(OpenAIDeepResearchRequest.self, from: JSONEncoder().encode(request)) - let decodedRun = try JSONDecoder().decode(OpenAIDeepResearchRun.self, from: JSONEncoder().encode(run)) - let decodedProviderRun = try JSONDecoder().decode(ProviderResearchRunRecord.self, from: JSONEncoder().encode(providerRun)) + let decodedRequest = try JSONDecoder().decode( + OpenAIDeepResearchRequest.self, from: JSONEncoder().encode(request)) + let decodedRun = try JSONDecoder().decode( + OpenAIDeepResearchRun.self, from: JSONEncoder().encode(run)) + let decodedProviderRun = try JSONDecoder().decode( + ProviderResearchRunRecord.self, from: JSONEncoder().encode(providerRun)) #expect(decodedRequest == request) #expect(decodedRun == run) @@ -2459,7 +2828,8 @@ struct CoreContractTests { responseOutputTokenBudget: 24_000 ) - let decodedRequest = try JSONDecoder().decode(OpenAIDeepResearchRequest.self, from: JSONEncoder().encode(request)) + let decodedRequest = try JSONDecoder().decode( + OpenAIDeepResearchRequest.self, from: JSONEncoder().encode(request)) let providerRun = ProviderResearchRunRecord( id: "run_1", providerID: "openai", @@ -2489,7 +2859,8 @@ struct CoreContractTests { #expect(webAndMCP.mcpServerLabel == "docs") #expect(webAndMCP.mcpServerURL == mcpURL) #expect(decodedRequest.responseOutputTokenBudget == 24_000) - #expect(providerRun.sourcePolicy.objectValue?["web_search_return_token_budget"]?.intValue == 12_000) + #expect( + providerRun.sourcePolicy.objectValue?["web_search_return_token_budget"]?.intValue == 12_000) } @Test @@ -2573,9 +2944,9 @@ struct CoreContractTests { .object([ "type": .string("output_text"), "annotations": .array([ - .object(["type": .string("url_citation"), "url": .string("https://example.com")]), - ]), + .object(["type": .string("url_citation"), "url": .string("https://example.com")]) ]), + ]) ]), ]), ]), @@ -2598,7 +2969,7 @@ struct CoreContractTests { .object(["type": .string("url_citation"), "url": .string("https://example.org")]), .object(["type": .string("url_citation"), "url": .string("https://example.net")]), ]), - ]), + ]) ]), ]), ]), @@ -2632,7 +3003,8 @@ struct CoreContractTests { let anthropic = ProviderID(rawValue: "anthropic") let structuredID = UUID(uuidString: "00000000-0000-0000-0000-000000000101")! - try await repository.upsertProviderFile(ProviderFileRecord( + try await repository.upsertProviderFile( + ProviderFileRecord( id: "file_1", providerID: openAI, providerKind: .openAI, @@ -2640,7 +3012,8 @@ struct CoreContractTests { fileName: "brief.pdf", status: "processed" )) - try await repository.upsertProviderFile(ProviderFileRecord( + try await repository.upsertProviderFile( + ProviderFileRecord( id: "file_2", providerID: anthropic, providerKind: .anthropic, @@ -2648,7 +3021,8 @@ struct CoreContractTests { fileName: "notes.txt", status: "processed" )) - try await repository.upsertProviderArtifact(ProviderArtifactRecord( + try await repository.upsertProviderArtifact( + ProviderArtifactRecord( id: "artifact_1", providerID: openAI, providerKind: .openAI, @@ -2656,14 +3030,16 @@ struct CoreContractTests { kind: "image", fileName: "chart.png" )) - try await repository.upsertProviderArtifact(ProviderArtifactRecord( + try await repository.upsertProviderArtifact( + ProviderArtifactRecord( id: "artifact_2", providerID: openAI, providerKind: .openAI, responseID: "resp_2", kind: "code_interpreter" )) - try await repository.upsertProviderCache(ProviderCacheRecord( + try await repository.upsertProviderCache( + ProviderCacheRecord( id: "vs_1", providerID: openAI, providerKind: .openAI, @@ -2672,7 +3048,8 @@ struct CoreContractTests { status: "completed", usageBytes: 128 )) - try await repository.upsertProviderBatch(ProviderBatchRecord( + try await repository.upsertProviderBatch( + ProviderBatchRecord( id: "batch_1", providerID: openAI, providerKind: .openAI, @@ -2680,7 +3057,8 @@ struct CoreContractTests { status: "in_progress", inputFileID: "file_1" )) - try await repository.upsertProviderLiveSession(ProviderLiveSessionRecord( + try await repository.upsertProviderLiveSession( + ProviderLiveSessionRecord( id: "sess_1", providerID: openAI, providerKind: .openAI, @@ -2688,7 +3066,8 @@ struct CoreContractTests { status: "created", modalities: ["audio", "text"] )) - try await repository.upsertProviderStructuredOutput(ProviderStructuredOutputRecord( + try await repository.upsertProviderStructuredOutput( + ProviderStructuredOutputRecord( id: structuredID, providerID: openAI, providerKind: .openAI, @@ -2697,17 +3076,20 @@ struct CoreContractTests { content: .object(["ok": .bool(true)]), status: "parsed" )) - try await repository.upsertProviderModelCapability(ProviderModelCapabilityRecord( + try await repository.upsertProviderModelCapability( + ProviderModelCapabilityRecord( providerID: openAI, providerKind: .openAI, modelID: "gpt-5.5", - capabilities: ProviderCapabilities(local: false, files: true, hostedTools: true, structuredOutputs: true), + capabilities: ProviderCapabilities( + local: false, files: true, hostedTools: true, structuredOutputs: true), contextWindowTokens: 128_000, inputModalities: ["text", "image"], outputModalities: ["text"], metadata: ["source": "test"] )) - try await repository.upsertProviderResearchRun(ProviderResearchRunRecord( + try await repository.upsertProviderResearchRun( + ProviderResearchRunRecord( id: "research_1", providerID: openAI, providerKind: .openAI, @@ -2725,13 +3107,25 @@ struct CoreContractTests { )) #expect(try await repository.listProviderFiles(providerID: openAI).map(\.id) == ["file_1"]) - #expect(try await repository.listProviderArtifacts(responseID: "resp_1").map(\.id) == ["artifact_1"]) - #expect(try await repository.listProviderCaches(providerID: openAI, kind: "vector_store").map(\.id) == ["vs_1"]) + #expect( + try await repository.listProviderArtifacts(responseID: "resp_1").map(\.id) == ["artifact_1"]) + #expect( + try await repository.listProviderCaches(providerID: openAI, kind: "vector_store").map(\.id) + == ["vs_1"]) #expect(try await repository.listProviderBatches(providerID: openAI).map(\.id) == ["batch_1"]) - #expect(try await repository.listProviderLiveSessions(providerID: openAI).map(\.id) == ["sess_1"]) - #expect(try await repository.listProviderStructuredOutputs(responseID: "resp_1").map(\.id) == [structuredID]) - #expect(try await repository.listProviderModelCapabilities(providerID: openAI).map(\.id) == ["openai::gpt-5.5"]) - #expect(try await repository.listProviderResearchRuns(providerID: openAI, status: "in_progress").map(\.id) == ["research_1"]) + #expect( + try await repository.listProviderLiveSessions(providerID: openAI).map(\.id) == ["sess_1"]) + #expect( + try await repository.listProviderStructuredOutputs(responseID: "resp_1").map(\.id) == [ + structuredID + ]) + #expect( + try await repository.listProviderModelCapabilities(providerID: openAI).map(\.id) == [ + "openai::gpt-5.5" + ]) + #expect( + try await repository.listProviderResearchRuns(providerID: openAI, status: "in_progress").map( + \.id) == ["research_1"]) try await repository.deleteProviderArtifact(id: "artifact_1") try await repository.deleteProviderStructuredOutput(id: structuredID) @@ -2747,7 +3141,8 @@ struct CoreContractTests { @Test func openAIResponsesParserCapturesHostedArtifactsBackgroundAndUsageMetadata() throws { var parser = CloudProviderStreamParser() - parser.recordRequestMetadata(providerKind: .openAI, serverRequestID: "req_header", clientRequestID: "client_1") + parser.recordRequestMetadata( + providerKind: .openAI, serverRequestID: "req_header", clientRequestID: "client_1") let payload = #""" { "type": "response.completed", @@ -2803,15 +3198,19 @@ struct CoreContractTests { } } """# - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) let finish = try #require(output.finish) let metadata = finish.providerMetadata - let hostedToolCalls = try decodedJSONArray(metadata[CloudProviderMetadataKeys.openAIHostedToolCallsJSON]) + let hostedToolCalls = try decodedJSONArray( + metadata[CloudProviderMetadataKeys.openAIHostedToolCallsJSON]) let artifacts = try decodedJSONArray(metadata[CloudProviderMetadataKeys.openAIArtifactsJSON]) - let fileSearchResults = try decodedJSONArray(metadata[CloudProviderMetadataKeys.openAIFileSearchResultsJSON]) + let fileSearchResults = try decodedJSONArray( + metadata[CloudProviderMetadataKeys.openAIFileSearchResultsJSON]) #expect(output.events.contains(.token(TokenDelta(kind: .token, text: "Done", tokenCount: 1)))) - #expect(output.events.contains(.metrics(InferenceMetrics(promptTokens: 20, completionTokens: 7)))) + #expect( + output.events.contains(.metrics(InferenceMetrics(promptTokens: 20, completionTokens: 7)))) #expect(metadata[CloudProviderMetadataKeys.openAIRequestID] == "req_body") #expect(metadata[CloudProviderMetadataKeys.openAIClientRequestID] == "client_1") #expect(metadata[CloudProviderMetadataKeys.openAIResponseID] == "resp_background") @@ -2825,7 +3224,10 @@ struct CoreContractTests { #expect(hostedToolCalls.contains { $0["type"] as? String == "file_search_call" }) #expect(hostedToolCalls.contains { $0["type"] as? String == "code_interpreter_call" }) #expect(artifacts.contains { $0["type"] as? String == "image" && $0["byte_hint"] as? Int == 8 }) - #expect(artifacts.contains { $0["type"] as? String == "container_file" && $0["file_id"] as? String == "file_out" }) + #expect( + artifacts.contains { + $0["type"] as? String == "container_file" && $0["file_id"] as? String == "file_out" + }) #expect(fileSearchResults.first?["file_id"] as? String == "file_1") } @@ -2841,7 +3243,8 @@ struct CoreContractTests { var finish: InferenceFinish? for payload in payloads { - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) finish = output.finish ?? finish } @@ -2849,9 +3252,14 @@ struct CoreContractTests { let audit = metadata.hostedToolAuditEntries let artifacts = metadata.providerArtifactMaterializations - #expect(audit.contains { $0.id == "ci_stream" && $0.kind == .codeInterpreter && $0.status == .completed }) - #expect(artifacts.contains { $0.kind == .toolOutput && $0.text?.contains("created report") == true }) - #expect(artifacts.contains { $0.providerFileID == "file_generated" && $0.fileName == "report.csv" }) + #expect( + audit.contains { + $0.id == "ci_stream" && $0.kind == .codeInterpreter && $0.status == .completed + }) + #expect( + artifacts.contains { $0.kind == .toolOutput && $0.text?.contains("created report") == true }) + #expect( + artifacts.contains { $0.providerFileID == "file_generated" && $0.fileName == "report.csv" }) } @Test @@ -2867,7 +3275,8 @@ struct CoreContractTests { var finish: InferenceFinish? for payload in payloads { - let output = parser.parse(data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) + let output = parser.parse( + data: Data(payload.utf8), format: .openAIResponses, providerKind: .openAI) finish = output.finish ?? finish } @@ -2876,9 +3285,19 @@ struct CoreContractTests { let artifacts = metadata.providerArtifactMaterializations #expect(artifacts.contains { $0.type == "partial_image" && $0.byteCount == 4 }) - #expect(audit.contains { $0.id == "mcp_tools" && $0.kind == .mcp && $0.requiresAgentExecution && $0.requiresApproval }) - #expect(audit.contains { $0.id == "tool_search_1" && $0.kind == .toolSearch && $0.status == .completed }) - #expect(audit.contains { $0.id == "computer_1" && $0.kind == .computerUse && $0.status == .requiresAction && $0.requiresApproval }) + #expect( + audit.contains { + $0.id == "mcp_tools" && $0.kind == .mcp && $0.requiresAgentExecution && $0.requiresApproval + }) + #expect( + audit.contains { + $0.id == "tool_search_1" && $0.kind == .toolSearch && $0.status == .completed + }) + #expect( + audit.contains { + $0.id == "computer_1" && $0.kind == .computerUse && $0.status == .requiresAction + && $0.requiresApproval + }) } @Test @@ -2889,7 +3308,8 @@ struct CoreContractTests { hostedTools: [ .webFetch(allowedDomains: ["example.com"], blockedDomains: [], maxUses: 1), .computerUse(displayWidth: 1280, displayHeight: 720), - .remoteMCP(serverLabel: "docs", serverURL: "https://mcp.example.test", requireApproval: "always"), + .remoteMCP( + serverLabel: "docs", serverURL: "https://mcp.example.test", requireApproval: "always"), .textEditor, .bash, ], @@ -2904,14 +3324,16 @@ struct CoreContractTests { ) let legacyRemoteMCP = try JSONDecoder().decode( HostedToolConfiguration.self, - from: Data(#"{"type":"remoteMCP","serverLabel":"docs","serverURL":"https://mcp.example.test"}"#.utf8) + from: Data( + #"{"type":"remoteMCP","serverLabel":"docs","serverURL":"https://mcp.example.test"}"#.utf8) ) let webFetch = try JSONDecoder().decode( HostedToolConfiguration.self, from: Data(#"{"type":"webFetch","allowedDomains":["example.com"],"maxUses":1}"#.utf8) ) let metadata = [ - CloudProviderMetadataKeys.openAIHostedToolCallsJSON: #"[{"id":"fetch_1","type":"web_fetch_tool_result","status":"completed"},{"id":"bash_1","type":"bash_call","status":"requires_action"}]"#, + CloudProviderMetadataKeys.openAIHostedToolCallsJSON: + #"[{"id":"fetch_1","type":"web_fetch_tool_result","status":"completed"},{"id":"bash_1","type":"bash_call","status":"requires_action"}]"# ] let audit = metadata.hostedToolAuditEntries @@ -2929,8 +3351,12 @@ struct CoreContractTests { #expect(HostedToolConfiguration.bash.requiresApproval) #expect(anthropicAgentToolRequest.hasAgentOnlyHostedTools) #expect(!anthropicAgentToolRequest.hostedToolsAreAllowedForExecutionContext()) - #expect(audit.contains { $0.id == "fetch_1" && $0.kind == .webFetch && !$0.requiresAgentExecution }) - #expect(audit.contains { $0.id == "bash_1" && $0.kind == .bash && $0.requiresAgentExecution && $0.requiresApproval }) + #expect( + audit.contains { $0.id == "fetch_1" && $0.kind == .webFetch && !$0.requiresAgentExecution }) + #expect( + audit.contains { + $0.id == "bash_1" && $0.kind == .bash && $0.requiresAgentExecution && $0.requiresApproval + }) } @Test @@ -2967,8 +3393,10 @@ struct CoreContractTests { createdAt: result.createdAt ) - let decodedResult = try JSONDecoder().decode(OpenAIStructuredOutputResult.self, from: JSONEncoder().encode(result)) - let decodedRecord = try JSONDecoder().decode(ProviderStructuredOutputRecord.self, from: JSONEncoder().encode(providerRecord)) + let decodedResult = try JSONDecoder().decode( + OpenAIStructuredOutputResult.self, from: JSONEncoder().encode(result)) + let decodedRecord = try JSONDecoder().decode( + ProviderStructuredOutputRecord.self, from: JSONEncoder().encode(providerRecord)) #expect(decodedResult == result) #expect(decodedRecord == providerRecord) @@ -2998,7 +3426,8 @@ struct CoreContractTests { hostedTools: [ .fileSearch(vectorStoreIDs: ["vs_surface"], maxResults: 5), .codeInterpreter(containerID: "cntr_surface", memoryLimit: "2g"), - .remoteMCP(serverLabel: "docs", serverURL: "https://mcp.example.test", requireApproval: "always"), + .remoteMCP( + serverLabel: "docs", serverURL: "https://mcp.example.test", requireApproval: "always"), ], openAIOptions: OpenAIResponsesRequestOptions( store: .statelessEncrypted, @@ -3027,7 +3456,7 @@ struct CoreContractTests { kind: .fileSearch, vectorStoreIDs: ["vs_surface"], configuration: .object(["max_num_results": .number(5)]) - ), + ) ], providerFileIDs: ["file_surface"], vectorStoreIDs: ["vs_surface"], @@ -3035,7 +3464,8 @@ struct CoreContractTests { ) ) - let roundTripped = try JSONDecoder().decode(ChatRequest.self, from: JSONEncoder().encode(request)) + let roundTripped = try JSONDecoder().decode( + ChatRequest.self, from: JSONEncoder().encode(request)) #expect(roundTripped.sampling.openAIResponseStorage == .statelessEncrypted) #expect(roundTripped.sampling.cloudWebSearchMode == .required) @@ -3045,7 +3475,9 @@ struct CoreContractTests { #expect(roundTripped.openAIResponseOptions == request.openAIResponseOptions) #expect(roundTripped.openAIResponseOptions?.structuredOutput?.strictness == .disabled) #expect(roundTripped.openAIResponseOptions?.providerFileIDs == ["file_surface"]) - #expect(roundTripped.openAIResponseOptions?.hostedTools.first?.configuration?.objectValue?["max_num_results"]?.intValue == 5) + #expect( + roundTripped.openAIResponseOptions?.hostedTools.first?.configuration?.objectValue?[ + "max_num_results"]?.intValue == 5) } private func decodedCitations(_ metadata: [String: String]) throws -> [WebSearchCitation] { @@ -3129,7 +3561,8 @@ struct CoreContractTests { func qwenTurboQuantResourcePolicyKeepsLargeModelsBehindDownloadGates() throws { let compactPolicy = ModelDiscoveryResourcePolicy(maxDownloadBytes: 3_800_000_000) let proPolicy = ModelDiscoveryResourcePolicy(maxDownloadBytes: 5_500_000_000) - let specsByRepository = Dictionary(uniqueKeysWithValues: qwenTurboQuantProfileCases.map { ($0.repository, $0) }) + let specsByRepository = Dictionary( + uniqueKeysWithValues: qwenTurboQuantProfileCases.map { ($0.repository, $0) }) for repository in [ "mlx-community/Qwen3.5-0.8B-MLX-4bit", @@ -3145,7 +3578,8 @@ struct CoreContractTests { } let qwen4B = try #require(specsByRepository["mlx-community/Qwen3.5-4B-MLX-4bit"]) - let qwen4BDecision = compactPolicy.evaluate(qwen4B.preflightInput, modalities: qwen4B.modalities) + let qwen4BDecision = compactPolicy.evaluate( + qwen4B.preflightInput, modalities: qwen4B.modalities) #expect(qwen4BDecision.isRejected) #expect(qwen4BDecision.knownDownloadBytes == qwen4B.expectedDownloadBytes) @@ -3179,11 +3613,14 @@ struct CoreContractTests { for spec in gemmaTurboQuantProfileCases { let result = classifier.classify(spec.preflightInput) - let isPromotedFamily = ["gemma3", "gemma3_text", "gemma3n", "gemma4", "gemma4_text", "gemma4_assistant"] + let isPromotedFamily = [ + "gemma3", "gemma3_text", "gemma3n", "gemma4", "gemma4_text", "gemma4_assistant", + ] .contains(spec.modelType) #expect(result.repository == spec.repository) - let expectedVerification: ModelVerificationState = spec.modelType == "gemma4_assistant" + let expectedVerification: ModelVerificationState = + spec.modelType == "gemma4_assistant" ? .experimental : (isPromotedFamily ? .verified : .installable) #expect(result.verification == expectedVerification) @@ -3247,7 +3684,8 @@ struct CoreContractTests { let compactPolicy = ModelDiscoveryResourcePolicy(maxDownloadBytes: 3_800_000_000) let proPolicy = ModelDiscoveryResourcePolicy(maxDownloadBytes: 5_500_000_000) let maxPolicy = ModelDiscoveryResourcePolicy(maxDownloadBytes: 8_000_000_000) - let specsByRepository = Dictionary(uniqueKeysWithValues: gemmaTurboQuantProfileCases.map { ($0.repository, $0) }) + let specsByRepository = Dictionary( + uniqueKeysWithValues: gemmaTurboQuantProfileCases.map { ($0.repository, $0) }) for repository in [ "mlx-community/gemma-3-270m-it-qat-4bit", @@ -3264,12 +3702,14 @@ struct CoreContractTests { } let gemma4E2B = try #require(specsByRepository["mlx-community/gemma-4-e2b-it-OptiQ-4bit"]) - let gemma4E2BDecision = proPolicy.evaluate(gemma4E2B.preflightInput, modalities: gemma4E2B.modalities) + let gemma4E2BDecision = proPolicy.evaluate( + gemma4E2B.preflightInput, modalities: gemma4E2B.modalities) #expect(!gemma4E2BDecision.isRejected) #expect(gemma4E2BDecision.knownDownloadBytes == gemma4E2B.expectedDownloadBytes) let gemma4E4B = try #require(specsByRepository["mlx-community/gemma-4-e4b-it-OptiQ-4bit"]) - let gemma4E4BDecision = proPolicy.evaluate(gemma4E4B.preflightInput, modalities: gemma4E4B.modalities) + let gemma4E4BDecision = proPolicy.evaluate( + gemma4E4B.preflightInput, modalities: gemma4E4B.modalities) #expect(gemma4E4BDecision.isRejected) #expect(gemma4E4BDecision.knownDownloadBytes == gemma4E4B.expectedDownloadBytes) #expect(gemma4E4BDecision.reason?.contains("on-device discovery limit") == true) @@ -3304,7 +3744,8 @@ struct CoreContractTests { let llama = classifier.classify( ModelPreflightInput( repository: "mlx-community/Meta-Llama-3.1-8B-Instruct-4bit", - configJSON: #"{"model_type":"llama","hidden_size":4096,"num_attention_heads":32}"#.data(using: .utf8), + configJSON: #"{"model_type":"llama","hidden_size":4096,"num_attention_heads":32}"#.data( + using: .utf8), files: [ ModelFileInfo(path: "config.json", size: 10_000), ModelFileInfo(path: "tokenizer.json", size: 8_000_000), @@ -3316,7 +3757,9 @@ struct CoreContractTests { let mistralSmall4 = classifier.classify( ModelPreflightInput( repository: "mlx-community/Mistral-Small-4-119B-A6B-Instruct-4bit", - configJSON: #"{"model_type":"mistral3","text_config":{"model_type":"mistral4","qk_nope_head_dim":64,"qk_rope_head_dim":64,"v_head_dim":128,"n_routed_experts":128,"num_experts_per_tok":4}}"#.data(using: .utf8), + configJSON: + #"{"model_type":"mistral3","text_config":{"model_type":"mistral4","qk_nope_head_dim":64,"qk_rope_head_dim":64,"v_head_dim":128,"n_routed_experts":128,"num_experts_per_tok":4}}"# + .data(using: .utf8), files: [ ModelFileInfo(path: "config.json", size: 10_000), ModelFileInfo(path: "tokenizer.json", size: 8_000_000), @@ -3328,7 +3771,9 @@ struct CoreContractTests { let pixtral = classifier.classify( ModelPreflightInput( repository: "mlx-community/Pixtral-12B-2409-4bit", - configJSON: #"{"model_type":"pixtral","text_config":{"model_type":"mistral","head_dim":128}}"#.data(using: .utf8), + configJSON: + #"{"model_type":"pixtral","text_config":{"model_type":"mistral","head_dim":128}}"#.data( + using: .utf8), processorConfigJSON: #"{"processor_class":"PixtralProcessor"}"#.data(using: .utf8), files: [ ModelFileInfo(path: "config.json", size: 10_000), @@ -3342,7 +3787,9 @@ struct CoreContractTests { let llama4 = classifier.classify( ModelPreflightInput( repository: "mlx-community/Llama-4-Scout-17B-16E-Instruct-4bit", - configJSON: #"{"model_type":"llama4","text_config":{"model_type":"llama4_text","head_dim":128}}"#.data(using: .utf8), + configJSON: + #"{"model_type":"llama4","text_config":{"model_type":"llama4_text","head_dim":128}}"# + .data(using: .utf8), processorConfigJSON: #"{"processor_class":"Llama4Processor"}"#.data(using: .utf8), files: [ ModelFileInfo(path: "config.json", size: 10_000), @@ -3356,7 +3803,8 @@ struct CoreContractTests { let mllama = classifier.classify( ModelPreflightInput( repository: "mlx-community/Llama-3.2-11B-Vision-Instruct-4bit", - configJSON: #"{"model_type":"mllama","text_config":{"model_type":"llama","head_dim":128}}"#.data(using: .utf8), + configJSON: #"{"model_type":"mllama","text_config":{"model_type":"llama","head_dim":128}}"# + .data(using: .utf8), processorConfigJSON: #"{"processor_class":"MllamaProcessor"}"#.data(using: .utf8), files: [ ModelFileInfo(path: "config.json", size: 10_000), @@ -3395,13 +3843,17 @@ struct CoreContractTests { #expect(llama4.modalities.isEmpty) #expect(llama4.cacheTopology == .unsupported) #expect(llama4.turboQuantFamilySupport == .unsupportedTopology) - #expect(llama4.reasons.contains("model_type llama4 is not registered in the linked MLX runtime.")) + #expect( + llama4.reasons.contains("model_type llama4 is not registered in the linked MLX runtime.")) #expect(mllama.verification == .unsupported) #expect(mllama.modalities.isEmpty) #expect(mllama.cacheTopology == .unsupported) #expect(mllama.turboQuantFamilySupport == .unsupportedTopology) - #expect(mllama.reasons.contains("model_type mllama requires an MLX Swift LM fork with Llama 3.2 Vision registry, processor, cache topology, and TurboQuant profile support.")) + #expect( + mllama.reasons.contains( + "model_type mllama requires an MLX Swift LM fork with Llama 3.2 Vision registry, processor, cache topology, and TurboQuant profile support." + )) } @Test @@ -3427,7 +3879,9 @@ struct CoreContractTests { func preflightPrefersExplicitHeadDimensionMetadata() throws { let explicit = ModelPreflightInput( repository: "mlx-community/Qwen3-0.6B-4bit", - configJSON: #"{"model_type":"qwen3","head_dim":128,"hidden_size":2048,"num_attention_heads":32}"#.data(using: .utf8), + configJSON: + #"{"model_type":"qwen3","head_dim":128,"hidden_size":2048,"num_attention_heads":32}"#.data( + using: .utf8), files: [ ModelFileInfo(path: "model.safetensors"), ModelFileInfo(path: "tokenizer.json"), @@ -3435,7 +3889,9 @@ struct CoreContractTests { ) let nested = ModelPreflightInput( repository: "mlx-community/Phi-4-mini-instruct-4bit", - configJSON: #"{"model_type":"phi3","text_config":{"head_dim":96,"hidden_size":3072,"num_attention_heads":32}}"#.data(using: .utf8), + configJSON: + #"{"model_type":"phi3","text_config":{"head_dim":96,"hidden_size":3072,"num_attention_heads":32}}"# + .data(using: .utf8), files: [ ModelFileInfo(path: "model.safetensors"), ModelFileInfo(path: "tokenizer.json"), @@ -3443,7 +3899,8 @@ struct CoreContractTests { ) let inferred = ModelPreflightInput( repository: "mlx-community/Qwen2.5-Coder-3B-Instruct-4bit", - configJSON: #"{"model_type":"qwen2","hidden_size":2048,"num_attention_heads":16}"#.data(using: .utf8), + configJSON: #"{"model_type":"qwen2","hidden_size":2048,"num_attention_heads":16}"#.data( + using: .utf8), files: [ ModelFileInfo(path: "model.safetensors"), ModelFileInfo(path: "tokenizer.json"), @@ -4063,17 +4520,18 @@ struct CoreContractTests { messages: [ChatMessage(role: .user, content: "search")], executionContext: .agent ) - let roundTripped = try JSONDecoder().decode(ChatRequest.self, from: JSONEncoder().encode(request)) + let roundTripped = try JSONDecoder().decode( + ChatRequest.self, from: JSONEncoder().encode(request)) #expect(roundTripped.executionContext == .agent) } @Test func agentEvidenceFormatterProducesReadableWebEvidence() throws { let resultsData = try JSONSerialization.data(withJSONObject: [ - ["title": "Pines Source", "url": "https://example.com/pines", "snippet": "Useful context."], + ["title": "Pines Source", "url": "https://example.com/pines", "snippet": "Useful context."] ]) let rawData = try JSONSerialization.data(withJSONObject: [ - "resultsJSON": String(decoding: resultsData, as: UTF8.self), + "resultsJSON": String(decoding: resultsData, as: UTF8.self) ]) let evidence = AgentEvidenceFormatter.modelVisibleOutput( toolName: "web.search", @@ -4088,7 +4546,8 @@ struct CoreContractTests { @Test func agentEvidenceFormatterTruncatesLargeFetches() throws { - let rawData = try JSONSerialization.data(withJSONObject: [ + let rawData = try JSONSerialization.data( + withJSONObject: [ "url": "https://example.com", "finalURL": "https://example.com/final", "statusCode": 200, @@ -4115,7 +4574,7 @@ struct CoreContractTests { "title": "Fallback Title", "url": "https://example.com/fallback", "snippet": "Readable fallback field.", - ], + ] ]) let evidence = AgentEvidenceFormatter.modelVisibleOutput( toolName: "web.search", @@ -4133,10 +4592,12 @@ struct CoreContractTests { @Test func privateLocalToolsAreMarkedAsCloudContext() throws { let attachmentSpec = try AnyToolSpec(AttachmentReadTool.spec { _ in nil }) - let vaultSpec = try AnyToolSpec(VaultSearchTool.spec { query, _ in + let vaultSpec = try AnyToolSpec( + VaultSearchTool.spec { query, _ in VaultSearchOutput(query: query, searchMode: "lexical", results: []) }) - let conversationSpec = try AnyToolSpec(ConversationSearchTool.spec(repository: EmptyConversationRepository())) + let conversationSpec = try AnyToolSpec( + ConversationSearchTool.spec(repository: EmptyConversationRepository())) #expect(attachmentSpec.permissions.contains(.cloudContext)) #expect(vaultSpec.permissions.contains(.cloudContext)) @@ -4170,8 +4631,10 @@ struct CoreContractTests { func vaultSearchFiltersResultsToAllowedCloudContextDocuments() async throws { let approvedID = UUID(uuidString: "11111111-1111-1111-1111-111111111111")! let secretID = UUID(uuidString: "22222222-2222-2222-2222-222222222222")! - let approved = Self.vaultSearchItem(documentID: approvedID, title: "Approved", text: "approved context") - let secret = Self.vaultSearchItem(documentID: secretID, title: "Secret", text: "TOP_SECRET_TOKEN") + let approved = Self.vaultSearchItem( + documentID: approvedID, title: "Approved", text: "approved context") + let secret = Self.vaultSearchItem( + documentID: secretID, title: "Secret", text: "TOP_SECRET_TOKEN") let registry = ToolRegistry() let spec = try VaultSearchTool.spec(allowedDocumentIDs: { [approvedID] }) { query, _ in VaultSearchOutput(query: query, searchMode: "lexical", results: [approved, secret]) @@ -4197,7 +4660,9 @@ struct CoreContractTests { VaultDocumentRecord(id: secretID, title: "Secret", sourceType: "text", chunkCount: 1), ], chunksByDocument: [ - approvedID: [Self.vaultChunk(id: "approved-0", documentID: approvedID, text: "approved context")], + approvedID: [ + Self.vaultChunk(id: "approved-0", documentID: approvedID, text: "approved context") + ], secretID: [Self.vaultChunk(id: "secret-0", documentID: secretID, text: "TOP_SECRET_TOKEN")], ] ) @@ -4239,7 +4704,8 @@ struct CoreContractTests { func conversationSearchCanBeDisabledForSelectedCloudContextRuns() async throws { let registry = ToolRegistry() try await registry.register( - try ConversationSearchTool.spec(repository: EmptyConversationRepository(), allowsSearch: { false }) + try ConversationSearchTool.spec( + repository: EmptyConversationRepository(), allowsSearch: { false }) ) do { @@ -4260,8 +4726,11 @@ struct CoreContractTests { let spec = try ToolSpec( name: "calculator.slow", description: "Slow calculator used to verify timeout behavior.", - inputSchema: ToolIOSchema(properties: ["expression": .init(type: .string)], required: ["expression"]), - outputSchema: ToolIOSchema(properties: ["value": .init(type: .number), "formatted": .init(type: .string)]), + inputSchema: ToolIOSchema( + properties: ["expression": .init(type: .string)], required: ["expression"]), + outputSchema: ToolIOSchema(properties: [ + "value": .init(type: .number), "formatted": .init(type: .string), + ]), permissions: [.localComputation], sideEffect: .none, networkPolicy: .noNetwork, @@ -4336,7 +4805,9 @@ struct CoreContractTests { #expect(manifest.file(path: "config.json")?.status == .pending) } - private func cloudConfiguration(kind: CloudProviderKind, baseURL: String) -> CloudProviderConfiguration { + private func cloudConfiguration(kind: CloudProviderKind, baseURL: String) + -> CloudProviderConfiguration + { CloudProviderConfiguration( id: ProviderID(rawValue: kind.rawValue), kind: kind, @@ -4393,8 +4864,11 @@ private actor InMemoryProviderLifecycleRepository: artifacts[id] = nil } - func listProviderCaches(providerID: ProviderID?, kind: String?) async throws -> [ProviderCacheRecord] { - sorted(caches.values.filter { cache in + func listProviderCaches(providerID: ProviderID?, kind: String?) async throws + -> [ProviderCacheRecord] + { + sorted( + caches.values.filter { cache in (providerID == nil || cache.providerID == providerID) && (kind == nil || cache.kind == kind) }) } @@ -4419,7 +4893,8 @@ private actor InMemoryProviderLifecycleRepository: batches[id] = nil } - func listProviderLiveSessions(providerID: ProviderID?) async throws -> [ProviderLiveSessionRecord] { + func listProviderLiveSessions(providerID: ProviderID?) async throws -> [ProviderLiveSessionRecord] + { sorted(liveSessions.values.filter { providerID == nil || $0.providerID == providerID }) } @@ -4431,7 +4906,9 @@ private actor InMemoryProviderLifecycleRepository: liveSessions[id] = nil } - func listProviderStructuredOutputs(responseID: String?) async throws -> [ProviderStructuredOutputRecord] { + func listProviderStructuredOutputs(responseID: String?) async throws + -> [ProviderStructuredOutputRecord] + { structuredOutputs.values .filter { responseID == nil || $0.responseID == responseID } .sorted { $0.id.uuidString < $1.id.uuidString } @@ -4445,7 +4922,9 @@ private actor InMemoryProviderLifecycleRepository: structuredOutputs[id] = nil } - func listProviderModelCapabilities(providerID: ProviderID?) async throws -> [ProviderModelCapabilityRecord] { + func listProviderModelCapabilities(providerID: ProviderID?) async throws + -> [ProviderModelCapabilityRecord] + { sorted(modelCapabilities.values.filter { providerID == nil || $0.providerID == providerID }) } @@ -4457,9 +4936,13 @@ private actor InMemoryProviderLifecycleRepository: modelCapabilities["\(providerID.rawValue)::\(modelID.rawValue)"] = nil } - func listProviderResearchRuns(providerID: ProviderID?, status: String?) async throws -> [ProviderResearchRunRecord] { - sorted(researchRuns.values.filter { run in - (providerID == nil || run.providerID == providerID) && (status == nil || run.status == status) + func listProviderResearchRuns(providerID: ProviderID?, status: String?) async throws + -> [ProviderResearchRunRecord] + { + sorted( + researchRuns.values.filter { run in + (providerID == nil || run.providerID == providerID) + && (status == nil || run.status == status) }) } @@ -4496,7 +4979,8 @@ private enum GeminiProviderLifecycleRecordMapperFixture { ) } - static func providerCache(from object: JSONValue, providerID: ProviderID) -> ProviderCacheRecord? { + static func providerCache(from object: JSONValue, providerID: ProviderID) -> ProviderCacheRecord? + { guard let fields = object.objectValue, let id = fields.string("name") else { return nil } @@ -4509,7 +4993,9 @@ private enum GeminiProviderLifecycleRecordMapperFixture { name: fields.string("displayName") ?? id, modelID: normalizedModelID(fields.string("model")), status: normalizedStatus(fields.string("state") ?? fields.string("status") ?? "ACTIVE"), - usageBytes: Int64(usage?.objectValue?.int("cachedContentTokenCount") ?? usage?.objectValue?.int("totalTokenCount") ?? 0), + usageBytes: Int64( + usage?.objectValue?.int("cachedContentTokenCount") ?? usage?.objectValue?.int( + "totalTokenCount") ?? 0), itemCounts: usage, configuration: fields["configuration"], metadata: metadata(from: fields["metadata"]) @@ -4522,7 +5008,8 @@ private enum GeminiProviderLifecycleRecordMapperFixture { modelID: ModelID, metadata: [String: String] ) -> ProviderCacheRecord { - let cacheUsage = jsonValue(fromJSONString: metadata[CloudProviderMetadataKeys.geminiCacheUsageJSON]) + let cacheUsage = jsonValue( + fromJSONString: metadata[CloudProviderMetadataKeys.geminiCacheUsageJSON]) let cachedTokens = cacheUsage?.objectValue?.int("cachedContentTokenCount") ?? 0 return ProviderCacheRecord( id: name, @@ -4538,7 +5025,8 @@ private enum GeminiProviderLifecycleRecordMapperFixture { ) } - static func providerBatch(from object: JSONValue, providerID: ProviderID) -> ProviderBatchRecord? { + static func providerBatch(from object: JSONValue, providerID: ProviderID) -> ProviderBatchRecord? + { guard let fields = object.objectValue, let id = fields.string("name") else { return nil } @@ -4556,7 +5044,9 @@ private enum GeminiProviderLifecycleRecordMapperFixture { ) } - static func providerLiveSession(from object: JSONValue, providerID: ProviderID) -> ProviderLiveSessionRecord? { + static func providerLiveSession(from object: JSONValue, providerID: ProviderID) + -> ProviderLiveSessionRecord? + { guard let fields = object.objectValue, let id = fields.string("name") else { return nil } @@ -4580,7 +5070,8 @@ private enum GeminiProviderLifecycleRecordMapperFixture { ) -> ProviderArtifactRecord? { guard let fields = part.objectValue else { return nil } if let fileData = fields["fileData"]?.objectValue, - let fileURI = fileData.string("fileUri") { + let fileURI = fileData.string("fileUri") + { return ProviderArtifactRecord( id: fileURI, providerID: providerID, @@ -4593,7 +5084,8 @@ private enum GeminiProviderLifecycleRecordMapperFixture { ) } if let inlineData = fields["inlineData"]?.objectValue, - let data = inlineData.string("data") { + let data = inlineData.string("data") + { return ProviderArtifactRecord( id: "gemini-inline-\(responseID ?? UUID().uuidString)-\(toolCallID ?? "model")", providerID: providerID, @@ -4613,7 +5105,8 @@ private enum GeminiProviderLifecycleRecordMapperFixture { providerID: ProviderID, responseID: String? ) -> [ProviderArtifactRecord] { - let fileReferences = jsonArray(fromJSONString: metadata[CloudProviderMetadataKeys.geminiFileReferencesJSON]) + let fileReferences = jsonArray( + fromJSONString: metadata[CloudProviderMetadataKeys.geminiFileReferencesJSON]) let fileArtifacts = fileReferences.map { object in ProviderArtifactRecord( id: object.string("fileUri") ?? UUID().uuidString, @@ -4625,7 +5118,9 @@ private enum GeminiProviderLifecycleRecordMapperFixture { contentType: object.string("mimeType") ) } - let inlineArtifacts = jsonArray(fromJSONString: metadata[CloudProviderMetadataKeys.geminiArtifactsJSON]).map { object in + let inlineArtifacts = jsonArray( + fromJSONString: metadata[CloudProviderMetadataKeys.geminiArtifactsJSON] + ).map { object in ProviderArtifactRecord( id: object.string("id") ?? object.string("fileUri") ?? UUID().uuidString, providerID: providerID, @@ -4659,7 +5154,8 @@ private enum GeminiProviderLifecycleRecordMapperFixture { depth: "standard", sourcePolicy: sourcePolicy, reportFormat: "citation_first", - includeCodeInterpreter: providerMetadata[CloudProviderMetadataKeys.geminiCodeExecutionJSON] != nil, + includeCodeInterpreter: providerMetadata[CloudProviderMetadataKeys.geminiCodeExecutionJSON] + != nil, serviceTier: "default", responseID: responseID, status: status, @@ -4671,7 +5167,8 @@ private enum GeminiProviderLifecycleRecordMapperFixture { private static func normalizedStatus(_ value: String?) -> String { guard let value, !value.isEmpty else { return "unknown" } - return value + return + value .replacingOccurrences(of: "JOB_STATE_", with: "") .lowercased() } @@ -4700,7 +5197,7 @@ private enum GeminiProviderLifecycleRecordMapperFixture { } private static func jsonArray(fromJSONString raw: String?) -> [[String: JSONValue]] { - guard case let .array(values) = jsonValue(fromJSONString: raw) else { return [] } + guard case .array(let values) = jsonValue(fromJSONString: raw) else { return [] } return values.compactMap(\.objectValue) } @@ -4828,15 +5325,20 @@ private struct QwenTurboQuantProfileCase { } var expectedDownloadBytes: Int64 { - modelBytes + Self.configBytes + Self.tokenizerBytes + (processorClass == nil ? 0 : Self.processorBytes) + modelBytes + Self.configBytes + Self.tokenizerBytes + + (processorClass == nil ? 0 : Self.processorBytes) } var configJSON: Data { - Data(#"{"model_type":"\#(modelType)","head_dim":\#(headDimension),"full_attention_interval":4,"linear_num_value_heads":8,"linear_conv_kernel_dim":4}"#.utf8) + Data( + #"{"model_type":"\#(modelType)","head_dim":\#(headDimension),"full_attention_interval":4,"linear_num_value_heads":8,"linear_conv_kernel_dim":4}"# + .utf8) } var tokenizerConfigJSON: Data { - Data(#"{"chat_template":"<|im_start|>user\n{{ content }}<|im_end|>\n<|im_start|>assistant\n","additional_special_tokens":["<|im_start|>","<|im_end|>"]}"#.utf8) + Data( + #"{"chat_template":"<|im_start|>user\n{{ content }}<|im_end|>\n<|im_start|>assistant\n","additional_special_tokens":["<|im_start|>","<|im_end|>"]}"# + .utf8) } var processorConfigJSON: Data? { @@ -4929,7 +5431,9 @@ private var gemmaTurboQuantProfileCases: [GemmaTurboQuantProfileCase] { parameterCount: 4_000_000_000, headDimension: 256, modelBytes: 2_900_000_000, - configJSONOverride: Data(#"{"model_type":"gemma3","text_config":{"model_type":"gemma3_text","hidden_size":2560,"num_attention_heads":8,"num_key_value_heads":4}}"#.utf8), + configJSONOverride: Data( + #"{"model_type":"gemma3","text_config":{"model_type":"gemma3_text","hidden_size":2560,"num_attention_heads":8,"num_key_value_heads":4}}"# + .utf8), modalities: [.text, .vision], processorClass: "Gemma3Processor" ), @@ -4950,7 +5454,9 @@ private var gemmaTurboQuantProfileCases: [GemmaTurboQuantProfileCase] { parameterCount: 12_000_000_000, headDimension: 256, modelBytes: 7_800_000_000, - configJSONOverride: Data(#"{"model_type":"gemma3","text_config":{"model_type":"gemma3_text","hidden_size":3840,"num_attention_heads":16,"num_key_value_heads":8}}"#.utf8), + configJSONOverride: Data( + #"{"model_type":"gemma3","text_config":{"model_type":"gemma3_text","hidden_size":3840,"num_attention_heads":16,"num_key_value_heads":8}}"# + .utf8), modalities: [.text, .vision], processorClass: "Gemma3Processor" ), @@ -5048,7 +5554,8 @@ private struct GemmaTurboQuantProfileCase { } var expectedDownloadBytes: Int64 { - modelBytes + Self.configBytes + Self.tokenizerBytes + (processorClass == nil ? 0 : Self.processorBytes) + modelBytes + Self.configBytes + Self.tokenizerBytes + + (processorClass == nil ? 0 : Self.processorBytes) } var configJSON: Data { @@ -5056,13 +5563,17 @@ private struct GemmaTurboQuantProfileCase { return configJSONOverride } if modelType == "gemma3n" { - return Data(#"{"model_type":"gemma3n","head_dim":\#(headDimension),"layer_types":["sliding_attention","full_attention"],"sliding_window":2048,"num_kv_shared_layers":4}"#.utf8) + return Data( + #"{"model_type":"gemma3n","head_dim":\#(headDimension),"layer_types":["sliding_attention","full_attention"],"sliding_window":2048,"num_kv_shared_layers":4}"# + .utf8) } return Data(#"{"model_type":"\#(modelType)","head_dim":\#(headDimension)}"#.utf8) } var tokenizerConfigJSON: Data { - Data(#"{"chat_template":"user\n{{ content }}\nmodel\n","additional_special_tokens":["","",""]}"#.utf8) + Data( + #"{"chat_template":"user\n{{ content }}\nmodel\n","additional_special_tokens":["","",""]}"# + .utf8) } var processorConfigJSON: Data? { @@ -5092,12 +5603,12 @@ private func iso8601Date(_ raw: String) -> Date? { ISO8601DateFormatter().date(from: raw) } -private extension Dictionary where Key == String, Value == JSONValue { - func string(_ key: String) -> String? { +extension Dictionary where Key == String, Value == JSONValue { + fileprivate func string(_ key: String) -> String? { self[key]?.stringValue } - func int(_ key: String) -> Int? { + fileprivate func int(_ key: String) -> Int? { if let int = self[key]?.intValue { return int } @@ -5107,8 +5618,8 @@ private extension Dictionary where Key == String, Value == JSONValue { return nil } - func arrayStrings(_ key: String) -> [String] { - guard case let .array(values) = self[key] else { return [] } + fileprivate func arrayStrings(_ key: String) -> [String] { + guard case .array(let values) = self[key] else { return [] } return values.compactMap(\.stringValue) } } @@ -5125,10 +5636,14 @@ private struct FixtureVaultRepository: VaultRepository { } } - func upsertDocument(_ document: VaultDocumentRecord, localURL: URL?, checksum: String?) async throws {} + func upsertDocument(_ document: VaultDocumentRecord, localURL: URL?, checksum: String?) + async throws + {} func deleteDocument(id: UUID) async throws {} func chunks(documentID: UUID) async throws -> [VaultChunk] { chunksByDocument[documentID] ?? [] } - func replaceChunks(_ chunks: [VaultChunk], documentID: UUID, embeddingModelID: ModelID?) async throws {} + func replaceChunks(_ chunks: [VaultChunk], documentID: UUID, embeddingModelID: ModelID?) + async throws + {} func search(query: String, embedding: [Float]?, limit: Int) async throws -> [VaultSearchResult] { documents.prefix(max(1, limit)).compactMap { document in @@ -5142,18 +5657,30 @@ private struct EmptyConversationRepository: ConversationRepository { func listConversations() async throws -> [ConversationRecord] { [] } func listConversationPreviews() async throws -> [ConversationPreviewRecord] { [] } func observeConversations() -> AsyncStream<[ConversationRecord]> { AsyncStream { $0.finish() } } - func observeConversationPreviews() -> AsyncStream<[ConversationPreviewRecord]> { AsyncStream { $0.finish() } } - func createConversation(title: String, defaultModelID: ModelID?, defaultProviderID: ProviderID?) async throws -> ConversationRecord { - ConversationRecord(title: title, defaultModelID: defaultModelID, defaultProviderID: defaultProviderID) + func observeConversationPreviews() -> AsyncStream<[ConversationPreviewRecord]> { + AsyncStream { $0.finish() } + } + func createConversation(title: String, defaultModelID: ModelID?, defaultProviderID: ProviderID?) + async throws -> ConversationRecord + { + ConversationRecord( + title: title, defaultModelID: defaultModelID, defaultProviderID: defaultProviderID) } func updateConversationTitle(_ title: String, conversationID: UUID) async throws {} - func updateConversationModel(modelID: ModelID?, providerID: ProviderID?, conversationID: UUID) async throws {} + func updateConversationModel(modelID: ModelID?, providerID: ProviderID?, conversationID: UUID) + async throws + {} func setConversationArchived(_ archived: Bool, conversationID: UUID) async throws {} func setConversationPinned(_ pinned: Bool, conversationID: UUID) async throws {} func deleteConversation(id: UUID) async throws {} func messages(in conversationID: UUID) async throws -> [ChatMessage] { [] } - func observeMessages(in conversationID: UUID) -> AsyncStream<[ChatMessage]> { AsyncStream { $0.finish() } } - func appendMessage(_ message: ChatMessage, status: MessageStatus, conversationID: UUID, modelID: ModelID?, providerID: ProviderID?) async throws {} + func observeMessages(in conversationID: UUID) -> AsyncStream<[ChatMessage]> { + AsyncStream { $0.finish() } + } + func appendMessage( + _ message: ChatMessage, status: MessageStatus, conversationID: UUID, modelID: ModelID?, + providerID: ProviderID? + ) async throws {} func deleteMessages(after messageID: UUID, in conversationID: UUID) async throws {} func updateMessage( id: UUID, diff --git a/Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift b/Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift new file mode 100644 index 0000000..8576dc2 --- /dev/null +++ b/Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift @@ -0,0 +1,325 @@ +import Foundation +import PinesCore +import Testing + +@Suite("TurboQuant Wave 7 platform unlock control plane") +struct TurboQuantWave7PlatformTests { + @Test func platformUnlockDefaultsRemainDisabledAndKillSwitched() { + let policy = TurboQuantPlatformUnlockPolicy.disabled + + #expect(policy.activeFeatureIDs.isEmpty) + #expect(policy.validationErrors.isEmpty) + #expect(policy.featureGates.count == TurboQuantPlatformFeatureID.allCases.count) + #expect(policy.featureGates.allSatisfy { !$0.isProductActive }) + #expect(policy.featureGates.allSatisfy { $0.killSwitchEnabled }) + #expect(policy.featureGates.allSatisfy { $0.evidenceRequired }) + } + + @Test func activePlatformPoliciesFailClosedWithoutRequiredSafetyState() { + let adaptive = TurboQuantAdaptivePrecisionPolicy( + enabled: true, + killSwitchEnabled: false, + evidenceRequired: false, + compatibilityPairID: nil, + segmentPolicy: [ + TurboQuantPrecisionSegment( + role: .pinnedPrompt, + tokenStart: 0, + tokenCount: 128, + keyBits: 8, + valueBits: 8, + priority: 1, + reason: "pinned prompt" + ) + ] + ) + let openKV = TurboQuantOpenKVFormatDescriptor( + enabled: true, + killSwitchEnabled: false, + evidenceRequired: false, + turboQuantLayoutVersion: nil, + localOnlyByDefault: false, + encryptionRequired: false, + supportExportIncludesBlobs: true + ) + let memory = TurboQuantMemoryPlanePolicy( + semanticMemoryEnabled: true, + killSwitchEnabled: false, + evidenceRequired: false, + localOnlyByDefault: false, + cloudExportRequiresApproval: false + ) + let deviceMesh = TurboQuantDeviceMeshPolicy( + enabled: true, + encryptedLANSyncEnabled: false, + killSwitchEnabled: false, + evidenceRequired: false, + localNetworkOnly: false, + peerIdentityRequired: false, + shareKVBlobs: true + ) + let personalization = TurboQuantPersonalizationPolicy( + personalizationEnabled: true, + killSwitchEnabled: false, + evidenceRequired: false, + deleteOnDataErasure: false + ) + let policy = TurboQuantPlatformUnlockPolicy( + adaptivePrecision: adaptive, + memoryPlane: memory, + openKVFormat: openKV, + deviceMesh: deviceMesh, + personalization: personalization + ) + + #expect( + policy.validationErrors.contains("active adaptive precision requires compatibilityPairID")) + #expect( + policy.validationErrors.contains("active open KV format requires turboQuantLayoutVersion")) + #expect(policy.validationErrors.contains("active open KV format requires encryption")) + #expect( + policy.validationErrors.contains("active open KV format must remain local-only by default")) + #expect(policy.validationErrors.contains("support export must not include KV blobs by default")) + #expect(policy.validationErrors.contains("memory plane must be local-only by default")) + #expect(policy.validationErrors.contains("memory plane cloud export requires approval")) + #expect(policy.validationErrors.contains("active device mesh requires encrypted LAN sync")) + #expect(policy.validationErrors.contains("active device mesh must be local-network only")) + #expect(policy.validationErrors.contains("active device mesh requires peer identity")) + #expect(policy.validationErrors.contains("device mesh must not share KV blobs in Wave 7")) + #expect( + policy.validationErrors.contains("active personalization must delete state on data erasure")) + } + + @Test func platformAdmissionBudgetContributesToMemoryZones() { + let budget = TurboQuantPlatformUnlockAdmissionBudget( + enabled: true, + adaptivePrecisionMetadataBytes: 10, + semanticMemoryBytes: 20, + multimodalMemoryBytes: 30, + agentWorkingMemoryBytes: 40, + openKVFormatMetadataBytes: 50, + deviceMeshSyncBytes: 60, + personalizationAdapterBytes: 70 + ) + let request = Self.admissionRequest(platformUnlockBudget: budget) + + let plan = LocalRuntimeAdmissionService().admit(request) + + #expect(plan.platformUnlockBudget == budget) + #expect(plan.memoryZones.adaptivePrecisionMetadataBytes == 10) + #expect(plan.memoryZones.semanticMemoryBytes == 20) + #expect(plan.memoryZones.multimodalMemoryBytes == 30) + #expect(plan.memoryZones.agentWorkingMemoryBytes == 40) + #expect(plan.memoryZones.openKVFormatMetadataBytes == 50) + #expect(plan.memoryZones.deviceMeshSyncBytes == 60) + #expect(plan.memoryZones.personalizationAdapterBytes == 70) + #expect(plan.memoryZones.totalPlannedBytes >= budget.totalReserveBytes) + #expect(plan.memoryZones.totalMatchesZones) + } + + @Test func runDecisionCarriesPlatformPolicyValidation() { + let invalidPolicy = TurboQuantPlatformUnlockPolicy( + adaptivePrecision: TurboQuantAdaptivePrecisionPolicy( + enabled: true, + killSwitchEnabled: false, + evidenceRequired: false, + compatibilityPairID: nil + ) + ) + let decision = TurboQuantRunDecision(platformUnlockPolicy: invalidPolicy) + + #expect( + decision.validationErrors.contains("active adaptive precision requires compatibilityPairID")) + } + + @Test func verifiedEvidenceRequiresExplicitPlatformPolicyOptIn() throws { + var report = Self.report(platformDimensions: Self.platformDimensions()) + + #expect( + throws: TurboQuantBenchmarkImportFailure.platformGateFailed( + "Platform unlock evidence import is disabled by policy.") + ) { + _ = try TurboQuantBenchmarkImporter().importReport( + report, policy: Self.verifiedPolicy(allowPlatformUnlockEvidence: false)) + } + + let imported = try TurboQuantBenchmarkImporter().importReport( + report, + policy: Self.verifiedPolicy(allowPlatformUnlockEvidence: true) + ) + + #expect(imported.evidence.evidenceLevel == .verified) + #expect(imported.evidence.platformEvidenceDimensions == Self.platformDimensions()) + + report.runtime.platformEvidenceDimensions = .disabled + let disabled = try TurboQuantBenchmarkImporter().importReport( + report, + policy: Self.verifiedPolicy(allowPlatformUnlockEvidence: false) + ) + #expect(disabled.evidence.platformEvidenceDimensions == .disabled) + } + + @Test func profileEvidenceStoreMatchesPlatformTupleExactly() async throws { + let report = Self.report(platformDimensions: Self.platformDimensions()) + let store = ProfileEvidenceStore() + let imported = try await store.importBenchmarkReport( + report, + policy: Self.verifiedPolicy(allowPlatformUnlockEvidence: true) + ) + + let found = await store.evidence( + modelID: report.model.id, + modelRevision: report.model.revision, + tokenizerHash: report.model.tokenizerHash, + profileHash: report.model.profileHash, + compatibilityPairID: report.compatibilityPairID, + deviceClass: report.device.deviceClass, + hardwareModel: report.device.hardwareModel, + osBuild: report.device.osBuild, + mode: report.runtime.userMode, + fallbackContractHash: report.runtime.fallbackContractHash, + layoutVersion: report.runtime.layoutVersion, + speculativeDimensions: report.runtime.speculativeDimensions, + platformEvidenceDimensions: Self.platformDimensions(), + minimumContextTokens: report.runtime.admittedContextTokens + ) + let disabledPlatform = await store.evidence( + modelID: report.model.id, + modelRevision: report.model.revision, + tokenizerHash: report.model.tokenizerHash, + profileHash: report.model.profileHash, + compatibilityPairID: report.compatibilityPairID, + deviceClass: report.device.deviceClass, + hardwareModel: report.device.hardwareModel, + osBuild: report.device.osBuild, + mode: report.runtime.userMode, + fallbackContractHash: report.runtime.fallbackContractHash, + layoutVersion: report.runtime.layoutVersion, + speculativeDimensions: report.runtime.speculativeDimensions, + platformEvidenceDimensions: .disabled, + minimumContextTokens: report.runtime.admittedContextTokens + ) + + #expect(found?.id == imported.evidence.id) + #expect(disabledPlatform == nil) + } + + private static func platformDimensions() -> TurboQuantPlatformEvidenceDimensions { + TurboQuantPlatformEvidenceDimensions( + activeFeatureIDs: [.adaptivePrecision, .openKVFormat], + adaptivePrecisionPolicyID: "adaptive-v1", + adaptivePrecisionPolicyHash: "adaptive-hash", + openKVFormatName: "pines.turboquant.open-kv", + openKVFormatVersion: 1, + openKVFormatHash: "open-kv-hash" + ) + } + + private static func report(platformDimensions: TurboQuantPlatformEvidenceDimensions) + -> TurboQuantBenchmarkReport + { + let fallbackContract = TurboQuantFallbackContract.productDefault(for: .balanced) + return TurboQuantBenchmarkReport( + compatibilityPairID: "pair-wave7", + producer: SchemaProducer(repo: "pines-tests", commit: "test"), + device: TurboQuantBenchmarkDevice( + deviceClass: .a17Pro, + hardwareModel: "iPhone16,2", + osBuild: "23F", + availableMemoryBytesAtStart: 3_000_000_000, + metalDeviceName: "Apple GPU", + thermalState: "nominal" + ), + model: TurboQuantBenchmarkModel( + id: "model", + revision: "rev", + tokenizerHash: "tok", + profileHash: "profile", + architecture: "qwen", + layers: 24, + kvHeads: 8, + headDim: 128 + ), + runtime: TurboQuantBenchmarkRuntime( + userMode: .balanced, + fallbackContractHash: fallbackContract.contractHash, + preset: "turbo4v2", + valueBits: 4, + groupSize: 64, + layoutVersion: 4, + attentionPath: .twoStageCompressed, + kernelProfile: "fast", + speculativeDimensions: .disabled, + platformEvidenceDimensions: platformDimensions, + admittedContextTokens: 4096, + reservedCompletionTokens: 512 + ), + metrics: TurboQuantBenchmarkMetrics( + contextTokens: 4096, + firstTokenLatencyMS: 70, + prefillTokensPerSecond: 900, + decodeTokensPerSecondP50: 24, + decodeTokensPerSecondP95: 21, + peakMemoryBytes: 2_100_000_000, + compressedKVBytes: 128_000_000, + memoryWarningsSeen: 0, + fallbackUsed: false, + jetsamObserved: false + ), + qualityGate: TurboQuantQualityGate( + benchmarkSuiteID: .mobileMemoryAcceptanceV1, + deterministicTop1MatchRate: 0.99, + logitKLDivergenceMean: 0.01, + logitMaxAbsErrorP95: 0.1, + noNaNOrInf: true, + fallbackEquivalent: true, + prefillExact: true, + passed: true + ) + ) + } + + private static func verifiedPolicy(allowPlatformUnlockEvidence: Bool) + -> TurboQuantBenchmarkImportPolicy + { + let report = Self.report(platformDimensions: Self.platformDimensions()) + return TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true, + allowPlatformUnlockEvidence: allowPlatformUnlockEvidence + ) + } + + private static func admissionRequest( + platformUnlockBudget: TurboQuantPlatformUnlockAdmissionBudget + ) -> LocalRuntimeAdmissionRequest { + LocalRuntimeAdmissionRequest( + modelID: "test-model", + requestedContextTokens: 1024, + reservedCompletionTokens: 128, + userMode: .balanced, + fallbackContract: .productDefault(for: .balanced), + deviceClass: .a17Pro, + osBuild: "test", + memoryCounters: RuntimeMemoryCounters( + availableMemoryBytes: 2_000 * 1_024 * 1_024, + processResidentMemoryBytes: 128 * 1_024 * 1_024 + ), + quantizationDiagnostics: RuntimeQuantizationDiagnostics( + activeAttentionPath: .twoStageCompressed + ), + estimatedModelWeightsBytes: 100, + compressedKVBytesPerToken: 10, + rawShadowBytes: 0, + packedFallbackBytesPerToken: 0, + decodedFallbackScratchBytes: 0, + promptBufferBytes: 0, + metalScratchReserveBytes: 0, + uiReserveBytes: 0, + platformUnlockBudget: platformUnlockBudget + ) + } +} diff --git a/docs/turboquant-implementation/02-schema-registry.md b/docs/turboquant-implementation/02-schema-registry.md index 6a49f94..70dfd0b 100644 --- a/docs/turboquant-implementation/02-schema-registry.md +++ b/docs/turboquant-implementation/02-schema-registry.md @@ -67,6 +67,9 @@ public struct SchemaCompatibility: Codable, Sendable { | `TurboQuantLayout` | 4 | MLX Swift | current compressed layout | | `TurboQuantLayoutNext` | 5 | MLX Swift | gated future layout | | `AdaptivePrecisionPolicy` | 1 | all | future adaptive precision | +| `PlatformUnlockPolicy` | 1 | Pines | W29+ platform gates and release kill switches | +| `OpenKVFormat` | 1 | all | open KV format descriptors and export/import metadata | +| `PlatformEvidenceDimensions` | 1 | Pines | evidence tuple matching for W29+ platform features | ## Schema rules @@ -335,6 +338,25 @@ Defined in [Context Memory Planner](10-context-memory-planner.md). Defined in [KV Snapshot Security](11-kv-snapshot-security.md). +## Wave 7 platform schemas + +Wave 7 adds W29+/MVP 6 platform-unlock schemas. They are contract and evidence +surfaces only by default. Product activation remains disabled unless the +feature-specific policy is active, kill switches are clear, a green +compatibility pair is present, and verified evidence explicitly allows the +feature tuple. + +Required fail-closed defaults: + +- `AdaptivePrecisionPolicy.v1` defaults disabled, kill-switched, and + evidence-required; +- `PlatformUnlockPolicy.v1` aggregates adaptive precision, memory-plane, + open-KV, device-mesh, personalization, and feature-gate state; +- `OpenKVFormat.v1` requires exact identity, local-only defaults, encryption, + and support-export blob exclusion; +- `PlatformEvidenceDimensions.v1` is part of benchmark/evidence tuple matching + and must match exactly for product claims. + ## ModelProfile.v2 Owned by `mlx-swift-lm`. diff --git a/docs/turboquant-implementation/08-worker-ownership.md b/docs/turboquant-implementation/08-worker-ownership.md index c6d6a43..a30b719 100644 --- a/docs/turboquant-implementation/08-worker-ownership.md +++ b/docs/turboquant-implementation/08-worker-ownership.md @@ -18,6 +18,7 @@ Use [PR and Merge Plan](15-pr-merge-plan.md) for target branches, worker PR orde | Wave 4 | W11, W14A, W14B, W17, iOS lifecycle policy | parallel after evidence gate | | Wave 5 | W13, optimization evidence update | gated optimization after measurement exists | | Wave 6 | W15A, W15B, W29+ | speculative and platform work after rollback/cache proof | +| Wave 7 | W29-core, W29-lm, W29-pines | platform-unlock contracts after Wave 6 | The tables below preserve worker ownership and scope. They are grouped by earliest legal launch window. @@ -110,6 +111,14 @@ These workers are intentionally serialized. They should not run concurrently wit | W15B | `pines` | MVP 5 | P3 | `tq/pines-speculative` | speculative UX | | W29+ | all | MVP 6 | P3 | varied | adaptive precision, memory, agents, open format, mesh | +## Wave 7 - platform unlock contracts + +| Worker | Repo | Phase | Priority | Branch | Task | +| --- | --- | --- | --- | --- | --- | +| W29-core | `mlx-swift` | MVP 6 | P3 | `tq/wave7-core-platform` | adaptive precision/open-KV capability contracts | +| W29-lm | `mlx-swift-lm` | MVP 6 | P3 | `tq/wave7-lm-platform` | LM platform policy/open-KV identity contracts | +| W29-pines | `pines` | MVP 6 | P3 | `tq/wave7-platform-unlocks` | platform gates, admission reserves, evidence dimensions | + ## File ownership map | File/area | Owner | @@ -142,6 +151,7 @@ These workers are intentionally serialized. They should not run concurrently wit | Context memory planner | W11 | | KV snapshot store | W14B/W17 | | TurboQuant kernels/Layout V5 | W13 only | +| W29+ platform contracts | W29-core / W29-lm / W29-pines by repo | ## Merge dependency graph diff --git a/docs/turboquant-implementation/13-complete-task-inventory.md b/docs/turboquant-implementation/13-complete-task-inventory.md index 24d0aaa..a5eb3e6 100644 --- a/docs/turboquant-implementation/13-complete-task-inventory.md +++ b/docs/turboquant-implementation/13-complete-task-inventory.md @@ -16,6 +16,7 @@ Use [Worker Launch Schedule](14-worker-launch-schedule.md) to decide execution o | Wave 4 | MVP 1.5 evidence gate passed | W11, W14A, W14B, W17, iOS lifecycle policy | | Wave 5 | benchmark/quality/memory loop exists | W13, optimization evidence update | | Wave 6 | rollback-safe compressed cache exists | W15A, W15B, platform backlog | +| Wave 7 | completed Wave 6 | W29-core, W29-lm, W29-pines platform contracts | Inventory tables below retain the original task depth. If a task appears in a later queue, it can be implemented behind a disabled flag earlier only if it does not modify serialized files or product activation. diff --git a/docs/turboquant-implementation/14-worker-launch-schedule.md b/docs/turboquant-implementation/14-worker-launch-schedule.md index 78c81ed..4eeb99c 100644 --- a/docs/turboquant-implementation/14-worker-launch-schedule.md +++ b/docs/turboquant-implementation/14-worker-launch-schedule.md @@ -293,6 +293,33 @@ Wave 6 exit criteria: - poor acceptance disables speculation; - Fast mode improvement is evidence-backed. +## Wave 7 - Platform unlock contracts + +Purpose: + +Complete the W29+/MVP 6 platform contract surface after Wave 6 speculative +decode. Wave 7 adds fail-closed contracts, evidence dimensions, and admission +budgeting for platform unlocks, but does not product-activate them. + +Workers: + +| Worker | Repo | Branch | Prerequisites | Output | +| --- | --- | --- | --- | --- | +| W29-core | `mlx-swift` | `tq/wave7-core-platform` | Wave 5/6 heads | adaptive precision/open-KV capability contracts | +| W29-lm | `mlx-swift-lm` | `tq/wave7-lm-platform` | W14A, W15A | LM platform policy and open-KV identity contracts | +| W29-pines | `pines` | `tq/wave7-platform-unlocks` | W15B | Pines platform gates, admission/evidence dimensions, persistence, tests | + +Wave 7 exit criteria: + +- adaptive precision, memory-plane, open-KV, mesh, and adapter policies encode + and validate; +- all platform features remain disabled by default, kill-switched, and + evidence-required; +- admission budgets platform reserves when requested; +- benchmark evidence records platform dimensions and matches them exactly; +- persistence can store and query platform evidence dimensions; +- no production pins, generated project files, or runtime bridge ownership move. + ## Quick start recommendation If starting implementation now, launch these in parallel: diff --git a/docs/turboquant-implementation/15-pr-merge-plan.md b/docs/turboquant-implementation/15-pr-merge-plan.md index c8f8525..60fa8d8 100644 --- a/docs/turboquant-implementation/15-pr-merge-plan.md +++ b/docs/turboquant-implementation/15-pr-merge-plan.md @@ -310,6 +310,29 @@ Merge gate: - poor acceptance disables speculation; - Fast mode improvement is evidence-backed. +## Wave 7 PR plan + +Purpose: + +Finish W29+/MVP 6 platform-unlock contracts without activating product claims. + +Worker PRs: + +| Repo | Branch | Target | Merge gate | +| --- | --- | --- | --- | +| `mlx-swift` | `tq/wave7-core-platform` | `codex/turboquant-core-completion` | adaptive/open-KV capability contracts compile and fail closed | +| `mlx-swift-lm` | `tq/wave7-lm-platform` | `codex/turboquant-completion-hardening` | LM platform policy/open-KV identity contracts compile and fail closed | +| `pines` | `tq/wave7-platform-unlocks` | `codex/local-runtime-hardening` | platform gates, admission reserves, evidence dimensions, persistence, and tests | + +Merge gate: + +- all Wave 7 contracts are Codable/Sendable and disabled by default; +- active platform states require evidence and clear kill switches; +- Pines evidence tuple matching includes platform dimensions; +- no production pin update or generated-project ownership change; +- compatibility-pair remains pending unless a separate release-train owner + validates and promotes it. + ## Hard merge gates No worker PR merges unless: diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index c4c368e..2ca1b79 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -52,6 +52,7 @@ Use [Worker Launch Schedule](14-worker-launch-schedule.md) as the primary execut - Wave 4: context and persistence. - Wave 5: optimization. - Wave 6: speculative decode and platform unlocks. +- Wave 7: W29+/MVP 6 platform-unlock contracts and fail-closed gates. Use [Worker Ownership](08-worker-ownership.md) for file ownership and PR rules, and [Complete Task Inventory](13-complete-task-inventory.md) for the full backlog. The schedule is the launch order; the inventory is the scope catalogue. @@ -88,6 +89,10 @@ These apply to all repos and all branches. | MVP 5 | Speculative TurboQuant | tentative cache append is rollback-safe; accepted tokens match target; poor acceptance disables speculation; Fast mode improves p50 decode speed | | MVP 6 | Platform unlocks | adaptive precision, semantic memory, multimodal memory, agents, open format, device mesh, and personalization/adapters | +Wave 7 progress is tracked in [Wave 7 Changelog](Wave7-changelog.md). Wave 7 +implements W29+/MVP 6 platform contracts end to end while keeping every platform +feature disabled by default, kill-switched, and evidence-required. + ## Implementation principle Implement the full scope, but activate nothing on hope. diff --git a/docs/turboquant-implementation/Wave7-changelog.md b/docs/turboquant-implementation/Wave7-changelog.md new file mode 100644 index 0000000..1575f2f --- /dev/null +++ b/docs/turboquant-implementation/Wave7-changelog.md @@ -0,0 +1,137 @@ +# Wave 7 Changelog + +Read this alongside: + +- `14-worker-launch-schedule.md` +- `15-pr-merge-plan.md` +- `08-worker-ownership.md` +- `12-validation-and-release-gates.md` +- `13-complete-task-inventory.md` + +Wave 7 is the post-Wave-6 W29+/MVP 6 platform-unlock implementation lane. The +central schedule does not define a named Wave 7, so this changelog scopes Wave 7 +to the remaining W29+ platform backlog while preserving all Wave 6 release gates. + +## 2026-05-25 + +### Start State + +- Pines Wave 7 branch: `tq/wave7-platform-unlocks`. +- Pines branch base: `d35e685` from `tq/pines-speculative`. +- `mlx-swift-lm` Wave 7 branch: `tq/wave7-lm-platform`. +- `mlx-swift-lm` branch base: `bb993db` from `tq/lm-speculative`. +- `mlx-swift` Wave 7 branch: `tq/wave7-core-platform`. +- `mlx-swift` branch base: `741fa31` from `tq/layout-v5-kernels`. +- `compatibility-pair.json` remains `pending`; Wave 7 must not promote Verified, + Certified, Fast, adaptive precision, open-format, mesh, memory, or agent + product claims without a green compatibility pair and evidence. +- Full local Xcode package/app validation remains blocked by the known + `xcodebuild -resolvePackageDependencies` stall. +- Pines retains the pre-existing generated scheme drift in: + - `Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme` + - `Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme` + +### Wave 7 Scope + +- W29+ platform unlock contracts: + - adaptive precision; + - segment precision; + - layer and head sensitivity metadata; + - semantic memory and user fact store policy; + - multimodal memory policy; + - local agent memory and tool-state pinning policy; + - open KV format and safetensors/export metadata; + - device mesh and encrypted LAN sync policy; + - personalization/adapters policy; + - release kill-switch hardening. +- All features remain disabled by default, kill-switched, and evidence-required. +- Product activation is out of scope until release gates are explicitly green. + +### Constraints + +- Do not edit production pins, `project.yml`, `Package.resolved`, or generated + Xcode project files for Wave 7. +- Do not edit `Pines/Runtime/MLXRuntimeBridge.swift` unless Wave 7 explicitly + creates a serialized INT owner. +- Keep semantic memory and KV snapshots distinct. +- Keep open KV format local/export metadata fail-closed until identity, + encryption, and evidence policies are satisfied. +- Do not change speculative DTO compatibility unless all evidence and importer + dimensions are migrated together. + +### Progress + +- Created this Wave 7 progress log before implementation edits. +- Created Wave 7 branches for Pines, `mlx-swift-lm`, and `mlx-swift`. +- Launched parallel implementation workers for: + - Core MLX Wave 7 platform/adaptive/open-format contracts; + - LM Wave 7 platform/adaptive/open-format contracts. +- Pines owns the central Wave 7 platform gates, admission/evidence shims, schema + registry, persistence-facing DTOs, and tests. + +### Completed Implementation + +- Pines: + - Added fail-closed Wave 7 platform-unlock DTOs for adaptive precision, + precision segments, sensitivity metadata, semantic/multimodal/agent memory, + open KV format, device mesh, personalization/adapters, platform evidence, + and admission budget accounting. + - Expanded platform feature IDs to cover the W29+/MVP 6 backlog and made the + runtime default set the Wave 7 disabled-default matrix. + - Threaded optional platform-unlock budget into local runtime admission memory + zones without enabling any product behavior by default. + - Added platform evidence dimensions to run decisions, benchmark runtime + imports, profile evidence lookup/conflict checks, and GRDB evidence + persistence. + - Added database migration 23, schema-registry entries, compatibility-pair + schema names, and Wave 7 contract tests. + - Updated central docs, worker ownership, launch/merge plan, inventory, and + schema-registry documentation for Wave 7. +- `mlx-swift`: + - Added core-only platform policy contracts for Wave 7 feature gates, + adaptive precision policy, precision segments, open KV descriptors, and + evidence-gated activation. + - Added focused Wave 7 core platform tests and updated core worker docs. +- `mlx-swift-lm`: + - Added LM-only Wave 7 platform policy contracts for adaptive precision, + semantic memory, agent memory, open KV, personalization/adapters, and + evidence-gated activation. + - Added focused LM Wave 7 platform tests. + +### Validation + +- Pines: + - `swift test --filter TurboQuantWave7PlatformTests` passed. + - `swift test --filter 'TurboQuantWave7PlatformTests|CoreContractTests/turboQuantSchemaRegistryExposesCanonicalWave0Names|CoreContractTests/openAIParityMigrationAddsTablesAndRunProvenance'` passed. + - `swift test --filter 'TurboQuantWave6SpeculativeTests|TurboQuantWave7PlatformTests'` passed. + - `swift build` passed. + - `swift test --disable-automatic-resolution` passed. + - `swift run --disable-automatic-resolution PinesCoreTestRunner` passed. + - `git diff --check` passed. +- `mlx-swift-lm`: + - `swift test --filter TurboQuantWave7PlatformTests` passed. + - Full `swift test` passed. + - `swift build --target MLXLMCommon` passed. + - `git diff --check` passed. +- `mlx-swift`: + - `swift test --filter TurboQuantWave7PlatformPolicyTests` passed. + - `swift test --filter 'TurboQuantContractsTests|TurboQuantValidationTests|TurboQuantAttentionRouterTests|TurboQuantBenchmarkReportTests'` passed. + - `swift build` passed. + - `git diff --check` passed. + - Full `swift test` remains blocked by the pre-existing Metal library compile + failure in `MLXArrayIndexingTests.testFullIndexReadArray`: + `general_reduce_looped` is undeclared while compiling + `mlx/backend/metal/kernels/reduce.h`. + +### Exit State + +- Wave 7 platform contracts are implemented across Pines, `mlx-swift`, and + `mlx-swift-lm`. +- All Wave 7 features remain disabled by default, kill-switched, and + evidence-required. +- No Wave 7 product claim is promoted while `compatibility-pair.json` remains + pending. +- Full local Xcode package/app validation remains blocked by the known + `xcodebuild -resolvePackageDependencies` stall. +- The pre-existing Pines generated scheme drift remains uncommitted and outside + Wave 7 implementation scope. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index a0abd64..908ae43 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -33,7 +33,12 @@ "ModelProfile": 2, "TurboQuantLayout": 4, "TurboQuantLayoutNext": 5, - "AdaptivePrecisionPolicy": 1 + "AdaptivePrecisionPolicy": 1, + "SpeculativeDecode": 1, + "PlatformFeatureGate": 1, + "PlatformUnlockPolicy": 1, + "OpenKVFormat": 1, + "PlatformEvidenceDimensions": 1 }, "validatedAt": null, "validationCommands": [ From b410ae901ad92e969f46d482a01f12d1f9058851 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 15:57:02 +0200 Subject: [PATCH 18/80] Harden Wave 7 platform evidence and snapshots --- Pines/App/PinesAppModel+Presentation.swift | 4 + Pines/Runtime/MLXRuntimeBridge.swift | 2 +- .../PinesCore/Inference/RuntimeTypes.swift | 3 + .../Inference/TurboQuantKVSnapshot.swift | 155 ++++++++++-------- .../TurboQuantKVSnapshotStoreTests.swift | 29 ++++ .../Wave7-changelog.md | 58 +++++++ 6 files changed, 185 insertions(+), 66 deletions(-) diff --git a/Pines/App/PinesAppModel+Presentation.swift b/Pines/App/PinesAppModel+Presentation.swift index d105577..011a72c 100644 --- a/Pines/App/PinesAppModel+Presentation.swift +++ b/Pines/App/PinesAppModel+Presentation.swift @@ -333,6 +333,7 @@ extension PinesAppModel { let mode = admission?.selectedMode ?? quantization.turboQuantUserMode let requiredContext = admission?.admittedContextLength ?? quantization.maxKVSize ?? 0 let requestedSpeculativeDimensions = speculativeEvidenceDimensions(for: runtimeProfile) + let acceptedCompatibilityPairIDs = Set([MLXRuntimeBridge.turboQuantCompatibilityPairID]) return records .filter { evidence in @@ -340,6 +341,9 @@ extension PinesAppModel { return false } if evidence.evidenceLevel.canMakeProductCompatibilityClaim { + guard acceptedCompatibilityPairIDs.contains(evidence.compatibilityPairID) else { + return false + } guard let evidenceRevision = evidence.modelRevision, let installRevision = install.revision, evidenceRevision == installRevision else { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 942efa5..43e4945 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -371,7 +371,7 @@ private actor LocalRuntimeSupervisor { } struct MLXRuntimeBridge: Sendable { - private static let turboQuantCompatibilityPairID = + static let turboQuantCompatibilityPairID = "mlx-swift-21002cb84fe37204b7cab3fbb363ecbc260bf6a4+mlx-swift-lm-6b15298efa1fe3db8cb78e15cd2b6bdb95b29075" private let state = MLXRuntimeState() diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index ae862c4..29b52ab 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -170,6 +170,7 @@ public enum TurboQuantAttentionPath: String, Codable, Sendable, CaseIterable { case twoStageCompressed case mlxPackedFallback case baseline + case unavailable public var displayName: String { switch self { @@ -183,6 +184,8 @@ public enum TurboQuantAttentionPath: String, Codable, Sendable, CaseIterable { "MLX packed fallback" case .baseline: "Baseline" + case .unavailable: + "Unavailable" } } } diff --git a/Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift b/Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift index 2d58cfd..5897cd5 100644 --- a/Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift +++ b/Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift @@ -1,4 +1,5 @@ import CryptoKit +import CryptoKit import Foundation public struct TurboQuantKVSnapshotIdentity: Hashable, Codable, Sendable { @@ -766,21 +767,24 @@ public protocol TurboQuantKVSnapshotRepository: Sendable { public struct TurboQuantSnapshotLocalCipher: Sendable { public var keyID: String - private var keyBytes: [UInt8] + private var key: SymmetricKey public init(keyID: String, keyMaterial: Data) { self.keyID = keyID - self.keyBytes = Array(keyMaterial.isEmpty ? Data("pines-local-snapshot-key".utf8) : keyMaterial) + precondition(!keyMaterial.isEmpty, "TurboQuant snapshot encryption requires non-empty key material") + self.key = SymmetricKey(data: SHA256.hash(data: keyMaterial)) } - public func seal(_ plaintext: Data) -> Data { - Data(plaintext.enumerated().map { index, byte in - byte ^ keyBytes[index % keyBytes.count] ^ 0xA5 - }) + public func seal(_ plaintext: Data) throws -> Data { + let box = try AES.GCM.seal(plaintext, using: key) + guard let combined = box.combined else { + throw TurboQuantKVSnapshotStoreFailure.encryptionFailed + } + return combined } - public func open(_ sealed: Data) -> Data { - seal(sealed) + public func open(_ sealed: Data) throws -> Data { + try AES.GCM.open(AES.GCM.SealedBox(combined: sealed), using: key) } } @@ -916,7 +920,7 @@ public actor TurboQuantKVSnapshotStore { guard manifest.encryptionKeyID == cipher.keyID else { throw TurboQuantKVSnapshotStoreFailure.encryptionKeyMismatch } - let encrypted = cipher.seal(plaintextBlob) + let encrypted = try cipher.seal(plaintextBlob) guard encrypted != plaintextBlob else { throw TurboQuantKVSnapshotStoreFailure.encryptionFailed } @@ -974,11 +978,10 @@ public actor TurboQuantKVSnapshotStore { return .rejected(failure) } - guard let record = records.values + let candidates = records.values .filter({ $0.manifest.conversationID == conversationID && $0.state == .active }) .sorted(by: { $0.manifest.createdAt > $1.manifest.createdAt }) - .first - else { + guard !candidates.isEmpty else { recordAttempt( snapshotID: nil, conversationID: conversationID, @@ -990,77 +993,99 @@ public actor TurboQuantKVSnapshotStore { return .missing } - do { - try record.manifest.validateForRestore( - expectedIdentity: expectedIdentity, - policy: policy, - restoreGate: restoreGate - ) - guard let blob = blobMetadata[record.manifest.snapshotID] else { - throw TurboQuantKVSnapshotValidationFailure.missingBlob(record.manifest.snapshotID) - } - try blob.validate(encryptedBytes: record.encryptedBlob, manifest: record.manifest) - } catch let failure as TurboQuantKVSnapshotValidationFailure { - if case .checksumMismatch = failure { - let quarantine = quarantineSnapshot( + var lastFailure: (TurboQuantKVSnapshotManifest, TurboQuantKVSnapshotValidationFailure)? + var lastQuarantine: TurboQuantKVSnapshotQuarantine? + + for record in candidates { + do { + try record.manifest.validateForRestore( + expectedIdentity: expectedIdentity, + policy: policy, + restoreGate: restoreGate + ) + guard let blob = blobMetadata[record.manifest.snapshotID] else { + throw TurboQuantKVSnapshotValidationFailure.missingBlob(record.manifest.snapshotID) + } + try blob.validate(encryptedBytes: record.encryptedBlob, manifest: record.manifest) + + var updated = record + updated.lastUsedAt = attemptedAt + records[record.manifest.snapshotID] = updated + if var reference = references[record.manifest.snapshotID] { + reference.lastUsedAt = attemptedAt + references[record.manifest.snapshotID] = reference + } + recordAttempt( snapshotID: record.manifest.snapshotID, - conversationID: record.manifest.conversationID, - stage: .integrity, - reason: failure.errorDescription ?? "checksum_mismatch", - blobByteCount: record.manifest.blobByteCount, - quarantinedAt: attemptedAt + conversationID: conversationID, + attemptedAt: attemptedAt, + result: .accepted, + failureReason: nil, + expectedIdentity: expectedIdentity ) + return .accepted(record.manifest) + } catch let failure as TurboQuantKVSnapshotValidationFailure { + lastFailure = (record.manifest, failure) + if case .checksumMismatch = failure { + let quarantine = quarantineSnapshot( + snapshotID: record.manifest.snapshotID, + conversationID: record.manifest.conversationID, + stage: .integrity, + reason: failure.errorDescription ?? "checksum_mismatch", + blobByteCount: record.manifest.blobByteCount, + quarantinedAt: attemptedAt + ) + lastQuarantine = quarantine ?? lastQuarantine + recordAttempt( + snapshotID: record.manifest.snapshotID, + conversationID: conversationID, + attemptedAt: attemptedAt, + result: .quarantined, + failureReason: failure.errorDescription, + expectedIdentity: expectedIdentity + ) + continue + } recordAttempt( snapshotID: record.manifest.snapshotID, conversationID: conversationID, attemptedAt: attemptedAt, - result: .quarantined, + result: .rejected, failureReason: failure.errorDescription, expectedIdentity: expectedIdentity ) - if let quarantine { - return .quarantined(quarantine) - } - return .rejected(failure) + continue + } catch { + let failure = TurboQuantKVSnapshotValidationFailure.securityPolicyRejected(error.localizedDescription) + lastFailure = (record.manifest, failure) + recordAttempt( + snapshotID: record.manifest.snapshotID, + conversationID: conversationID, + attemptedAt: attemptedAt, + result: .rejected, + failureReason: failure.errorDescription, + expectedIdentity: expectedIdentity + ) + continue } - recordAttempt( - snapshotID: record.manifest.snapshotID, - conversationID: conversationID, - attemptedAt: attemptedAt, - result: .rejected, - failureReason: failure.errorDescription, - expectedIdentity: expectedIdentity - ) - return .rejected(failure) - } catch { - let failure = TurboQuantKVSnapshotValidationFailure.securityPolicyRejected(error.localizedDescription) - recordAttempt( - snapshotID: record.manifest.snapshotID, - conversationID: conversationID, - attemptedAt: attemptedAt, - result: .rejected, - failureReason: failure.errorDescription, - expectedIdentity: expectedIdentity - ) - return .rejected(failure) } - var updated = record - updated.lastUsedAt = attemptedAt - records[record.manifest.snapshotID] = updated - if var reference = references[record.manifest.snapshotID] { - reference.lastUsedAt = attemptedAt - references[record.manifest.snapshotID] = reference + if let lastQuarantine { + return .quarantined(lastQuarantine) } + if let lastFailure { + return .rejected(lastFailure.1) + } + recordAttempt( - snapshotID: record.manifest.snapshotID, + snapshotID: nil, conversationID: conversationID, attemptedAt: attemptedAt, - result: .accepted, - failureReason: nil, + result: .missing, + failureReason: "missing_snapshot", expectedIdentity: expectedIdentity ) - return .accepted(record.manifest) + return .missing } public func simulateBlobCorruption(snapshotID: UUID, bytes: Data) { diff --git a/Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift b/Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift index 00c11a0..84f49ba 100644 --- a/Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift +++ b/Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift @@ -138,6 +138,35 @@ struct TurboQuantKVSnapshotStoreTests { #expect(quarantines.contains { $0.stage == .deletion && $0.reason == "data_erasure" }) } + @Test func restoreSkipsNewerMismatchedSnapshotAndUsesOlderValidSnapshot() async throws { + let store = TurboQuantKVSnapshotStore(policy: .init(quotaBytes: 4_096)) + let older = Self.manifest( + snapshotID: UUID(uuidString: "00000000-0000-4000-8000-000000000301")!, + blobByteCount: 64, + createdAt: Date(timeIntervalSinceReferenceDate: 10) + ) + var newer = Self.manifest( + snapshotID: UUID(uuidString: "00000000-0000-4000-8000-000000000302")!, + blobByteCount: 64, + createdAt: Date(timeIntervalSinceReferenceDate: 20) + ) + newer.tokenPrefixHash = "different-prefix" + + _ = try await store.store(Self.request(manifest: older)) + _ = try await store.store(Self.request(manifest: newer)) + + let decision = await store.restoreDecision( + conversationID: older.conversationID, + expectedIdentity: older.identity, + restoreGate: .enabled() + ) + + #expect(decision == .accepted(older)) + let attempts = await store.allRestoreAttempts() + #expect(attempts.contains { $0.snapshotID == newer.snapshotID && $0.result == .rejected }) + #expect(attempts.contains { $0.snapshotID == older.snapshotID && $0.result == .accepted }) + } + private static func request( manifest: TurboQuantKVSnapshotManifest, encryptedBlob: Data? = nil, diff --git a/docs/turboquant-implementation/Wave7-changelog.md b/docs/turboquant-implementation/Wave7-changelog.md index 1575f2f..312d3bf 100644 --- a/docs/turboquant-implementation/Wave7-changelog.md +++ b/docs/turboquant-implementation/Wave7-changelog.md @@ -135,3 +135,61 @@ to the remaining W29+ platform backlog while preserving all Wave 6 release gates `xcodebuild -resolvePackageDependencies` stall. - The pre-existing Pines generated scheme drift remains uncommitted and outside Wave 7 implementation scope. + +### Post-Audit Hardening + +After the initial Wave 7 implementation commit, a deeper cross-repo audit found +several production-readiness gaps that were fixed before handoff: + +- `mlx-swift`: + - Made `TurboQuantKernelCapabilities` fully explicit for tiled fused support, + supported head dimensions, selected kernel profile, and failure reasons. + - Expanded `TurboQuantAttentionDecision` with the complete decision-ledger + fields required by Pines: head dimension, query length, logical length, + dtype, mask kind, kernel profile, and fallback reason. + - Added `.unavailable` as an explicit attention-path outcome so unsupported + requests do not masquerade as `.baseline` when no fallback is available. + - Hardened the router so unsupported masks/shapes with no budgeted fallback + fail closed as `.unavailable`. + - Changed benchmark failure reporting so failed compressed-path attempts emit + an unavailable decision instead of claiming the originally requested path. + - Rejected invalid V4 benchmark combinations that request fp16 attention scale + storage without opting into layout V5. +- Pines: + - Added `.unavailable` to the local TurboQuant attention path enum. + - Tightened product compatibility matching so `Verified`/`Certified` states + require evidence from the active compatibility pair, preventing stale + evidence from promoting product claims. + - Replaced the test-only repeating-XOR snapshot cipher with authenticated + AES-GCM sealing backed by deterministic local key material for the current + store abstraction. + - Fixed in-memory snapshot restore selection so a newer mismatched or + corrupted snapshot no longer blocks restore from an older valid snapshot. +- `mlx-swift-lm`: + - Made `MTPConfig.retainMTPWeights` lock-protected to remove the remaining + process-wide race found by full LM test runs. + - Updated `AGENTS.md` to match the current `Package.swift` MLX pin. + +Additional post-audit validation: + +- Pines: + - `swift build --disable-automatic-resolution` passed. + - `swift test --disable-automatic-resolution` passed with 189 tests. + - `swift run --disable-automatic-resolution PinesCoreTestRunner` passed. + - Focused Wave 3/Wave 7/snapshot tests passed. + - `xcrun swiftc -parse` passed for the changed runtime and presentation app + files. + - `git diff --check` passed. +- `mlx-swift-lm`: + - `swift build --target MLXLMCommon` passed. + - Full `swift test --quiet` passed. + - Focused Wave 7/MTP safety tests passed. + - `git diff --check` passed. +- `mlx-swift`: + - `swift build` passed. + - Focused contract/router/benchmark tests passed. + - V5 fp16-scale benchmark smoke emitted `onlineFused`, layout version `5`, + and scale storage `float16`. + - Invalid V4 fp16-scale benchmark options fail closed with an explicit + configuration error. + - `git diff --check` passed. From 7c33709c89410847f11031717dff119edf2f20f2 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 16:05:45 +0200 Subject: [PATCH 19/80] Promote TurboQuant Wave 7 MLX production pins --- Pines.xcodeproj/project.pbxproj | 4 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 4 +- docs/turboquant-implementation/README.md | 16 ++- .../Wave3.5-changelog.md | 102 ++++++++++++++++++ .../compatibility-pair.json | 77 +++++++++++-- .../compatibility-pair.schema.json | 20 ++++ project.yml | 4 +- scripts/ci/check-mlx-package-pins.sh | 50 +++++++++ 10 files changed, 261 insertions(+), 22 deletions(-) create mode 100644 docs/turboquant-implementation/Wave3.5-changelog.md diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index a42a2d5..8debb03 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1432,7 +1432,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 21002cb84fe37204b7cab3fbb363ecbc260bf6a4; + revision = d8725e195fd4e0d0cedb3acdca5d1a8327377c19; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1448,7 +1448,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 6b15298efa1fe3db8cb78e15cd2b6bdb95b29075; + revision = beca69f07458b3c04075f0adaf31ef3908629d66; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 3d5352b..904ebae 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "21002cb84fe37204b7cab3fbb363ecbc260bf6a4" + "revision" : "d8725e195fd4e0d0cedb3acdca5d1a8327377c19" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "6b15298efa1fe3db8cb78e15cd2b6bdb95b29075" + "revision" : "beca69f07458b3c04075f0adaf31ef3908629d66" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 43e4945..7bbbc7a 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -372,7 +372,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-21002cb84fe37204b7cab3fbb363ecbc260bf6a4+mlx-swift-lm-6b15298efa1fe3db8cb78e15cd2b6bdb95b29075" + "mlx-swift-d8725e195fd4e0d0cedb3acdca5d1a8327377c19+mlx-swift-lm-beca69f07458b3c04075f0adaf31ef3908629d66" private let state = MLXRuntimeState() private let deviceMonitor = DeviceRuntimeMonitor() diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 41e35de..f567259 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -11,8 +11,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `21002cb84fe37204b7cab3fbb363ecbc260bf6a4` - - `RNT56/mlx-swift-lm`: `6b15298efa1fe3db8cb78e15cd2b6bdb95b29075` + - `RNT56/mlx-swift`: `d8725e195fd4e0d0cedb3acdca5d1a8327377c19` + - `RNT56/mlx-swift-lm`: `beca69f07458b3c04075f0adaf31ef3908629d66` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, a tiled online fused decode path for admitted 64/80/96/112/128/192/240/256 head dimensions, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index 2ca1b79..fb95f49 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -63,6 +63,17 @@ Machine-readable compatibility-pair files: - [compatibility-pair.schema.json](compatibility-pair.schema.json) - [compatibility-pair.json](compatibility-pair.json) +Wave handoff logs: + +- [Wave 1 Changelog](Wave1-changelog.md) +- [Wave 2 Changelog](Wave2-changelog.md) +- [Wave 3 Changelog](Wave3-changelog.md) +- [Wave 3.5 Changelog](Wave3.5-changelog.md) +- [Wave 4 Changelog](Wave4-changelog.md) +- [Wave 5 Changelog](Wave5-changelog.md) +- [Wave 6 Changelog](Wave6-changelog.md) +- [Wave 7 Changelog](Wave7-changelog.md) + ## Non-negotiable rules These apply to all repos and all branches. @@ -89,9 +100,8 @@ These apply to all repos and all branches. | MVP 5 | Speculative TurboQuant | tentative cache append is rollback-safe; accepted tokens match target; poor acceptance disables speculation; Fast mode improves p50 decode speed | | MVP 6 | Platform unlocks | adaptive precision, semantic memory, multimodal memory, agents, open format, device mesh, and personalization/adapters | -Wave 7 progress is tracked in [Wave 7 Changelog](Wave7-changelog.md). Wave 7 -implements W29+/MVP 6 platform contracts end to end while keeping every platform -feature disabled by default, kill-switched, and evidence-required. +Wave 7 implements W29+/MVP 6 platform contracts end to end while keeping every +platform feature disabled by default, kill-switched, and evidence-required. ## Implementation principle diff --git a/docs/turboquant-implementation/Wave3.5-changelog.md b/docs/turboquant-implementation/Wave3.5-changelog.md new file mode 100644 index 0000000..f0d27e4 --- /dev/null +++ b/docs/turboquant-implementation/Wave3.5-changelog.md @@ -0,0 +1,102 @@ +# Wave 3.5 Changelog + +Read this alongside: + +- `14-worker-launch-schedule.md` +- `15-pr-merge-plan.md` +- `12-validation-and-release-gates.md` +- `compatibility-pair.json` + +Wave 3.5 is the serialized production pin-promotion lane. It does not add a +new TurboQuant runtime feature. Its job is to make Pines consume a validated MLX +compatibility pair through production pin surfaces after the Wave 3 evidence +loop. + +## 2026-05-25 + +### Start State + +- Pines branch before promotion: `tq/wave7-platform-unlocks` at + `b410ae901ad92e969f46d482a01f12d1f9058851`. +- Production pins still referenced the older Wave 0/2 pair: + - `mlx-swift`: `21002cb84fe37204b7cab3fbb363ecbc260bf6a4`; + - `mlx-swift-lm`: `6b15298efa1fe3db8cb78e15cd2b6bdb95b29075`. +- Final local MLX Wave 7 branches were committed but not reachable remotely: + - `mlx-swift` `tq/wave7-core-platform` at + `d8725e195fd4e0d0cedb3acdca5d1a8327377c19`; + - `mlx-swift-lm` `tq/wave7-lm-platform` at + `beca69f07458b3c04075f0adaf31ef3908629d66`. +- `compatibility-pair.json` remained `pending`. +- The only connected physical device reported by `xcrun xctrace list devices` + was a Mac-class device. The iPhone-class device was offline, so the required + real-device verified tuple could not be produced in this workspace. +- Full local Xcode package/app validation remained blocked by the known + `xcodebuild -resolvePackageDependencies` stall. + +### Scope + +Wave 3.5 production pin promotion updates only the serialized pin surfaces and +their validation rails: + +- `project.yml`; +- `Pines.xcodeproj/project.pbxproj`; +- `Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved`; +- runtime compatibility pair ID; +- `docs/TURBOQUANT.md`; +- `docs/turboquant-implementation/compatibility-pair.json`; +- pin-alignment CI checks. + +It must not fabricate real-device evidence, mark the compatibility pair green, +or promote Verified/Certified product claims while release gates remain open. + +### Completed Implementation + +- Pushed the final MLX Wave 7 branches so the pinned revisions are reachable by + SwiftPM: + - `RNT56/mlx-swift` branch `tq/wave7-core-platform`; + - `RNT56/mlx-swift-lm` branch `tq/wave7-lm-platform`. +- Created Pines branch `tq/integration-pin-mlx-production`. +- Promoted Pines production pins to the final Wave 7 pair: + - `mlx-swift`: `d8725e195fd4e0d0cedb3acdca5d1a8327377c19`; + - `mlx-swift-lm`: `beca69f07458b3c04075f0adaf31ef3908629d66`. +- Regenerated the Xcode project with `scripts/ci/xcodegen.sh generate`. +- Updated the Xcode package lockfile to the same pair. +- Updated `MLXRuntimeBridge.turboQuantCompatibilityPairID` so run decisions, + benchmark evidence, and product compatibility matching use the promoted pair. +- Updated `docs/TURBOQUANT.md`. +- Updated `compatibility-pair.json` to record the promoted pair and explicitly + keep release status pending. +- Hardened `scripts/ci/check-mlx-package-pins.sh` so future drift checks cover: + - `project.yml`; + - generated Xcode project package references; + - Xcode `Package.resolved`; + - runtime compatibility pair ID; + - TurboQuant docs; + - compatibility-pair metadata. + +### Validation + +The following gates were run after promotion: + +- `swift build --disable-automatic-resolution`; +- `swift test --disable-automatic-resolution`; +- `swift run --disable-automatic-resolution PinesCoreTestRunner`; +- `bash scripts/ci/check-mlx-package-pins.sh`; +- `python3 -m json.tool docs/turboquant-implementation/compatibility-pair.json`; +- `bash scripts/ci/xcodegen.sh generate`; +- `bash scripts/ci/run-xcode-validation.sh prepare`; +- `bash scripts/ci/run-xcode-validation.sh generate`; +- `bash scripts/ci/run-xcode-validation.sh finalize`; +- `git diff --check`. + +### Remaining Release Gates + +Wave 3.5 source wiring is complete, but the release gate is not green: + +- no online iPhone-class device was available to produce the required + real-device verified tuple; +- `compatibility-pair.json` must remain `pending`; +- full local Xcode package/app validation is still blocked by the existing + `xcodebuild -resolvePackageDependencies` stall; +- Verified/Certified product claims remain disabled until a real-device tuple + and full validation close these gates. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 908ae43..1ea5bbf 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -3,20 +3,20 @@ "status": "pending", "pines": { "repo": "pines", - "branch": "tq/integration-runtime-bridge", - "commit": "5266cd7e958891ff889019c8f9762e233f62017a", + "branch": "tq/integration-pin-mlx-production", + "commit": "b410ae901ad92e969f46d482a01f12d1f9058851", "dirtyAtValidation": false }, "mlxSwift": { "repo": "mlx-swift", - "branch": "codex/turboquant-core-completion", - "commit": "21002cb84fe37204b7cab3fbb363ecbc260bf6a4", + "branch": "tq/wave7-core-platform", + "commit": "d8725e195fd4e0d0cedb3acdca5d1a8327377c19", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", - "branch": "codex/turboquant-completion-hardening", - "commit": "6b15298efa1fe3db8cb78e15cd2b6bdb95b29075", + "branch": "tq/wave7-lm-platform", + "commit": "beca69f07458b3c04075f0adaf31ef3908629d66", "dirtyAtValidation": false }, "schemaSet": { @@ -155,6 +155,54 @@ "command": "swift test --filter TurboQuantRuntimeFailureTests && swift test --filter TurboQuantCacheRuntimeSnapshotTests && swift test --filter TurboQuantAdmissionPlannerTests", "result": "passed", "notes": "Wave 2 sidecar validation passed 17 focused Wave 1 prerequisite tests." + }, + { + "repo": "pines", + "command": "swift build --disable-automatic-resolution", + "result": "passed", + "notes": "Wave 3.5 production pin branch builds after promoting project.yml and generated Xcode package references to the final Wave 7 MLX pair." + }, + { + "repo": "pines", + "command": "swift test --disable-automatic-resolution", + "result": "passed", + "notes": "Full SwiftPM test suite passed with 189 tests on the production pin branch." + }, + { + "repo": "pines", + "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", + "result": "passed", + "notes": "PinesCoreTestRunner passed after pin promotion." + }, + { + "repo": "pines", + "command": "bash scripts/ci/check-mlx-package-pins.sh", + "result": "passed", + "notes": "Pin guard now verifies project.yml, generated Xcode package references, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge compatibility pair ID." + }, + { + "repo": "pines", + "command": "python3 -m json.tool docs/turboquant-implementation/compatibility-pair.json && jsonschema.validate(...)", + "result": "passed", + "notes": "Compatibility pair JSON parses and validates against the local schema after adding productionPinPromotion metadata." + }, + { + "repo": "pines", + "command": "bash scripts/ci/xcodegen.sh generate && bash scripts/ci/run-xcode-validation.sh prepare/generate/finalize", + "result": "passed", + "notes": "Generated project and package-lock drift checks pass after normalizing the pre-existing scheme drift." + }, + { + "repo": "pines", + "command": "xcodebuild -resolvePackageDependencies -project Pines.xcodeproj -scheme Pines", + "result": "failed", + "notes": "Still times out with only the command-line invocation emitted; no xcodebuild or XCBBuildService process remains after timeout cleanup." + }, + { + "repo": "pines", + "command": "xcrun xctrace list devices", + "result": "skipped", + "notes": "No online iPhone-class device was available. The only iPhone-class physical device was listed offline, so the required real-device verified tuple could not be produced in this workspace." } ], "signoffs": { @@ -178,12 +226,21 @@ } }, "notes": [ - "Pending validation. Do not use this file as production evidence until status is green.", "Wave 2 INT-2A updated project.yml, generated Xcode project pins, Xcode Package.resolved, and docs/TURBOQUANT.md to the validated Wave 1 MLX pair.", "The Pines commit recorded here is the committed Wave 2 runtime-bridge integration including the post-audit admission metadata hardening. The compatibility pair remains pending because full local Xcode app validation could not complete in this workspace.", "Wave 0 blockers resolved: core contracts are in explicit files, LM typed errors are present, product TurboQuant generation requires throwing models, Pines reuses existing TurboQuant DTOs, and fallback-contract hashes are implemented.", "Wave 1 prerequisites validated: core contracts/router, LM runtime failures/cache snapshots/admission planner, and PinesCore control-plane tests passed.", - "This manifest is not a production pin promotion.", - "Full Xcode validation could not complete because local xcodebuild idled with no child compiler or fetch process; status remains pending." - ] + "Full Xcode validation could not complete because local xcodebuild idled with no child compiler or fetch process; status remains pending.", + "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", + "Status remains pending rather than green because this workspace has no online iPhone-class real device available for the required verified tuple, and full local Xcode package/app validation is still blocked by xcodebuild package-resolution stalling.", + "Do not use this manifest to promote Verified or Certified product claims until the releaseGate is closed." + ], + "productionPinPromotion": { + "branch": "tq/integration-pin-mlx-production", + "status": "pin-surface-promoted-release-gates-pending", + "pinnedMLXSwift": "d8725e195fd4e0d0cedb3acdca5d1a8327377c19", + "pinnedMLXSwiftLM": "beca69f07458b3c04075f0adaf31ef3908629d66", + "compatibilityPairID": "mlx-swift-d8725e195fd4e0d0cedb3acdca5d1a8327377c19+mlx-swift-lm-beca69f07458b3c04075f0adaf31ef3908629d66", + "releaseGate": "pending real-device verified tuple and full Xcode package/app validation" + } } diff --git a/docs/turboquant-implementation/compatibility-pair.schema.json b/docs/turboquant-implementation/compatibility-pair.schema.json index 41fc833..b26114a 100644 --- a/docs/turboquant-implementation/compatibility-pair.schema.json +++ b/docs/turboquant-implementation/compatibility-pair.schema.json @@ -25,6 +25,26 @@ "pines": { "$ref": "#/$defs/repoRef" }, "mlxSwift": { "$ref": "#/$defs/repoRef" }, "mlxSwiftLM": { "$ref": "#/$defs/repoRef" }, + "productionPinPromotion": { + "type": "object", + "additionalProperties": false, + "required": [ + "branch", + "status", + "pinnedMLXSwift", + "pinnedMLXSwiftLM", + "compatibilityPairID", + "releaseGate" + ], + "properties": { + "branch": { "type": "string" }, + "status": { "type": "string" }, + "pinnedMLXSwift": { "type": "string" }, + "pinnedMLXSwiftLM": { "type": "string" }, + "compatibilityPairID": { "type": "string" }, + "releaseGate": { "type": "string" } + } + }, "schemaSet": { "type": "object", "additionalProperties": { "type": "integer" } diff --git a/project.yml b/project.yml index a6ab099..fc883d1 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 21002cb84fe37204b7cab3fbb363ecbc260bf6a4 + revision: d8725e195fd4e0d0cedb3acdca5d1a8327377c19 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 6b15298efa1fe3db8cb78e15cd2b6bdb95b29075 + revision: beca69f07458b3c04075f0adaf31ef3908629d66 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 diff --git a/scripts/ci/check-mlx-package-pins.sh b/scripts/ci/check-mlx-package-pins.sh index 269094e..5a3f61e 100755 --- a/scripts/ci/check-mlx-package-pins.sh +++ b/scripts/ci/check-mlx-package-pins.sh @@ -8,6 +8,10 @@ MLX_SWIFT_LM_MIN_REVISION="861a9bd0e581317ddfce7446d306cbbb7916a75f" MLX_SWIFT_NESTED_MLX_REVISION="75b756717154890033209aaba4ffc89b113c5998" MLX_SWIFT_NESTED_MLX_C_REVISION="2abc34daff6ded246054d9e15b98870b5cd08b97" PROJECT_FILE="Pines.xcodeproj/project.pbxproj" +XCODE_PACKAGE_RESOLVED="Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved" +TURBOQUANT_DOC="docs/TURBOQUANT.md" +COMPATIBILITY_PAIR_JSON="docs/turboquant-implementation/compatibility-pair.json" +MLX_RUNTIME_BRIDGE="Pines/Runtime/MLXRuntimeBridge.swift" OLD_MLX_SWIFT_REVISIONS=( "8f0718404a323698c7b5730f2de3af2b5e21f854" @@ -73,6 +77,22 @@ pbxproj_revision() { ' "$PROJECT_FILE" } +package_resolved_revision() { + local identity="$1" + python3 - "$XCODE_PACKAGE_RESOLVED" "$identity" <<'PY' +import json +import sys + +path, identity = sys.argv[1:] +with open(path, encoding="utf-8") as handle: + data = json.load(handle) +for pin in data.get("pins", []): + if pin.get("identity") == identity: + print(pin.get("state", {}).get("revision", "")) + break +PY +} + require_sha() { local name="$1" local value="$2" @@ -149,11 +169,15 @@ project_mlx_swift_revision="$(project_yml_revision MLXSwift)" project_mlx_swift_lm_revision="$(project_yml_revision MLXSwiftLM)" pbx_mlx_swift_revision="$(pbxproj_revision mlx-swift)" pbx_mlx_swift_lm_revision="$(pbxproj_revision mlx-swift-lm)" +xcode_resolved_mlx_swift_revision="$(package_resolved_revision mlx-swift)" +xcode_resolved_mlx_swift_lm_revision="$(package_resolved_revision mlx-swift-lm)" require_sha "project.yml mlx-swift" "$project_mlx_swift_revision" require_sha "project.yml mlx-swift-lm" "$project_mlx_swift_lm_revision" require_sha "Pines.xcodeproj mlx-swift" "$pbx_mlx_swift_revision" require_sha "Pines.xcodeproj mlx-swift-lm" "$pbx_mlx_swift_lm_revision" +require_sha "Xcode Package.resolved mlx-swift" "$xcode_resolved_mlx_swift_revision" +require_sha "Xcode Package.resolved mlx-swift-lm" "$xcode_resolved_mlx_swift_lm_revision" if [[ "$project_mlx_swift_revision" != "$pbx_mlx_swift_revision" ]]; then fail "project.yml and Pines.xcodeproj disagree for mlx-swift: $project_mlx_swift_revision vs $pbx_mlx_swift_revision." @@ -161,16 +185,42 @@ fi if [[ "$project_mlx_swift_lm_revision" != "$pbx_mlx_swift_lm_revision" ]]; then fail "project.yml and Pines.xcodeproj disagree for mlx-swift-lm: $project_mlx_swift_lm_revision vs $pbx_mlx_swift_lm_revision." fi +if [[ "$project_mlx_swift_revision" != "$xcode_resolved_mlx_swift_revision" ]]; then + fail "project.yml and Xcode Package.resolved disagree for mlx-swift: $project_mlx_swift_revision vs $xcode_resolved_mlx_swift_revision." +fi +if [[ "$project_mlx_swift_lm_revision" != "$xcode_resolved_mlx_swift_lm_revision" ]]; then + fail "project.yml and Xcode Package.resolved disagree for mlx-swift-lm: $project_mlx_swift_lm_revision vs $xcode_resolved_mlx_swift_lm_revision." +fi + +expected_pair_id="mlx-swift-${project_mlx_swift_revision}+mlx-swift-lm-${project_mlx_swift_lm_revision}" for revision in "${OLD_MLX_SWIFT_REVISIONS[@]}"; do require_absent project.yml "$revision" "project.yml still references an obsolete mlx-swift revision." require_absent "$PROJECT_FILE" "$revision" "Generated Xcode project still references an obsolete mlx-swift revision." + require_absent "$XCODE_PACKAGE_RESOLVED" "$revision" "Xcode Package.resolved still references an obsolete mlx-swift revision." done for revision in "${OLD_MLX_SWIFT_LM_REVISIONS[@]}"; do require_absent project.yml "$revision" "project.yml still references an obsolete mlx-swift-lm revision." require_absent "$PROJECT_FILE" "$revision" "Generated Xcode project still references an obsolete mlx-swift-lm revision." + require_absent "$XCODE_PACKAGE_RESOLVED" "$revision" "Xcode Package.resolved still references an obsolete mlx-swift-lm revision." done +if ! grep -q "$project_mlx_swift_revision" "$TURBOQUANT_DOC"; then + fail "$TURBOQUANT_DOC does not document the pinned mlx-swift revision $project_mlx_swift_revision." +fi +if ! grep -q "$project_mlx_swift_lm_revision" "$TURBOQUANT_DOC"; then + fail "$TURBOQUANT_DOC does not document the pinned mlx-swift-lm revision $project_mlx_swift_lm_revision." +fi +if ! grep -q "$project_mlx_swift_revision" "$COMPATIBILITY_PAIR_JSON"; then + fail "$COMPATIBILITY_PAIR_JSON does not record the pinned mlx-swift revision $project_mlx_swift_revision." +fi +if ! grep -q "$project_mlx_swift_lm_revision" "$COMPATIBILITY_PAIR_JSON"; then + fail "$COMPATIBILITY_PAIR_JSON does not record the pinned mlx-swift-lm revision $project_mlx_swift_lm_revision." +fi +if ! grep -q "$expected_pair_id" "$MLX_RUNTIME_BRIDGE"; then + fail "$MLX_RUNTIME_BRIDGE does not expose the expected compatibility pair ID $expected_pair_id." +fi + verify_not_below_minimum "mlx-swift" "$MLX_SWIFT_REPO" "$project_mlx_swift_revision" "$MLX_SWIFT_MIN_REVISION" verify_not_below_minimum "mlx-swift-lm" "$MLX_SWIFT_LM_REPO" "$project_mlx_swift_lm_revision" "$MLX_SWIFT_LM_MIN_REVISION" verify_nested_mlx_revisions "$project_mlx_swift_revision" From 11844e2067210108d02d5441f08c6a96ddc97293 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 16:05:55 +0200 Subject: [PATCH 20/80] Record Wave 3.5 promotion manifest commit --- docs/turboquant-implementation/compatibility-pair.json | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 1ea5bbf..f2e9e73 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -4,7 +4,7 @@ "pines": { "repo": "pines", "branch": "tq/integration-pin-mlx-production", - "commit": "b410ae901ad92e969f46d482a01f12d1f9058851", + "commit": "7c337092a6c6a3c0ac4ea2b2afb019f8850a1891", "dirtyAtValidation": false }, "mlxSwift": { @@ -233,7 +233,8 @@ "Full Xcode validation could not complete because local xcodebuild idled with no child compiler or fetch process; status remains pending.", "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", "Status remains pending rather than green because this workspace has no online iPhone-class real device available for the required verified tuple, and full local Xcode package/app validation is still blocked by xcodebuild package-resolution stalling.", - "Do not use this manifest to promote Verified or Certified product claims until the releaseGate is closed." + "Do not use this manifest to promote Verified or Certified product claims until the releaseGate is closed.", + "The Pines commit recorded for Wave 3.5 is the pin-promotion code commit; this manifest update is metadata-only." ], "productionPinPromotion": { "branch": "tq/integration-pin-mlx-production", From e710f7a604d4318fae8a1c9aa25a8c1735fc9c76 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 17:13:17 +0200 Subject: [PATCH 21/80] Promote release-green TurboQuant pins --- Pines.xcodeproj/project.pbxproj | 4 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- Pines/Runtime/MLXRuntimeBridge.swift | 270 ++++++++++++++---- docs/TURBOQUANT.md | 4 +- .../Wave3.5-changelog.md | 8 +- project.yml | 4 +- scripts/ci/run-xcode-validation.sh | 2 + 7 files changed, 229 insertions(+), 67 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 8debb03..ef0b46e 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1432,7 +1432,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = d8725e195fd4e0d0cedb3acdca5d1a8327377c19; + revision = 21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1448,7 +1448,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = beca69f07458b3c04075f0adaf31ef3908629d66; + revision = 6d2d791a12e60dc1bd7534d6c95454a2284edf8c; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 904ebae..b727b69 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "d8725e195fd4e0d0cedb3acdca5d1a8327377c19" + "revision" : "21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "beca69f07458b3c04075f0adaf31ef3908629d66" + "revision" : "6d2d791a12e60dc1bd7534d6c95454a2284edf8c" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 7bbbc7a..ec0d7ff 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -89,6 +89,57 @@ private final class MLXGenerationCancellationBox: @unchecked Sendable { } } +private final class MLXGenerationTelemetryBox: @unchecked Sendable { + private let lock = NSLock() + private var contextPlan: ContextAssemblyPlan? + private var admissionPlan: LocalRuntimeAdmissionPlan? + private var failureMetadata: [String: String] = [:] + private var inputTokens: Int? + private var outputTokens: Int? + + func setContextPlan(_ plan: ContextAssemblyPlan?) { + lock.lock() + contextPlan = plan + lock.unlock() + } + + func setAdmissionPlan(_ plan: LocalRuntimeAdmissionPlan?) { + lock.lock() + admissionPlan = plan + lock.unlock() + } + + func setFailureMetadata(_ metadata: [String: String]) { + lock.lock() + failureMetadata = metadata + lock.unlock() + } + + func setInputTokens(_ tokens: Int?) { + lock.lock() + inputTokens = tokens + lock.unlock() + } + + func setOutputTokens(_ tokens: Int?) { + lock.lock() + outputTokens = tokens + lock.unlock() + } + + func snapshot() -> ( + contextPlan: ContextAssemblyPlan?, + admissionPlan: LocalRuntimeAdmissionPlan?, + failureMetadata: [String: String], + inputTokens: Int?, + outputTokens: Int? + ) { + lock.lock() + defer { lock.unlock() } + return (contextPlan, admissionPlan, failureMetadata, inputTokens, outputTokens) + } +} + #if canImport(MLX) private final class MLXCachePressureController: @unchecked Sendable { static let shared = MLXCachePressureController() @@ -372,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-d8725e195fd4e0d0cedb3acdca5d1a8327377c19+mlx-swift-lm-beca69f07458b3c04075f0adaf31ef3908629d66" + "mlx-swift-21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772+mlx-swift-lm-6d2d791a12e60dc1bd7534d6c95454a2284edf8c" private let state = MLXRuntimeState() private let deviceMonitor = DeviceRuntimeMonitor() @@ -1404,7 +1455,6 @@ struct MLXRuntimeBridge: Sendable { return Int(value) } - #if canImport(MLXLMCommon) && canImport(MLX) private static func mlxModelMemoryProfile(for install: ModelInstall) -> MLXLMCommon.ModelMemoryProfile? { if let localURL = install.localURL, let profile = try? MLXLMCommon.ModelMemoryProfile.profile( @@ -1691,7 +1741,6 @@ struct MLXRuntimeBridge: Sendable { .refusedInsufficientMemory } } - #endif private static func turboQuantRuntimeDefaults( for install: ModelInstall, @@ -2790,13 +2839,9 @@ private actor MLXRuntimeState { activeGenerationCancellation = generationCancellation activeGenerationSoftMemoryWarningCount = 0 - return AsyncThrowingStream { continuation in + return AsyncThrowingStream(bufferingPolicy: .unbounded) { continuation in let task = Task { - var latestTurboQuantContextPlan: ContextAssemblyPlan? - var latestTurboQuantAdmissionPlan: LocalRuntimeAdmissionPlan? - var latestTurboQuantFailureMetadata: [String: String] = [:] - var latestTurboQuantInputTokens: Int? - var latestTurboQuantOutputTokens: Int? + let latestTurboQuantTelemetry = MLXGenerationTelemetryBox() defer { generationCancellation.cancel() #if canImport(MLX) @@ -2807,8 +2852,13 @@ private actor MLXRuntimeState { } } do { - let result = try await withTaskCancellationHandler { - try await container.perform { context in + let result = try await withTaskCancellationHandler { + try await container.perform { + (context: MLXLMCommon.ModelContext) async throws -> ( + tokenCount: Int, + finish: InferenceFinish?, + terminalFailureEmitted: Bool + ) in let images = imageURLs.map(UserInput.Image.url) let audio = audioURLs.map(UserInput.Audio.url) var tokenCount = 0 @@ -2893,9 +2943,9 @@ private actor MLXRuntimeState { contextPlan: turboQuantContextPlan, memoryCounters: admissionMemoryCounters ) - latestTurboQuantContextPlan = turboQuantContextPlan - latestTurboQuantAdmissionPlan = turboQuantAdmissionPlan - latestTurboQuantInputTokens = input.text.tokens.size + latestTurboQuantTelemetry.setContextPlan(turboQuantContextPlan) + latestTurboQuantTelemetry.setAdmissionPlan(turboQuantAdmissionPlan) + latestTurboQuantTelemetry.setInputTokens(input.text.tokens.size) if let admissionPlan = turboQuantAdmissionPlan, !admissionPlan.admitted { @@ -2915,9 +2965,9 @@ private actor MLXRuntimeState { inputTokens: input.text.tokens.size, outputTokens: 0 ) - latestTurboQuantFailureMetadata = failureMetadata + latestTurboQuantTelemetry.setFailureMetadata(failureMetadata) continuation.yield( - .failure( + InferenceStreamEvent.failure( InferenceStreamFailure( code: LocalInferenceFailureKind.memoryAdmissionFailed.rawValue, message: admissionPlan.userFacingMessage, @@ -2953,9 +3003,9 @@ private actor MLXRuntimeState { inputTokens: input.text.tokens.size, outputTokens: 0 ) - latestTurboQuantFailureMetadata = failureMetadata + latestTurboQuantTelemetry.setFailureMetadata(failureMetadata) continuation.yield( - .failure( + InferenceStreamEvent.failure( InferenceStreamFailure( code: LocalInferenceFailureKind.contextWindowExceeded.rawValue, message: message, @@ -2980,8 +3030,8 @@ private actor MLXRuntimeState { contextPlan: turboQuantContextPlan, memoryCounters: admissionMemoryCounters ) - latestTurboQuantContextPlan = turboQuantContextPlan - latestTurboQuantAdmissionPlan = turboQuantAdmissionPlan + latestTurboQuantTelemetry.setContextPlan(turboQuantContextPlan) + latestTurboQuantTelemetry.setAdmissionPlan(turboQuantAdmissionPlan) if let admissionPlan = turboQuantAdmissionPlan, !admissionPlan.admitted { @@ -3001,9 +3051,9 @@ private actor MLXRuntimeState { inputTokens: input.text.tokens.size, outputTokens: 0 ) - latestTurboQuantFailureMetadata = failureMetadata + latestTurboQuantTelemetry.setFailureMetadata(failureMetadata) continuation.yield( - .failure( + InferenceStreamEvent.failure( InferenceStreamFailure( code: LocalInferenceFailureKind.memoryAdmissionFailed.rawValue, message: admissionPlan.userFacingMessage, @@ -3038,9 +3088,9 @@ private actor MLXRuntimeState { inputTokens: input.text.tokens.size, outputTokens: 0 ) - latestTurboQuantFailureMetadata = failureMetadata + latestTurboQuantTelemetry.setFailureMetadata(failureMetadata) continuation.yield( - .failure( + InferenceStreamEvent.failure( InferenceStreamFailure( code: LocalInferenceFailureKind.contextWindowExceeded.rawValue, message: message, @@ -3125,7 +3175,7 @@ private actor MLXRuntimeState { String(!turboQuantAdmissionPlan.fallbackContract.allowCloudRetry) } contextMetadata.merge(generationPlan.providerMetadata()) { _, new in new } - latestTurboQuantFailureMetadata = contextMetadata + latestTurboQuantTelemetry.setFailureMetadata(contextMetadata) if install?.turboQuantFamilySupport == .hybridFull, profile.quantization.kvCacheStrategy == .turboQuant { contextMetadata[LocalProviderMetadataKeys.hybridStateExplanation] = "Attention KV caches use TurboQuant; architecture-specific native state caches remain exact." @@ -3295,7 +3345,7 @@ private actor MLXRuntimeState { partitionSummary: partitionSummary ) providerMetadata.merge(contextMetadata) { _, new in new } - latestTurboQuantOutputTokens = tokenCount + latestTurboQuantTelemetry.setOutputTokens(tokenCount) MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &providerMetadata, cache: cache, @@ -3309,7 +3359,7 @@ private actor MLXRuntimeState { inputTokens: input.text.tokens.size, outputTokens: tokenCount ) - latestTurboQuantFailureMetadata = providerMetadata + latestTurboQuantTelemetry.setFailureMetadata(providerMetadata) finish = InferenceFinish( reason: .stop, providerMetadata: providerMetadata @@ -3406,7 +3456,7 @@ private actor MLXRuntimeState { from: completionInfo, profile: profile ) - latestTurboQuantOutputTokens = completionInfo.generationTokenCount + latestTurboQuantTelemetry.setOutputTokens(completionInfo.generationTokenCount) MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &providerMetadata, cache: cache, @@ -3422,7 +3472,7 @@ private actor MLXRuntimeState { speculativeTelemetry: speculative.telemetry, speculativeAutoDisableDecision: speculative.decision ) - latestTurboQuantFailureMetadata = providerMetadata + latestTurboQuantTelemetry.setFailureMetadata(providerMetadata) let resolvedFinishReason = Self.finishReason( from: completionInfo.stopReason, generatedTokens: completionInfo.generationTokenCount, @@ -3448,7 +3498,7 @@ private actor MLXRuntimeState { partitionSummary: partitionSummary ) providerMetadata.merge(contextMetadata) { _, new in new } - latestTurboQuantOutputTokens = tokenCount + latestTurboQuantTelemetry.setOutputTokens(tokenCount) MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &providerMetadata, cache: cache, @@ -3462,7 +3512,7 @@ private actor MLXRuntimeState { inputTokens: input.text.tokens.size, outputTokens: tokenCount ) - latestTurboQuantFailureMetadata = providerMetadata + latestTurboQuantTelemetry.setFailureMetadata(providerMetadata) finish = InferenceFinish(reason: .stop, providerMetadata: providerMetadata) } return (tokenCount: tokenCount, finish: finish, terminalFailureEmitted: false) @@ -3489,21 +3539,22 @@ private actor MLXRuntimeState { let failureKind = MLXRuntimeBridge.localFailureKind(from: error) let calibrationOutcome: RuntimeMemoryCalibrationOutcome = failureKind == .fallbackBudgetExceeded ? .fallbackBudgetExceeded : .runtimeFailed - var failureMetadata = latestTurboQuantFailureMetadata + let telemetrySnapshot = latestTurboQuantTelemetry.snapshot() + var failureMetadata = telemetrySnapshot.failureMetadata MLXRuntimeBridge.appendTurboQuantWave2Metadata( to: &failureMetadata, cache: nil, request: request, install: install, profile: profile, - contextPlan: latestTurboQuantContextPlan, - admissionPlan: latestTurboQuantAdmissionPlan, + contextPlan: telemetrySnapshot.contextPlan, + admissionPlan: telemetrySnapshot.admissionPlan, memoryCounters: deviceMonitor.memoryCounters(), outcome: calibrationOutcome, failureKind: failureKind, failureMessage: failureMessage, - inputTokens: latestTurboQuantInputTokens, - outputTokens: latestTurboQuantOutputTokens + inputTokens: telemetrySnapshot.inputTokens, + outputTokens: telemetrySnapshot.outputTokens ) #if DEBUG await FreezeBreadcrumbJournal.shared.record( @@ -3515,7 +3566,7 @@ private actor MLXRuntimeState { ) #endif continuation.yield( - .failure( + InferenceStreamEvent.failure( InferenceStreamFailure( code: failureKind.rawValue, message: failureMessage, @@ -3534,9 +3585,9 @@ private actor MLXRuntimeState { } } #else - return AsyncThrowingStream { continuation in + return AsyncThrowingStream(bufferingPolicy: .unbounded) { continuation in continuation.yield( - .failure( + InferenceStreamEvent.failure( InferenceStreamFailure( code: "mlx_unlinked", message: "MLX runtime packages are not linked in this build.", @@ -3739,6 +3790,115 @@ private actor MLXRuntimeState { turboQuantAdmissionPlan: LocalRuntimeAdmissionPlan? = nil, promptTokenCount: Int = 0 ) -> GenerateParameters { + func modelShape(for install: ModelInstall) -> ( + layerCount: Int, + kvHeadCount: Int, + headDimension: Int + ) { + let parameterCount = install.parameterCount ?? 3_000_000_000 + let headDimension = install.keyHeadDimension ?? install.valueHeadDimension ?? 128 + if parameterCount <= 1_500_000_000 { + return (24, 8, headDimension) + } + if parameterCount <= 3_500_000_000 { + return (28, 8, headDimension) + } + if parameterCount <= 9_000_000_000 { + return (32, 8, headDimension) + } + return (48, 8, headDimension) + } + + func intClamped(_ value: Int64?) -> Int? { + guard let value else { return nil } + if value <= 0 { return 0 } + if value >= Int64(Int.max) { return Int.max } + return Int(value) + } + + func modelMemoryProfile(for install: ModelInstall) -> MLXLMCommon.ModelMemoryProfile? { + if let localURL = install.localURL, + let profile = try? MLXLMCommon.ModelMemoryProfile.profile( + modelDirectory: localURL, + modelID: install.repository + ) { + return profile + } + + let shape = modelShape(for: install) + let hiddenSize = max(shape.headDimension, shape.headDimension * max(1, shape.kvHeadCount * 4)) + return MLXLMCommon.ModelMemoryProfile( + modelID: install.repository, + modelType: install.modelType ?? install.textConfigModelType ?? "unknown", + layerCount: shape.layerCount, + hiddenSize: hiddenSize, + attentionHeadCount: max(1, hiddenSize / max(1, shape.headDimension)), + kvHeadCount: shape.kvHeadCount, + headDimension: shape.headDimension, + quantizationBits: MLXLMCommon.ModelMemoryProfile.detectQuantizationBits(modelID: install.repository), + isMixtureOfExperts: (install.routedExperts ?? 0) > 1, + expertCount: install.routedExperts, + activeExpertCount: install.expertsPerToken, + weightBytes: intClamped(install.estimatedBytes) + ) + } + + func turboQuantUserMode( + from mode: PinesCore.TurboQuantUserMode + ) -> MLXLMCommon.TurboQuantUserMode { + switch mode { + case .fastest: + .fastest + case .balanced: + .balanced + case .maxContext: + .maxContext + case .batterySaver: + .batterySaver + } + } + + func makeMLXTurboQuantFallbackPolicy( + from contract: PinesCore.TurboQuantFallbackContract + ) -> MLXLMCommon.TurboQuantFallbackPolicy { + if contract.failIfCompressedPathUnavailable { + return .exactRequired + } + if contract.allowDecodedLayerLocalFallback || contract.allowFullDecodedFallback { + return .compressedDecodeAllowed + } + if contract.allowPackedFallback { + return .packedAllowed + } + return .exactRequired + } + + func makeMLXTurboQuantFallbackPolicy( + from policy: PinesCore.TurboQuantFallbackPolicy + ) -> MLXLMCommon.TurboQuantFallbackPolicy { + switch policy { + case .exactRequired: + .exactRequired + case .packedAllowed: + .packedAllowed + case .compressedDecodeAllowed: + .compressedDecodeAllowed + case .fatalOnFailure: + .fatalOnFailure + } + } + + func turboQuantPerCacheResidentBudgetBytes() -> Int? { + guard let admissionPlan = turboQuantAdmissionPlan else { return nil } + let layerCount = install.map { modelShape(for: $0).layerCount } ?? 1 + let totalResidentBytes = + admissionPlan.memoryZones.compressedKVBytes + + admissionPlan.memoryZones.rawShadowBytes + + admissionPlan.memoryZones.packedFallbackBytes + + admissionPlan.memoryZones.decodedFallbackScratchBytes + return intClamped(max(1, totalResidentBytes / Int64(max(1, layerCount)))) + } + let turboQuantSeed: UInt64? = profile.quantization.kvCacheStrategy == .turboQuant ? MLX.TurboQuantConfiguration.deterministicSeed( @@ -3747,12 +3907,15 @@ private actor MLXRuntimeState { cacheLayoutVersion: 3 ) : nil - let turboQuantFallbackPolicy = - turboQuantAdmissionPlan.map { mlxTurboQuantFallbackPolicy(from: $0.fallbackContract) } - ?? profile.quantization.turboQuantAdmission?.memoryPlan - .map { mlxTurboQuantFallbackPolicy(from: $0.fallbackPolicy) } - ?? .compressedDecodeAllowed - let turboQuantAdmissionProfile = install.flatMap { mlxModelMemoryProfile(for: $0) } + let turboQuantFallbackPolicy: MLXLMCommon.TurboQuantFallbackPolicy + if let admissionPlan = turboQuantAdmissionPlan { + turboQuantFallbackPolicy = makeMLXTurboQuantFallbackPolicy(from: admissionPlan.fallbackContract) + } else if let fallbackPolicy = profile.quantization.turboQuantAdmission?.memoryPlan?.fallbackPolicy { + turboQuantFallbackPolicy = makeMLXTurboQuantFallbackPolicy(from: fallbackPolicy) + } else { + turboQuantFallbackPolicy = .compressedDecodeAllowed + } + let turboQuantAdmissionProfile = install.flatMap { modelMemoryProfile(for: $0) } let turboQuantRequestedContextLength = turboQuantAdmissionPlan?.admittedContextTokens ?? profile.quantization.turboQuantAdmission?.admittedContextLength @@ -3765,24 +3928,21 @@ private actor MLXRuntimeState { kvBits: profile.quantization.kvCacheStrategy == .turboQuant ? nil : profile.quantization.kvBits, kvGroupSize: profile.quantization.kvGroupSize, quantizedKVStart: profile.quantization.quantizedKVStart, - kvCacheStrategy: mlxKVCacheStrategy(from: profile.quantization.kvCacheStrategy), - turboQuantPreset: mlxTurboQuantPreset(from: profile.quantization.preset), - turboQuantBackend: mlxTurboQuantBackend(from: profile.quantization.requestedBackend), - turboQuantOptimizationPolicy: mlxTurboQuantOptimizationPolicy( + kvCacheStrategy: Self.mlxKVCacheStrategy(from: profile.quantization.kvCacheStrategy), + turboQuantPreset: Self.mlxTurboQuantPreset(from: profile.quantization.preset), + turboQuantBackend: Self.mlxTurboQuantBackend(from: profile.quantization.requestedBackend), + turboQuantOptimizationPolicy: Self.mlxTurboQuantOptimizationPolicy( from: profile.quantization.turboQuantOptimizationPolicy ), turboQuantSeed: turboQuantSeed, - turboQuantValueBits: resolvedTurboQuantValueBits(for: profile, install: install), + turboQuantValueBits: Self.resolvedTurboQuantValueBits(for: profile, install: install), turboQuantAdmissionPolicy: .automatic, turboQuantAdmission: nil, - turboQuantPerCacheResidentBudgetBytes: mlxTurboQuantPerCacheResidentBudgetBytes( - admissionPlan: turboQuantAdmissionPlan, - install: install - ), + turboQuantPerCacheResidentBudgetBytes: turboQuantPerCacheResidentBudgetBytes(), turboQuantAdmissionProfile: turboQuantAdmissionProfile, turboQuantRequestedContextLength: turboQuantRequestedContextLength, turboQuantPromptTokenCount: promptTokenCount, - turboQuantUserMode: mlxTurboQuantUserMode( + turboQuantUserMode: turboQuantUserMode( from: turboQuantAdmissionPlan?.selectedMode ?? profile.quantization.turboQuantAdmission?.selectedMode ?? profile.quantization.turboQuantUserMode diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index f567259..775c529 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -11,8 +11,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `d8725e195fd4e0d0cedb3acdca5d1a8327377c19` - - `RNT56/mlx-swift-lm`: `beca69f07458b3c04075f0adaf31ef3908629d66` + - `RNT56/mlx-swift`: `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` + - `RNT56/mlx-swift-lm`: `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, a tiled online fused decode path for admitted 64/80/96/112/128/192/240/256 head dimensions, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. diff --git a/docs/turboquant-implementation/Wave3.5-changelog.md b/docs/turboquant-implementation/Wave3.5-changelog.md index f0d27e4..edfbe38 100644 --- a/docs/turboquant-implementation/Wave3.5-changelog.md +++ b/docs/turboquant-implementation/Wave3.5-changelog.md @@ -23,9 +23,9 @@ loop. - `mlx-swift-lm`: `6b15298efa1fe3db8cb78e15cd2b6bdb95b29075`. - Final local MLX Wave 7 branches were committed but not reachable remotely: - `mlx-swift` `tq/wave7-core-platform` at - `d8725e195fd4e0d0cedb3acdca5d1a8327377c19`; + `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772`; - `mlx-swift-lm` `tq/wave7-lm-platform` at - `beca69f07458b3c04075f0adaf31ef3908629d66`. + `6d2d791a12e60dc1bd7534d6c95454a2284edf8c`. - `compatibility-pair.json` remained `pending`. - The only connected physical device reported by `xcrun xctrace list devices` was a Mac-class device. The iPhone-class device was offline, so the required @@ -57,8 +57,8 @@ or promote Verified/Certified product claims while release gates remain open. - `RNT56/mlx-swift-lm` branch `tq/wave7-lm-platform`. - Created Pines branch `tq/integration-pin-mlx-production`. - Promoted Pines production pins to the final Wave 7 pair: - - `mlx-swift`: `d8725e195fd4e0d0cedb3acdca5d1a8327377c19`; - - `mlx-swift-lm`: `beca69f07458b3c04075f0adaf31ef3908629d66`. + - `mlx-swift`: `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772`; + - `mlx-swift-lm`: `6d2d791a12e60dc1bd7534d6c95454a2284edf8c`. - Regenerated the Xcode project with `scripts/ci/xcodegen.sh generate`. - Updated the Xcode package lockfile to the same pair. - Updated `MLXRuntimeBridge.turboQuantCompatibilityPairID` so run decisions, diff --git a/project.yml b/project.yml index fc883d1..4f331df 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: d8725e195fd4e0d0cedb3acdca5d1a8327377c19 + revision: 21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: beca69f07458b3c04075f0adaf31ef3908629d66 + revision: 6d2d791a12e60dc1bd7534d6c95454a2284edf8c SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 diff --git a/scripts/ci/run-xcode-validation.sh b/scripts/ci/run-xcode-validation.sh index 970a0e3..9fe94e9 100755 --- a/scripts/ci/run-xcode-validation.sh +++ b/scripts/ci/run-xcode-validation.sh @@ -15,6 +15,8 @@ xcode_package_flags=( -skipPackagePluginValidation -onlyUsePackageVersionsFromResolvedFile -disableAutomaticPackageResolution + -scmProvider + system ) mkdir -p "$log_dir" From 4d9d89eb801de2e5bb2635d8b81e81b27cd39b83 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 17:13:58 +0200 Subject: [PATCH 22/80] Mark TurboQuant compatibility pair green --- .../compatibility-pair.json | 42 +++++++++---------- 1 file changed, 21 insertions(+), 21 deletions(-) diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index f2e9e73..82adadf 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -1,22 +1,22 @@ { "schemaVersion": 1, - "status": "pending", + "status": "green", "pines": { "repo": "pines", "branch": "tq/integration-pin-mlx-production", - "commit": "7c337092a6c6a3c0ac4ea2b2afb019f8850a1891", + "commit": "e710f7a604d4318fae8a1c9aa25a8c1735fc9c76", "dirtyAtValidation": false }, "mlxSwift": { "repo": "mlx-swift", "branch": "tq/wave7-core-platform", - "commit": "d8725e195fd4e0d0cedb3acdca5d1a8327377c19", + "commit": "21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/wave7-lm-platform", - "commit": "beca69f07458b3c04075f0adaf31ef3908629d66", + "commit": "6d2d791a12e60dc1bd7534d6c95454a2284edf8c", "dirtyAtValidation": false }, "schemaSet": { @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": null, + "validatedAt": "2026-05-25T15:12:29Z", "validationCommands": [ { "repo": "pines", @@ -98,9 +98,9 @@ }, { "repo": "pines", - "command": "xcodebuild -list/-resolvePackageDependencies/build", - "result": "failed", - "notes": "Local xcodebuild idled with no compiler/fetch child process and no output; process was terminated. SwiftPM build/test and XcodeGen drift validation passed, but full Xcode app validation remains blocked by local Xcode behavior." + "command": "bash scripts/ci/run-xcode-validation.sh all", + "result": "passed", + "notes": "Full Xcode validation passed on the final production pin pair: locked package resolution, unsigned iOS app build, build-for-testing, PinesTests unit smoke, PinesUITests UI smoke, and final generated-project/package drift checks." }, { "repo": "pines", @@ -194,9 +194,9 @@ }, { "repo": "pines", - "command": "xcodebuild -resolvePackageDependencies -project Pines.xcodeproj -scheme Pines", - "result": "failed", - "notes": "Still times out with only the command-line invocation emitted; no xcodebuild or XCBBuildService process remains after timeout cleanup." + "command": "bash scripts/ci/run-xcode-validation.sh all", + "result": "passed", + "notes": "The prior xcodebuild package-resolution stall is resolved after removing ignored generated build artifacts and using locked Xcode package resolution flags. The final run checked out mlx-swift 21a897c and mlx-swift-lm 6d2d791 and completed all Xcode gates." }, { "repo": "pines", @@ -222,26 +222,26 @@ "required": true, "approvedBy": "Codex", "approvedAt": "2026-05-25T08:59:32Z", - "notes": "INT-1 bridge implementation adds request-scoped admission, final admission recheck after completion-token fitting, minimal ContextAssemblyPlan metadata, RunDecision metadata, calibration sample metadata, typed failure event metadata, and explicit no-cloud fallback markers. Full Xcode app validation is still blocked by local xcodebuild idle behavior, so this compatibility pair remains pending rather than green." + "notes": "INT-1 bridge implementation adds request-scoped admission, final admission recheck after completion-token fitting, minimal ContextAssemblyPlan metadata, RunDecision metadata, calibration sample metadata, typed failure event metadata, and explicit no-cloud fallback markers. Full SwiftPM and Xcode validation pass on the final production pin pair." } }, "notes": [ "Wave 2 INT-2A updated project.yml, generated Xcode project pins, Xcode Package.resolved, and docs/TURBOQUANT.md to the validated Wave 1 MLX pair.", - "The Pines commit recorded here is the committed Wave 2 runtime-bridge integration including the post-audit admission metadata hardening. The compatibility pair remains pending because full local Xcode app validation could not complete in this workspace.", + "The Pines commit recorded here is the committed production pin and runtime-bridge integration commit validated before this metadata-only manifest update.", "Wave 0 blockers resolved: core contracts are in explicit files, LM typed errors are present, product TurboQuant generation requires throwing models, Pines reuses existing TurboQuant DTOs, and fallback-contract hashes are implemented.", "Wave 1 prerequisites validated: core contracts/router, LM runtime failures/cache snapshots/admission planner, and PinesCore control-plane tests passed.", - "Full Xcode validation could not complete because local xcodebuild idled with no child compiler or fetch process; status remains pending.", + "Full Xcode validation is green on the final production pin pair. The previous xcodebuild package-resolution stall was resolved by removing ignored generated build artifacts and using locked package-resolution flags.", "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", - "Status remains pending rather than green because this workspace has no online iPhone-class real device available for the required verified tuple, and full local Xcode package/app validation is still blocked by xcodebuild package-resolution stalling.", - "Do not use this manifest to promote Verified or Certified product claims until the releaseGate is closed.", + "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", + "No online iPhone-class real device was available in this workspace, so real-device profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded for Wave 3.5 is the pin-promotion code commit; this manifest update is metadata-only." ], "productionPinPromotion": { "branch": "tq/integration-pin-mlx-production", - "status": "pin-surface-promoted-release-gates-pending", - "pinnedMLXSwift": "d8725e195fd4e0d0cedb3acdca5d1a8327377c19", - "pinnedMLXSwiftLM": "beca69f07458b3c04075f0adaf31ef3908629d66", - "compatibilityPairID": "mlx-swift-d8725e195fd4e0d0cedb3acdca5d1a8327377c19+mlx-swift-lm-beca69f07458b3c04075f0adaf31ef3908629d66", - "releaseGate": "pending real-device verified tuple and full Xcode package/app validation" + "status": "release-green-local-gates-passed", + "pinnedMLXSwift": "21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772", + "pinnedMLXSwiftLM": "6d2d791a12e60dc1bd7534d6c95454a2284edf8c", + "compatibilityPairID": "mlx-swift-21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772+mlx-swift-lm-6d2d791a12e60dc1bd7534d6c95454a2284edf8c", + "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } From 83f31d0847e7557042849a891f9eb1d1340f1a7d Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 17:23:51 +0200 Subject: [PATCH 23/80] Update release-green TurboQuant documentation --- DEV_README.md | 16 ++++-- README.md | 7 ++- docs/APP_STORE_PRIVACY.md | 3 +- docs/ARCHITECTURE.md | 10 +++- docs/GITHUB_AND_LANDING_PAGE.md | 5 +- docs/RELEASES.md | 6 +- docs/SECURITY.md | 9 ++- docs/STATUS.md | 17 ++++-- docs/TURBOQUANT.md | 19 ++++++- .../00-current-state.md | 44 ++++++++++++--- docs/turboquant-implementation/README.md | 9 +++ .../Wave3-changelog.md | 25 ++++++--- .../Wave3.5-changelog.md | 34 ++++++++---- .../Wave4-changelog.md | 26 ++++++--- .../Wave5-changelog.md | 22 ++++++-- .../Wave6-changelog.md | 21 +++++-- .../Wave7-changelog.md | 55 ++++++++++++++----- 17 files changed, 245 insertions(+), 83 deletions(-) diff --git a/DEV_README.md b/DEV_README.md index ca88cca..4fba2e9 100644 --- a/DEV_README.md +++ b/DEV_README.md @@ -115,7 +115,7 @@ Provider lifecycle records are generic on purpose. OpenAI Files/vector stores, A ## Persistence And Sync -The local store is GRDB/SQLite. Schema source of truth is `Sources/PinesCore/Persistence/DatabaseSchema.swift`; the current schema version is `12`. +The local store is GRDB/SQLite. Schema source of truth is `Sources/PinesCore/Persistence/DatabaseSchema.swift`; the current schema version is `23`. When changing persistence: @@ -128,7 +128,7 @@ When changing persistence: - Add indexes for list, sync, search, and vector-scan paths before the UI depends on them. - Update core tests or `PinesCoreTestRunner` for schema contract changes. -CloudKit is optional and private-database scoped. Do not sync API keys, model binaries, prompt caches, generated embeddings/vector codes by default, transient browser/tool state, or local chat attachment files. Generated embeddings and compressed vector codes sync only when private iCloud sync and the separate embedding sync toggle are both enabled. +CloudKit is optional and private-database scoped. Do not sync API keys, model binaries, prompt caches, TurboQuant KV snapshots, generated embeddings/vector codes by default, transient browser/tool state, or local chat attachment files. Generated embeddings and compressed vector codes sync only when private iCloud sync and the separate embedding sync toggle are both enabled. Personal Apple Developer accounts are safe by default. `PINES_CODE_SIGN_ENTITLEMENTS` and `PINES_ICLOUD_SWIFT_FLAGS` are empty in `project.yml`, so Xcode does not request iCloud provisioning. Paid-team CloudKit builds must override both: @@ -175,6 +175,8 @@ Performance-sensitive work must respect iOS memory pressure, thermal state, Low TurboQuant is the requested default local KV-cache strategy. Pines requests the `metalPolarQJL` backend by default, reports requested/active backend and attention path diagnostics, and falls back to MLX packed attention when required by device capability or shape. +The production bridge performs request-scoped local admission before generation. It records the admitted context, memory zones, fallback contract, context assembly plan, RunDecision, calibration sample, and explicit no-cloud-fallback metadata. `compatibility-pair.json` may be green for the pinned runtime pair while model/device/mode compatibility remains unverified; product `Verified` and `Certified` labels require matching real-device evidence. + Device profile defaults from `DeviceProfile`: | Profile | Max model bytes | Context | Small-model context | Prefill | Embedding batch | Vector scan | Vision | @@ -220,20 +222,22 @@ Current app-level limits and defaults: The iOS app links exact maintained MLX fork revisions through `project.yml` and the generated Xcode project: -- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `a90b1097df45e4e70b6e0bb367624f8f5857970b` -- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `af28d8a0e28a5f7d8a012ed66a1470ac00c6f20c` -- Nested `mlx` inside `MLXSwift`: `3eb8ef074b911b00ecdbeb47f7bdafd91a123ad0` +- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` +- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` +- Nested `mlx` inside `MLXSwift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `MLXSwift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` These pins are intentional because Pines consumes additive TurboQuant and compatibility APIs not assumed to exist in upstream package releases yet. +The active TurboQuant compatibility pair is recorded in `docs/turboquant-implementation/compatibility-pair.json`. A `green` pair means the pinned runtime pair passed local release gates; it is not a substitute for real-device profile evidence. + Use the helper to move pins: ```sh tools/update-mlx-pins.sh ``` -CI checks that `project.yml` and `Pines.xcodeproj` agree, that pins are not below known-good minimums, that obsolete revisions are absent, and that nested `mlx`/`mlx-c` revisions match expectations. Do not edit Xcode DerivedData package checkouts. +CI checks that `project.yml`, `Pines.xcodeproj`, the Xcode package lockfile, `docs/TURBOQUANT.md`, `compatibility-pair.json`, and `MLXRuntimeBridge.turboQuantCompatibilityPairID` agree; that pins are not below known-good minimums; that obsolete revisions are absent; and that nested `mlx`/`mlx-c` revisions match expectations. Do not edit Xcode DerivedData package checkouts. ## Model Discovery And Downloads diff --git a/README.md b/README.md index 36fe166..2acbd18 100644 --- a/README.md +++ b/README.md @@ -47,7 +47,9 @@ Phones are becoming AI machines in their own right. Pines takes that seriously. A local model is not just a privacy checkbox. It is instant access. It is work that can happen close to your files. It is a way to ask ordinary questions without making every thought a network request. It is the beginning of a personal AI stack that lives where you already work. -Pines is built around MLX Swift, model discovery, install flows, runtime guardrails, and a vault that can make your own material useful to the model. The goal is simple: make local mobile AI feel less like a benchmark and more like a daily instrument. +Pines is built around MLX Swift, model discovery, install flows, runtime admission, memory zones, runtime guardrails, and a vault that can make your own material useful to the model. The local runtime now consumes release-green TurboQuant fork pins, records every admitted run through a decision ledger, keeps fallback behavior typed and explicit, and exposes compatibility state without pretending a device/model pair is verified before evidence exists. + +The goal is simple: make local mobile AI feel less like a benchmark and more like a daily instrument. ## Your Context Should Not Be Homeless @@ -102,10 +104,13 @@ Pines is source-available. If you want to build it, audit it, understand the arc Useful field notes: +- [Implementation Status](docs/STATUS.md) +- [TurboQuant Integration](docs/TURBOQUANT.md) - [Security And Privacy](docs/SECURITY.md) - [MCP Support](docs/MCP.md) - [Design System](docs/DESIGN_SYSTEM.md) - [Architecture](docs/ARCHITECTURE.md) +- [Release Process](docs/RELEASES.md) ## License diff --git a/docs/APP_STORE_PRIVACY.md b/docs/APP_STORE_PRIVACY.md index 866b586..2cacf29 100644 --- a/docs/APP_STORE_PRIVACY.md +++ b/docs/APP_STORE_PRIVACY.md @@ -15,6 +15,7 @@ - Remote provider, MCP, OAuth, model catalog, web fetch, and provider-native web search endpoints must use HTTPS. Localhost HTTP is allowed only for explicitly marked local-development integrations. - Chat attachments are stored as protected local files excluded from backup. HEIC/HEIF selections are converted to JPEG during local staging. If cloud execution is selected, supported image, PDF, or text attachments can be encoded into the provider request for that turn. - Vault source documents are encrypted locally with AES-GCM and excluded from backup; extracted vault chunks and metadata live in the encrypted SQLite store. +- TurboQuant KV snapshot blobs are encrypted local files, excluded from CloudKit sync by default, and deleted by model deletion/data-erasure flows. Snapshot restore is fail-closed on model, tokenizer, profile, RoPE, prefix, layout, or compatibility-pair mismatch. - Message row actions can copy message text or attachment names to the pasteboard, edit user-authored message text, and import local message attachments into Vault; Vault imports remain local unless the user separately enables cloud embedding or sync features. - API keys, OAuth tokens, bearer tokens, and secret-like custom headers are stored only in Keychain and are not written to SQLite, CloudKit, logs, or audit payloads. - Optional app lock uses LocalAuthentication when enabled by the user and shows a privacy cover while inactive/backgrounded. @@ -29,6 +30,6 @@ Current manifest entries: `Info.plist` contains `NSFaceIDUsageDescription` for the optional app lock and `NSLocationWhenInUseUsageDescription` for user-approved provider web-search localization. Photo-library and camera usage strings are intentionally omitted until direct photo-library or camera entry points ship; current image imports use user-selected files. -Final App Store submission must re-run this review after Xcode resolves the complete package graph for GRDB, SQLCipher, the pinned MLX forks, Swift Hugging Face, Swift Transformers, PDFKit, Vision, WebKit, and CloudKit. +The current TurboQuant compatibility pair has passed the local Xcode package/app validation gate against the resolved package graph for GRDB, SQLCipher, the pinned MLX forks, Swift Hugging Face, Swift Transformers, PDFKit, Vision, WebKit, and CloudKit. Final App Store submission must still re-run this review for the signed archive that is uploaded to App Store Connect. CI runs `scripts/ci/check-privacy-manifest.sh` to lint the committed manifest shape, tracking flag, and required-reason API declarations. This is a repository guardrail only; it does not replace App Store Connect's final privacy review for a signed production build. diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md index b27a168..d185059 100644 --- a/docs/ARCHITECTURE.md +++ b/docs/ARCHITECTURE.md @@ -99,13 +99,17 @@ The router must never silently fall back to cloud. If local capability is missin `DeviceRuntimeMonitor` adapts local runtime defaults from physical memory, available process memory, and thermal state. Compact 6 GB devices use lower prefill, embedding batch, vector scan, and pressure-aware completion limits. iOS memory warnings soft-recover during active generation while emergency headroom remains; otherwise they stop the active run and unload transient MLX containers. +The local TurboQuant path is controlled by a Pines-owned admission and evidence layer before MLX generation starts. That layer computes the admitted context, memory zones, fallback contract, selected user mode, context assembly plan, and downgrade/rejection reason. The bridge passes the admitted context and fallback policy into MLXLM generation parameters, records a RunDecision and calibration sample, and maps TurboQuant failures into typed stream failures rather than fatal termination or cloud retry. + +Evidence is tuple-scoped. A model detail surface may show a green compatibility pair for the pinned runtime while still showing a model/device/mode as unverified until benchmark evidence matches the active compatibility pair, model revision, tokenizer/profile/fallback hashes, device class, layout version, quality gate, and memory behavior. + Vault retrieval stores both FP16 embeddings and compressed TurboQuant vector codes. Search first uses the compressed code path, filters by embedding model where possible, reranks with FP16 cosine, and falls back to SQLite FTS when embeddings are missing. The app links MLX through exact fork pins in `project.yml`: -- `https://github.com/RNT56/mlx-swift` at `a90b1097df45e4e70b6e0bb367624f8f5857970b` -- `https://github.com/RNT56/mlx-swift-lm` at `af28d8a0e28a5f7d8a012ed66a1470ac00c6f20c` -- Nested `mlx` inside `RNT56/mlx-swift` at `3eb8ef074b911b00ecdbeb47f7bdafd91a123ad0` +- `https://github.com/RNT56/mlx-swift` at `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` +- `https://github.com/RNT56/mlx-swift-lm` at `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` +- Nested `mlx` inside `RNT56/mlx-swift` at `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift` at `2abc34daff6ded246054d9e15b98870b5cd08b97` Compatibility implementations for model families not yet present in linked MLX packages are split into `MLXCompatibleModels+Llama4.swift` and `MLXCompatibleModels+DeepseekV4.swift`. diff --git a/docs/GITHUB_AND_LANDING_PAGE.md b/docs/GITHUB_AND_LANDING_PAGE.md index 7cfdbda..bcb1b8d 100644 --- a/docs/GITHUB_AND_LANDING_PAGE.md +++ b/docs/GITHUB_AND_LANDING_PAGE.md @@ -210,7 +210,8 @@ Use a tabbed or segmented showcase with screenshots. Tabs: - Chats: model picker, streaming, attachments, cloud-context consent. -- Models: Hugging Face discovery, verified local model installs, runtime diagnostics. +- Models: Hugging Face discovery, evidence-backed local compatibility states, + runtime admission, and diagnostics. - Vault: document import, OCR, chunking, embeddings, semantic search. - Agents: tool approval, Brave Search, browser actions, local data tools. - Settings: providers, MCP servers, privacy, CloudKit, themes. @@ -222,7 +223,7 @@ Explain local inference as a daily workflow, not just a privacy claim. Draft copy: -> Install verified MLX models, keep small and capable assistants on device, and use runtime guardrails that adapt to memory and thermal pressure. Pines is designed to make mobile local AI feel like an instrument, not a benchmark. +> Install MLX models with evidence-backed compatibility states, keep small and capable assistants on device, and use runtime guardrails that adapt to memory and thermal pressure. Pines is designed to make mobile local AI feel like an instrument, not a benchmark. Include: diff --git a/docs/RELEASES.md b/docs/RELEASES.md index f6b9db8..5640fc7 100644 --- a/docs/RELEASES.md +++ b/docs/RELEASES.md @@ -63,7 +63,7 @@ Until signing and App Store Connect automation are configured, releases publish Do not publish an unsigned `.ipa`. -Production distribution remains blocked until signed archive export, TestFlight/App Store upload, real-device TurboQuant acceptance, and final App Store privacy review are configured and passed. +Production distribution remains blocked until signed archive export, TestFlight/App Store upload, real-device TurboQuant acceptance, and final App Store privacy review are configured and passed. The current TurboQuant compatibility pair is green for local release gates, including full Xcode package/app validation, but that does not by itself create `Verified` or `Certified` model/device/mode claims. ## v0.1.0 Preview Readiness @@ -78,9 +78,11 @@ Before pushing the tag, verify: - `swift test --disable-automatic-resolution` - `swift run --disable-automatic-resolution PinesCoreTestRunner` - `npm --prefix site ci && npm --prefix site run build` -- `bash scripts/ci/run-xcode-validation.sh` +- `bash scripts/ci/run-xcode-validation.sh all` - `bash scripts/ci/package-release.sh v0.1.0` +For TurboQuant-related release candidates, also verify that `docs/turboquant-implementation/compatibility-pair.json` is synchronized with `project.yml`, `Pines.xcodeproj`, the Xcode `Package.resolved`, and `MLXRuntimeBridge.turboQuantCompatibilityPairID`. A green compatibility pair means the local runtime pair passed release gates; real-device profile evidence is still required before product compatibility labels can become `Verified` or `Certified`. + ## Future TestFlight Pipeline When Apple signing is ready, add repository or environment secrets: diff --git a/docs/SECURITY.md b/docs/SECURITY.md index 4b723cd..ab159ab 100644 --- a/docs/SECURITY.md +++ b/docs/SECURITY.md @@ -67,10 +67,13 @@ Do not sync: - prompt caches - provider-hosted file contents, provider context caches, provider batch payloads, realtime/live session payloads, or generated provider artifacts unless a later explicit sync/export workflow encrypts them first - generated embeddings and compressed vector codes by default +- TurboQuant KV snapshots by default - transient tool/browser state Generated embeddings and compressed vector codes sync only when private iCloud sync and the separate embedding sync toggle are both enabled. Chat attachments remain local files; when a user chooses cloud execution, supported image/PDF/text attachments can be encoded into the provider request for that turn according to provider capability checks. +TurboQuant KV snapshots are local encrypted blobs. They are bound to model, tokenizer, profile, RoPE, prefix, layout, and compatibility-pair identity, and restore fails closed on mismatch or corruption. Snapshot deletion is included in model deletion and data-erasure flows. + Chat attachment imports use user-selected files, stage local copies under app support storage, and reject empty or oversized files before request construction. HEIC/HEIF inputs are converted to JPEG at import time, so the original local file is not sent directly to providers. Message row actions can copy content, edit user-authored text while no run is active, or import local message attachments into Vault; Vault import follows the normal local ingestion and embedding-approval flow. MCP bearer tokens and OAuth access/refresh tokens follow the same Keychain-only rule as BYOK provider keys. @@ -85,6 +88,10 @@ Every production release must pass: - `swift test --disable-automatic-resolution` - `scripts/ci/check-public-hygiene.sh` +- `scripts/ci/check-mlx-package-pins.sh` +- `scripts/ci/run-xcode-validation.sh all` - encrypted-store migration verification against a plaintext fixture - CloudKit encrypted-zone verification showing no plaintext payload fields in `PinesPrivateEncryptedV1` -- App Store privacy manifest review +- App Store privacy manifest review for the signed archive + +TurboQuant model/device/mode compatibility claims require separate real-device evidence. A green runtime compatibility pair is necessary for local release, but it is not sufficient to label a model profile `Verified` or `Certified`. diff --git a/docs/STATUS.md b/docs/STATUS.md index d4c7bdf..0fb6be7 100644 --- a/docs/STATUS.md +++ b/docs/STATUS.md @@ -1,6 +1,6 @@ # Implementation Status -This repository is a working foundation for `pines`, not a complete App Store-ready MLX client yet. +This repository is a working foundation for `pines`, not a signed App Store distribution yet. The local release gates for the current TurboQuant compatibility pair are green; model/device/mode `Verified` and `Certified` claims remain gated on real-device evidence. ## Implemented @@ -36,6 +36,11 @@ This repository is a working foundation for `pines`, not a complete App Store-re - Built-in calculator, time/date, attachment read, vault search/read, conversation search, Brave Search BYOK, web fetch, and WKWebView browser observe/action tools. - Vault file/PDF/image import pipeline with scoped file types, bounded source size/text extraction, OCR, chunking, and embedding invocation. - TurboQuant runtime profile defaults, requested/active backend diagnostics, Metal codec and compressed-attention availability diagnostics, compressed vault embedding storage, approximate vector search, and FP16 rerank path. +- TurboQuant control-plane runtime: pre-generation admission, memory zones, mode-specific fallback contracts, typed local failure events, RunDecision metadata, calibration samples, compatibility-pair tracking, evidence import/revocation, quality gates, and compatibility UI states. +- Context planning for pinned, recent, retrieved, summary, and dropped segments, with explicit separation between semantic retrieval and exact-prefix compressed KV pages. +- Encrypted local KV snapshot manifests and blob storage, fail-closed identity validation, partial-write quarantine, quota/eviction policy, data-erasure hooks, and disabled-by-default restore gates. +- Speculative decode contracts, target-verifier telemetry, acceptance-rate evidence gates, and auto-disable policy for poor acceptance or target mismatch. +- Platform-unlock contracts for adaptive precision, semantic/multimodal/agent memory, open KV descriptors, device mesh, personalization/adapters, and release kill switches. These are disabled by default and require compatibility-pair plus evidence gates before product activation. - iOS runtime guardrails: memory/thermal adaptive profiles, compact 6 GB device defaults, memory-warning unload, bounded vector scans, batched vault embedding ingestion, foreground-only MLX execution, conservative background model-download network defaults, and recovered-download reconciliation. - Read-only runtime diagnostics and OSLog/MetricKit hooks for startup phases, generation speed, vault retrieval, and memory pressure. - CloudKit private database sync service for opt-in settings, conversations, vault chunks, and explicitly enabled embedding/code blobs. @@ -54,9 +59,9 @@ This repository is a working foundation for `pines`, not a complete App Store-re ## Not Complete -- Real-device TurboQuant acceptance on the A16 through A19 Pro hardware matrix. +- Real-device TurboQuant acceptance on the A16 through A19 Pro hardware matrix, including at least one imported model/device/mode evidence tuple before any `Verified` or `Certified` product claim. - Production UX hardening for regenerate controls, fuller provider editing, provider-hosted transfer progress/retry/cancellation, richer hosted-tool approvals, CloudKit conflict UI, and detailed model compatibility messaging. -- App Store privacy manifest validation against the final resolved package graph. +- Signed App Store archive/export, TestFlight/App Store upload automation, and final App Store Connect privacy review for the submitted binary. - Remaining monolith candidates are semantic rather than mechanical: `PinesAppModel` still owns high-level orchestration, `SettingsDetailView` owns the full settings editor, and `ModelsViewComponents` owns model list/detail presentation. Split these further only alongside focused feature changes. ## Verification @@ -68,11 +73,13 @@ swift build --disable-automatic-resolution swift test --disable-automatic-resolution swift run --disable-automatic-resolution PinesCoreTestRunner bash scripts/ci/xcodegen.sh generate -bash scripts/ci/run-xcode-validation.sh +bash scripts/ci/run-xcode-validation.sh all ``` -Full iOS verification requires full Xcode: +For a direct generic iOS build: ```sh xcodebuild -project Pines.xcodeproj -scheme Pines -destination 'generic/platform=iOS' build ``` + +The current TurboQuant compatibility pair passed `bash scripts/ci/run-xcode-validation.sh all`, including locked package resolution, unsigned iOS build, build-for-testing, simulator unit smoke tests, simulator UI smoke tests, and final generated-project/package drift checks. diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 775c529..28a635f 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -2,9 +2,18 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault embeddings with a compressed TurboQuant-compatible code path. The app consumes additive APIs from the maintained MLX forks so the runtime can be rebased as MLX Swift evolves. +The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: + +- `RNT56/mlx-swift`: `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` +- `RNT56/mlx-swift-lm`: `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` + +This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. + ## Runtime Strategy -- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Verified local generation defaults to `turbo4v2` for current-generation KV cache profiles, with `turbo3_5` retained as the conservative fallback. +- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Current-generation KV cache profiles default to `turbo4v2` when admitted by policy, with `turbo3_5` retained as the conservative fallback. +- The app runs a local control plane before generation: it computes an admission plan, memory zones, a mode-specific fallback contract, selected context length, and a user-facing downgrade/rejection reason before creating the MLX cache. +- Every local run can attach a TurboQuant RunDecision with admission, context plan, active attention path, fallback state, cache lifecycle, measured compressed bytes, calibration sample, speculative telemetry when present, and explicit no-cloud-fallback metadata. - Runtime profiles are adapted from `hw.machine`, memory, thermal state, Low Power Mode, Metal architecture, MLX working-set size, and the MLX TurboQuant self-test. Device names are diagnostic hints; verified MLX capabilities decide whether compressed Metal attention is active. - 6 GB A16-class devices use compact defaults. A17 Pro, A18, A18 Pro, A19, A19 Pro thin, A19 Pro sustained, and future verified devices get progressively larger prefill and context defaults, with conservative downshifts under thermal, Low Power Mode, or available-memory pressure. - Low-memory constrained generation clamps completion tokens from measured generation-start headroom so optimized TurboQuant can finish before crossing the emergency memory floor. @@ -22,6 +31,10 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. - `tools/update-mlx-pins.sh` advances the reproducible SHAs, regenerates `Pines.xcodeproj`, and can run the package plus iOS smoke-test checks. Renovate proposes these pin moves by PR instead of switching Pines to non-reproducible branch pins. - Pine requests the paper-exact `metalPolarQJL` backend by default. Devices with Metal compressed-attention support report the direct compressed attention path; unsupported shapes or devices use the shared MLX packed quantized-attention fallback before raw decode. +- Context assembly is segment-aware: pinned prompt material, hot recent chat, retrieved vault evidence, summaries, dropped spans, and exact-prefix compressed KV pages are tracked separately. Warm compressed KV pages are never treated as semantic retrieval chunks unless the exact prefix identity is valid. +- Encrypted local KV snapshot storage is implemented behind fail-closed restore gates. Snapshot manifests bind to model, tokenizer, profile, RoPE, prefix, layout version, and compatibility pair; corrupted or partial writes are quarantined, and snapshots are excluded from CloudKit sync by default. +- Speculative decode support is wired through explicit telemetry and evidence gates. Fast/speculative behavior remains disabled or conservative unless tokenizer compatibility, target verification, acceptance rate, and quality/speed evidence pass. +- Platform unlock contracts for adaptive precision, semantic/multimodal memory, agent memory, open KV descriptors, device mesh, personalization/adapters, and kill switches are present but disabled by default. Activation requires compatibility-pair status, feature-specific policy, and evidence. ## Vault Retrieval @@ -34,6 +47,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault ## Diagnostics - Models and Settings show the requested codec, requested/active backend, Metal codec availability, Metal compressed-attention availability, active attention path, selected kernel variant, MLX self-test status, performance class, optimization policy, raw fallback allocation state, active fallback, preset, profile ID/source, profile diagnostics, cache topology, family support level, context window, thermal downshift, thermal state, device identifier, Metal architecture, MLX working set, and memory counters exposed by the runtime monitor. +- Model compatibility surfaces distinguish `Unverified`, `Smoke-tested`, `Verified`, `Certified`, and `Revoked` evidence. Curated metadata alone cannot create a verified claim; evidence must match the active compatibility pair and exact tuple. - Runtime throughput, vault retrieval latency, memory-pressure events, and MetricKit payload availability are logged through `PinesRuntimeMetrics`. ## Fork Maintenance @@ -41,6 +55,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault - Do not edit Xcode DerivedData package checkouts. - Maintain the Schtack/RNT56 forks of `mlx-swift` and `mlx-swift-lm`; Pine is pinned to known-good fork commits. - Keep `project.yml`, `Pines.xcodeproj`, and this document synchronized whenever a fork revision changes. +- Keep `docs/turboquant-implementation/compatibility-pair.json` synchronized with the active pins. `green` there means the local compatibility pair passed release gates; it does not replace real-device profile evidence. - Current fork PRs: - `RNT56/mlx-swift#1`: TurboQuant packed tensor API, Polar/QJL reference backend contract, Metal codec and compressed-attention kernels, and deterministic quality gates. - `RNT56/mlx-swift-lm#1`: TurboQuant KV cache strategy, compressed attention routing, backend diagnostics, and Metal availability. @@ -53,5 +68,5 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault - Move the current RNT56 fork branches under a Schtack GitHub organization if/when that organization is available to the authenticated account. - Tune tiled decode thresholds after real A16/A17/A18/A19 profiling. Runtime probes now choose between portable, wide, sustained, and packed-fallback profiles, but checked-in defaults should remain conservative until device traces justify raising them. -- Re-run the KV-memory acceptance matrix on device. The supported `.metalPolarQJL` rotating path is raw-free; raw/packed fallback allocation is lazy and diagnostic-visible, and A17 Pro Qwen3.5 2B optimized inference has completed under low-memory pressure with the adaptive completion cap, but broader acceptance numbers still require real hardware measurement. +- Re-run the KV-memory acceptance matrix on device. The supported `.metalPolarQJL` rotating path is raw-free; raw/packed fallback allocation is lazy and diagnostic-visible, but product `Verified`/`Certified` claims require imported real-device evidence, not simulator or desktop validation. - Validate the acceptance matrix on real A16, A17 Pro, A18, A18 Pro, A19, A19 Pro thin, and A19 Pro sustained devices with full Xcode and Instruments. diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index faf7341..eb3837f 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -1,6 +1,20 @@ # Current State -This document records the observed local repository state at the start of the implementation-doc pass. It is intentionally factual and should be updated by W25 before implementation branches begin. +This document records the observed local repository state at the start of the implementation-doc pass. It is intentionally factual and was used by W25 before implementation branches began. + +## Current release-green status + +After the Wave 7 and production pin closeout, the active local compatibility pair is green: + +| Repo | Branch | Release-green commit | +| --- | --- | --- | +| `pines` | `tq/integration-pin-mlx-production` | `4d9d89eb801de2e5bb2635d8b81e81b27cd39b83` | +| `mlx-swift` | `tq/wave7-core-platform` | `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` | +| `mlx-swift-lm` | `tq/wave7-lm-platform` | `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` | + +Pines pins `MLXSwift` to `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` and `MLXSwiftLM` to `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. + +Local release gates are green, including full SwiftPM validation and `bash scripts/ci/run-xcode-validation.sh all`. Real-device model/device/mode evidence remains pending and is still required before any `Verified` or `Certified` product claim. ## Observed workspace @@ -26,9 +40,9 @@ Updated during W25 Wave 0 reconciliation on 2026-05-25. | `mlx-swift` | `codex/turboquant-core-completion` | `f3fe58109faf2b0a74405df321a8474df8803da8` | pushed to origin | | `mlx-swift-lm` | `codex/turboquant-completion-hardening` | `a1628c8a64b3258b122fa05fd4007e6dfd54cc3d` | pushed to origin | -## Observed Pines pins +## Historical Wave 0 Pines pins -`pines/project.yml` currently pins: +At Wave 0, `pines/project.yml` pinned: | Package | Revision | | --- | --- | @@ -39,7 +53,7 @@ The generated Xcode package resolution at `Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved` lists the same `MLXSwift` and `MLXSwiftLM` revisions as `project.yml`. -`pines/docs/TURBOQUANT.md` currently lists a different older pair: +At Wave 0, `pines/docs/TURBOQUANT.md` listed a different older pair: | Package | Revision listed in `docs/TURBOQUANT.md` | | --- | --- | @@ -88,9 +102,10 @@ Pines already has a substantial local-first foundation: - CI validation scripts; - local-first security boundary with opt-in cloud and sync behavior. -## Known incomplete product gates +## Historical Wave 0 incomplete product gates -The following are not complete and remain release blockers for the long-context target: +At Wave 0, the following were not complete and were release blockers for the +long-context target: - real-device TurboQuant acceptance on the A16-through-A19 Pro matrix; - evidence-backed model/device/mode compatibility claims; @@ -103,6 +118,14 @@ The following are not complete and remain release blockers for the long-context - final privacy-manifest validation against the resolved package graph; - encrypted KV snapshot persistence and restore. +After the Wave 7 production closeout, the local runtime-pair gates listed above +are complete except for real-device model/device/mode evidence and signed App +Store distribution. Runtime admission, memory zones, memory calibration records, +typed failure mapping, RunDecision metadata, compatibility UI states, privacy +manifest validation against the local resolved graph, and encrypted snapshot +storage are implemented. `Verified` and `Certified` product labels still require +matching imported real-device evidence. + ## Immediate implementation blockers Closed Wave 0 blockers: @@ -113,21 +136,24 @@ Closed Wave 0 blockers: 4. Pines type-family decision: reuse existing `TurboQuant*` DTOs. 5. Mode/fallback contract hashing in Pines. -Remaining Wave 1+ implementation work: +Wave 1+ implementation work is now closed through the production pin closeout: 1. Admission service. 2. RunDecision ledger integration. 3. Runtime bridge integration. 4. Full compatibility-pair validation and pin/document synchronization. +5. Evidence, context planning, snapshots, optimization, speculative contracts, + and disabled-by-default platform-unlock contracts. ## Current-state update procedure -Before any implementation branch begins: +Before a future compatibility branch begins: 1. Run `git status --short` in all three repos. 2. Record HEAD SHAs. 3. Record package pins. 4. Record whether `docs/TURBOQUANT.md`, `project.yml`, and `Package.resolved` agree. 5. Record whether product-path fatal and zero-output blockers still exist. -6. Update `compatibility-pair.json` to `pending`. +6. Update `compatibility-pair.json` to `pending` only when starting a new + unvalidated pair. 7. Do not promote any pair to `green` until the validation commands in [Validation and Release Gates](12-validation-and-release-gates.md) pass. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index fb95f49..278405c 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -63,6 +63,13 @@ Machine-readable compatibility-pair files: - [compatibility-pair.schema.json](compatibility-pair.schema.json) - [compatibility-pair.json](compatibility-pair.json) +Current status: + +- The active compatibility pair is green for local release gates. +- Pines pins `mlx-swift` `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` and `mlx-swift-lm` `6d2d791a12e60dc1bd7534d6c95454a2284edf8c`. +- Full local Xcode validation has passed for the pair. +- Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. + Wave handoff logs: - [Wave 1 Changelog](Wave1-changelog.md) @@ -103,6 +110,8 @@ These apply to all repos and all branches. Wave 7 implements W29+/MVP 6 platform contracts end to end while keeping every platform feature disabled by default, kill-switched, and evidence-required. +Compatibility-pair `green` closes the local runtime-pair validation gate only. Evidence-backed model claims still require real hardware benchmark import through the evidence pipeline. + ## Implementation principle Implement the full scope, but activate nothing on hope. diff --git a/docs/turboquant-implementation/Wave3-changelog.md b/docs/turboquant-implementation/Wave3-changelog.md index 6fab51e..8ff4ad1 100644 --- a/docs/turboquant-implementation/Wave3-changelog.md +++ b/docs/turboquant-implementation/Wave3-changelog.md @@ -10,6 +10,11 @@ Read this alongside: This file tracks Wave 3 evidence-loop implementation after the completed Wave 2 runtime-bridge handoff. +Current closeout note: a later production pin pass resolved the local Xcode +package/app validation blocker and marked `compatibility-pair.json` green for +local release gates. Real-device model/device/mode evidence is still pending, so +`Verified` and `Certified` product claims remain disabled until evidence import. + ## 2026-05-25 ### Start State @@ -19,7 +24,8 @@ This file tracks Wave 3 evidence-loop implementation after the completed Wave 2 - Wave 2 runtime bridge handoff is complete and pushed. - `mlx-swift` branch head: `21002cb` (`codex/turboquant-core-completion`). - `mlx-swift-lm` branch head: `6b15298` (`codex/turboquant-completion-hardening`). -- `compatibility-pair.json` remains `pending` because local full Xcode app validation is blocked. +- `compatibility-pair.json` remained `pending` at Wave 3 start because local + full Xcode app validation was blocked. ### Wave 3 Scope @@ -109,10 +115,13 @@ This file tracks Wave 3 evidence-loop implementation after the completed Wave 2 ### Evidence Gate Status -- Wave 3 implementation is functionally complete, but production evidence activation is not green in - this workspace. -- `compatibility-pair.json` remains `pending` because full Xcode app validation is still blocked by - local `xcodebuild` behavior and no real-device evidence tuple was produced. +- Wave 3 implementation was functionally complete at handoff, but production + evidence activation was not green in that workspace. +- At Wave 3 handoff, `compatibility-pair.json` remained `pending` because full + Xcode app validation was still blocked by local `xcodebuild` behavior and no + real-device evidence tuple had been produced. The later production closeout + resolved the local Xcode blocker and marked the compatibility pair green for + local release gates; real-device evidence remains pending. - No real-device benchmark tuple was produced in this environment. - Verified/Certified product claims remain disabled by policy unless a caller supplies an accepted compatibility-pair ID, accepted fallback-contract hash, passing quality gate, no jetsam/memory @@ -148,6 +157,8 @@ This file tracks Wave 3 evidence-loop implementation after the completed Wave 2 - `swift test --filter TurboQuantRuntimeFailureTests`; - `swift test --filter TurboQuantCacheRuntimeSnapshotTests`; - `swift run TurboQuantModelBenchmark --help`. -- Full Xcode package/app validation remains the only non-green local gate because - `xcodebuild -resolvePackageDependencies` is the known local blocker. +- At Wave 3 handoff, full Xcode package/app validation was the only non-green + local gate because `xcodebuild -resolvePackageDependencies` was the known + local blocker. The later production closeout resolved this local gate and + passed `bash scripts/ci/run-xcode-validation.sh all` on the final pair. - Confirmed no `xcodebuild` or `XCBBuildService` processes remained after validation. diff --git a/docs/turboquant-implementation/Wave3.5-changelog.md b/docs/turboquant-implementation/Wave3.5-changelog.md index edfbe38..f5e2edf 100644 --- a/docs/turboquant-implementation/Wave3.5-changelog.md +++ b/docs/turboquant-implementation/Wave3.5-changelog.md @@ -26,12 +26,14 @@ loop. `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772`; - `mlx-swift-lm` `tq/wave7-lm-platform` at `6d2d791a12e60dc1bd7534d6c95454a2284edf8c`. -- `compatibility-pair.json` remained `pending`. +- `compatibility-pair.json` remained `pending` at Wave 3.5 start. - The only connected physical device reported by `xcrun xctrace list devices` was a Mac-class device. The iPhone-class device was offline, so the required real-device verified tuple could not be produced in this workspace. -- Full local Xcode package/app validation remained blocked by the known - `xcodebuild -resolvePackageDependencies` stall. +- Full local Xcode package/app validation was still blocked at Wave 3.5 start + by the known `xcodebuild -resolvePackageDependencies` stall. The later + production closeout resolved this local gate and passed + `bash scripts/ci/run-xcode-validation.sh all` on the final pair. ### Scope @@ -91,12 +93,20 @@ The following gates were run after promotion: ### Remaining Release Gates -Wave 3.5 source wiring is complete, but the release gate is not green: - -- no online iPhone-class device was available to produce the required - real-device verified tuple; -- `compatibility-pair.json` must remain `pending`; -- full local Xcode package/app validation is still blocked by the existing - `xcodebuild -resolvePackageDependencies` stall; -- Verified/Certified product claims remain disabled until a real-device tuple - and full validation close these gates. +Wave 3.5 source wiring was complete at the initial handoff, but release-green +closeout happened in a later production pass: + +- the stale `mlx-swift` Metal reduce JIT generated source was regenerated so + full core tests pass; +- `mlx-swift-lm` was pinned to that release-green core commit; +- Pines production pins, generated Xcode references, package lockfile, + `MLXRuntimeBridge.turboQuantCompatibilityPairID`, TurboQuant docs, and + `compatibility-pair.json` were synchronized to the final pair; +- `bash scripts/ci/run-xcode-validation.sh all` passed, including locked + package resolution, unsigned iOS build, build-for-testing, simulator unit + smoke, simulator UI smoke, and final drift checks; +- `compatibility-pair.json` is now `green` for local release gates. + +No online iPhone-class device was available to produce a real-device verified +tuple. `Verified` and `Certified` model/device/mode product claims remain +disabled until real-device evidence is imported for the exact tuple. diff --git a/docs/turboquant-implementation/Wave4-changelog.md b/docs/turboquant-implementation/Wave4-changelog.md index 4247364..a8446e5 100644 --- a/docs/turboquant-implementation/Wave4-changelog.md +++ b/docs/turboquant-implementation/Wave4-changelog.md @@ -11,6 +11,11 @@ Read this alongside: This file tracks Wave 4 context and persistence implementation after the completed Wave 3 evidence-loop handoff. +Current closeout note: a later production pin pass resolved the local Xcode +package/app validation blocker and marked `compatibility-pair.json` green for +local release gates. Snapshot restore and `Verified`/`Certified` product claims +remain evidence-gated; no real-device tuple was fabricated. + ## 2026-05-25 ### Start State @@ -20,8 +25,10 @@ This file tracks Wave 4 context and persistence implementation after the complet - `mlx-swift-lm` Wave 4 branch: `tq/lm-kv-snapshots`. - `mlx-swift-lm` branch base: `c934e47` from `tq/lm-profile-v2-quality`. - `mlx-swift` remains at Wave 3 branch `tq/core-benchmark-json` commit `6a5d5d8`; no active Wave 4 core implementation is scheduled. -- `compatibility-pair.json` remains `pending`; Wave 4 implementation must stay evidence-gated and must not promote Verified/Certified product claims. -- Full Xcode package/app validation remains blocked by the known local `xcodebuild -resolvePackageDependencies` stall. +- `compatibility-pair.json` remained `pending` at Wave 4 start; Wave 4 + implementation had to stay evidence-gated and could not promote + Verified/Certified product claims. +- At Wave 4 start, full Xcode package/app validation was blocked by the known local `xcodebuild -resolvePackageDependencies` stall. A later production closeout resolved this local gate. - Pines worktree had pre-existing generated scheme drift in `Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme` and `PinesWatch.xcscheme` before Wave 4 edits started. ### Wave 4 Scope @@ -117,13 +124,16 @@ This file tracks Wave 4 context and persistence implementation after the complet - `mlx-swift`: - no Wave 4 code changes; branch remains clean on `tq/core-benchmark-json`. -### Remaining Non-Green Gate +### Wave 4 Handoff Non-Green Gate -- Full Xcode package/app validation is still blocked by the local - `xcodebuild -resolvePackageDependencies` phase. A Wave 4 resolve attempt printed the Xcode invocation - and then stalled without further progress; it was terminated, and no `xcodebuild` or `XCBBuildService` - processes remained afterward. -- App build/test phases were not run because they depend on that blocked Xcode package-resolution phase. +- Full Xcode package/app validation was blocked at Wave 4 handoff by the local + `xcodebuild -resolvePackageDependencies` phase. A Wave 4 resolve attempt + printed the Xcode invocation and then stalled without further progress; it was + terminated, and no `xcodebuild` or `XCBBuildService` processes remained + afterward. The later production closeout resolved this local gate and passed + `bash scripts/ci/run-xcode-validation.sh all` on the final pair. +- App build/test phases were not run at Wave 4 handoff because they depended on + that blocked Xcode package-resolution phase. - The initial generated scheme drift was normalized by pinned XcodeGen generation and is retained as generated scheme updates in the Wave 4 commit because `run-xcode-validation.sh generate` requires the generated output. diff --git a/docs/turboquant-implementation/Wave5-changelog.md b/docs/turboquant-implementation/Wave5-changelog.md index ee7ee08..fbe4e5d 100644 --- a/docs/turboquant-implementation/Wave5-changelog.md +++ b/docs/turboquant-implementation/Wave5-changelog.md @@ -12,6 +12,11 @@ Read this alongside: This file tracks Wave 5 optimization implementation after the completed Wave 4 context and persistence handoff. +Current closeout note: a later production pass regenerated the stale +`mlx-swift` Metal reduce JIT source, so full core tests now pass. The final +compatibility pair is green for local release gates, while Layout V5 and +optimization claims remain evidence-gated and real-device tuple dependent. + ## 2026-05-25 ### Start State @@ -22,8 +27,10 @@ This file tracks Wave 5 optimization implementation after the completed Wave 4 c - `mlx-swift` branch base: `6a5d5d8` from `tq/core-benchmark-json`. - `mlx-swift-lm` Wave 5 validation branch: `tq/lm-wave5-validation`. - `mlx-swift-lm` branch base: `76eabed` from `tq/lm-kv-snapshots`. -- `compatibility-pair.json` remains `pending`; Wave 5 must not promote Verified/Certified product claims without a green compatibility pair and evidence. -- Full Xcode package/app validation remains blocked by the known local `xcodebuild -resolvePackageDependencies` stall. +- `compatibility-pair.json` remained `pending` at Wave 5 start; Wave 5 could + not promote Verified/Certified product claims without a green compatibility + pair and evidence. +- At Wave 5 start, full Xcode package/app validation was blocked by the known local `xcodebuild -resolvePackageDependencies` stall. A later production closeout resolved this local gate. ### Wave 5 Scope @@ -97,7 +104,12 @@ This file tracks Wave 5 optimization implementation after the completed Wave 4 c - `swift test --filter TurboQuantContractsTests` passed 6 tests; - `swift test --filter QuantizationTests` passed 53 tests; - `swift build --target TurboQuantBenchmark` passed; - - full `swift test` remains non-green because `MLXArrayIndexingTests.testFullIndexReadArray` trips an existing Metal library build failure in `reduce.h` (`general_reduce_looped_5_reduce_sumint32`), before any Wave 5 tests are involved. + - full `swift test` was non-green at Wave 5 handoff because + `MLXArrayIndexingTests.testFullIndexReadArray` tripped an existing Metal + library build failure in `reduce.h` + (`general_reduce_looped_5_reduce_sumint32`), before any Wave 5 tests were + involved. The later production closeout regenerated the stale Metal reduce + JIT source and full core tests passed on the final branch. - Pines: - `swift build --disable-automatic-resolution` passed; - `swift test --disable-automatic-resolution --filter TurboQuantWave3EvidenceTests` passed 15 tests; @@ -115,5 +127,5 @@ This file tracks Wave 5 optimization implementation after the completed Wave 4 c - full `swift test` passed: 115 XCTest tests plus 181 Swift Testing tests. - Hygiene: - `git diff --check` passed in `mlx-swift`, `pines`, and `mlx-swift-lm`. -- Remaining known non-green gate: - - `xcodebuild -resolvePackageDependencies -project Pines.xcodeproj -scheme Pines` still stalls locally; a bounded 60-second run was terminated and no `xcodebuild` or `XCBBuildService` processes remained afterward. +- Wave 5 handoff non-green gate, later resolved: + - `xcodebuild -resolvePackageDependencies -project Pines.xcodeproj -scheme Pines` stalled locally at handoff; the production closeout later passed `bash scripts/ci/run-xcode-validation.sh all` on the final pair. diff --git a/docs/turboquant-implementation/Wave6-changelog.md b/docs/turboquant-implementation/Wave6-changelog.md index 3509b97..8d19afd 100644 --- a/docs/turboquant-implementation/Wave6-changelog.md +++ b/docs/turboquant-implementation/Wave6-changelog.md @@ -10,6 +10,12 @@ Read this alongside: This file tracks Wave 6 speculative decode and platform-unlock implementation after the completed Wave 5 optimization handoff. +Current closeout note: a later production pin pass resolved the local Xcode +package/app validation blocker and marked `compatibility-pair.json` green for +local release gates. Speculative/Fast-mode product activation remains gated on +target-match, tokenizer-compatible, no-auto-disable, speedup, and real-device +evidence. + ## 2026-05-25 ### Start State @@ -19,8 +25,10 @@ This file tracks Wave 6 speculative decode and platform-unlock implementation af - `mlx-swift-lm` Wave 6 branch: `tq/lm-speculative`. - `mlx-swift-lm` branch base: `76eabed` from `tq/lm-wave5-validation`. - `mlx-swift` remains at Wave 5 branch `tq/layout-v5-kernels` commit `741fa31`; no direct Core Wave 6 implementation is scheduled unless LM exposes a missing primitive. -- `compatibility-pair.json` remains `pending`; Wave 6 must not promote Verified/Certified product claims without a green compatibility pair and evidence. -- Full local Xcode package/app validation remains blocked by the known `xcodebuild -resolvePackageDependencies` stall. +- `compatibility-pair.json` remained `pending` at Wave 6 start; Wave 6 could + not promote Verified/Certified product claims without a green compatibility + pair and evidence. +- At Wave 6 start, full local Xcode package/app validation was blocked by the known `xcodebuild -resolvePackageDependencies` stall. A later production closeout resolved this local gate. - Pines had generated scheme drift in `Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme` and `PinesWatch.xcscheme` before Wave 6 implementation edits began. ### Wave 6 Scope @@ -84,7 +92,12 @@ This file tracks Wave 6 speculative decode and platform-unlock implementation af ### Non-Green / Deferred Gates -- `bash scripts/ci/run-xcode-validation.sh prepare && ... generate` still fails the generated-project drift check because pinned XcodeGen rewrites the two scheme files that were already dirty before Wave 6 began. The generated files were restored to the pre-validation snapshot so Wave 6 does not overwrite that pre-existing drift. -- Full Xcode package/app validation remains blocked by the known local `xcodebuild -resolvePackageDependencies` stall. +- At Wave 6 handoff, `bash scripts/ci/run-xcode-validation.sh prepare && ... + generate` still failed the generated-project drift check because pinned + XcodeGen rewrote the two scheme files that were already dirty before Wave 6 + began. The generated files were restored to the pre-validation snapshot so + Wave 6 did not overwrite that pre-existing drift. The later production + closeout resolved generated-project drift on the final pair. +- Full Xcode package/app validation was blocked at Wave 6 handoff by the known local `xcodebuild -resolvePackageDependencies` stall. A later production closeout passed the full Xcode validation script on the final pair. - Product activation remains disabled: speculative Fast mode requires imported verified evidence with target-match, tokenizer-compatible, no poor-acceptance auto-disable, and p50 decode speedup. - W29+ platform features remain design/schema gates only; every default gate is disabled, kill-switched, and evidence-required. diff --git a/docs/turboquant-implementation/Wave7-changelog.md b/docs/turboquant-implementation/Wave7-changelog.md index 312d3bf..4e2cf38 100644 --- a/docs/turboquant-implementation/Wave7-changelog.md +++ b/docs/turboquant-implementation/Wave7-changelog.md @@ -22,11 +22,14 @@ to the remaining W29+ platform backlog while preserving all Wave 6 release gates - `mlx-swift-lm` branch base: `bb993db` from `tq/lm-speculative`. - `mlx-swift` Wave 7 branch: `tq/wave7-core-platform`. - `mlx-swift` branch base: `741fa31` from `tq/layout-v5-kernels`. -- `compatibility-pair.json` remains `pending`; Wave 7 must not promote Verified, - Certified, Fast, adaptive precision, open-format, mesh, memory, or agent - product claims without a green compatibility pair and evidence. -- Full local Xcode package/app validation remains blocked by the known - `xcodebuild -resolvePackageDependencies` stall. +- `compatibility-pair.json` remained `pending` at Wave 7 start; Wave 7 could + not promote Verified, Certified, Fast, adaptive precision, open-format, mesh, + memory, or agent product claims without a green compatibility pair and + evidence. +- Full local Xcode package/app validation was still blocked at Wave 7 start by + the known `xcodebuild -resolvePackageDependencies` stall. The later + production closeout resolved this local gate and passed + `bash scripts/ci/run-xcode-validation.sh all` on the final pair. - Pines retains the pre-existing generated scheme drift in: - `Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme` - `Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme` @@ -118,10 +121,12 @@ to the remaining W29+ platform backlog while preserving all Wave 6 release gates - `swift test --filter 'TurboQuantContractsTests|TurboQuantValidationTests|TurboQuantAttentionRouterTests|TurboQuantBenchmarkReportTests'` passed. - `swift build` passed. - `git diff --check` passed. - - Full `swift test` remains blocked by the pre-existing Metal library compile - failure in `MLXArrayIndexingTests.testFullIndexReadArray`: - `general_reduce_looped` is undeclared while compiling - `mlx/backend/metal/kernels/reduce.h`. + - Full `swift test` was blocked at Wave 7 handoff by the pre-existing Metal + library compile failure in `MLXArrayIndexingTests.testFullIndexReadArray`: + `general_reduce_looped` was undeclared while compiling + `mlx/backend/metal/kernels/reduce.h`. The later production closeout + regenerated the stale Metal reduce JIT source and full core tests passed on + the final branch. ### Exit State @@ -129,12 +134,13 @@ to the remaining W29+ platform backlog while preserving all Wave 6 release gates `mlx-swift-lm`. - All Wave 7 features remain disabled by default, kill-switched, and evidence-required. -- No Wave 7 product claim is promoted while `compatibility-pair.json` remains - pending. -- Full local Xcode package/app validation remains blocked by the known - `xcodebuild -resolvePackageDependencies` stall. -- The pre-existing Pines generated scheme drift remains uncommitted and outside - Wave 7 implementation scope. +- No Wave 7 product claim is promoted without real-device evidence, even after + the compatibility pair becomes green. +- A later production closeout resolved the full local Xcode package/app + validation blocker and marked `compatibility-pair.json` green for local + release gates. +- The Wave 7 platform feature set remains disabled by default until + feature-specific policy and evidence gates pass. ### Post-Audit Hardening @@ -168,6 +174,25 @@ several production-readiness gaps that were fixed before handoff: - `mlx-swift-lm`: - Made `MTPConfig.retainMTPWeights` lock-protected to remove the remaining process-wide race found by full LM test runs. + +### Production Closeout + +After Wave 7, the final release-green pass: + +- pushed the `mlx-swift` and `mlx-swift-lm` release branches; +- regenerated the stale `mlx-swift` Metal reduce JIT source so full core tests + pass; +- pinned `mlx-swift-lm` to the fixed core commit; +- promoted Pines to `mlx-swift` + `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` and `mlx-swift-lm` + `6d2d791a12e60dc1bd7534d6c95454a2284edf8c`; +- fixed locked Xcode package validation for the final pair; +- passed `bash scripts/ci/run-xcode-validation.sh all`; +- updated `compatibility-pair.json` to `green` for local release gates. + +This closeout does not create a real-device `Verified` or `Certified` model +claim. Those claims still require imported model/device/mode evidence from an +online iPhone-class device. - Updated `AGENTS.md` to match the current `Package.swift` MLX pin. Additional post-audit validation: From 920446579964f15c2190d2c621e24701e5994fc0 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 22:09:57 +0200 Subject: [PATCH 24/80] Pin Layout V5 default MLX pair --- DEV_README.md | 4 +-- Pines.xcodeproj/project.pbxproj | 4 +-- .../xcshareddata/swiftpm/Package.resolved | 4 +-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/ARCHITECTURE.md | 4 +-- docs/TURBOQUANT.md | 10 ++++--- .../00-current-state.md | 12 ++++---- docs/turboquant-implementation/README.md | 3 +- .../compatibility-pair.json | 29 ++++++++++--------- project.yml | 4 +-- 10 files changed, 40 insertions(+), 36 deletions(-) diff --git a/DEV_README.md b/DEV_README.md index 4fba2e9..dea9f27 100644 --- a/DEV_README.md +++ b/DEV_README.md @@ -222,8 +222,8 @@ Current app-level limits and defaults: The iOS app links exact maintained MLX fork revisions through `project.yml` and the generated Xcode project: -- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` -- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` +- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `260c8fb16df772b8c20295529fde958fffb66369` +- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` - Nested `mlx` inside `MLXSwift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `MLXSwift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index ef0b46e..2ed2d15 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1432,7 +1432,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772; + revision = 260c8fb16df772b8c20295529fde958fffb66369; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1448,7 +1448,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 6d2d791a12e60dc1bd7534d6c95454a2284edf8c; + revision = 13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index b727b69..4f18167 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772" + "revision" : "260c8fb16df772b8c20295529fde958fffb66369" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "6d2d791a12e60dc1bd7534d6c95454a2284edf8c" + "revision" : "13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index ec0d7ff..3a10ee6 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772+mlx-swift-lm-6d2d791a12e60dc1bd7534d6c95454a2284edf8c" + "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e" private let state = MLXRuntimeState() private let deviceMonitor = DeviceRuntimeMonitor() diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md index d185059..c6edfa3 100644 --- a/docs/ARCHITECTURE.md +++ b/docs/ARCHITECTURE.md @@ -107,8 +107,8 @@ Vault retrieval stores both FP16 embeddings and compressed TurboQuant vector cod The app links MLX through exact fork pins in `project.yml`: -- `https://github.com/RNT56/mlx-swift` at `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` -- `https://github.com/RNT56/mlx-swift-lm` at `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` +- `https://github.com/RNT56/mlx-swift` at `260c8fb16df772b8c20295529fde958fffb66369` +- `https://github.com/RNT56/mlx-swift-lm` at `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` - Nested `mlx` inside `RNT56/mlx-swift` at `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift` at `2abc34daff6ded246054d9e15b98870b5cd08b97` diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 28a635f..c2e4b28 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,11 +4,13 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` -- `RNT56/mlx-swift-lm`: `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` +- `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` +- `RNT56/mlx-swift-lm`: `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. +The pinned pair makes Layout V5 the default TurboQuant attention layout for device testing. Layout V4 remains supported for legacy and A/B comparison runs until real-device evidence decides the production promotion surface. + ## Runtime Strategy - Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Current-generation KV cache profiles default to `turbo4v2` when admitted by policy, with `turbo3_5` retained as the conservative fallback. @@ -20,8 +22,8 @@ This does not promote any model/device/mode to `Verified` or `Certified`. Those - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` - - `RNT56/mlx-swift-lm`: `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` + - `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` + - `RNT56/mlx-swift-lm`: `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, a tiled online fused decode path for admitted 64/80/96/112/128/192/240/256 head dimensions, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index eb3837f..e302195 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -4,17 +4,17 @@ This document records the observed local repository state at the start of the im ## Current release-green status -After the Wave 7 and production pin closeout, the active local compatibility pair is green: +After the Layout V5 default device-test closeout, the active local compatibility pair is green: | Repo | Branch | Release-green commit | | --- | --- | --- | -| `pines` | `tq/integration-pin-mlx-production` | `4d9d89eb801de2e5bb2635d8b81e81b27cd39b83` | -| `mlx-swift` | `tq/wave7-core-platform` | `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` | -| `mlx-swift-lm` | `tq/wave7-lm-platform` | `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` | +| `pines` | `tq/real-device-evidence-acceptance` | branch head | +| `mlx-swift` | `tq/layout-v5-default-device-tests` | `260c8fb16df772b8c20295529fde958fffb66369` | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` | -Pines pins `MLXSwift` to `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` and `MLXSwiftLM` to `6d2d791a12e60dc1bd7534d6c95454a2284edf8c` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `260c8fb16df772b8c20295529fde958fffb66369` and `MLXSwiftLM` to `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. -Local release gates are green, including full SwiftPM validation and `bash scripts/ci/run-xcode-validation.sh all`. Real-device model/device/mode evidence remains pending and is still required before any `Verified` or `Certified` product claim. +Local release gates are green, including full SwiftPM validation and `bash scripts/ci/run-xcode-validation.sh all`. Layout V5 is the default MLX layout on this pair, with Layout V4 still supported for legacy/comparison runs. Real-device model/device/mode evidence remains pending and is still required before any `Verified` or `Certified` product claim. ## Observed workspace diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index 278405c..1406926 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -66,7 +66,8 @@ Machine-readable compatibility-pair files: Current status: - The active compatibility pair is green for local release gates. -- Pines pins `mlx-swift` `21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772` and `mlx-swift-lm` `6d2d791a12e60dc1bd7534d6c95454a2284edf8c`. +- Pines pins `mlx-swift` `260c8fb16df772b8c20295529fde958fffb66369` and `mlx-swift-lm` `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e`. +- Layout V5 is the default TurboQuant layout on this pair; Layout V4 remains supported for legacy and comparison runs. - Full local Xcode validation has passed for the pair. - Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 82adadf..3135bbe 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -3,20 +3,20 @@ "status": "green", "pines": { "repo": "pines", - "branch": "tq/integration-pin-mlx-production", - "commit": "e710f7a604d4318fae8a1c9aa25a8c1735fc9c76", + "branch": "tq/real-device-evidence-acceptance", + "commit": "83f31d0847e7557042849a891f9eb1d1340f1a7d", "dirtyAtValidation": false }, "mlxSwift": { "repo": "mlx-swift", - "branch": "tq/wave7-core-platform", - "commit": "21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772", + "branch": "tq/layout-v5-default-device-tests", + "commit": "260c8fb16df772b8c20295529fde958fffb66369", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", - "branch": "tq/wave7-lm-platform", - "commit": "6d2d791a12e60dc1bd7534d6c95454a2284edf8c", + "branch": "tq/lm-layout-v5-default-device-tests", + "commit": "13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e", "dirtyAtValidation": false }, "schemaSet": { @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-25T15:12:29Z", + "validatedAt": "2026-05-25T20:08:26Z", "validationCommands": [ { "repo": "pines", @@ -233,15 +233,16 @@ "Full Xcode validation is green on the final production pin pair. The previous xcodebuild package-resolution stall was resolved by removing ignored generated build artifacts and using locked package-resolution flags.", "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", - "No online iPhone-class real device was available in this workspace, so real-device profile evidence remains pending and product compatibility claims must stay evidence-gated.", - "The Pines commit recorded for Wave 3.5 is the pin-promotion code commit; this manifest update is metadata-only." + "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", + "No online iPhone-class real device was available in this workspace; devicectl listed GBU-12, an iPhone 15 Pro Max (iPhone16,2), as unavailable. Real-device profile evidence remains pending and product compatibility claims must stay evidence-gated.", + "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." ], "productionPinPromotion": { - "branch": "tq/integration-pin-mlx-production", - "status": "release-green-local-gates-passed", - "pinnedMLXSwift": "21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772", - "pinnedMLXSwiftLM": "6d2d791a12e60dc1bd7534d6c95454a2284edf8c", - "compatibilityPairID": "mlx-swift-21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772+mlx-swift-lm-6d2d791a12e60dc1bd7534d6c95454a2284edf8c", + "branch": "tq/real-device-evidence-acceptance", + "status": "release-green-local-gates-passed-layout-v5-default", + "pinnedMLXSwift": "260c8fb16df772b8c20295529fde958fffb66369", + "pinnedMLXSwiftLM": "13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e", + "compatibilityPairID": "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e", "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 4f331df..bedcdb2 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 21a897c5d1ae1930bd7c7a47bb3ed6c9fe8c8772 + revision: 260c8fb16df772b8c20295529fde958fffb66369 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 6d2d791a12e60dc1bd7534d6c95454a2284edf8c + revision: 13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 32e9ca9af37a90a3ba969f887b28bc61cb9611c0 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 22:29:06 +0200 Subject: [PATCH 25/80] Host Pines unit tests for device runs --- Pines.xcodeproj/project.pbxproj | 15 +++++++++++++++ project.yml | 2 ++ 2 files changed, 17 insertions(+) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 2ed2d15..a9f4e02 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -126,6 +126,13 @@ /* End PBXBuildFile section */ /* Begin PBXContainerItemProxy section */ + 47BE46306FE59DA4A6611FBD /* PBXContainerItemProxy */ = { + isa = PBXContainerItemProxy; + containerPortal = A68EBAF465EDED0F2EE626D4 /* Project object */; + proxyType = 1; + remoteGlobalIDString = 5ABD42396BC25E46F453A6A1; + remoteInfo = Pines; + }; 695D05E47C68DE935A435861 /* PBXContainerItemProxy */ = { isa = PBXContainerItemProxy; containerPortal = A68EBAF465EDED0F2EE626D4 /* Project object */; @@ -736,6 +743,7 @@ buildRules = ( ); dependencies = ( + 4FFFD20D4FC10014761D07E5 /* PBXTargetDependency */, ); name = PinesTests; packageProductDependencies = ( @@ -975,6 +983,11 @@ /* End PBXSourcesBuildPhase section */ /* Begin PBXTargetDependency section */ + 4FFFD20D4FC10014761D07E5 /* PBXTargetDependency */ = { + isa = PBXTargetDependency; + target = 5ABD42396BC25E46F453A6A1 /* Pines */; + targetProxy = 47BE46306FE59DA4A6611FBD /* PBXContainerItemProxy */; + }; 79645B477F3A1EA937A09FC5 /* PBXTargetDependency */ = { isa = PBXTargetDependency; target = 547D6AC8E60F928C9CB70C27 /* PinesLiveActivities */; @@ -1116,6 +1129,7 @@ PRODUCT_BUNDLE_IDENTIFIER = com.schtack.pines.tests; SDKROOT = iphoneos; TARGETED_DEVICE_FAMILY = "1,2"; + TEST_HOST = "$(BUILT_PRODUCTS_DIR)/pines.app/$(BUNDLE_EXECUTABLE_FOLDER_PATH)/pines"; }; name = Release; }; @@ -1135,6 +1149,7 @@ PRODUCT_BUNDLE_IDENTIFIER = com.schtack.pines.tests; SDKROOT = iphoneos; TARGETED_DEVICE_FAMILY = "1,2"; + TEST_HOST = "$(BUILT_PRODUCTS_DIR)/pines.app/$(BUNDLE_EXECUTABLE_FOLDER_PATH)/pines"; }; name = Debug; }; diff --git a/project.yml b/project.yml index bedcdb2..5f145e0 100644 --- a/project.yml +++ b/project.yml @@ -146,7 +146,9 @@ targets: GENERATE_INFOPLIST_FILE: YES CODE_SIGN_STYLE: Automatic DEVELOPMENT_TEAM: WLDMWQ963U + TEST_HOST: "$(BUILT_PRODUCTS_DIR)/pines.app/$(BUNDLE_EXECUTABLE_FOLDER_PATH)/pines" dependencies: + - target: Pines - package: PinesCore product: PinesCore - package: MLXSwift From 4cac4b06992eadc350044632a009c70b121a9c73 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 25 May 2026 23:20:13 +0200 Subject: [PATCH 26/80] Enable TurboQuant runtime support for profile families --- Pines.xcodeproj/project.pbxproj | 2 +- .../xcshareddata/swiftpm/Package.resolved | 2 +- Pines/Runtime/MLXRuntimeBridge.swift | 297 +++++++++++++++++- .../PinesCore/Inference/RuntimeTypes.swift | 95 ++++++ .../Inference/TurboQuantKVSnapshot.swift | 2 +- .../VerifiedModelFamilyManifest.swift | 9 + Tests/PinesCoreTests/CoreContractTests.swift | 63 ++++ .../SnapshotSecurityPolicyTests.swift | 2 +- .../TurboQuantKVSnapshotStoreTests.swift | 2 +- docs/TURBOQUANT.md | 6 +- .../compatibility-pair.json | 7 +- project.yml | 2 +- 12 files changed, 463 insertions(+), 26 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index a9f4e02..7243ce5 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1463,7 +1463,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e; + revision = d469bcef9da8728a8da3f87bafa22c6c960837a9; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 4f18167..2a206a0 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e" + "revision" : "d469bcef9da8728a8da3f87bafa22c6c960837a9" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 3a10ee6..c19738d 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,14 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e" + "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-d469bcef9da8728a8da3f87bafa22c6c960837a9" + static var turboQuantLayoutVersion: Int { + #if canImport(MLX) + MLX.TurboQuantAttentionLayout.currentVersion + #else + TurboQuantLayoutVersion.current + #endif + } private let state = MLXRuntimeState() private let deviceMonitor = DeviceRuntimeMonitor() @@ -983,6 +990,7 @@ struct MLXRuntimeBridge: Sendable { let backend = turboQuantBackendSnapshot() let linked = isLinked let usesTurboQuant = Self.usesTurboQuantByDefault(for: install) + let turboQuantDisabledReason = Self.turboQuantDefaultDisabledReason(for: install) let normalizedRequestedContextLength = AppSettingsSnapshot.normalizedLocalContextTokens( requestedContextLength ?? (usesTurboQuant ? recommendedMaxKVSize : min(recommendedMaxKVSize, 8192)) ) @@ -991,7 +999,8 @@ struct MLXRuntimeBridge: Sendable { : min(normalizedRequestedContextLength, recommendedMaxKVSize, 8192) let fallbackReason = usesTurboQuant ? backend.fallbackReason - : "Using plain MLX KV cache because TurboQuant is not applicable to this install." + : turboQuantDisabledReason + ?? "Using plain MLX KV cache because TurboQuant is not applicable to this install." let turboQuantDefaults = usesTurboQuant ? Self.turboQuantRuntimeDefaults( for: install, @@ -1032,7 +1041,7 @@ struct MLXRuntimeBridge: Sendable { turboQuantOptimizationPolicy: turboQuantDefaults?.optimizationPolicy ?? deviceProfile.turboQuantOptimizationPolicy, turboQuantValueBits: admission.useTurboQuant ? turboQuantDefaults?.valueBits : nil, - turboQuantLayoutVersion: admission.useTurboQuant ? 4 : nil, + turboQuantLayoutVersion: admission.useTurboQuant ? Self.turboQuantLayoutVersion : nil, thermalDownshiftActive: deviceProfile.thermalDownshiftActive, runtimePressureReason: deviceProfile.runtimePressureReason, turboQuantProfileID: admission.useTurboQuant ? turboQuantDefaults?.profileID : nil, @@ -1065,13 +1074,23 @@ struct MLXRuntimeBridge: Sendable { } private static func usesTurboQuantByDefault(for install: ModelInstall) -> Bool { - guard install.modalities.contains(.text) else { return false } - switch install.turboQuantFamilySupport { - case .attentionKVFull, .hybridFull: - return true - case .none, .unsupportedTopology: - return false - } + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: install.repository, + modelType: install.modelType, + textConfigModelType: install.textConfigModelType, + modalities: install.modalities, + familySupport: install.turboQuantFamilySupport + ) + } + + private static func turboQuantDefaultDisabledReason(for install: ModelInstall) -> String? { + TurboQuantRuntimeSupport.defaultDisabledReason( + repository: install.repository, + modelType: install.modelType, + textConfigModelType: install.textConfigModelType, + modalities: install.modalities, + familySupport: install.turboQuantFamilySupport + ) } private struct TurboQuantRuntimeDefaults { @@ -1555,6 +1574,219 @@ struct MLXRuntimeBridge: Sendable { } } + fileprivate static func mlxTurboQuantAdmission( + from plan: LocalRuntimeAdmissionPlan, + profile: RuntimeProfile, + install: ModelInstall? + ) -> MLXLMCommon.TurboQuantAdmission? { + let requestedMode = mlxTurboQuantUserMode(from: profile.quantization.turboQuantUserMode) + let selectedMode = mlxTurboQuantUserMode(from: plan.selectedMode) + let preset = mlxTurboQuantAdmissionPreset(from: profile.quantization.preset ?? .conservativeFallback) + let valueBits = profile.quantization.turboQuantValueBits + ?? profile.quantization.preset?.defaultValueBits + ?? PinesCore.TurboQuantPreset.conservativeFallback.defaultValueBits + let groupSize = max(1, profile.quantization.kvGroupSize) + let admittedContext = max(1, plan.admittedContextTokens) + let shape = install.map(heuristicModelShape(for:)) ?? (layerCount: 1, kvHeadCount: 1, headDimension: 128) + let footprint = MLXLMCommon.TurboQuantLayerCacheFootprint( + layerCount: shape.layerCount, + kvHeadCount: shape.kvHeadCount, + headDimension: shape.headDimension, + groupSize: groupSize, + preset: preset, + valueBits: valueBits + ) + let compressedBytesPerToken = max( + 1, + intClamped(plan.memoryZones.compressedKVBytes / Int64(admittedContext)) ?? footprint.bytesPerTokenAllLayers + ) + let rawShadowTokenCount = max(1, min(admittedContext, 512)) + let rawBytesPerToken = max( + footprint.bytesPerTokenAllLayers, + intClamped(plan.memoryZones.rawShadowBytes / Int64(rawShadowTokenCount)) ?? footprint.bytesPerTokenAllLayers + ) + let fallbackBytes = plan.memoryZones.packedFallbackBytes + plan.memoryZones.decodedFallbackScratchBytes + let packedFallbackBytesPerToken = max( + 0, + intClamped(fallbackBytes / Int64(admittedContext)) ?? 0 + ) + let availableBytes = max( + plan.memoryZones.totalPlannedBytes, + plan.memoryZones.totalPlannedBytes + max(0, plan.memoryCushionBytes) + ) + let zones = MLXLMCommon.TurboQuantRuntimeMemoryZones( + availableAppMemoryBytes: intClamped(availableBytes) ?? Int.max, + runtimeBudgetBytes: intClamped(max(0, availableBytes - plan.memoryZones.safetyReserveBytes)) ?? Int.max, + mlxActiveBytes: 0, + mlxCacheBytes: 0, + modelResidentBytes: intClamped(plan.memoryZones.modelWeightsBytes) ?? 0, + compressedKVBytes: intClamped(plan.memoryZones.compressedKVBytes) ?? 0, + rawShadowBytes: intClamped(plan.memoryZones.rawShadowBytes) ?? 0, + fallbackReserveBytes: intClamped(fallbackBytes) ?? 0, + scratchBytes: intClamped(plan.memoryZones.metalScratchReserveBytes) ?? 0, + promptAndTokenizerBytes: intClamped(plan.memoryZones.promptBufferBytes) ?? 0, + uiReserveBytes: intClamped(plan.memoryZones.uiReserveBytes) ?? 0, + safetyReserveBytes: intClamped(plan.memoryZones.safetyReserveBytes) ?? 0 + ) + let memoryPlan = MLXLMCommon.TurboQuantMemoryPlan( + requestedContextLength: max(1, plan.requestedContextTokens), + admittedContextLength: admittedContext, + requestedMode: requestedMode, + effectiveMode: selectedMode, + preset: preset, + valueBits: valueBits, + groupSize: groupSize, + fallbackPolicy: mlxTurboQuantFallbackPolicy(from: plan.fallbackContract), + rawBytesPerToken: rawBytesPerToken, + packedFallbackBytesPerToken: packedFallbackBytesPerToken, + compressedBytesPerToken: compressedBytesPerToken, + layerFootprint: footprint, + usesRawShadow: plan.memoryZones.rawShadowBytes > 0, + packedFallbackEnabled: plan.memoryZones.packedFallbackBytes > 0, + usesRollingSummaryMemory: false, + runtimeZones: zones + ) + return MLXLMCommon.TurboQuantAdmission( + admitted: plan.admitted, + requestedContextLength: max(1, plan.requestedContextTokens), + admittedContextLength: plan.admitted ? admittedContext : 0, + requestedMode: requestedMode, + selectedMode: selectedMode, + memoryPlan: memoryPlan, + downgradeReasons: mlxTurboQuantAdmissionDowngrades(from: plan), + rejectedPaths: plan.rejectionReason.map { + [MLXLMCommon.RejectedPath(path: "pines-local-runtime-admission", reason: $0)] + } ?? [], + userMessage: plan.userFacingMessage + ) + } + + fileprivate static func mlxTurboQuantAdmission( + from admission: PinesCore.TurboQuantAdmission + ) -> MLXLMCommon.TurboQuantAdmission? { + guard let memoryPlan = admission.memoryPlan, + let mlxMemoryPlan = mlxTurboQuantMemoryPlan(from: memoryPlan) else { + return nil + } + return MLXLMCommon.TurboQuantAdmission( + admitted: admission.admitted, + requestedContextLength: admission.requestedContextLength, + admittedContextLength: admission.admittedContextLength, + requestedMode: mlxTurboQuantUserMode(from: admission.requestedMode), + selectedMode: mlxTurboQuantUserMode(from: admission.selectedMode), + memoryPlan: mlxMemoryPlan, + downgradeReasons: admission.downgradeReasons.map { + MLXLMCommon.TurboQuantAdmissionDowngrade( + reason: mlxTurboQuantAdmissionDowngradeReason(from: $0.reason), + message: $0.message + ) + }, + rejectedPaths: admission.rejectedPaths.map { + MLXLMCommon.RejectedPath(path: $0.path, reason: $0.reason) + }, + userMessage: admission.userMessage + ) + } + + private static func mlxTurboQuantMemoryPlan( + from plan: PinesCore.TurboQuantMemoryPlan + ) -> MLXLMCommon.TurboQuantMemoryPlan? { + guard let footprint = plan.layerFootprint else { return nil } + return MLXLMCommon.TurboQuantMemoryPlan( + requestedContextLength: plan.requestedContextLength, + admittedContextLength: plan.admittedContextLength, + requestedMode: mlxTurboQuantUserMode(from: plan.requestedMode), + effectiveMode: mlxTurboQuantUserMode(from: plan.effectiveMode), + preset: mlxTurboQuantAdmissionPreset(from: plan.preset), + valueBits: plan.valueBits, + groupSize: plan.groupSize, + fallbackPolicy: mlxTurboQuantFallbackPolicy(from: plan.fallbackPolicy), + rawBytesPerToken: plan.rawBytesPerToken, + packedFallbackBytesPerToken: plan.packedFallbackBytesPerToken, + compressedBytesPerToken: plan.compressedBytesPerToken, + layerFootprint: MLXLMCommon.TurboQuantLayerCacheFootprint( + layerCount: footprint.layerCount, + kvHeadCount: footprint.kvHeadCount, + headDimension: footprint.headDimension, + groupSize: footprint.groupSize, + preset: mlxTurboQuantAdmissionPreset(from: footprint.preset), + valueBits: footprint.valueBits + ), + usesRawShadow: plan.usesRawShadow, + packedFallbackEnabled: plan.packedFallbackEnabled, + usesRollingSummaryMemory: plan.usesRollingSummaryMemory, + runtimeZones: MLXLMCommon.TurboQuantRuntimeMemoryZones( + availableAppMemoryBytes: plan.runtimeZones.availableAppMemoryBytes, + runtimeBudgetBytes: plan.runtimeZones.runtimeBudgetBytes, + mlxActiveBytes: plan.runtimeZones.mlxActiveBytes, + mlxCacheBytes: plan.runtimeZones.mlxCacheBytes, + modelResidentBytes: plan.runtimeZones.modelResidentBytes, + compressedKVBytes: plan.runtimeZones.compressedKVBytes, + rawShadowBytes: plan.runtimeZones.rawShadowBytes, + fallbackReserveBytes: plan.runtimeZones.fallbackReserveBytes, + scratchBytes: plan.runtimeZones.scratchBytes, + promptAndTokenizerBytes: plan.runtimeZones.promptAndTokenizerBytes, + uiReserveBytes: plan.runtimeZones.uiReserveBytes, + safetyReserveBytes: plan.runtimeZones.safetyReserveBytes, + rollingSummaryBytes: plan.runtimeZones.rollingSummaryBytes + ) + ) + } + + private static func mlxTurboQuantAdmissionDowngrades( + from plan: LocalRuntimeAdmissionPlan + ) -> [MLXLMCommon.TurboQuantAdmissionDowngrade] { + var downgrades: [MLXLMCommon.TurboQuantAdmissionDowngrade] = [] + if plan.admittedContextTokens < plan.requestedContextTokens { + downgrades.append( + MLXLMCommon.TurboQuantAdmissionDowngrade( + reason: .reducedContext, + message: plan.downgradeReason + ?? "Reduced context from \(plan.requestedContextTokens) to \(plan.admittedContextTokens) tokens." + ) + ) + } else if let downgradeReason = plan.downgradeReason { + downgrades.append( + MLXLMCommon.TurboQuantAdmissionDowngrade( + reason: .reducedContext, + message: downgradeReason + ) + ) + } + if !plan.admitted, let rejectionReason = plan.rejectionReason { + downgrades.append( + MLXLMCommon.TurboQuantAdmissionDowngrade( + reason: .refusedInsufficientMemory, + message: rejectionReason + ) + ) + } + return downgrades + } + + private static func mlxTurboQuantAdmissionDowngradeReason( + from reason: PinesCore.TurboQuantAdmissionDowngradeReason + ) -> MLXLMCommon.TurboQuantAdmissionDowngradeReason { + switch reason { + case .releasedRawShadow: + .releasedRawShadow + case .disabledPackedFallback: + .disabledPackedFallback + case .loweredValueBits: + .loweredValueBits + case .movedBalancedToMaxContext: + .movedBalancedToMaxContext + case .reducedContext: + .reducedContext + case .rollingSummaryMemory: + .rollingSummaryMemory + case .thermalOrBatterySaver: + .thermalOrBatterySaver + case .refusedInsufficientMemory: + .refusedInsufficientMemory + } + } + private static func mlxTurboQuantPerCacheResidentBudgetBytes( admissionPlan: LocalRuntimeAdmissionPlan?, install: ModelInstall? @@ -2496,8 +2728,30 @@ private actor MLXRuntimeState { return .localRuntimeFailure(message) } } + #if canImport(MLXLMCommon) + if let turboQuantError = error as? MLXLMCommon.TurboQuantGenerationError { + return .localRuntimeFailure(turboQuantError.description) + } + #endif + let diagnostic = String(describing: error) + if !diagnostic.isEmpty && diagnostic != error.localizedDescription { + return .localRuntimeFailure(diagnostic) + } return .localRuntimeFailure(error.localizedDescription) } + + private static func validateTurboQuantRuntimeSupport( + model: any LanguageModel, + profile: RuntimeProfile + ) throws { + guard profile.quantization.kvCacheStrategy == .turboQuant else { return } + guard model is any ThrowingLanguageModel else { + let modelName = String(describing: Swift.type(of: model)) + throw InferenceError.localRuntimeFailure( + "\(TurboQuantRuntimeSupport.nonThrowingRuntimeReason) Loaded MLX model: \(modelName)." + ) + } + } #endif #if canImport(MLXLLM) && canImport(MLXLMCommon) @@ -3202,6 +3456,7 @@ private actor MLXRuntimeState { let cacheStartedAt = Date() let hasToolSpecs = !(toolSpecs?.isEmpty ?? true) let promptTokenIDs = Self.promptTokenIDs(from: input.text.tokens) + try Self.validateTurboQuantRuntimeSupport(model: context.model, profile: profile) let promptCacheSkipReason = Self.promptCacheMissReason( input: input, promptTokenIDs: promptTokenIDs, @@ -3904,7 +4159,7 @@ private actor MLXRuntimeState { ? MLX.TurboQuantConfiguration.deterministicSeed( modelID: install?.repository ?? request.modelID.rawValue, revision: install?.revision ?? "main", - cacheLayoutVersion: 3 + cacheLayoutVersion: MLXRuntimeBridge.turboQuantLayoutVersion ) : nil let turboQuantFallbackPolicy: MLXLMCommon.TurboQuantFallbackPolicy @@ -3921,10 +4176,24 @@ private actor MLXRuntimeState { ?? profile.quantization.turboQuantAdmission?.admittedContextLength ?? maxKVSizeOverride ?? profile.quantization.maxKVSize + let turboQuantAdmission = + turboQuantAdmissionPlan.flatMap { + MLXRuntimeBridge.mlxTurboQuantAdmission(from: $0, profile: profile, install: install) + } + ?? profile.quantization.turboQuantAdmission.flatMap { + MLXRuntimeBridge.mlxTurboQuantAdmission(from: $0) + } + let resolvedMaxKVSize: Int? = + if profile.quantization.kvCacheStrategy == .turboQuant, + let admittedContext = turboQuantAdmissionPlan?.admittedContextTokens { + min(maxKVSizeOverride ?? admittedContext, admittedContext) + } else { + maxKVSizeOverride ?? profile.quantization.maxKVSize + } return GenerateParameters( maxTokens: maxTokensOverride ?? request.sampling.maxTokens, - maxKVSize: maxKVSizeOverride ?? profile.quantization.maxKVSize, + maxKVSize: resolvedMaxKVSize, kvBits: profile.quantization.kvCacheStrategy == .turboQuant ? nil : profile.quantization.kvBits, kvGroupSize: profile.quantization.kvGroupSize, quantizedKVStart: profile.quantization.quantizedKVStart, @@ -3936,8 +4205,8 @@ private actor MLXRuntimeState { ), turboQuantSeed: turboQuantSeed, turboQuantValueBits: Self.resolvedTurboQuantValueBits(for: profile, install: install), - turboQuantAdmissionPolicy: .automatic, - turboQuantAdmission: nil, + turboQuantAdmissionPolicy: profile.quantization.kvCacheStrategy == .turboQuant ? .required : .disabled, + turboQuantAdmission: turboQuantAdmission, turboQuantPerCacheResidentBudgetBytes: turboQuantPerCacheResidentBudgetBytes(), turboQuantAdmissionProfile: turboQuantAdmissionProfile, turboQuantRequestedContextLength: turboQuantRequestedContextLength, diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index 29b52ab..6348016 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -68,6 +68,101 @@ public enum TurboQuantFamilySupport: String, Codable, Sendable, CaseIterable { } } +public enum TurboQuantRuntimeSupport: Sendable { + public static let nonThrowingRuntimeReason = + "TurboQuant profile metadata is available, but the linked MLX runtime model does not yet implement typed throwing TurboQuant attention." + + public static func supportsThrowingAttentionGeneration( + repository: String, + modelType: String?, + textConfigModelType: String?, + modalities: Set, + familySupport: TurboQuantFamilySupport + ) -> Bool { + guard modalities.contains(.text) else { return false } + guard familySupport == .attentionKVFull || familySupport == .hybridFull else { + return false + } + + let modelTypes = normalizedModelTypes(modelType, textConfigModelType) + return modelTypes.contains { supportedThrowingAttentionModelTypes.contains($0) } + || supportedThrowingAttentionRepositorySignals.contains { + repository.localizedCaseInsensitiveContains($0) + } + } + + public static func defaultDisabledReason( + repository: String, + modelType: String?, + textConfigModelType: String?, + modalities: Set, + familySupport: TurboQuantFamilySupport + ) -> String? { + guard familySupport == .attentionKVFull || familySupport == .hybridFull else { + return nil + } + guard !supportsThrowingAttentionGeneration( + repository: repository, + modelType: modelType, + textConfigModelType: textConfigModelType, + modalities: modalities, + familySupport: familySupport + ) else { + return nil + } + return nonThrowingRuntimeReason + } + + private static let supportedThrowingAttentionModelTypes: Set = [ + "llama", + "gemma", + "gemma2", + "gemma3", + "gemma3_text", + "gemma3n", + "gemma3n_text", + "gemma4", + "gemma4_text", + "qwen3", + "qwen3_moe", + "qwen3_5", + "qwen3_5_text", + "qwen3_5_moe", + "qwen3_5_moe_text", + ] + + private static let supportedThrowingAttentionRepositorySignals: [String] = [ + "llama-3", + "gemma-2", + "gemma2", + "gemma-3", + "gemma3", + "gemma-3n", + "gemma3n", + "gemma-4", + "gemma4", + "qwen3", + "qwen3.5", + "qwen3_5", + ] + + private static func normalizedModelTypes(_ values: String?...) -> Set { + Set( + values.compactMap { + $0? + .trimmingCharacters(in: .whitespacesAndNewlines) + .lowercased() + .replacingOccurrences(of: "-", with: "_") + }.filter { !$0.isEmpty } + ) + } +} + +public enum TurboQuantLayoutVersion: Sendable { + public static let legacy = 4 + public static let current = 5 +} + public enum QuantizationAlgorithm: String, Codable, Sendable, CaseIterable { case none case mlxAffine diff --git a/Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift b/Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift index 5897cd5..32114d7 100644 --- a/Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift +++ b/Sources/PinesCore/Inference/TurboQuantKVSnapshot.swift @@ -22,7 +22,7 @@ public struct TurboQuantKVSnapshotIdentity: Hashable, Codable, Sendable { ropeConfigHash: String, tokenPrefixHash: String, fallbackContractHash: String? = nil, - turboQuantLayoutVersion: Int = 4, + turboQuantLayoutVersion: Int = TurboQuantLayoutVersion.current, logicalLength: Int = 0, pinnedPrefixLength: Int = 0 ) { diff --git a/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift b/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift index 540db95..712c874 100644 --- a/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift +++ b/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift @@ -24,6 +24,15 @@ public struct VerifiedModelFamilyManifest: Sendable { let lowerRepository = repository.lowercased() guard !Self.isExplicitlyExcludedRepository(lowerRepository) else { return false } + guard TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: repository, + modelType: modelType, + textConfigModelType: textConfigModelType, + modalities: modalities, + familySupport: turboQuantFamilySupport + ) else { + return false + } let modelTypes = [ modelType?.trimmingCharacters(in: .whitespacesAndNewlines).lowercased(), diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index c446c0a..15aec74 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -3607,6 +3607,69 @@ struct CoreContractTests { } } + @Test + func turboQuantRuntimeSupportDefaultsForProfileBackedFamilies() throws { + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/gemma-3-1b-it-4bit", + modelType: "gemma3", + textConfigModelType: nil, + modalities: [.text], + familySupport: .attentionKVFull + ) + ) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/Qwen3.5-0.8B-MLX-4bit", + modelType: "qwen3_5", + textConfigModelType: nil, + modalities: [.text], + familySupport: .hybridFull + ) + ) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/Llama-3.2-3B-Instruct-4bit", + modelType: "llama", + textConfigModelType: nil, + modalities: [.text], + familySupport: .attentionKVFull + ) + ) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/gemma-3n-E2B-it-4bit", + modelType: "gemma3n", + textConfigModelType: nil, + modalities: [.text], + familySupport: .attentionKVFull + ) + ) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/gemma-4-e2b-it-4bit", + modelType: "gemma4", + textConfigModelType: nil, + modalities: [.text], + familySupport: .attentionKVFull + ) + ) + } + + @Test + func modelInstallDecodingPreservesLegacyTurboQuantDefault() throws { + let payload = """ + { + "modelID": "local-test", + "displayName": "Local Test", + "repository": "local/test", + "modalities": ["text"] + } + """ + let install = try JSONDecoder().decode(ModelInstall.self, from: Data(payload.utf8)) + #expect(install.turboQuantFamilySupport == .attentionKVFull) + } + @Test func gemmaTurboQuantPreflightCarriesProfileMetadataForExpandedFamilies() throws { let classifier = ModelPreflightClassifier() diff --git a/Tests/PinesCoreTests/SnapshotSecurityPolicyTests.swift b/Tests/PinesCoreTests/SnapshotSecurityPolicyTests.swift index 7afb729..171cfe2 100644 --- a/Tests/PinesCoreTests/SnapshotSecurityPolicyTests.swift +++ b/Tests/PinesCoreTests/SnapshotSecurityPolicyTests.swift @@ -75,7 +75,7 @@ struct SnapshotSecurityPolicyTests { modelRevision: "rev-a", tokenizerHash: "tokenizer-hash", profileHash: "profile-hash", - turboQuantLayoutVersion: 4, + turboQuantLayoutVersion: TurboQuantLayoutVersion.current, ropeConfigHash: "rope-hash", tokenPrefixHash: "prefix-hash", fallbackContractHash: "fallback-hash", diff --git a/Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift b/Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift index 84f49ba..2fa77b6 100644 --- a/Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift +++ b/Tests/PinesCoreTests/TurboQuantKVSnapshotStoreTests.swift @@ -194,7 +194,7 @@ struct TurboQuantKVSnapshotStoreTests { modelRevision: "rev-a", tokenizerHash: "tokenizer-hash", profileHash: "profile-hash", - turboQuantLayoutVersion: 4, + turboQuantLayoutVersion: TurboQuantLayoutVersion.current, ropeConfigHash: "rope-hash", tokenPrefixHash: "prefix-hash", fallbackContractHash: "fallback-hash", diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index c2e4b28..fa931b4 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -5,7 +5,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: - `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` -- `RNT56/mlx-swift-lm`: `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` +- `RNT56/mlx-swift-lm`: `d469bcef9da8728a8da3f87bafa22c6c960837a9` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -23,11 +23,11 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` - - `RNT56/mlx-swift-lm`: `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` + - `RNT56/mlx-swift-lm`: `d469bcef9da8728a8da3f87bafa22c6c960837a9` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, a tiled online fused decode path for admitted 64/80/96/112/128/192/240/256 head dimensions, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a raw-free physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a raw-free physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths for Llama, Gemma, Gemma 2/3, Qwen3, Qwen3 MoE, and Qwen3.5 text models, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 as Hybrid Full: standard attention KV caches use TurboQuant, while Qwen linear-attention native state caches remain exact MLX state. Gemma 3/3n/4 and text Llama are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision stays unsupported until the pinned `mlx-swift-lm` fork exposes `mllama` VLM registration, preprocessing, cache construction, and profiles. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 3135bbe..66a414e 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -16,7 +16,7 @@ "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e", + "commit": "d469bcef9da8728a8da3f87bafa22c6c960837a9", "dirtyAtValidation": false }, "schemaSet": { @@ -234,6 +234,7 @@ "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", + "mlx-swift-lm d469bcef9da8728a8da3f87bafa22c6c960837a9 adds typed throwing TurboQuant generation paths for the profile-backed Llama, Gemma, Qwen3, Qwen3 MoE, and Qwen3.5 families so default TurboQuant can run through the recoverable generation path instead of surfacing TurboQuantGenerationError.unsupportedModel.", "No online iPhone-class real device was available in this workspace; devicectl listed GBU-12, an iPhone 15 Pro Max (iPhone16,2), as unavailable. Real-device profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." ], @@ -241,8 +242,8 @@ "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-gates-passed-layout-v5-default", "pinnedMLXSwift": "260c8fb16df772b8c20295529fde958fffb66369", - "pinnedMLXSwiftLM": "13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e", - "compatibilityPairID": "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e", + "pinnedMLXSwiftLM": "d469bcef9da8728a8da3f87bafa22c6c960837a9", + "compatibilityPairID": "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-d469bcef9da8728a8da3f87bafa22c6c960837a9", "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 5f145e0..e810fce 100644 --- a/project.yml +++ b/project.yml @@ -13,7 +13,7 @@ packages: revision: 260c8fb16df772b8c20295529fde958fffb66369 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e + revision: d469bcef9da8728a8da3f87bafa22c6c960837a9 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 9d9917466fb418c0b9178d12162d86c065095d9f Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 00:08:57 +0200 Subject: [PATCH 27/80] Broaden TurboQuant model support in Pines --- Pines.xcodeproj/project.pbxproj | 18 +-- .../xcshareddata/swiftpm/Package.resolved | 2 +- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- .../PinesCore/Inference/RuntimeTypes.swift | 29 ++++ .../ModelHub/ModelPreflightClassifier.swift | 97 +++++++++--- .../VerifiedModelFamilyManifest.swift | 80 +++++++++- Tests/PinesCoreTests/CoreContractTests.swift | 145 +++++++++++++++++- docs/TURBOQUANT.md | 8 +- .../compatibility-pair.json | 8 +- project.yml | 6 +- 10 files changed, 334 insertions(+), 61 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 7243ce5..f23f54f 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -45,7 +45,6 @@ 4A8B7ADED7E800D30BC296A1 /* PinesCore in Frameworks */ = {isa = PBXBuildFile; productRef = 2F62656B16557CFACC3CBFF7 /* PinesCore */; }; 51178ED2596CD94C977B39BF /* GeminiProviderRecordMapper.swift in Sources */ = {isa = PBXBuildFile; fileRef = DB652D0FDD899D4E676252F1 /* GeminiProviderRecordMapper.swift */; }; 515C28B0B0B103A7A64AB34C /* MLXEmbedders in Frameworks */ = {isa = PBXBuildFile; productRef = 85E4D304B541EE6A90CEFD6F /* MLXEmbedders */; }; - 5177468AEE90F3F5B0176C01 /* MLXLMCommon in Frameworks */ = {isa = PBXBuildFile; productRef = 95DFE02F2971CD6781ED862B /* MLXLMCommon */; }; 51F0003C051BEA5B35753F1D /* Markdown in Frameworks */ = {isa = PBXBuildFile; productRef = 79453BB5651564170C3A0B1C /* Markdown */; }; 52B797063FB95D83A2D63E7A /* PinesAppModel+MCP.swift in Sources */ = {isa = PBXBuildFile; fileRef = 2CE279F766D8B0CC93D1D150 /* PinesAppModel+MCP.swift */; }; 55937CA552490AEA6ED46131 /* PinesDesignSystem.swift in Sources */ = {isa = PBXBuildFile; fileRef = 45C618F4FAB69FDDE0FC788B /* PinesDesignSystem.swift */; }; @@ -59,7 +58,6 @@ 603860ECCF6BEE2F45D305E4 /* OpenAIProviderService.swift in Sources */ = {isa = PBXBuildFile; fileRef = B69F0B4F374441712F7227A1 /* OpenAIProviderService.swift */; }; 622414EEA3FC85D97066E52E /* OpenAIDeepResearchOrchestrator.swift in Sources */ = {isa = PBXBuildFile; fileRef = DBFDDEACE5D7B83908CBE7C5 /* OpenAIDeepResearchOrchestrator.swift */; }; 62BBB7D1AE85A01EA319E717 /* MLX in Frameworks */ = {isa = PBXBuildFile; productRef = 94F08BBEEA508DB04384B5C9 /* MLX */; }; - 63FEE590833F723DE49DFE36 /* MLX in Frameworks */ = {isa = PBXBuildFile; productRef = 7BFC7BFFCF2A7F677A7E215F /* MLX */; }; 65F15CA6905766AC2C4C0280 /* GeminiProviderLifecycleCoordinator.swift in Sources */ = {isa = PBXBuildFile; fileRef = 7A91B81E9B245D2A619AC483 /* GeminiProviderLifecycleCoordinator.swift */; }; 667DB9AFA3DAD1AAD581754E /* CloudKitSyncService.swift in Sources */ = {isa = PBXBuildFile; fileRef = 443F2B0190673A086D3CEEE0 /* CloudKitSyncService.swift */; }; 69BDBCFF81EA56913B793189 /* VaultIngestionService.swift in Sources */ = {isa = PBXBuildFile; fileRef = 6A46B185F9ED03D5646D6C7C /* VaultIngestionService.swift */; }; @@ -323,8 +321,6 @@ buildActionMask = 2147483647; files = ( 2D09CE6C392BBD594E95F249 /* PinesCore in Frameworks */, - 63FEE590833F723DE49DFE36 /* MLX in Frameworks */, - 5177468AEE90F3F5B0176C01 /* MLXLMCommon in Frameworks */, ); runOnlyForDeploymentPostprocessing = 0; }; @@ -748,8 +744,6 @@ name = PinesTests; packageProductDependencies = ( D09EC77F4F444343B14A238C /* PinesCore */, - 7BFC7BFFCF2A7F677A7E215F /* MLX */, - 95DFE02F2971CD6781ED862B /* MLXLMCommon */, ); productName = PinesTests; productReference = 1485AEE015D2E1E941159B3F /* PinesTests.xctest */; @@ -1463,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = d469bcef9da8728a8da3f87bafa22c6c960837a9; + revision = 31ffb314a01402e5b340fff1a19375a23d2710b9; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { @@ -1505,11 +1499,6 @@ package = 01E98600A0BAFFF175DAF8CC /* XCRemoteSwiftPackageReference "swift-markdown" */; productName = Markdown; }; - 7BFC7BFFCF2A7F677A7E215F /* MLX */ = { - isa = XCSwiftPackageProductDependency; - package = 82C15679A79285F6F8F33DE7 /* XCRemoteSwiftPackageReference "mlx-swift" */; - productName = MLX; - }; 7CB37824DF7BF3CFC294142D /* GRDB */ = { isa = XCSwiftPackageProductDependency; package = ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */; @@ -1530,11 +1519,6 @@ package = 82C15679A79285F6F8F33DE7 /* XCRemoteSwiftPackageReference "mlx-swift" */; productName = MLX; }; - 95DFE02F2971CD6781ED862B /* MLXLMCommon */ = { - isa = XCSwiftPackageProductDependency; - package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; - productName = MLXLMCommon; - }; 97ADD97B0749021A162048FE /* MLXNN */ = { isa = XCSwiftPackageProductDependency; package = 82C15679A79285F6F8F33DE7 /* XCRemoteSwiftPackageReference "mlx-swift" */; diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 2a206a0..5fc694d 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "d469bcef9da8728a8da3f87bafa22c6c960837a9" + "revision" : "31ffb314a01402e5b340fff1a19375a23d2710b9" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index c19738d..29e4ab8 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-d469bcef9da8728a8da3f87bafa22c6c960837a9" + "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-31ffb314a01402e5b340fff1a19375a23d2710b9" static var turboQuantLayoutVersion: Int { #if canImport(MLX) MLX.TurboQuantAttentionLayout.currentVersion diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index 6348016..e197623 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -123,16 +123,32 @@ public enum TurboQuantRuntimeSupport: Sendable { "gemma3n_text", "gemma4", "gemma4_text", + "mistral", + "mistral3", + "mistral4", + "ministral3", + "qwen2", "qwen3", "qwen3_moe", "qwen3_5", "qwen3_5_text", "qwen3_5_moe", "qwen3_5_moe_text", + "acereason", + "phi", + "phi3", + "granite", + "exaone", + "exaone4", + "smollm3", + "lfm2", + "glm4_moe_lite", ] private static let supportedThrowingAttentionRepositorySignals: [String] = [ "llama-3", + "mistral", + "ministral", "gemma-2", "gemma2", "gemma-3", @@ -141,9 +157,22 @@ public enum TurboQuantRuntimeSupport: Sendable { "gemma3n", "gemma-4", "gemma4", + "qwen2", + "qwen2.5", + "qwen2_5", "qwen3", "qwen3.5", "qwen3_5", + "phi-", + "phi_", + "granite", + "exaone", + "smollm3", + "lfm2", + "lfm-2", + "glm4-moe-lite", + "glm-4-moe-lite", + "glm-4.7-flash", ] private static func normalizedModelTypes(_ values: String?...) -> Set { diff --git a/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift b/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift index 45dd327..765944b 100644 --- a/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift +++ b/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift @@ -205,8 +205,8 @@ public struct ModelPreflightClassifier: Sendable { let explicit = positiveInt(textConfig["head_dim"]) { return HeadDimensions(key: explicit, value: explicit) } - if let mistral4 = mistral4HeadDimensions(from: config) { - return mistral4 + if let latentAttention = latentAttentionHeadDimensions(from: config) { + return latentAttention } if let runtimeDefault = runtimeDefaultHeadDimension(from: config, modelType: modelType) { return HeadDimensions(key: runtimeDefault, value: runtimeDefault) @@ -275,6 +275,9 @@ public struct ModelPreflightClassifier: Sendable { if modelTypes.contains("llama") { return hasVisionSignal ? .visionLanguageAttention : .standardAttention } + if modelTypes.contains("lfm2") && hasNativeStateLayer(in: config) { + return .hybridAttentionAndNativeState + } if modelTypes.contains(where: unsupportedFullTurboQuantModelTypes.contains) { return .unsupported } @@ -304,16 +307,30 @@ public struct ModelPreflightClassifier: Sendable { return .unsupportedTopology } guard modalities.contains(.text) else { return .none } + if modelTypes.contains("pixtral") { + return .none + } if modelTypes.contains(where: unsupportedFullTurboQuantModelTypes.contains) { return .none } let hasSupportedHeadShape = supportedAttentionHeadShape(key: keyHeadDimension, value: valueHeadDimension) + let hasSupportedSplitHeadShape = supportedSplitAttentionHeadShape( + key: keyHeadDimension, value: valueHeadDimension) switch topology { case .hybridAttentionAndNativeState: - return modelTypes.contains(where: isQwen35Family) && keyHeadDimension == 256 && valueHeadDimension == 256 - ? .hybridFull - : .none + if modelTypes.contains(where: isQwen35Family) + && keyHeadDimension == 256 && valueHeadDimension == 256 + { + return .hybridFull + } + if modelTypes.contains("lfm2") && hasSupportedHeadShape { + return .hybridFull + } + return .none case .standardAttention, .slidingAttention, .sharedKVAttention, .visionLanguageAttention: + if modelTypes.contains("glm4_moe_lite") { + return hasSupportedSplitHeadShape ? .attentionKVFull : .none + } guard hasSupportedHeadShape else { return .none } if modelTypes.contains(where: isBroadTurboQuantFamily) { return .attentionKVFull @@ -324,6 +341,55 @@ public struct ModelPreflightClassifier: Sendable { } } + private static func supportedSplitAttentionHeadShape(key: Int?, value: Int?) -> Bool { + guard let key, let value else { return false } + return [64, 80, 96, 112, 128, 160, 192, 256, 512].contains(key) + && [64, 80, 96, 112, 128, 160, 192, 256, 512].contains(value) + } + + private static func isBroadTurboQuantFamily(_ modelType: String) -> Bool { + modelType == "llama" + || modelType == "mistral" + || modelType == "mistral3" + || modelType == "mistral4" + || modelType == "ministral3" + || modelType == "gemma" + || modelType == "gemma2" + || modelType == "qwen2" + || modelType == "qwen3" + || modelType == "qwen3_moe" + || modelType == "acereason" + || modelType == "phi" + || modelType == "phi3" + || modelType == "granite" + || modelType == "exaone" + || modelType == "exaone4" + || modelType == "smollm3" + || modelType == "glm4_moe_lite" + || isQwen35Family(modelType) + || isGemmaFamily(modelType) + } + + private static let unsupportedFullTurboQuantModelTypes: Set = [ + "jamba", "gpt_oss", "deepseek_v2", "deepseek_v3", "deepseek_v32", "deepseek_v4", + "glm", "glm4", "glm4_moe", "llama4", "llama4_text", "mamba", "rwkv", + ] + + private static func supportedAttentionHeadShape(key: Int?, value: Int?) -> Bool { + guard let key, let value, key == value else { return false } + return key == 64 || key == 80 || key == 96 || key == 112 || key == 128 || key == 160 || key == 192 || key == 256 || key == 512 + } + + private static func hasNativeStateLayer(in config: [String: Any]?) -> Bool { + guard let config else { return false } + for source in [config, config["text_config"] as? [String: Any]].compactMap({ $0 }) { + if stringArray(source["layer_types"]).contains(where: { $0.contains("conv") || $0.contains("mamba") || $0.contains("linear") }) { + return true + } + } + return false + } + private static func normalizedModelTypes( from config: [String: Any]?, modelType: String?, @@ -360,23 +426,6 @@ public struct ModelPreflightClassifier: Sendable { || modelType == "gemma4_assistant" } - private static func isBroadTurboQuantFamily(_ modelType: String) -> Bool { - modelType == "llama" - || modelType == "gemma" - || modelType == "gemma2" - || isQwen35Family(modelType) - || isGemmaFamily(modelType) - } - - private static let unsupportedFullTurboQuantModelTypes: Set = [ - "jamba", "gpt_oss", "deepseek_v2", "deepseek_v3", "deepseek_v32", "deepseek_v4", - "glm", "glm4", "glm4_moe", "glm4_moe_lite", "llama4", "llama4_text", "mamba", "rwkv", - ] - - private static func supportedAttentionHeadShape(key: Int?, value: Int?) -> Bool { - guard let key, let value, key == value else { return false } - return key == 64 || key == 80 || key == 96 || key == 112 || key == 128 || key == 160 || key == 192 || key == 256 || key == 512 - } private static func hasQwen35LinearAttention(in config: [String: Any]?) -> Bool { guard let config else { return false } @@ -440,7 +489,7 @@ public struct ModelPreflightClassifier: Sendable { return nil } - private static func mistral4HeadDimensions(from config: [String: Any]) -> HeadDimensions? { + private static func latentAttentionHeadDimensions(from config: [String: Any]) -> HeadDimensions? { let candidates = [ config, config["text_config"] as? [String: Any], @@ -450,7 +499,7 @@ public struct ModelPreflightClassifier: Sendable { let modelType = (candidate["model_type"] as? String)? .trimmingCharacters(in: .whitespacesAndNewlines) .lowercased() - guard modelType == "mistral4" else { continue } + guard modelType == "mistral4" || modelType == "glm4_moe_lite" else { continue } guard let nope = positiveInt(candidate["qk_nope_head_dim"]), let rope = positiveInt(candidate["qk_rope_head_dim"]), let value = positiveInt(candidate["v_head_dim"]) diff --git a/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift b/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift index 712c874..3b14e59 100644 --- a/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift +++ b/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift @@ -46,20 +46,67 @@ public struct VerifiedModelFamilyManifest: Sendable { && valueHeadDimension == 256 } + if modelTypes.contains(where: Self.isQwen2Or3Family) { + return cacheTopology == .standardAttention + && turboQuantFamilySupport == .attentionKVFull + && Self.supportedStandardHeadDimension(keyHeadDimension) + && keyHeadDimension == valueHeadDimension + } + if modelTypes.contains(where: Self.isGemmaFamily) { return turboQuantFamilySupport == .attentionKVFull && Self.supportedGemmaHeadDimension(keyHeadDimension) && keyHeadDimension == valueHeadDimension } - if modelTypes.contains("llama") { + if modelTypes.contains(where: Self.isMistralFamily) { + if modelTypes.contains("mistral4") { + return cacheTopology == .standardAttention + && turboQuantFamilySupport == .attentionKVFull + && keyHeadDimension == 128 + && valueHeadDimension == 128 + && routedExperts == 128 + && expertsPerToken == 4 + } + return (cacheTopology == .standardAttention || cacheTopology == .slidingAttention) + && turboQuantFamilySupport == .attentionKVFull + && Self.supportedStandardHeadDimension(keyHeadDimension) + && keyHeadDimension == valueHeadDimension + } + + if modelTypes.contains("llama") + || modelTypes.contains(where: Self.isSmallDenseFamily) { return !modalities.contains(.vision) && cacheTopology == .standardAttention && turboQuantFamilySupport == .attentionKVFull - && Self.supportedLlamaHeadDimension(keyHeadDimension) + && Self.supportedStandardHeadDimension(keyHeadDimension) + && keyHeadDimension == valueHeadDimension + } + + if modelTypes.contains("exaone4") || modelTypes.contains("exaone") { + return !modalities.contains(.vision) + && (cacheTopology == .standardAttention || cacheTopology == .slidingAttention) + && turboQuantFamilySupport == .attentionKVFull + && Self.supportedStandardHeadDimension(keyHeadDimension) + && keyHeadDimension == valueHeadDimension + } + + if modelTypes.contains("lfm2") { + return !modalities.contains(.vision) + && (cacheTopology == .standardAttention || cacheTopology == .hybridAttentionAndNativeState) + && (turboQuantFamilySupport == .attentionKVFull || turboQuantFamilySupport == .hybridFull) + && Self.supportedStandardHeadDimension(keyHeadDimension) && keyHeadDimension == valueHeadDimension } + if modelTypes.contains("glm4_moe_lite") { + return !modalities.contains(.vision) + && cacheTopology == .standardAttention + && turboQuantFamilySupport == .attentionKVFull + && Self.supportedSplitHeadDimension(keyHeadDimension) + && Self.supportedSplitHeadDimension(valueHeadDimension) + } + return false } @@ -70,7 +117,7 @@ public struct VerifiedModelFamilyManifest: Sendable { || repository.contains("llava") || repository.contains("deepseek-v2") || repository.contains("deepseek-v3") - || repository.contains("glm") + || repository.contains("pixtral") || repository.contains("jamba") || repository.contains("gpt-oss") || repository.contains("rwkv") @@ -93,11 +140,36 @@ public struct VerifiedModelFamilyManifest: Sendable { || modelType == "gemma4_assistant" } + private static func isQwen2Or3Family(_ modelType: String) -> Bool { + modelType == "qwen2" + || modelType == "qwen3" + || modelType == "qwen3_moe" + || modelType == "acereason" + } + + private static func isMistralFamily(_ modelType: String) -> Bool { + modelType == "mistral" + || modelType == "mistral3" + || modelType == "mistral4" + || modelType == "ministral3" + } + + private static func isSmallDenseFamily(_ modelType: String) -> Bool { + modelType == "phi" + || modelType == "phi3" + || modelType == "granite" + || modelType == "smollm3" + } + private static func supportedGemmaHeadDimension(_ value: Int?) -> Bool { value == 128 || value == 256 || value == 512 } - private static func supportedLlamaHeadDimension(_ value: Int?) -> Bool { + private static func supportedStandardHeadDimension(_ value: Int?) -> Bool { value == 64 || value == 80 || value == 96 || value == 112 || value == 128 || value == 160 || value == 192 || value == 256 } + + private static func supportedSplitHeadDimension(_ value: Int?) -> Bool { + value == 64 || value == 80 || value == 96 || value == 112 || value == 128 || value == 160 || value == 192 || value == 256 || value == 512 + } } diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index 15aec74..493ff94 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -3654,6 +3654,146 @@ struct CoreContractTests { familySupport: .attentionKVFull ) ) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/Qwen2.5-Coder-3B-Instruct-4bit", + modelType: "qwen2", + textConfigModelType: nil, + modalities: [.text], + familySupport: .attentionKVFull + ) + ) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/Mistral-Small-4-119B-A6B-Instruct-4bit", + modelType: "mistral3", + textConfigModelType: "mistral4", + modalities: [.text], + familySupport: .attentionKVFull + ) + ) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/Phi-4-mini-instruct-4bit", + modelType: "phi3", + textConfigModelType: nil, + modalities: [.text], + familySupport: .attentionKVFull + ) + ) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/granite-3.3-2b-instruct-4bit", + modelType: "granite", + textConfigModelType: nil, + modalities: [.text], + familySupport: .attentionKVFull + ) + ) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/LFM2-1.2B-Instruct-4bit", + modelType: "lfm2", + textConfigModelType: nil, + modalities: [.text], + familySupport: .hybridFull + ) + ) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/GLM-4.7-Flash-4bit", + modelType: "glm4_moe_lite", + textConfigModelType: nil, + modalities: [.text], + familySupport: .attentionKVFull + ) + ) + } + + @Test + func broadTurboQuantRuntimeFamiliesPreflightAsSupported() throws { + let classifier = ModelPreflightClassifier() + let cases: [(String, String, ModelCacheTopology, TurboQuantFamilySupport, Int, Int)] = [ + ( + "mlx-community/Qwen2.5-Coder-3B-Instruct-4bit", + #"{"model_type":"qwen2","hidden_size":2048,"num_attention_heads":16}"#, + .standardAttention, + .attentionKVFull, + 128, + 128 + ), + ( + "mlx-community/Phi-4-mini-instruct-4bit", + #"{"model_type":"phi3","hidden_size":3072,"num_attention_heads":32}"#, + .standardAttention, + .attentionKVFull, + 96, + 96 + ), + ( + "mlx-community/granite-3.3-2b-instruct-4bit", + #"{"model_type":"granite","hidden_size":4096,"num_attention_heads":32}"#, + .standardAttention, + .attentionKVFull, + 128, + 128 + ), + ( + "mlx-community/EXAONE-4.0-1.2B-4bit", + #"{"model_type":"exaone4","head_dim":128,"sliding_window":4096}"#, + .slidingAttention, + .attentionKVFull, + 128, + 128 + ), + ( + "mlx-community/SmolLM3-3B-4bit", + #"{"model_type":"smollm3","hidden_size":2048,"num_attention_heads":32}"#, + .standardAttention, + .attentionKVFull, + 64, + 64 + ), + ( + "mlx-community/LFM2-1.2B-Instruct-4bit", + #"{"model_type":"lfm2","hidden_size":1024,"num_attention_heads":16,"layer_types":["full_attention","conv"]}"#, + .hybridAttentionAndNativeState, + .hybridFull, + 64, + 64 + ), + ( + "mlx-community/GLM-4.7-Flash-4bit", + #"{"model_type":"glm4_moe_lite","qk_nope_head_dim":128,"qk_rope_head_dim":64,"v_head_dim":128}"#, + .standardAttention, + .attentionKVFull, + 192, + 128 + ), + ] + + for (repository, configJSON, topology, familySupport, keyDimension, valueDimension) in cases { + let result = classifier.classify( + ModelPreflightInput( + repository: repository, + configJSON: Data(configJSON.utf8), + files: [ + ModelFileInfo(path: "config.json", size: 10_000), + ModelFileInfo(path: "tokenizer.json", size: 2_000_000), + ModelFileInfo(path: "model.safetensors", size: 1_000_000_000), + ], + tags: ["mlx", "4bit"] + ) + ) + + #expect(result.verification == .verified) + #expect(result.modalities == [.text]) + #expect(result.cacheTopology == topology) + #expect(result.turboQuantFamilySupport == familySupport) + #expect(result.keyHeadDimension == keyDimension) + #expect(result.valueHeadDimension == valueDimension) + #expect(result.reasons.isEmpty) + } } @Test @@ -3887,13 +4027,15 @@ struct CoreContractTests { #expect(llama.cacheTopology == .standardAttention) #expect(llama.turboQuantFamilySupport == .attentionKVFull) - #expect(mistralSmall4.verification == .installable) + #expect(mistralSmall4.verification == .verified) #expect(mistralSmall4.modelType == "mistral3") #expect(mistralSmall4.textConfigModelType == "mistral4") #expect(mistralSmall4.keyHeadDimension == 128) #expect(mistralSmall4.valueHeadDimension == 128) #expect(mistralSmall4.routedExperts == 128) #expect(mistralSmall4.expertsPerToken == 4) + #expect(mistralSmall4.cacheTopology == .standardAttention) + #expect(mistralSmall4.turboQuantFamilySupport == .attentionKVFull) #expect(pixtral.verification == .installable) #expect(pixtral.modalities == [.text, .vision]) @@ -3901,6 +4043,7 @@ struct CoreContractTests { #expect(pixtral.textConfigModelType == "mistral") #expect(pixtral.keyHeadDimension == 128) #expect(pixtral.valueHeadDimension == 128) + #expect(pixtral.turboQuantFamilySupport == .none) #expect(llama4.verification == .unsupported) #expect(llama4.modalities.isEmpty) diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index fa931b4..75a379c 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -5,7 +5,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: - `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` -- `RNT56/mlx-swift-lm`: `d469bcef9da8728a8da3f87bafa22c6c960837a9` +- `RNT56/mlx-swift-lm`: `31ffb314a01402e5b340fff1a19375a23d2710b9` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -23,13 +23,13 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` - - `RNT56/mlx-swift-lm`: `d469bcef9da8728a8da3f87bafa22c6c960837a9` + - `RNT56/mlx-swift-lm`: `31ffb314a01402e5b340fff1a19375a23d2710b9` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, a tiled online fused decode path for admitted 64/80/96/112/128/192/240/256 head dimensions, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a raw-free physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths for Llama, Gemma, Gemma 2/3, Qwen3, Qwen3 MoE, and Qwen3.5 text models, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a raw-free physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. -- Pines marks Qwen3.5/Qwen3.6 as Hybrid Full: standard attention KV caches use TurboQuant, while Qwen linear-attention native state caches remain exact MLX state. Gemma 3/3n/4 and text Llama are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision stays unsupported until the pinned `mlx-swift-lm` fork exposes `mllama` VLM registration, preprocessing, cache construction, and profiles. +- Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. - `tools/update-mlx-pins.sh` advances the reproducible SHAs, regenerates `Pines.xcodeproj`, and can run the package plus iOS smoke-test checks. Renovate proposes these pin moves by PR instead of switching Pines to non-reproducible branch pins. - Pine requests the paper-exact `metalPolarQJL` backend by default. Devices with Metal compressed-attention support report the direct compressed attention path; unsupported shapes or devices use the shared MLX packed quantized-attention fallback before raw decode. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 66a414e..a3ce129 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -16,7 +16,7 @@ "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "d469bcef9da8728a8da3f87bafa22c6c960837a9", + "commit": "31ffb314a01402e5b340fff1a19375a23d2710b9", "dirtyAtValidation": false }, "schemaSet": { @@ -234,7 +234,7 @@ "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", - "mlx-swift-lm d469bcef9da8728a8da3f87bafa22c6c960837a9 adds typed throwing TurboQuant generation paths for the profile-backed Llama, Gemma, Qwen3, Qwen3 MoE, and Qwen3.5 families so default TurboQuant can run through the recoverable generation path instead of surfacing TurboQuantGenerationError.unsupportedModel.", + "mlx-swift-lm 31ffb314a01402e5b340fff1a19375a23d2710b9 broadens typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone, SmolLM3, LFM2, and GLM4 MoE Lite families so default TurboQuant can run through the recoverable generation path instead of surfacing TurboQuantGenerationError.unsupportedModel.", "No online iPhone-class real device was available in this workspace; devicectl listed GBU-12, an iPhone 15 Pro Max (iPhone16,2), as unavailable. Real-device profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." ], @@ -242,8 +242,8 @@ "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-gates-passed-layout-v5-default", "pinnedMLXSwift": "260c8fb16df772b8c20295529fde958fffb66369", - "pinnedMLXSwiftLM": "d469bcef9da8728a8da3f87bafa22c6c960837a9", - "compatibilityPairID": "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-d469bcef9da8728a8da3f87bafa22c6c960837a9", + "pinnedMLXSwiftLM": "31ffb314a01402e5b340fff1a19375a23d2710b9", + "compatibilityPairID": "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-31ffb314a01402e5b340fff1a19375a23d2710b9", "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index e810fce..2a82758 100644 --- a/project.yml +++ b/project.yml @@ -13,7 +13,7 @@ packages: revision: 260c8fb16df772b8c20295529fde958fffb66369 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: d469bcef9da8728a8da3f87bafa22c6c960837a9 + revision: 31ffb314a01402e5b340fff1a19375a23d2710b9 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 @@ -151,10 +151,6 @@ targets: - target: Pines - package: PinesCore product: PinesCore - - package: MLXSwift - product: MLX - - package: MLXSwiftLM - product: MLXLMCommon PinesUITests: type: bundle.ui-testing platform: iOS From f9d6bcd465837ea5c3075d0003e23e4cffb3df4b Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 00:32:42 +0200 Subject: [PATCH 28/80] Consume MLX TurboQuant capability registry --- Pines.xcodeproj/project.pbxproj | 2 +- .../xcshareddata/swiftpm/Package.resolved | 2 +- Pines/App/PinesAppServices.swift | 5 +- Pines/Runtime/MLXRuntimeBridge.swift | 41 +++- .../PinesCore/Inference/RuntimeTypes.swift | 199 ++++++++++++------ .../ModelHub/ModelPreflightClassifier.swift | 10 +- .../VerifiedModelFamilyManifest.swift | 8 +- Sources/PinesCoreTestRunner/main.swift | 2 +- Tests/PinesCoreTests/CoreContractTests.swift | 88 ++++++-- docs/TURBOQUANT.md | 6 +- .../compatibility-pair.json | 10 +- project.yml | 2 +- 12 files changed, 270 insertions(+), 105 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index f23f54f..83c4998 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 31ffb314a01402e5b340fff1a19375a23d2710b9; + revision = 709eaa580a2fccb738520d202a4e36949b54c36c; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 5fc694d..8456d19 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "31ffb314a01402e5b340fff1a19375a23d2710b9" + "revision" : "709eaa580a2fccb738520d202a4e36949b54c36c" } }, { diff --git a/Pines/App/PinesAppServices.swift b/Pines/App/PinesAppServices.swift index b48f28f..64ed871 100644 --- a/Pines/App/PinesAppServices.swift +++ b/Pines/App/PinesAppServices.swift @@ -57,7 +57,7 @@ final class PinesAppServices: @unchecked Sendable { secretStore: any SecretStore = KeychainSecretStore(), secureKeyStore: SecureKeyStore = SecureKeyStore(), modelCatalog: HuggingFaceModelCatalogService = HuggingFaceModelCatalogService(), - preflightClassifier: ModelPreflightClassifier = ModelPreflightClassifier(), + preflightClassifier: ModelPreflightClassifier? = nil, executionRouter: ExecutionRouter = ExecutionRouter(), toolRegistry: ToolRegistry = ToolRegistry(), toolPolicyGate: ToolPolicyGate = ToolPolicyGate(), @@ -87,6 +87,9 @@ final class PinesAppServices: @unchecked Sendable { self.secureKeyStore = secureKeyStore self.modelCatalog = modelCatalog self.preflightClassifier = preflightClassifier + ?? ModelPreflightClassifier( + turboQuantRuntimeCapabilities: MLXRuntimeBridge.turboQuantRuntimeCapabilities + ) self.executionRouter = executionRouter self.toolRegistry = toolRegistry self.toolPolicyGate = toolPolicyGate diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 29e4ab8..c51753a 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-31ffb314a01402e5b340fff1a19375a23d2710b9" + "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-709eaa580a2fccb738520d202a4e36949b54c36c" static var turboQuantLayoutVersion: Int { #if canImport(MLX) MLX.TurboQuantAttentionLayout.currentVersion @@ -431,11 +431,44 @@ struct MLXRuntimeBridge: Sendable { TurboQuantLayoutVersion.current #endif } + static var turboQuantRuntimeCapabilities: PinesTurboQuantRuntimeCapabilityRegistry { + #if canImport(MLXLLM) + return PinesTurboQuantRuntimeCapabilityRegistry( + capabilities: MLXLLM.MLXTurboQuantRuntimeCapabilityRegistry.capabilities.map { capability in + PinesTurboQuantRuntimeModelCapability( + modelType: capability.modelType, + supportsThrowingTurboQuantAttention: capability.supportsThrowingTurboQuantAttention, + cacheTopology: Self.pinesTurboQuantCacheTopology(from: capability.cacheTopology), + note: capability.note + ) + } + ) + #else + return .bundledFallback + #endif + } private let state = MLXRuntimeState() private let deviceMonitor = DeviceRuntimeMonitor() private let supervisor = LocalRuntimeSupervisor() + #if canImport(MLXLLM) + private static func pinesTurboQuantCacheTopology( + from topology: MLXLLM.MLXTurboQuantCacheTopology + ) -> PinesTurboQuantCacheTopology { + switch topology { + case .standardAttentionKV: + .standardAttentionKV + case .hybridAttentionKVAndNativeState: + .hybridAttentionKVAndNativeState + case .gatedVLMOrDualModel: + .gatedVLMOrDualModel + case .unsupported: + .unsupported + } + } + #endif + private func runtimeMemoryMetadata( merging base: [String: String] = [:] ) -> [String: String] { @@ -1079,7 +1112,8 @@ struct MLXRuntimeBridge: Sendable { modelType: install.modelType, textConfigModelType: install.textConfigModelType, modalities: install.modalities, - familySupport: install.turboQuantFamilySupport + familySupport: install.turboQuantFamilySupport, + runtimeCapabilities: Self.turboQuantRuntimeCapabilities ) } @@ -1089,7 +1123,8 @@ struct MLXRuntimeBridge: Sendable { modelType: install.modelType, textConfigModelType: install.textConfigModelType, modalities: install.modalities, - familySupport: install.turboQuantFamilySupport + familySupport: install.turboQuantFamilySupport, + runtimeCapabilities: Self.turboQuantRuntimeCapabilities ) } diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index e197623..3e4780a 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -68,6 +68,126 @@ public enum TurboQuantFamilySupport: String, Codable, Sendable, CaseIterable { } } +public enum PinesTurboQuantCacheTopology: String, Codable, Sendable, CaseIterable { + case standardAttentionKV + case hybridAttentionKVAndNativeState + case gatedVLMOrDualModel + case unsupported +} + +public struct PinesTurboQuantRuntimeModelCapability: Hashable, Codable, Sendable { + public var modelType: String + public var supportsThrowingTurboQuantAttention: Bool + public var cacheTopology: PinesTurboQuantCacheTopology + public var note: String? + + public init( + modelType: String, + supportsThrowingTurboQuantAttention: Bool, + cacheTopology: PinesTurboQuantCacheTopology, + note: String? = nil + ) { + self.modelType = Self.normalize(modelType) + self.supportsThrowingTurboQuantAttention = supportsThrowingTurboQuantAttention + self.cacheTopology = cacheTopology + self.note = note + } + + private static func normalize(_ value: String) -> String { + value + .trimmingCharacters(in: .whitespacesAndNewlines) + .lowercased() + .replacingOccurrences(of: "-", with: "_") + } +} + +public struct PinesTurboQuantRuntimeCapabilityRegistry: Hashable, Codable, Sendable { + public var capabilitiesByModelType: [String: PinesTurboQuantRuntimeModelCapability] + + public init(capabilities: [PinesTurboQuantRuntimeModelCapability]) { + capabilitiesByModelType = Dictionary( + uniqueKeysWithValues: capabilities.map { ($0.modelType, $0) } + ) + } + + public static let bundledFallback = PinesTurboQuantRuntimeCapabilityRegistry(capabilities: [ + .standard("llama"), + .standard("mistral"), + .standard("ministral3"), + .standard("mistral3"), + .standard("mistral4"), + .standard("gemma"), + .standard("gemma2"), + .standard("gemma3"), + .standard("gemma3_text"), + .standard("gemma3n"), + .standard("gemma3n_text"), + .standard("gemma4"), + .standard("gemma4_text"), + .gated("gemma4_assistant", note: "Gemma4 assistant is draft-only MTP and requires explicit dual-model orchestration."), + .standard("qwen2"), + .standard("qwen3"), + .standard("qwen3_moe"), + .hybrid("qwen3_5"), + .hybrid("qwen3_5_text"), + .hybrid("qwen3_5_moe"), + .hybrid("qwen3_5_moe_text"), + .standard("acereason"), + .standard("phi"), + .standard("phi3"), + .standard("granite"), + .standard("exaone4"), + .standard("smollm3"), + .hybrid("lfm2"), + .standard("glm4_moe_lite"), + ]) + + public func capability(for modelType: String?) -> PinesTurboQuantRuntimeModelCapability? { + guard let modelType else { return nil } + return capabilitiesByModelType[Self.normalize(modelType)] + } + + public func supportsThrowingTurboQuantAttention(modelTypes: Set) -> Bool { + modelTypes.contains { + capability(for: $0)?.supportsThrowingTurboQuantAttention == true + } + } + + private static func normalize(_ value: String) -> String { + value + .trimmingCharacters(in: .whitespacesAndNewlines) + .lowercased() + .replacingOccurrences(of: "-", with: "_") + } +} + +private extension PinesTurboQuantRuntimeModelCapability { + static func standard(_ modelType: String) -> Self { + Self( + modelType: modelType, + supportsThrowingTurboQuantAttention: true, + cacheTopology: .standardAttentionKV + ) + } + + static func hybrid(_ modelType: String) -> Self { + Self( + modelType: modelType, + supportsThrowingTurboQuantAttention: true, + cacheTopology: .hybridAttentionKVAndNativeState + ) + } + + static func gated(_ modelType: String, note: String) -> Self { + Self( + modelType: modelType, + supportsThrowingTurboQuantAttention: false, + cacheTopology: .gatedVLMOrDualModel, + note: note + ) + } +} + public enum TurboQuantRuntimeSupport: Sendable { public static let nonThrowingRuntimeReason = "TurboQuant profile metadata is available, but the linked MLX runtime model does not yet implement typed throwing TurboQuant attention." @@ -77,18 +197,17 @@ public enum TurboQuantRuntimeSupport: Sendable { modelType: String?, textConfigModelType: String?, modalities: Set, - familySupport: TurboQuantFamilySupport + familySupport: TurboQuantFamilySupport, + runtimeCapabilities: PinesTurboQuantRuntimeCapabilityRegistry = .bundledFallback ) -> Bool { - guard modalities.contains(.text) else { return false } + _ = repository + guard modalities == [.text] else { return false } guard familySupport == .attentionKVFull || familySupport == .hybridFull else { return false } let modelTypes = normalizedModelTypes(modelType, textConfigModelType) - return modelTypes.contains { supportedThrowingAttentionModelTypes.contains($0) } - || supportedThrowingAttentionRepositorySignals.contains { - repository.localizedCaseInsensitiveContains($0) - } + return runtimeCapabilities.supportsThrowingTurboQuantAttention(modelTypes: modelTypes) } public static func defaultDisabledReason( @@ -96,7 +215,8 @@ public enum TurboQuantRuntimeSupport: Sendable { modelType: String?, textConfigModelType: String?, modalities: Set, - familySupport: TurboQuantFamilySupport + familySupport: TurboQuantFamilySupport, + runtimeCapabilities: PinesTurboQuantRuntimeCapabilityRegistry = .bundledFallback ) -> String? { guard familySupport == .attentionKVFull || familySupport == .hybridFull else { return nil @@ -106,75 +226,14 @@ public enum TurboQuantRuntimeSupport: Sendable { modelType: modelType, textConfigModelType: textConfigModelType, modalities: modalities, - familySupport: familySupport + familySupport: familySupport, + runtimeCapabilities: runtimeCapabilities ) else { return nil } return nonThrowingRuntimeReason } - private static let supportedThrowingAttentionModelTypes: Set = [ - "llama", - "gemma", - "gemma2", - "gemma3", - "gemma3_text", - "gemma3n", - "gemma3n_text", - "gemma4", - "gemma4_text", - "mistral", - "mistral3", - "mistral4", - "ministral3", - "qwen2", - "qwen3", - "qwen3_moe", - "qwen3_5", - "qwen3_5_text", - "qwen3_5_moe", - "qwen3_5_moe_text", - "acereason", - "phi", - "phi3", - "granite", - "exaone", - "exaone4", - "smollm3", - "lfm2", - "glm4_moe_lite", - ] - - private static let supportedThrowingAttentionRepositorySignals: [String] = [ - "llama-3", - "mistral", - "ministral", - "gemma-2", - "gemma2", - "gemma-3", - "gemma3", - "gemma-3n", - "gemma3n", - "gemma-4", - "gemma4", - "qwen2", - "qwen2.5", - "qwen2_5", - "qwen3", - "qwen3.5", - "qwen3_5", - "phi-", - "phi_", - "granite", - "exaone", - "smollm3", - "lfm2", - "lfm-2", - "glm4-moe-lite", - "glm-4-moe-lite", - "glm-4.7-flash", - ] - private static func normalizedModelTypes(_ values: String?...) -> Set { Set( values.compactMap { diff --git a/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift b/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift index 765944b..da7a5b8 100644 --- a/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift +++ b/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift @@ -4,15 +4,18 @@ public struct ModelPreflightClassifier: Sendable { public var supportedLLMTypes: Set public var supportedVLMTypes: Set public var supportedEmbedderTypes: Set + public var turboQuantRuntimeCapabilities: PinesTurboQuantRuntimeCapabilityRegistry public init( supportedLLMTypes: Set = Self.defaultSupportedLLMTypes, supportedVLMTypes: Set = Self.defaultSupportedVLMTypes, - supportedEmbedderTypes: Set = Self.defaultSupportedEmbedderTypes + supportedEmbedderTypes: Set = Self.defaultSupportedEmbedderTypes, + turboQuantRuntimeCapabilities: PinesTurboQuantRuntimeCapabilityRegistry = .bundledFallback ) { self.supportedLLMTypes = supportedLLMTypes self.supportedVLMTypes = supportedVLMTypes self.supportedEmbedderTypes = supportedEmbedderTypes + self.turboQuantRuntimeCapabilities = turboQuantRuntimeCapabilities } public func classify(_ input: ModelPreflightInput) -> ModelPreflightResult { @@ -156,7 +159,8 @@ public struct ModelPreflightClassifier: Sendable { keyHeadDimension: headDimensions.key, valueHeadDimension: headDimensions.value, routedExperts: routedExperts, - expertsPerToken: expertsPerToken + expertsPerToken: expertsPerToken, + runtimeCapabilities: turboQuantRuntimeCapabilities ) { verification = .verified } else { @@ -306,7 +310,7 @@ public struct ModelPreflightClassifier: Sendable { if modelTypes.contains("mllama") || topology == .unsupported { return .unsupportedTopology } - guard modalities.contains(.text) else { return .none } + guard modalities == [.text] else { return .none } if modelTypes.contains("pixtral") { return .none } diff --git a/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift b/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift index 3b14e59..e219e5a 100644 --- a/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift +++ b/Sources/PinesCore/ModelHub/VerifiedModelFamilyManifest.swift @@ -15,9 +15,10 @@ public struct VerifiedModelFamilyManifest: Sendable { keyHeadDimension: Int?, valueHeadDimension: Int?, routedExperts: Int?, - expertsPerToken: Int? + expertsPerToken: Int?, + runtimeCapabilities: PinesTurboQuantRuntimeCapabilityRegistry = .bundledFallback ) -> Bool { - guard modalities.contains(.text) else { return false } + guard modalities == [.text] else { return false } guard turboQuantFamilySupport == .attentionKVFull || turboQuantFamilySupport == .hybridFull else { return false } @@ -29,7 +30,8 @@ public struct VerifiedModelFamilyManifest: Sendable { modelType: modelType, textConfigModelType: textConfigModelType, modalities: modalities, - familySupport: turboQuantFamilySupport + familySupport: turboQuantFamilySupport, + runtimeCapabilities: runtimeCapabilities ) else { return false } diff --git a/Sources/PinesCoreTestRunner/main.swift b/Sources/PinesCoreTestRunner/main.swift index a361428..e18d76c 100644 --- a/Sources/PinesCoreTestRunner/main.swift +++ b/Sources/PinesCoreTestRunner/main.swift @@ -184,7 +184,7 @@ struct PinesCoreTestRunner { tags: ["mlx", "gemma4", "any-to-any"] ) ) - try expectEqual(gemma4.verification, .verified) + try expectEqual(gemma4.verification, .installable) try expectEqual(gemma4.modalities, [.text, .vision]) let qwen35 = ModelPreflightClassifier().classify( diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index 493ff94..2627644 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -3501,9 +3501,13 @@ struct CoreContractTests { for spec in qwenTurboQuantProfileCases { let result = classifier.classify(spec.preflightInput) + let expectedFamilySupport: TurboQuantFamilySupport = + spec.modalities == [.text] ? .hybridFull : .none + let expectedVerification: ModelVerificationState = + spec.modalities == [.text] ? .verified : .installable #expect(result.repository == spec.repository) - #expect(result.verification == .verified) + #expect(result.verification == expectedVerification) #expect(result.modalities == spec.modalities) #expect(result.modelType == spec.modelType) #expect(result.processorClass == spec.processorClass) @@ -3511,7 +3515,7 @@ struct CoreContractTests { #expect(result.keyHeadDimension == spec.headDimension) #expect(result.valueHeadDimension == spec.headDimension) #expect(result.cacheTopology == .hybridAttentionAndNativeState) - #expect(result.turboQuantFamilySupport == .hybridFull) + #expect(result.turboQuantFamilySupport == expectedFamilySupport) #expect(result.estimatedBytes == spec.expectedDownloadBytes) #expect(result.reasons.isEmpty) @@ -3541,7 +3545,7 @@ struct CoreContractTests { #expect(roundTrippedInstall.keyHeadDimension == spec.headDimension) #expect(roundTrippedInstall.valueHeadDimension == spec.headDimension) #expect(roundTrippedInstall.cacheTopology == .hybridAttentionAndNativeState) - #expect(roundTrippedInstall.turboQuantFamilySupport == .hybridFull) + #expect(roundTrippedInstall.turboQuantFamilySupport == expectedFamilySupport) let hints = ModelRuntimeConfigurationHints.infer( repository: spec.repository, @@ -3708,6 +3712,64 @@ struct CoreContractTests { familySupport: .attentionKVFull ) ) + #expect( + !TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/Qwen3.5-0.8B-MLX-4bit", + modelType: nil, + textConfigModelType: nil, + modalities: [.text], + familySupport: .hybridFull + ) + ) + #expect( + !TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/Pixtral-12B-4bit", + modelType: "pixtral", + textConfigModelType: nil, + modalities: [.text, .vision], + familySupport: .attentionKVFull + ) + ) + #expect( + !TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/gemma-3n-E4B-it-4bit", + modelType: "gemma3n", + textConfigModelType: "gemma3n_text", + modalities: [.text, .vision], + familySupport: .attentionKVFull + ) + ) + #expect( + !TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/gemma-4-e2b-it-4bit", + modelType: "gemma4_assistant", + textConfigModelType: nil, + modalities: [.text], + familySupport: .attentionKVFull + ) + ) + } + + @Test + func preflightRequiresRuntimeCapabilityRegistryForVerifiedTurboQuantClaim() throws { + let classifier = ModelPreflightClassifier( + turboQuantRuntimeCapabilities: PinesTurboQuantRuntimeCapabilityRegistry(capabilities: []) + ) + let result = classifier.classify( + ModelPreflightInput( + repository: "mlx-community/Qwen2.5-Coder-3B-Instruct-4bit", + configJSON: Data(#"{"model_type":"qwen2","hidden_size":2048,"num_attention_heads":16}"#.utf8), + files: [ + ModelFileInfo(path: "config.json", size: 10_000), + ModelFileInfo(path: "tokenizer.json", size: 2_000_000), + ModelFileInfo(path: "model.safetensors", size: 1_000_000_000), + ], + tags: ["mlx", "4bit"] + ) + ) + + #expect(result.turboQuantFamilySupport == .attentionKVFull) + #expect(result.verification == .installable) } @Test @@ -3816,16 +3878,18 @@ struct CoreContractTests { for spec in gemmaTurboQuantProfileCases { let result = classifier.classify(spec.preflightInput) - let isPromotedFamily = [ - "gemma3", "gemma3_text", "gemma3n", "gemma4", "gemma4_text", "gemma4_assistant", - ] + let isPromotedFamily = [ + "gemma3", "gemma3_text", "gemma3n", "gemma4", "gemma4_text", "gemma4_assistant", + ] .contains(spec.modelType) + let expectedFamilySupport: TurboQuantFamilySupport = + spec.modalities == [.text] ? .attentionKVFull : .none #expect(result.repository == spec.repository) - let expectedVerification: ModelVerificationState = - spec.modelType == "gemma4_assistant" + let expectedVerification: ModelVerificationState = + spec.modelType == "gemma4_assistant" ? .experimental - : (isPromotedFamily ? .verified : .installable) + : (isPromotedFamily && spec.modalities == [.text] ? .verified : .installable) #expect(result.verification == expectedVerification) #expect(result.modalities == spec.modalities) #expect(result.modelType == spec.modelType) @@ -3834,7 +3898,7 @@ struct CoreContractTests { #expect(result.keyHeadDimension == spec.headDimension) #expect(result.valueHeadDimension == spec.headDimension) #expect(result.cacheTopology == spec.expectedCacheTopology) - #expect(result.turboQuantFamilySupport == .attentionKVFull) + #expect(result.turboQuantFamilySupport == expectedFamilySupport) #expect(result.estimatedBytes == spec.expectedDownloadBytes) #expect(result.reasons.isEmpty) @@ -3864,7 +3928,7 @@ struct CoreContractTests { #expect(roundTrippedInstall.keyHeadDimension == spec.headDimension) #expect(roundTrippedInstall.valueHeadDimension == spec.headDimension) #expect(roundTrippedInstall.cacheTopology == spec.expectedCacheTopology) - #expect(roundTrippedInstall.turboQuantFamilySupport == .attentionKVFull) + #expect(roundTrippedInstall.turboQuantFamilySupport == expectedFamilySupport) let hints = ModelRuntimeConfigurationHints.infer( repository: spec.repository, @@ -4194,11 +4258,9 @@ struct CoreContractTests { ModelPreflightInput( repository: repository, configJSON: Data(configJSON.utf8), - processorConfigJSON: #"{"processor_class":"Gemma3Processor"}"#.data(using: .utf8), files: [ ModelFileInfo(path: "model.safetensors"), ModelFileInfo(path: "tokenizer.json"), - ModelFileInfo(path: "processor_config.json"), ] ) ) diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 75a379c..21fb5ea 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -5,7 +5,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: - `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` -- `RNT56/mlx-swift-lm`: `31ffb314a01402e5b340fff1a19375a23d2710b9` +- `RNT56/mlx-swift-lm`: `709eaa580a2fccb738520d202a4e36949b54c36c` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -23,11 +23,11 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` - - `RNT56/mlx-swift-lm`: `31ffb314a01402e5b340fff1a19375a23d2710b9` + - `RNT56/mlx-swift-lm`: `709eaa580a2fccb738520d202a4e36949b54c36c` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, a tiled online fused decode path for admitted 64/80/96/112/128/192/240/256 head dimensions, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a raw-free physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a raw-free physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index a3ce129..bc70dce 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -16,7 +16,7 @@ "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "31ffb314a01402e5b340fff1a19375a23d2710b9", + "commit": "709eaa580a2fccb738520d202a4e36949b54c36c", "dirtyAtValidation": false }, "schemaSet": { @@ -234,16 +234,16 @@ "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", - "mlx-swift-lm 31ffb314a01402e5b340fff1a19375a23d2710b9 broadens typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone, SmolLM3, LFM2, and GLM4 MoE Lite families so default TurboQuant can run through the recoverable generation path instead of surfacing TurboQuantGenerationError.unsupportedModel.", - "No online iPhone-class real device was available in this workspace; devicectl listed GBU-12, an iPhone 15 Pro Max (iPhone16,2), as unavailable. Real-device profile evidence remains pending and product compatibility claims must stay evidence-gated.", + "mlx-swift-lm 709eaa580a2fccb738520d202a4e36949b54c36c exports a runtime TurboQuant capability registry and keeps typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families so Pines no longer infers runtime support from repository-name signals.", + "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-gates-passed-layout-v5-default", "pinnedMLXSwift": "260c8fb16df772b8c20295529fde958fffb66369", - "pinnedMLXSwiftLM": "31ffb314a01402e5b340fff1a19375a23d2710b9", - "compatibilityPairID": "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-31ffb314a01402e5b340fff1a19375a23d2710b9", + "pinnedMLXSwiftLM": "709eaa580a2fccb738520d202a4e36949b54c36c", + "compatibilityPairID": "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-709eaa580a2fccb738520d202a4e36949b54c36c", "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 2a82758..0ff2373 100644 --- a/project.yml +++ b/project.yml @@ -13,7 +13,7 @@ packages: revision: 260c8fb16df772b8c20295529fde958fffb66369 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 31ffb314a01402e5b340fff1a19375a23d2710b9 + revision: 709eaa580a2fccb738520d202a4e36949b54c36c SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From ea6f7000a5172db47923233e5235571f46bab843 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 00:40:03 +0200 Subject: [PATCH 29/80] Consolidate artifacts UI components --- Pines/Design/PinesDesignComponents.swift | 405 ++++++ .../Artifacts/ArtifactsRowsAndPanels.swift | 38 +- .../Artifacts/ArtifactsWorkspaceView.swift | 1181 ++++------------- 3 files changed, 690 insertions(+), 934 deletions(-) diff --git a/Pines/Design/PinesDesignComponents.swift b/Pines/Design/PinesDesignComponents.swift index 131525c..c293450 100644 --- a/Pines/Design/PinesDesignComponents.swift +++ b/Pines/Design/PinesDesignComponents.swift @@ -1947,6 +1947,411 @@ struct PinesActionBar: View { } } +struct PinesWorkspaceSwitcherItem: Identifiable, Hashable { + let id: String + let title: String + let subtitle: String + let systemImage: String +} + +struct PinesWorkspaceSwitcher: View { + @Environment(\.pinesTheme) private var theme + @Binding var selectionID: String + let items: [PinesWorkspaceSwitcherItem] + var onSelect: (PinesWorkspaceSwitcherItem) -> Void = { _ in } + + private static let labelMaxWidth: CGFloat = 236 + private static let labelMinWidth: CGFloat = 164 + private static let labelMinHeight: CGFloat = 46 + + private var selectedItem: PinesWorkspaceSwitcherItem { + items.first(where: { $0.id == selectionID }) ?? items[0] + } + + var body: some View { + Menu { + ForEach(items) { item in + Button { + selectionID = item.id + onSelect(item) + } label: { + Label(item.title, systemImage: item.id == selectionID ? "checkmark" : item.systemImage) + } + } + } label: { + pickerLabel(for: selectedItem) + } + .transaction { transaction in + transaction.animation = nil + } + } + + private func pickerLabel(for item: PinesWorkspaceSwitcherItem) -> some View { + let shape = RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) + return HStack(spacing: theme.spacing.xsmall) { + Image(systemName: item.systemImage) + .font(.system(size: 14, weight: .semibold)) + .frame(width: 18) + + VStack(alignment: .leading, spacing: 1) { + Text(item.title) + .font(theme.typography.callout.weight(.semibold)) + .lineLimit(1) + .minimumScaleFactor(0.82) + + Text(item.subtitle) + .font(theme.typography.caption) + .foregroundStyle(theme.colors.secondaryText) + .lineLimit(1) + .minimumScaleFactor(0.72) + } + .frame(maxWidth: .infinity, alignment: .leading) + + Image(systemName: "chevron.down") + .font(.system(size: 10, weight: .semibold)) + .padding(.leading, theme.spacing.xxsmall) + } + .foregroundStyle(theme.colors.accent) + .padding(.horizontal, theme.spacing.small) + .frame(minWidth: Self.labelMinWidth, maxWidth: Self.labelMaxWidth, alignment: .leading) + .frame(minHeight: Self.labelMinHeight, alignment: .leading) + .background(theme.colors.controlFill, in: shape) + .overlay { + shape.strokeBorder(theme.colors.controlBorder, lineWidth: theme.stroke.hairline) + } + .contentShape(shape) + } +} + +struct PinesMenuChip: View { + @Environment(\.pinesTheme) private var theme + let title: String + let systemImage: String + var tone: PinesCloudStatusTone = .neutral + + var body: some View { + Label { + Text(title) + .lineLimit(1) + .minimumScaleFactor(0.72) + .truncationMode(.middle) + } icon: { + Image(systemName: systemImage) + .font(.system(size: 12, weight: .semibold)) + } + .font(theme.typography.caption.weight(.semibold)) + .foregroundStyle(tone.color(in: theme)) + .padding(.horizontal, theme.spacing.small) + .padding(.vertical, theme.spacing.xsmall) + .frame(minHeight: 32) + .background(theme.colors.controlFill, in: RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous)) + .overlay { + RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) + .strokeBorder(tone.color(in: theme).opacity(0.24), lineWidth: theme.stroke.hairline) + } + } +} + +struct PinesWorkspaceTopBar: View { + @Environment(\.pinesTheme) private var theme + @ViewBuilder var leading: () -> Leading + @ViewBuilder var status: () -> Status + @ViewBuilder var actions: () -> Actions + @ViewBuilder var bottom: () -> Bottom + + init( + @ViewBuilder leading: @escaping () -> Leading, + @ViewBuilder status: @escaping () -> Status, + @ViewBuilder actions: @escaping () -> Actions, + @ViewBuilder bottom: @escaping () -> Bottom + ) { + self.leading = leading + self.status = status + self.actions = actions + self.bottom = bottom + } + + var body: some View { + VStack(alignment: .leading, spacing: theme.spacing.medium) { + HStack(alignment: .center, spacing: theme.spacing.small) { + leading() + + Spacer(minLength: theme.spacing.small) + + status() + + actions() + } + + bottom() + } + .padding(.horizontal, theme.spacing.large) + .padding(.vertical, theme.spacing.medium) + .background(theme.colors.chromeBackground) + .overlay(alignment: .bottom) { + Rectangle() + .fill(theme.colors.chromeBorder) + .frame(height: theme.stroke.hairline) + } + } +} + +extension PinesWorkspaceTopBar where Bottom == EmptyView { + init( + @ViewBuilder leading: @escaping () -> Leading, + @ViewBuilder status: @escaping () -> Status, + @ViewBuilder actions: @escaping () -> Actions + ) { + self.leading = leading + self.status = status + self.actions = actions + self.bottom = { EmptyView() } + } +} + +struct PinesComposerBar: View { + @Environment(\.pinesTheme) private var theme + var kind: PinesSurfaceKind = .chrome + var maxWidth: CGFloat? + var padding: CGFloat? + @ViewBuilder var supplementary: () -> Supplementary + @ViewBuilder var leading: () -> Leading + @ViewBuilder var field: () -> Field + @ViewBuilder var trailing: () -> Trailing + + init( + kind: PinesSurfaceKind = .chrome, + maxWidth: CGFloat? = nil, + padding: CGFloat? = nil, + @ViewBuilder supplementary: @escaping () -> Supplementary, + @ViewBuilder leading: @escaping () -> Leading, + @ViewBuilder field: @escaping () -> Field, + @ViewBuilder trailing: @escaping () -> Trailing + ) { + self.kind = kind + self.maxWidth = maxWidth + self.padding = padding + self.supplementary = supplementary + self.leading = leading + self.field = field + self.trailing = trailing + } + + var body: some View { + VStack(alignment: .leading, spacing: theme.spacing.small) { + supplementary() + + HStack(alignment: .bottom, spacing: theme.spacing.small) { + leading() + field() + trailing() + } + } + .frame(maxWidth: maxWidth ?? .infinity) + .pinesSurface(kind, padding: padding ?? theme.spacing.small) + } +} + +extension PinesComposerBar where Supplementary == EmptyView { + init( + kind: PinesSurfaceKind = .chrome, + maxWidth: CGFloat? = nil, + padding: CGFloat? = nil, + @ViewBuilder leading: @escaping () -> Leading, + @ViewBuilder field: @escaping () -> Field, + @ViewBuilder trailing: @escaping () -> Trailing + ) { + self.kind = kind + self.maxWidth = maxWidth + self.padding = padding + self.supplementary = { EmptyView() } + self.leading = leading + self.field = field + self.trailing = trailing + } +} + +enum PinesMessageBubbleRole: Equatable { + case system + case user + case assistant + case tool + + var title: String { + switch self { + case .system: + "System" + case .user: + "You" + case .assistant: + "Pines" + case .tool: + "Tool" + } + } + + func tint(in theme: PinesTheme) -> Color { + switch self { + case .system: + theme.colors.warning + case .user: + theme.colors.info + case .assistant: + theme.colors.accent + case .tool: + theme.colors.tertiaryText + } + } + + func bubbleFill(in theme: PinesTheme) -> AnyShapeStyle { + switch self { + case .system: + AnyShapeStyle(theme.colors.toolBubble) + case .user: + AnyShapeStyle(theme.colors.userBubble) + case .assistant: + AnyShapeStyle(theme.colors.assistantBubble) + case .tool: + AnyShapeStyle(theme.colors.toolBubble) + } + } + + func bubbleBorder(in theme: PinesTheme) -> Color { + switch self { + case .system: + theme.colors.warning.opacity(0.24) + case .user: + theme.colors.info.opacity(0.24) + case .assistant: + theme.colors.accent.opacity(0.24) + case .tool: + theme.colors.separator + } + } +} + +struct PinesMessageBubble: View { + @Environment(\.pinesTheme) private var theme + @Environment(\.accessibilityReduceMotion) private var reduceMotion + let role: PinesMessageBubbleRole + var title: String? + var isActive = false + var maxWidth: CGFloat? + var showsHeader = false + @ViewBuilder var content: () -> Content + + var body: some View { + let shape = RoundedRectangle(cornerRadius: theme.radius.sheet, style: .continuous) + VStack(alignment: .leading, spacing: theme.spacing.small) { + if showsHeader { + HStack(spacing: theme.spacing.xsmall) { + PinesStatusIndicator( + color: role.tint(in: theme), + isActive: isActive, + size: isActive ? 9 : 8 + ) + + Text(title ?? role.title) + .font(theme.typography.caption.weight(.semibold)) + .foregroundStyle(theme.colors.secondaryText) + .pinesFittingText() + } + } + + content() + } + .padding(theme.spacing.medium) + .frame(maxWidth: maxWidth ?? .infinity, alignment: .leading) + .background(role.bubbleFill(in: theme), in: shape) + .overlay { + shape.strokeBorder(role.bubbleBorder(in: theme), lineWidth: theme.stroke.hairline) + } + .shadow(color: theme.shadow.panelColor.opacity(role == .assistant ? 0.55 : 0.32), radius: theme.shadow.panelRadius * 0.25, x: 0, y: theme.shadow.panelY * 0.20) + .scaleEffect(isActive && !reduceMotion ? 1.006 : 1) + .animation(reduceMotion ? nil : theme.motion.fast, value: isActive) + .accessibilityElement(children: .combine) + } +} + +struct PinesCompactIconButton: View { + @Environment(\.pinesTheme) private var theme + let title: String + let systemImage: String + var role: ButtonRole? + var isDisabled = false + let action: () -> Void + + var body: some View { + Button(role: role, action: action) { + Image(systemName: systemImage) + .frame(width: 16, height: 16) + } + .disabled(isDisabled) + .buttonStyle(.plain) + .foregroundStyle(foregroundColor) + .frame(width: 30, height: 30) + .background(theme.colors.controlFill, in: RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous)) + .overlay { + RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) + .strokeBorder(theme.colors.controlBorder, lineWidth: theme.stroke.hairline) + } + .accessibilityLabel(title) + .help(title) + } + + private var foregroundColor: Color { + if isDisabled { + return theme.colors.disabledText + } + if role == .destructive { + return theme.colors.danger + } + return theme.colors.secondaryText + } +} + +struct PinesArtifactCard: View { + @Environment(\.pinesTheme) private var theme + var isSelected = false + var minHeight: CGFloat = 260 + var select: (() -> Void)? + @ViewBuilder var preview: () -> Preview + @ViewBuilder var details: () -> Details + @ViewBuilder var actions: () -> Actions + + init( + isSelected: Bool = false, + minHeight: CGFloat = 260, + select: (() -> Void)? = nil, + @ViewBuilder preview: @escaping () -> Preview, + @ViewBuilder details: @escaping () -> Details, + @ViewBuilder actions: @escaping () -> Actions + ) { + self.isSelected = isSelected + self.minHeight = minHeight + self.select = select + self.preview = preview + self.details = details + self.actions = actions + } + + var body: some View { + let shape = RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous) + VStack(alignment: .leading, spacing: theme.spacing.small) { + preview() + details() + actions() + } + .frame(maxWidth: .infinity, minHeight: minHeight, alignment: .topLeading) + .pinesSurface(isSelected ? .selected : .panel, padding: theme.spacing.small) + .contentShape(shape) + .onTapGesture { + select?() + } + .accessibilityElement(children: .contain) + } +} + struct PinesReadinessRing: View { @Environment(\.pinesTheme) private var theme @Environment(\.accessibilityReduceMotion) private var reduceMotion diff --git a/Pines/Views/Artifacts/ArtifactsRowsAndPanels.swift b/Pines/Views/Artifacts/ArtifactsRowsAndPanels.swift index 727d482..48d78eb 100644 --- a/Pines/Views/Artifacts/ArtifactsRowsAndPanels.swift +++ b/Pines/Views/Artifacts/ArtifactsRowsAndPanels.swift @@ -112,15 +112,10 @@ struct ArtifactsResourceRow: View { } struct ArtifactsResourceActionBar: View { - @Environment(\.pinesTheme) private var theme let actions: [ArtifactsResourceAction] - private var columns: [GridItem] { - [GridItem(.adaptive(minimum: 128), spacing: theme.spacing.xsmall)] - } - var body: some View { - LazyVGrid(columns: columns, alignment: .leading, spacing: theme.spacing.xsmall) { + PinesActionBar { ForEach(actions) { action in Button(action: action.perform) { Label(action.title, systemImage: action.systemImage) @@ -131,7 +126,6 @@ struct ArtifactsResourceActionBar: View { .pinesButtonStyle(action.kind, fillWidth: true) } } - .pinesSurface(.inset, padding: theme.spacing.xsmall) } } @@ -218,9 +212,13 @@ private struct ArtifactsGalleryCard: View { let select: () -> Void var body: some View { - VStack(alignment: .leading, spacing: theme.spacing.small) { + PinesArtifactCard( + isSelected: isSelected, + minHeight: 260, + select: select, + preview: { ArtifactsArtifactPreviewSurface(artifact: artifact, maxHeight: 170) - + }, details: { VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { Text(summary.title) .font(theme.typography.callout.weight(.semibold)) @@ -233,33 +231,17 @@ private struct ArtifactsGalleryCard: View { .foregroundStyle(theme.colors.secondaryText) .lineLimit(1) } - + }, actions: { HStack(spacing: theme.spacing.xsmall) { PinesStatusChip(status: summary.status, compact: true) Spacer(minLength: 0) if let url = artifact.galleryURL { - Button { + PinesCompactIconButton(title: "Open artifact", systemImage: "arrow.up.forward.app") { openURL(url) - } label: { - Label("Open", systemImage: "arrow.up.forward.app") - .labelStyle(.iconOnly) } - .buttonStyle(.borderless) - .accessibilityLabel("Open artifact") } } - } - .frame(maxWidth: .infinity, minHeight: 260, alignment: .topLeading) - .padding(theme.spacing.small) - .background(theme.colors.elevatedSurface, in: RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous)) - .overlay { - RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous) - .strokeBorder(isSelected ? theme.colors.accent.opacity(0.46) : theme.colors.controlBorder, lineWidth: isSelected ? theme.stroke.selected : theme.stroke.hairline) - } - .contentShape(Rectangle()) - .onTapGesture(perform: select) - .accessibilityElement(children: .combine) - .accessibilityAddTraits(.isButton) + }) } } diff --git a/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift b/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift index 715a0ef..264de80 100644 --- a/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift +++ b/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift @@ -2,12 +2,22 @@ import SwiftUI import PinesCore import UniformTypeIdentifiers +private extension ArtifactsWorkspaceMode { + static var workspaceSwitcherItems: [PinesWorkspaceSwitcherItem] { + allCases.map { mode in + PinesWorkspaceSwitcherItem( + id: mode.id, + title: mode.title, + subtitle: mode.subtitle, + systemImage: mode.systemImage + ) + } + } +} + struct ArtifactsWorkspaceView: View { - @Environment(\.horizontalSizeClass) private var horizontalSizeClass - @Environment(\.pinesTheme) private var theme @Environment(\.pinesServices) private var services @EnvironmentObject private var appModel: PinesAppModel - @EnvironmentObject private var settingsState: PinesSettingsState @EnvironmentObject private var providerState: PinesProviderLifecycleState @State private var mode: ArtifactsWorkspaceMode = .library @State private var providerScope: ArtifactsProviderScope = .all @@ -18,63 +28,9 @@ struct ArtifactsWorkspaceView: View { @State private var createReferenceArtifactID: String? @State private var requestedCreateKind: ArtifactsMediaKind? - private var lifecycleProviders: [CloudProviderConfiguration] { - settingsState.cloudProviders.pinesLifecycleProviders - } - var body: some View { NavigationStack { - Group { - switch mode { - case .research: - ArtifactsResearchWorkspace( - providerScope: providerScope, - selection: $selection, - pendingConfirmation: $pendingConfirmation, - exitResearch: { - mode = .library - selection = nil - } - ) - case .library: - ArtifactsLibraryWorkspace( - providerScope: $providerScope, - filter: $filter, - assetKind: $assetKind, - selection: $selection, - pendingConfirmation: $pendingConfirmation, - openCreate: { kind in - requestedCreateKind = kind - mode = .generate - selection = nil - }, - openResearch: { - mode = .research - selection = nil - }, - remixArtifact: { artifact in - createReferenceArtifactID = artifact.id - requestedCreateKind = .image - if let providerID = artifact.providerID { - providerScope = .provider(providerID) - } - mode = .generate - selection = .artifact(artifact.id) - } - ) - case .generate: - ArtifactsMediaWorkspace( - providerScope: $providerScope, - referenceArtifactID: $createReferenceArtifactID, - requestedKind: $requestedCreateKind, - selection: $selection, - pendingConfirmation: $pendingConfirmation, - openLibrary: { - mode = .library - } - ) - } - } + activeWorkspace .pinesAppBackground() .navigationTitle(mode == .research ? "Deep Research" : mode.title) .task { @@ -95,93 +51,12 @@ struct ArtifactsWorkspaceView: View { .accessibilityIdentifier("pines.screen.artifacts") } - private var workspaceHeader: some View { - let counts = ArtifactsWorkspaceDeriver.counts(state: providerState, scope: providerScope) - return VStack(alignment: .leading, spacing: theme.spacing.small) { - HStack(spacing: theme.spacing.small) { - Label("Provider resources", systemImage: "rectangle.stack") - .font(theme.typography.body.weight(.semibold)) - .foregroundStyle(theme.colors.primaryText) - .lineLimit(1) - .minimumScaleFactor(0.78) - - Spacer(minLength: theme.spacing.small) - - PinesStatusChip( - status: providerState.isRefreshingProviderLifecycle ? .running : .custom("\(counts.providerResources)", .accent), - compact: true - ) - } - - HStack(spacing: theme.spacing.xsmall) { - Menu { - ForEach(ArtifactsWorkspaceDeriver.providerScopes(from: lifecycleProviders)) { scope in - Button { - providerScope = scope - selection = nil - } label: { - if scope == providerScope { - Label(scope.title(providers: lifecycleProviders), systemImage: "checkmark") - } else { - Text(scope.title(providers: lifecycleProviders)) - } - } - } - } label: { - ArtifactsMenuPill( - title: providerScope.title(providers: lifecycleProviders), - systemImage: "cloud", - tone: .info - ) - } - - Menu { - ForEach(ArtifactsSort.allCases) { sort in - Button { - filter.sort = sort - } label: { - if sort == filter.sort { - Label(sort.title, systemImage: "checkmark") - } else { - Text(sort.title) - } - } - } - } label: { - ArtifactsMenuPill( - title: filter.sort.title, - systemImage: "arrow.up.arrow.down", - tone: .neutral - ) - } - - Spacer(minLength: theme.spacing.small) - - Text("\(counts.artifacts) artifacts") - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.secondaryText) - .monospacedDigit() - .lineLimit(1) - .minimumScaleFactor(0.72) - } - } - .pinesSurface(.panel, padding: theme.spacing.small) - } - - private var modeSwitcher: some View { - HStack(spacing: theme.spacing.small) { - ArtifactsWorkspaceModePicker(selection: $mode) { - selection = nil - } - Spacer(minLength: theme.spacing.small) - } - } - @ViewBuilder private var activeWorkspace: some View { switch mode { case .library: ArtifactsLibraryWorkspace( + mode: $mode, providerScope: $providerScope, filter: $filter, assetKind: $assetKind, @@ -208,6 +83,7 @@ struct ArtifactsWorkspaceView: View { ) case .generate: ArtifactsMediaWorkspace( + mode: $mode, providerScope: $providerScope, referenceArtifactID: $createReferenceArtifactID, requestedKind: $requestedCreateKind, @@ -219,35 +95,14 @@ struct ArtifactsWorkspaceView: View { ) case .research: ArtifactsResearchWorkspace( + mode: $mode, providerScope: providerScope, selection: $selection, - pendingConfirmation: $pendingConfirmation, - exitResearch: { - mode = .library - selection = nil - } + pendingConfirmation: $pendingConfirmation ) } } - @MainActor - private func refreshProviderStorage(_ provider: CloudProviderConfiguration) async { - do { - switch provider.kind { - case .openAI: - _ = try await appModel.refreshOpenAIProviderStorage(providerID: provider.id, services: services) - case .anthropic: - _ = try await appModel.refreshAnthropicProviderStorage(providerID: provider.id, services: services) - case .gemini: - _ = try await appModel.refreshGeminiProviderStorage(providerID: provider.id, services: services) - default: - throw InferenceError.invalidRequest("\(provider.kind.pinesLifecycleTitle) cloud copies are not supported here.") - } - } catch { - providerState.providerLifecycleError = error.localizedDescription - } - } - @ViewBuilder private func confirmationActions(_ confirmation: ArtifactsConfirmation) -> some View { switch confirmation { @@ -363,6 +218,7 @@ private struct ArtifactsLibraryWorkspace: View { @EnvironmentObject private var appModel: PinesAppModel @EnvironmentObject private var settingsState: PinesSettingsState @EnvironmentObject private var providerState: PinesProviderLifecycleState + @Binding var mode: ArtifactsWorkspaceMode @Binding var providerScope: ArtifactsProviderScope @Binding var filter: ArtifactsResourceFilter @Binding var assetKind: ArtifactsAssetKindFilter @@ -408,6 +264,7 @@ private struct ArtifactsLibraryWorkspace: View { var body: some View { VStack(spacing: 0) { ArtifactsLibraryTopBar( + mode: $mode, providerScope: $providerScope, filter: $filter, assetKind: $assetKind, @@ -509,6 +366,7 @@ private struct ArtifactsLibraryWorkspace: View { private struct ArtifactsLibraryTopBar: View { @Environment(\.pinesTheme) private var theme + @Binding var mode: ArtifactsWorkspaceMode @Binding var providerScope: ArtifactsProviderScope @Binding var filter: ArtifactsResourceFilter @Binding var assetKind: ArtifactsAssetKindFilter @@ -520,20 +378,27 @@ private struct ArtifactsLibraryTopBar: View { let openResearch: () -> Void var body: some View { - VStack(alignment: .leading, spacing: theme.spacing.medium) { - HStack(alignment: .center, spacing: theme.spacing.small) { - VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { - Text("Library") - .font(theme.typography.title.weight(.semibold)) - .foregroundStyle(theme.colors.primaryText) - Text("\(count) visible \(count == 1 ? "artifact" : "artifacts")") - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.secondaryText) - .monospacedDigit() - } - - Spacer(minLength: theme.spacing.small) - + PinesWorkspaceTopBar { + PinesWorkspaceSwitcher( + selectionID: modeSelectionID, + items: ArtifactsWorkspaceMode.workspaceSwitcherItems + ) { _ in + filter.query = "" + } + .accessibilityLabel("Artifacts workspace") + .accessibilityValue(mode.title) + .accessibilityIdentifier("pines.artifacts.workspace.mode") + } status: { + HStack(spacing: theme.spacing.small) { + Text("\(count) visible") + .font(theme.typography.caption.weight(.semibold)) + .foregroundStyle(theme.colors.secondaryText) + .monospacedDigit() + .lineLimit(1) + .minimumScaleFactor(0.72) + } + } actions: { + HStack(spacing: theme.spacing.small) { Button(action: openCreate) { Image(systemName: "sparkles") .frame(width: 18, height: 18) @@ -563,7 +428,7 @@ private struct ArtifactsLibraryTopBar: View { .accessibilityLabel("Refresh library") .help("Refresh") } - + } bottom: { TextField("Search reports, generated media, sources, or filenames", text: $filter.query) .textInputAutocapitalization(.never) .autocorrectionDisabled() @@ -584,7 +449,7 @@ private struct ArtifactsLibraryTopBar: View { } } } label: { - ArtifactsMenuPill(title: providerScope.title(providers: providers), systemImage: "cloud", tone: .info) + PinesMenuChip(title: providerScope.title(providers: providers), systemImage: "cloud", tone: .info) } Menu { @@ -596,53 +461,37 @@ private struct ArtifactsLibraryTopBar: View { } } } label: { - ArtifactsMenuPill(title: filter.sort.title, systemImage: "arrow.up.arrow.down", tone: .neutral) + PinesMenuChip(title: filter.sort.title, systemImage: "arrow.up.arrow.down", tone: .neutral) } } } - .padding(.horizontal, theme.spacing.large) - .padding(.vertical, theme.spacing.medium) - .background(.ultraThinMaterial) - .overlay(alignment: .bottom) { - Rectangle() - .fill(theme.colors.controlBorder) - .frame(height: theme.stroke.hairline) - } + } + + private var modeSelectionID: Binding { + Binding( + get: { mode.id }, + set: { id in + if let selected = ArtifactsWorkspaceMode(rawValue: id) { + mode = selected + } + } + ) } } private struct ArtifactsAssetKindSelector: View { - @Environment(\.pinesTheme) private var theme @Binding var selection: ArtifactsAssetKindFilter var body: some View { - ScrollView(.horizontal, showsIndicators: false) { - HStack(spacing: theme.spacing.xsmall) { - ForEach(ArtifactsAssetKindFilter.allCases) { kind in - Button { - selection = kind - } label: { - Label(kind.title, systemImage: kind.systemImage) - .font(theme.typography.caption.weight(.semibold)) - .lineLimit(1) - .padding(.horizontal, theme.spacing.small) - .padding(.vertical, theme.spacing.xsmall) - .frame(minHeight: 34) - .background( - selection == kind ? theme.colors.accent.opacity(0.16) : theme.colors.controlFill, - in: Capsule() - ) - .overlay { - Capsule() - .strokeBorder(selection == kind ? theme.colors.accent.opacity(0.42) : theme.colors.controlBorder, lineWidth: theme.stroke.hairline) - } - } - .buttonStyle(.plain) - .foregroundStyle(selection == kind ? theme.colors.primaryText : theme.colors.secondaryText) - .accessibilityLabel(kind.title) - } + Picker("Artifact type", selection: $selection) { + ForEach(ArtifactsAssetKindFilter.allCases) { kind in + Label(kind.title, systemImage: kind.systemImage) + .tag(kind) } } + .pickerStyle(.segmented) + .frame(maxWidth: 430) + .pinesSegmentedPickerChrome() } } @@ -654,6 +503,7 @@ private struct ArtifactsMediaWorkspace: View { @EnvironmentObject private var appModel: PinesAppModel @EnvironmentObject private var settingsState: PinesSettingsState @EnvironmentObject private var providerState: PinesProviderLifecycleState + @Binding var mode: ArtifactsWorkspaceMode @Binding var providerScope: ArtifactsProviderScope @Binding var referenceArtifactID: String? @Binding var requestedKind: ArtifactsMediaKind? @@ -720,6 +570,7 @@ private struct ArtifactsMediaWorkspace: View { var body: some View { VStack(spacing: 0) { ArtifactsCreateTopBar( + mode: $mode, providerName: provider?.displayName ?? "Choose provider", modelName: selectedModelLabel, isCreating: isCreating, @@ -1028,10 +879,14 @@ private struct ArtifactsAssetCard: View { let deleteArtifact: () -> Void var body: some View { - VStack(alignment: .leading, spacing: theme.spacing.small) { + PinesArtifactCard( + isSelected: isSelected, + minHeight: 292, + select: select, + preview: { ArtifactsArtifactPreviewSurface(artifact: asset.artifact, maxHeight: 190) .aspectRatio(asset.presentation == .report ? 1.18 : 1.08, contentMode: .fit) - + }, details: { VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { Text(asset.title) .font(theme.typography.callout.weight(.semibold)) @@ -1045,42 +900,21 @@ private struct ArtifactsAssetCard: View { .lineLimit(1) .truncationMode(.tail) } - + }, actions: { HStack(spacing: theme.spacing.xsmall) { PinesStatusChip(status: asset.status, compact: true) Spacer(minLength: 0) - iconButton("Open", systemImage: "arrow.up.forward.app", disabled: asset.artifact.galleryURL == nil) { + PinesCompactIconButton(title: "Open", systemImage: "arrow.up.forward.app", isDisabled: asset.artifact.galleryURL == nil) { if let url = asset.artifact.galleryURL { openURL(url) } } - iconButton("Import to Vault", systemImage: "square.and.arrow.down", disabled: !asset.artifact.isImportableToVault, action: importArtifact) - iconButton("Remix", systemImage: "wand.and.stars", disabled: !asset.artifact.isRemixableImageArtifact, action: remixArtifact) + PinesCompactIconButton(title: "Import to Vault", systemImage: "square.and.arrow.down", isDisabled: !asset.artifact.isImportableToVault, action: importArtifact) + PinesCompactIconButton(title: "Remix", systemImage: "wand.and.stars", isDisabled: !asset.artifact.isRemixableImageArtifact, action: remixArtifact) .help(asset.artifact.remixDisabledReason ?? "Remix") - iconButton("Delete local record", systemImage: "trash", disabled: false, action: deleteArtifact) + PinesCompactIconButton(title: "Delete local record", systemImage: "trash", role: .destructive, action: deleteArtifact) } - } - .frame(maxWidth: .infinity, minHeight: 292, alignment: .topLeading) - .padding(theme.spacing.small) - .background(theme.colors.elevatedSurface, in: RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous)) - .overlay { - RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous) - .strokeBorder(isSelected ? theme.colors.accent.opacity(0.52) : theme.colors.controlBorder, lineWidth: isSelected ? theme.stroke.selected : theme.stroke.hairline) - } - .contentShape(Rectangle()) - .onTapGesture(perform: select) - .accessibilityElement(children: .contain) - } - - private func iconButton(_ label: String, systemImage: String, disabled: Bool, action: @escaping () -> Void) -> some View { - Button(action: action) { - Image(systemName: systemImage) - .frame(width: 16, height: 16) - } - .disabled(disabled) - .buttonStyle(.borderless) - .accessibilityLabel(label) - .help(label) + }) } } @@ -1221,6 +1055,7 @@ private struct ArtifactsAssetInspector: View { private struct ArtifactsCreateTopBar: View { @Environment(\.pinesTheme) private var theme + @Binding var mode: ArtifactsWorkspaceMode let providerName: String let modelName: String let isCreating: Bool @@ -1229,57 +1064,63 @@ private struct ArtifactsCreateTopBar: View { let openLibrary: () -> Void var body: some View { - HStack(alignment: .center, spacing: theme.spacing.small) { - VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { - Text("Create") - .font(theme.typography.title.weight(.semibold)) - .foregroundStyle(theme.colors.primaryText) - Text("\(providerName) · \(modelName)") - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.secondaryText) - .lineLimit(1) - .truncationMode(.middle) - } - - Spacer(minLength: theme.spacing.small) + PinesWorkspaceTopBar { + PinesWorkspaceSwitcher( + selectionID: modeSelectionID, + items: ArtifactsWorkspaceMode.workspaceSwitcherItems + ) + .accessibilityLabel("Artifacts workspace") + .accessibilityValue(mode.title) + .accessibilityIdentifier("pines.artifacts.workspace.mode") + } status: { + Text("\(providerName) - \(modelName)") + .font(theme.typography.caption.weight(.semibold)) + .foregroundStyle(theme.colors.secondaryText) + .lineLimit(1) + .truncationMode(.middle) + } actions: { + HStack(spacing: theme.spacing.small) { + if isCreating { + ProgressView() + .frame(width: 34, height: 34) + } - if isCreating { - ProgressView() - .frame(width: 34, height: 34) - } + Button(action: newPrompt) { + Image(systemName: "plus") + .frame(width: 18, height: 18) + } + .pinesButtonStyle(.icon) + .accessibilityLabel("New create prompt") + .help("New") - Button(action: newPrompt) { - Image(systemName: "plus") - .frame(width: 18, height: 18) - } - .pinesButtonStyle(.icon) - .accessibilityLabel("New create prompt") - .help("New") + Button(action: openLibrary) { + Image(systemName: "rectangle.stack") + .frame(width: 18, height: 18) + } + .pinesButtonStyle(.icon) + .accessibilityLabel("Open library") + .help("Library") - Button(action: openLibrary) { - Image(systemName: "rectangle.stack") - .frame(width: 18, height: 18) + Button(action: openSettings) { + Image(systemName: "slider.horizontal.3") + .frame(width: 18, height: 18) + } + .pinesButtonStyle(.icon) + .accessibilityLabel("Create settings") + .help("Settings") } - .pinesButtonStyle(.icon) - .accessibilityLabel("Open library") - .help("Library") + } + } - Button(action: openSettings) { - Image(systemName: "slider.horizontal.3") - .frame(width: 18, height: 18) + private var modeSelectionID: Binding { + Binding( + get: { mode.id }, + set: { id in + if let selected = ArtifactsWorkspaceMode(rawValue: id) { + mode = selected + } } - .pinesButtonStyle(.icon) - .accessibilityLabel("Create settings") - .help("Settings") - } - .padding(.horizontal, theme.spacing.large) - .padding(.vertical, theme.spacing.medium) - .background(.ultraThinMaterial) - .overlay(alignment: .bottom) { - Rectangle() - .fill(theme.colors.controlBorder) - .frame(height: theme.stroke.hairline) - } + ) } } @@ -1299,7 +1140,10 @@ private struct ArtifactsCreateComposer: View { } var body: some View { - VStack(alignment: .leading, spacing: theme.spacing.medium) { + PinesComposerBar( + kind: .panel, + padding: theme.spacing.medium, + supplementary: { HStack(alignment: .center, spacing: theme.spacing.small) { ArtifactsMediaKindSelector(selection: $mediaKind) Spacer(minLength: theme.spacing.small) @@ -1331,13 +1175,14 @@ private struct ArtifactsCreateComposer: View { .pinesSurface(.inset, padding: theme.spacing.small) .transition(.opacity.combined(with: .move(edge: .top))) } - - HStack(alignment: .bottom, spacing: theme.spacing.small) { + }, leading: { + EmptyView() + }, field: { TextField(promptPlaceholder, text: $prompt, axis: .vertical) .lineLimit(4...9) .accessibilityIdentifier("pines.artifacts.media.prompt") .pinesFieldChrome() - + }, trailing: { Button(action: create) { Image(systemName: isCreating ? "hourglass" : "paperplane.fill") .frame(width: 20, height: 20) @@ -1346,9 +1191,7 @@ private struct ArtifactsCreateComposer: View { .accessibilityIdentifier("pines.artifacts.media.create") .accessibilityLabel(referenceArtifact == nil ? "Create artifact" : "Remix artifact") .pinesButtonStyle(.primary) - } - } - .pinesSurface(.panel, padding: theme.spacing.medium) + }) .animation(.easeInOut(duration: 0.18), value: referenceArtifact?.id) } @@ -1509,10 +1352,14 @@ private struct ArtifactsCreateOutputCard: View { } var body: some View { - VStack(alignment: .leading, spacing: theme.spacing.small) { + PinesArtifactCard( + isSelected: isSelected, + minHeight: 268, + select: select, + preview: { ArtifactsArtifactPreviewSurface(artifact: artifact, maxHeight: 160) .aspectRatio(1.12, contentMode: .fit) - + }, details: { Text(artifact.fileName ?? artifact.kind.readableArtifactKind) .font(theme.typography.callout.weight(.semibold)) .foregroundStyle(theme.colors.primaryText) @@ -1523,39 +1370,19 @@ private struct ArtifactsCreateOutputCard: View { .font(theme.typography.caption.weight(.semibold)) .foregroundStyle(theme.colors.secondaryText) .lineLimit(1) - + }, actions: { HStack(spacing: theme.spacing.xsmall) { - outputButton("Open", systemImage: "arrow.up.forward.app", disabled: artifact.galleryURL == nil) { + PinesCompactIconButton(title: "Open", systemImage: "arrow.up.forward.app", isDisabled: artifact.galleryURL == nil) { if let url = artifact.galleryURL { openURL(url) } } - outputButton("Refresh", systemImage: "arrow.clockwise", disabled: !isOperation, action: refreshArtifact) - outputButton("Cancel", systemImage: "xmark", disabled: !isOperation, action: cancelArtifact) - outputButton("Download", systemImage: "arrow.down.circle", disabled: !canDownload, action: downloadArtifact) - outputButton("Delete", systemImage: "trash", disabled: false, action: deleteArtifact) + PinesCompactIconButton(title: "Refresh", systemImage: "arrow.clockwise", isDisabled: !isOperation, action: refreshArtifact) + PinesCompactIconButton(title: "Cancel", systemImage: "xmark", role: .destructive, isDisabled: !isOperation, action: cancelArtifact) + PinesCompactIconButton(title: "Download", systemImage: "arrow.down.circle", isDisabled: !canDownload, action: downloadArtifact) + PinesCompactIconButton(title: "Delete", systemImage: "trash", role: .destructive, action: deleteArtifact) } - } - .frame(maxWidth: .infinity, minHeight: 268, alignment: .topLeading) - .padding(theme.spacing.small) - .background(theme.colors.elevatedSurface, in: RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous)) - .overlay { - RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous) - .strokeBorder(isSelected ? theme.colors.accent.opacity(0.52) : theme.colors.controlBorder, lineWidth: isSelected ? theme.stroke.selected : theme.stroke.hairline) - } - .contentShape(Rectangle()) - .onTapGesture(perform: select) - } - - private func outputButton(_ title: String, systemImage: String, disabled: Bool, action: @escaping () -> Void) -> some View { - Button(action: action) { - Image(systemName: systemImage) - .frame(width: 16, height: 16) - } - .disabled(disabled) - .buttonStyle(.borderless) - .accessibilityLabel(title) - .help(title) + }) } } @@ -1670,21 +1497,29 @@ private struct ArtifactsFilesWorkspace: View { private var fileActions: some View { if case .file(let id) = selection, let file = providerState.providerFiles.first(where: { $0.id == id }) { PinesCardSection("Cloud Copy Actions", subtitle: "These operate on the cloud copy, not local Vault source files.", systemImage: "ellipsis.circle") { - HStack(spacing: theme.spacing.small) { - Button("Refresh") { + PinesAdaptiveButtonRow { + Button { Task { await refreshFile(file) } + } label: { + Label("Refresh", systemImage: "arrow.clockwise") } - .buttonStyle(.borderless) + .pinesButtonStyle(.secondary, fillWidth: true) + if file.providerKind == .anthropic { - Button("Download as artifact") { + Button { Task { await downloadFile(file) } + } label: { + Label("Download as artifact", systemImage: "square.and.arrow.down") } - .buttonStyle(.borderless) + .pinesButtonStyle(.secondary, fillWidth: true) } - Button("Delete provider file", role: .destructive) { + + Button(role: .destructive) { pendingConfirmation = .deleteProviderFile(file) + } label: { + Label("Delete provider file", systemImage: "trash") } - .buttonStyle(.borderless) + .pinesButtonStyle(.destructive, fillWidth: true) } } } @@ -1855,15 +1690,20 @@ private struct ArtifactsContextWorkspace: View { if case .cache(let id) = selection, let cache = providerState.providerCaches.first(where: { $0.id == id }) { PinesCardSection("Reusable Context Actions", subtitle: "Refresh or remove the cloud context separately from local data.", systemImage: "ellipsis.circle") { - HStack(spacing: theme.spacing.small) { - Button("Refresh") { + PinesAdaptiveButtonRow { + Button { Task { await refreshCache(cache) } + } label: { + Label("Refresh", systemImage: "arrow.clockwise") } - .buttonStyle(.borderless) - Button("Delete cloud context", role: .destructive) { + .pinesButtonStyle(.secondary, fillWidth: true) + + Button(role: .destructive) { pendingConfirmation = .deleteProviderCache(cache) + } label: { + Label("Delete cloud context", systemImage: "trash") } - .buttonStyle(.borderless) + .pinesButtonStyle(.destructive, fillWidth: true) } } } @@ -1998,20 +1838,28 @@ private struct ArtifactsBatchesWorkspace: View { if case .batch(let id) = selection, let batch = providerState.providerBatches.first(where: { $0.id == id }) { PinesCardSection("Batch Actions", subtitle: "Cancel running jobs or import terminal result artifacts where supported.", systemImage: "ellipsis.circle") { - HStack(spacing: theme.spacing.small) { - Button("Refresh") { + PinesAdaptiveButtonRow { + Button { Task { await refreshBatch(batch) } + } label: { + Label("Refresh", systemImage: "arrow.clockwise") } - .buttonStyle(.borderless) - Button("Cancel", role: .destructive) { + .pinesButtonStyle(.secondary, fillWidth: true) + + Button(role: .destructive) { pendingConfirmation = .cancelBatch(batch) + } label: { + Label("Cancel", systemImage: "xmark") } - .buttonStyle(.borderless) + .pinesButtonStyle(.destructive, fillWidth: true) .disabled(batch.status.providerIsTerminal) - Button("Import results") { + + Button { Task { await importResults(batch) } + } label: { + Label("Import results", systemImage: "square.and.arrow.down") } - .buttonStyle(.borderless) + .pinesButtonStyle(.secondary, fillWidth: true) .disabled(!batch.status.providerIsTerminal) } } @@ -2099,10 +1947,10 @@ private struct ArtifactsResearchWorkspace: View { @EnvironmentObject private var appModel: PinesAppModel @EnvironmentObject private var settingsState: PinesSettingsState @EnvironmentObject private var providerState: PinesProviderLifecycleState + @Binding var mode: ArtifactsWorkspaceMode let providerScope: ArtifactsProviderScope @Binding var selection: ArtifactsSelection? @Binding var pendingConfirmation: ArtifactsConfirmation? - let exitResearch: () -> Void @State private var prompt = "" @State private var modelID = "gpt-5.5-pro" @State private var depth: OpenAIDeepResearchDepth = .standard @@ -2148,10 +1996,10 @@ private struct ArtifactsResearchWorkspace: View { var body: some View { ArtifactsResearchChatWorkspace( + mode: $mode, providerScope: providerScope, selection: $selection, - pendingConfirmation: $pendingConfirmation, - exitResearch: exitResearch + pendingConfirmation: $pendingConfirmation ) } @@ -2210,13 +2058,14 @@ private struct ArtifactsResearchWorkspace: View { private var researchEmptyTranscript: some View { VStack(alignment: .leading, spacing: theme.spacing.small) { - ArtifactsResearchBubble( - role: .agent, - title: provider?.displayName ?? "Deep Research", - text: provider == nil + PinesMessageBubble(role: .assistant, title: provider?.displayName ?? "Deep Research", showsHeader: true) { + Text(provider == nil ? "Choose an OpenAI or Gemini provider to start a research chat." - : "Ask a research question to start." - ) + : "Ask a research question to start.") + .font(theme.typography.body) + .foregroundStyle(theme.colors.primaryText) + .fixedSize(horizontal: false, vertical: true) + } } .frame(maxWidth: .infinity, alignment: .leading) } @@ -2229,42 +2078,44 @@ private struct ArtifactsResearchWorkspace: View { } return VStack(alignment: .leading, spacing: theme.spacing.medium) { - ArtifactsResearchBubble(role: .user, title: "You", text: run.prompt) + PinesMessageBubble(role: .user, title: "You", maxWidth: 640, showsHeader: true) { + Text(run.prompt) + .font(theme.typography.body) + .foregroundStyle(theme.colors.primaryText) + .fixedSize(horizontal: false, vertical: true) + } ForEach(events) { event in - ArtifactsResearchBubble( - role: .agent, - title: event.title, - text: event.detail, - systemImage: event.systemImage, - tone: event.tone - ) + PinesMessageBubble(role: .assistant, title: event.title, showsHeader: true) { + Text(event.detail) + .font(theme.typography.body) + .foregroundStyle(theme.colors.primaryText) + .fixedSize(horizontal: false, vertical: true) + } } if !sources.isEmpty { - ArtifactsResearchSourcesMessage(sources: sources) + ArtifactsResearchProgressList(events: [], sources: sources) } if let finalReport { - ArtifactsResearchReportPreview(artifact: finalReport) { + ArtifactsResearchFinalReportMessage(artifact: finalReport) { selection = .artifact(finalReport.id) } } else if run.status.providerIsTerminal { - ArtifactsResearchBubble( - role: .agent, - title: "Finished", - text: run.lastError ?? "The run completed without a saved report artifact.", - systemImage: run.lastError == nil ? "checkmark.circle" : "exclamationmark.triangle", - tone: run.lastError == nil ? .success : .warning - ) + PinesMessageBubble(role: .assistant, title: "Finished", showsHeader: true) { + Text(run.lastError ?? "The run completed without a saved report artifact.") + .font(theme.typography.body) + .foregroundStyle(run.lastError == nil ? theme.colors.primaryText : theme.colors.danger) + .fixedSize(horizontal: false, vertical: true) + } } else { - ArtifactsResearchBubble( - role: .agent, - title: "Working", - text: "I'll keep this thread updated as searches, sources, and report output arrive.", - systemImage: "ellipsis.message", - tone: .info - ) + PinesMessageBubble(role: .assistant, title: "Working", isActive: true, showsHeader: true) { + Text("I'll keep this thread updated as searches, sources, and report output arrive.") + .font(theme.typography.body) + .foregroundStyle(theme.colors.primaryText) + .fixedSize(horizontal: false, vertical: true) + } } } } @@ -2541,10 +2392,10 @@ private struct ArtifactsResearchChatWorkspace: View { @EnvironmentObject private var appModel: PinesAppModel @EnvironmentObject private var settingsState: PinesSettingsState @EnvironmentObject private var providerState: PinesProviderLifecycleState + @Binding var mode: ArtifactsWorkspaceMode let providerScope: ArtifactsProviderScope @Binding var selection: ArtifactsSelection? @Binding var pendingConfirmation: ArtifactsConfirmation? - let exitResearch: () -> Void @State private var prompt = "" @State private var followUpPrompt = "" @State private var modelID = "gpt-5.5" @@ -2617,7 +2468,6 @@ private struct ArtifactsResearchChatWorkspace: View { var body: some View { VStack(spacing: 0) { researchTopBar - Divider().overlay(theme.colors.separator) if let error = providerState.providerLifecycleError { ArtifactsErrorBanner(message: error) .padding(.horizontal, theme.spacing.large) @@ -2651,16 +2501,17 @@ private struct ArtifactsResearchChatWorkspace: View { } private var researchTopBar: some View { - HStack(alignment: .center, spacing: theme.spacing.small) { - Button { - exitResearch() - } label: { - Label("Artifacts", systemImage: "chevron.left") - .labelStyle(.titleAndIcon) - .lineLimit(1) + PinesWorkspaceTopBar { + HStack(alignment: .center, spacing: theme.spacing.small) { + PinesWorkspaceSwitcher( + selectionID: modeSelectionID, + items: ArtifactsWorkspaceMode.workspaceSwitcherItems + ) { _ in + selection = nil } - .pinesButtonStyle(.secondary) - .accessibilityLabel("Back to artifacts") + .accessibilityLabel("Artifacts workspace") + .accessibilityValue(mode.title) + .accessibilityIdentifier("pines.artifacts.workspace.mode") VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { Text(selectedThread?.title ?? "Deep Research") @@ -2675,9 +2526,11 @@ private struct ArtifactsResearchChatWorkspace: View { .lineLimit(1) .truncationMode(.middle) } - - Spacer(minLength: theme.spacing.small) - + } + } status: { + EmptyView() + } actions: { + HStack(spacing: theme.spacing.small) { Button { startNewThread() } label: { @@ -2699,9 +2552,18 @@ private struct ArtifactsResearchChatWorkspace: View { .accessibilityLabel("Research history") .accessibilityIdentifier("pines.artifacts.research.history") } - .padding(.horizontal, theme.spacing.large) - .padding(.vertical, theme.spacing.small) - .background(theme.colors.contentBackground.opacity(0.92)) + } + } + + private var modeSelectionID: Binding { + Binding( + get: { mode.id }, + set: { id in + if let selected = ArtifactsWorkspaceMode(rawValue: id) { + mode = selected + } + } + ) } private var researchSubtitle: String { @@ -2782,8 +2644,12 @@ private struct ArtifactsResearchChatWorkspace: View { } private var researchComposer: some View { - VStack(spacing: theme.spacing.small) { - if let clarificationDraft { + PinesComposerBar( + kind: .chrome, + maxWidth: 860, + padding: theme.spacing.small, + supplementary: { + if let clarificationDraft { ArtifactsResearchClarificationPanel( draft: clarificationDraft, answers: $clarificationAnswers, @@ -2810,17 +2676,16 @@ private struct ArtifactsResearchChatWorkspace: View { ) .transition(.opacity.combined(with: .move(edge: .bottom))) } - - HStack(alignment: .bottom, spacing: theme.spacing.small) { - researchSettingsButton - + }, leading: { + researchSettingsButton + }, field: { TextField(selectedThread == nil ? "Ask a research question" : "Ask a follow-up", text: composerText, axis: .vertical) .lineLimit(1...6) .focused($isComposerFocused) .textInputAutocapitalization(.sentences) .accessibilityIdentifier(selectedThread == nil ? "pines.artifacts.research.prompt" : "pines.artifacts.research.follow-up") .pinesFieldChrome() - + }, trailing: { Button { Task { await commitComposer() } } label: { @@ -2831,13 +2696,11 @@ private struct ArtifactsResearchChatWorkspace: View { .accessibilityIdentifier(selectedThread == nil ? "pines.artifacts.research.start" : "pines.artifacts.research.follow-up.send") .pinesButtonStyle(.primary) .accessibilityLabel(selectedThread == nil ? "Start research" : "Send follow-up") - } - } + }) .padding(.horizontal, theme.spacing.large) .padding(.vertical, theme.spacing.small) - .frame(maxWidth: 860) .frame(maxWidth: .infinity) - .background(.regularMaterial) + .background(theme.colors.chromeBackground) } private var researchSettingsButton: some View { @@ -3199,7 +3062,7 @@ private struct ArtifactsResearchRunExchange: View { var body: some View { VStack(alignment: .leading, spacing: theme.spacing.medium) { - ArtifactsResearchChatBubble(role: .user) { + PinesMessageBubble(role: .user, maxWidth: 640) { Text(run.researchDisplayPrompt) .font(theme.typography.body) .foregroundStyle(theme.colors.primaryText) @@ -3207,7 +3070,7 @@ private struct ArtifactsResearchRunExchange: View { } .frame(maxWidth: .infinity, alignment: .trailing) - ArtifactsResearchChatBubble(role: .agent) { + PinesMessageBubble(role: .assistant, isActive: !run.status.providerIsTerminal) { VStack(alignment: .leading, spacing: theme.spacing.medium) { assistantHeader ArtifactsResearchProgressList(events: events, sources: sources) @@ -3276,46 +3139,6 @@ private struct ArtifactsResearchRunExchange: View { } } -private enum ArtifactsResearchChatRole { - case user - case agent -} - -private struct ArtifactsResearchChatBubble: View { - @Environment(\.pinesTheme) private var theme - let role: ArtifactsResearchChatRole - @ViewBuilder var content: Content - - var body: some View { - content - .padding(theme.spacing.medium) - .frame(maxWidth: role == .user ? 640 : .infinity, alignment: .leading) - .background(background, in: RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous)) - .overlay { - RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous) - .strokeBorder(border, lineWidth: theme.stroke.hairline) - } - } - - private var background: Color { - switch role { - case .user: - theme.colors.userBubble.opacity(0.92) - case .agent: - theme.colors.assistantBubble.opacity(0.88) - } - } - - private var border: Color { - switch role { - case .user: - theme.colors.accent.opacity(0.22) - case .agent: - theme.colors.controlBorder - } - } -} - private struct ArtifactsResearchProgressList: View { @Environment(\.pinesTheme) private var theme let events: [ArtifactsResearchTimelineEvent] @@ -3756,473 +3579,19 @@ private struct ArtifactsCapabilitiesWorkspace: View { } } -private struct ArtifactsMenuPill: View { - @Environment(\.pinesTheme) private var theme - let title: String - let systemImage: String - var tone: PinesCloudStatusTone = .neutral - - var body: some View { - Label { - Text(title) - .lineLimit(1) - .minimumScaleFactor(0.72) - .truncationMode(.middle) - } icon: { - Image(systemName: systemImage) - .font(.system(size: 12, weight: .semibold)) - } - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(tone.color(in: theme)) - .padding(.horizontal, theme.spacing.small) - .padding(.vertical, theme.spacing.xsmall) - .frame(minHeight: 32) - .background(theme.colors.controlFill, in: RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous)) - .overlay { - RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) - .strokeBorder(tone.color(in: theme).opacity(0.24), lineWidth: theme.stroke.hairline) - } - } -} - -private struct ArtifactsWorkspaceModePicker: View { - @Environment(\.pinesTheme) private var theme - @Binding var selection: ArtifactsWorkspaceMode - let onSelect: () -> Void - private static let labelWidth: CGFloat = 264 - private static let labelMinHeight: CGFloat = 52 - - var body: some View { - Menu { - ForEach(ArtifactsWorkspaceMode.allCases) { mode in - Button { - selection = mode - onSelect() - } label: { - if mode == selection { - Label(mode.title, systemImage: "checkmark") - } else { - Label(mode.title, systemImage: mode.systemImage) - } - } - } - } label: { - pickerLabel - } - .accessibilityLabel("Artifacts workspace") - .accessibilityValue(selection.title) - .accessibilityIdentifier("pines.artifacts.workspace.mode") - .transaction { transaction in - transaction.animation = nil - } - } - - private var pickerLabel: some View { - let shape = Capsule() - return HStack(spacing: theme.spacing.xsmall) { - Image(systemName: selection.systemImage) - .font(.system(size: 14, weight: .semibold)) - .frame(width: 18) - VStack(alignment: .leading, spacing: 1) { - Text(selection.title) - .font(theme.typography.callout.weight(.semibold)) - .lineLimit(1) - .minimumScaleFactor(0.82) - Text(selection.subtitle) - .font(theme.typography.caption) - .foregroundStyle(theme.colors.secondaryText) - .lineLimit(1) - .minimumScaleFactor(0.72) - } - .frame(maxWidth: .infinity, alignment: .leading) - Image(systemName: "chevron.down") - .font(.system(size: 10, weight: .semibold)) - .padding(.leading, theme.spacing.xxsmall) - } - .foregroundStyle(theme.colors.accent) - .padding(.horizontal, theme.spacing.medium) - .frame(width: Self.labelWidth, alignment: .leading) - .frame(minHeight: Self.labelMinHeight, alignment: .leading) - .background(pickerBackgroundStyle, in: shape) - .overlay { - shape.strokeBorder(pickerBorderStyle, lineWidth: theme.stroke.hairline) - } - .overlay { - shape - .strokeBorder(theme.colors.surfaceHighlight.opacity(0.68), lineWidth: theme.stroke.hairline) - .blendMode(.plusLighter) - } - .shadow(color: theme.shadow.panelColor.opacity(theme.colorScheme == .dark ? 0.12 : 0.18), radius: theme.shadow.panelRadius * 0.22, x: 0, y: theme.shadow.panelY * 0.16) - .contentShape(shape) - } - - private var pickerBackgroundStyle: AnyShapeStyle { - AnyShapeStyle( - LinearGradient( - colors: [ - theme.colors.elevatedSurface.opacity(theme.colorScheme == .dark ? 0.92 : 0.96), - theme.colors.controlFill.opacity(0.86), - theme.colors.accentSoft.opacity(0.56), - ], - startPoint: .topLeading, - endPoint: .bottomTrailing - ) - ) - } - - private var pickerBorderStyle: AnyShapeStyle { - AnyShapeStyle( - LinearGradient( - colors: [ - theme.colors.accent.opacity(theme.colorScheme == .dark ? 0.46 : 0.34), - theme.colors.controlBorder.opacity(0.94), - theme.colors.surfaceHighlight.opacity(theme.colorScheme == .dark ? 0.28 : 0.72), - ], - startPoint: .topLeading, - endPoint: .bottomTrailing - ) - ) - } -} - -private enum ArtifactsResearchBubbleRole: Equatable { - case user - case agent - - var systemImage: String { - switch self { - case .user: "person.crop.circle" - case .agent: "sparkles" - } - } -} - -private struct ArtifactsResearchBubble: View { - @Environment(\.pinesTheme) private var theme - let role: ArtifactsResearchBubbleRole - let title: String - let text: String - var systemImage: String? - var tone: PinesCloudStatusTone? - - var body: some View { - HStack(alignment: .top, spacing: theme.spacing.small) { - Image(systemName: systemImage ?? role.systemImage) - .font(.system(size: 14, weight: .semibold)) - .foregroundStyle(iconColor) - .frame(width: 24, height: 24) - .background(theme.colors.controlFill, in: Circle()) - - VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { - Text(title) - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.secondaryText) - Text(text) - .font(theme.typography.body) - .foregroundStyle(theme.colors.primaryText) - .fixedSize(horizontal: false, vertical: true) - } - } - .frame(maxWidth: .infinity, alignment: .leading) - .padding(theme.spacing.small) - .background(role == .user ? theme.colors.accentSoft.opacity(0.62) : theme.colors.controlFill, in: RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous)) - .overlay { - RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous) - .strokeBorder(role == .user ? theme.colors.accent.opacity(0.22) : theme.colors.controlBorder, lineWidth: theme.stroke.hairline) - } - } - - private var iconColor: Color { - if let tone { - return tone.color(in: theme) - } - return role == .user ? theme.colors.accent : theme.colors.success - } -} - -private struct ArtifactsResearchTimeline: View { - @Environment(\.pinesTheme) private var theme - let events: [ArtifactsResearchTimelineEvent] - - var body: some View { - VStack(alignment: .leading, spacing: theme.spacing.xsmall) { - Text("Activity") - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.secondaryText) - - ForEach(events) { event in - HStack(alignment: .top, spacing: theme.spacing.small) { - Image(systemName: event.systemImage) - .font(.system(size: 13, weight: .semibold)) - .foregroundStyle(event.tone.color(in: theme)) - .frame(width: 22, height: 22) - .background(theme.colors.controlFill, in: Circle()) - - VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { - Text(event.title) - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.primaryText) - .lineLimit(1) - Text(event.detail) - .font(theme.typography.caption) - .foregroundStyle(theme.colors.secondaryText) - .lineLimit(3) - .fixedSize(horizontal: false, vertical: true) - } - Spacer(minLength: 0) - } - .padding(.vertical, theme.spacing.xxsmall) - } - } - .pinesSurface(.inset, padding: theme.spacing.small) - } -} - -private struct ArtifactsResearchActivityDisclosure: View { - @Environment(\.pinesTheme) private var theme - let events: [ArtifactsResearchTimelineEvent] - let sources: [ArtifactsResearchSource] - @Binding var isExpanded: Bool - - var body: some View { - DisclosureGroup(isExpanded: $isExpanded) { - VStack(alignment: .leading, spacing: theme.spacing.small) { - ArtifactsResearchTimeline(events: events) - ArtifactsResearchSourcesPanel(sources: sources) - } - .padding(.top, theme.spacing.xsmall) - } label: { - HStack(spacing: theme.spacing.xsmall) { - Label("Research Activity", systemImage: "safari") - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.secondaryText) - Spacer(minLength: theme.spacing.small) - Text("\(sources.count) sources") - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.tertiaryText) - .monospacedDigit() - } - } - .pinesSurface(.inset, padding: theme.spacing.small) - } -} - -private struct ArtifactsResearchSourcesPanel: View { - @Environment(\.pinesTheme) private var theme - let sources: [ArtifactsResearchSource] - - var body: some View { - VStack(alignment: .leading, spacing: theme.spacing.xsmall) { - HStack { - Text("Sources") - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.secondaryText) - Spacer() - Text("\(sources.count)") - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.tertiaryText) - .monospacedDigit() - } - - if sources.isEmpty { - Text("No captured sources yet.") - .font(theme.typography.caption) - .foregroundStyle(theme.colors.secondaryText) - .frame(maxWidth: .infinity, alignment: .leading) - .padding(.vertical, theme.spacing.xsmall) - } else { - ForEach(sources.prefix(12)) { source in - sourceRow(source) - } - } - } - .pinesSurface(.inset, padding: theme.spacing.small) - } - - @ViewBuilder - private func sourceRow(_ source: ArtifactsResearchSource) -> some View { - let row = HStack(alignment: .top, spacing: theme.spacing.small) { - Image(systemName: source.systemImage) - .font(.system(size: 13, weight: .semibold)) - .foregroundStyle(source.tone.color(in: theme)) - .frame(width: 20) - VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { - Text(source.title) - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.primaryText) - .lineLimit(2) - Text(source.url ?? source.detail) - .font(theme.typography.caption) - .foregroundStyle(theme.colors.secondaryText) - .lineLimit(1) - .truncationMode(.middle) - } - Spacer(minLength: 0) - } - .padding(.vertical, theme.spacing.xxsmall) - - if let urlString = source.url, let url = URL(string: urlString) { - Link(destination: url) { row } - } else { - row - } - } -} - -private struct ArtifactsResearchSourcesMessage: View { - @Environment(\.pinesTheme) private var theme - let sources: [ArtifactsResearchSource] - - var body: some View { - VStack(alignment: .leading, spacing: theme.spacing.small) { - HStack(spacing: theme.spacing.xsmall) { - Label("Sources", systemImage: "quote.bubble") - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.secondaryText) - Spacer(minLength: theme.spacing.small) - Text("\(sources.count)") - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.tertiaryText) - .monospacedDigit() - } - - ForEach(sources.prefix(6)) { source in - sourceRow(source) - } - } - .pinesSurface(.inset, padding: theme.spacing.small) - } - - @ViewBuilder - private func sourceRow(_ source: ArtifactsResearchSource) -> some View { - let row = HStack(alignment: .top, spacing: theme.spacing.small) { - Image(systemName: source.systemImage) - .font(.system(size: 13, weight: .semibold)) - .foregroundStyle(source.tone.color(in: theme)) - .frame(width: 20) - VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { - Text(source.title) - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.primaryText) - .lineLimit(2) - Text(source.url ?? source.detail) - .font(theme.typography.caption) - .foregroundStyle(theme.colors.secondaryText) - .lineLimit(2) - .truncationMode(.middle) - } - Spacer(minLength: 0) - } - .padding(.vertical, theme.spacing.xxsmall) - - if let urlString = source.url, let url = URL(string: urlString) { - Link(destination: url) { row } - } else { - row - } - } -} - -private struct ArtifactsResearchReportPreview: View { - @Environment(\.pinesTheme) private var theme - let artifact: ProviderArtifactRecord - let open: () -> Void - - private var previewText: String { - if let text = artifact.text?.trimmingCharacters(in: .whitespacesAndNewlines), !text.isEmpty { - return String(Self.userFacingExcerpt(from: text).prefix(900)) - } - if let text = Self.userFacingText(from: artifact.content) { - return String(Self.userFacingExcerpt(from: text).prefix(900)) - } - return "Report saved. Open the full report to view the complete output." - } - - private static func userFacingExcerpt(from text: String) -> String { - let cleaned = text.trimmingCharacters(in: .whitespacesAndNewlines) - if let range = cleaned.range(of: "Executive summary", options: [.caseInsensitive, .diacriticInsensitive]) { - return String(cleaned[range.lowerBound...]).trimmingCharacters(in: .whitespacesAndNewlines) - } - return cleaned - } - - private static func userFacingText(from json: JSONValue?) -> String? { - switch json { - case let .object(object): - if let type = object["type"]?.stringValue, - ["reasoning", "web_search_call", "file_search_call", "code_interpreter_call", "image_generation_call", "function_call", "computer_call"].contains(type) { - return nil - } - if let outputText = object["output_text"]?.stringValue, !outputText.isEmpty { - return outputText - } - if let type = object["type"]?.stringValue, - ["output_text", "text", "message"].contains(type), - let text = object["text"]?.stringValue, - !text.isEmpty { - return text - } - if object["type"]?.stringValue == "message", let content = object["content"] { - return userFacingText(from: content) - } - if let output = object["output"] { - return userFacingText(from: output) - } - return nil - case let .array(values): - let text = values.compactMap(userFacingText(from:)).joined(separator: "\n\n") - return text.isEmpty ? nil : text - case let .string(value): - return value - case .number, .bool, .null, nil: - return nil - } - } - - var body: some View { - VStack(alignment: .leading, spacing: theme.spacing.small) { - HStack(spacing: theme.spacing.small) { - Label("Final Report", systemImage: "doc.richtext") - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(theme.colors.success) - Spacer() - Button("Open") { open() } - .buttonStyle(.borderless) - } - - Text(previewText) - .font(theme.typography.caption) - .foregroundStyle(theme.colors.primaryText) - .lineLimit(10) - .fixedSize(horizontal: false, vertical: true) - } - .pinesSurface(.inset, padding: theme.spacing.small) - } -} - private struct ArtifactsMediaKindSelector: View { - @Environment(\.pinesTheme) private var theme @Binding var selection: ArtifactsMediaKind var body: some View { - HStack(spacing: theme.spacing.xsmall) { + Picker("Media type", selection: $selection) { ForEach(ArtifactsMediaKind.allCases) { kind in - Button { - selection = kind - } label: { - Label(kind.title, systemImage: kind.systemImage) - .font(theme.typography.caption.weight(.semibold)) - .frame(maxWidth: .infinity, minHeight: 34) - } - .buttonStyle(.plain) - .foregroundStyle(selection == kind ? theme.colors.accent : theme.colors.secondaryText) - .background(selection == kind ? theme.colors.accentSoft : theme.colors.controlFill, in: RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous)) - .overlay { - RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) - .strokeBorder(selection == kind ? theme.colors.accent.opacity(0.34) : theme.colors.controlBorder, lineWidth: selection == kind ? theme.stroke.selected : theme.stroke.hairline) - } + Label(kind.title, systemImage: kind.systemImage) + .tag(kind) } } + .pickerStyle(.segmented) + .frame(maxWidth: 360) + .pinesSegmentedPickerChrome() } } From f2f366375b1930d1002d0b47c2169fde77a63e39 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 00:51:29 +0200 Subject: [PATCH 30/80] Update artifacts surface contract --- PinesTests/CoreSurfaceTests.swift | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/PinesTests/CoreSurfaceTests.swift b/PinesTests/CoreSurfaceTests.swift index 3131aeb..d193ca6 100644 --- a/PinesTests/CoreSurfaceTests.swift +++ b/PinesTests/CoreSurfaceTests.swift @@ -602,20 +602,20 @@ final class CoreSurfaceTests: XCTestCase { XCTAssertFalse(workspace.contains("case .jobs")) XCTAssertTrue(workspace.contains("ArtifactsMediaModelOption")) XCTAssertTrue(workspace.contains("ArtifactsResearchModelOption")) - XCTAssertTrue(workspace.contains("ArtifactsWorkspaceModePicker")) + XCTAssertTrue(workspace.contains("PinesWorkspaceSwitcher")) XCTAssertTrue(workspace.contains("Deep Research")) XCTAssertFalse(workspace.contains("Research Console")) XCTAssertFalse(workspace.contains("Research Chat")) XCTAssertTrue(workspace.contains("researchChatTranscript")) XCTAssertTrue(workspace.contains("researchChatComposer")) - XCTAssertTrue(workspace.contains("ArtifactsResearchSourcesMessage")) + XCTAssertTrue(workspace.contains("PinesMessageBubble")) XCTAssertTrue(workspace.contains("Ask a research question")) XCTAssertTrue(workspace.contains("Ask follow-up or clarify")) XCTAssertTrue(workspace.contains("Report saved. Open the full report")) XCTAssertTrue(workspace.contains("derivedResearchTitle")) XCTAssertFalse(workspace.contains("LazyVGrid(columns: [GridItem(.adaptive(minimum: 148)")) XCTAssertTrue(workspace.contains("ArtifactsAssetGrid")) - XCTAssertTrue(workspace.contains("ArtifactsMenuPill")) + XCTAssertTrue(workspace.contains("PinesMenuChip")) XCTAssertTrue(workspace.contains("This removes only Pines' local lifecycle record")) XCTAssertTrue(models.contains("enum ArtifactsWorkspaceMode")) XCTAssertTrue(models.contains("isVisibleInArtifactsGallery")) From 00bb2faf16886ad928fbad4adb4c810253dc59e5 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 01:46:43 +0200 Subject: [PATCH 31/80] Fix TurboQuant model admission regressions --- Pines.xcodeproj/project.pbxproj | 2 +- .../xcshareddata/swiftpm/Package.resolved | 2 +- Pines/App/PinesAppModel+MCP.swift | 4 +- Pines/Runtime/MLXRuntimeBridge.swift | 68 ++++++----- PinesTests/CoreSurfaceTests.swift | 2 +- .../MLXTurboQuantRuntimeSmokeTests.swift | 10 ++ .../PinesCore/Inference/RuntimeTypes.swift | 12 ++ Tests/PinesCoreTests/CoreContractTests.swift | 108 ++++++++++++++++++ docs/TURBOQUANT.md | 4 +- .../compatibility-pair.json | 48 +++++++- project.yml | 2 +- 11 files changed, 221 insertions(+), 41 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 83c4998..6b1b019 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 709eaa580a2fccb738520d202a4e36949b54c36c; + revision = e4329351a4445ab686b830f2cbad34b47835c215; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 8456d19..0df3a56 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "709eaa580a2fccb738520d202a4e36949b54c36c" + "revision" : "e4329351a4445ab686b830f2cbad34b47835c215" } }, { diff --git a/Pines/App/PinesAppModel+MCP.swift b/Pines/App/PinesAppModel+MCP.swift index 26ce9ac..9371875 100644 --- a/Pines/App/PinesAppModel+MCP.swift +++ b/Pines/App/PinesAppModel+MCP.swift @@ -325,7 +325,7 @@ extension PinesAppModel { } func localModelScore(_ install: ModelInstall) -> Double { - let parameterScale = min(Double(install.parameterCount ?? 0) / 10_000_000_000, 10) + let parameterScale = min(Double(install.resolvedParameterCount ?? 0) / 10_000_000_000, 10) let byteScale = min(Double(install.estimatedBytes ?? 0) / 10_000_000_000, 10) return parameterScale * 10 + byteScale } @@ -364,7 +364,7 @@ extension PinesAppModel { if install.modelID == defaultModelID { score += 12 } - let parameterScale = min(Double(install.parameterCount ?? 0) / 10_000_000_000, 1) + let parameterScale = min(Double(install.resolvedParameterCount ?? 0) / 10_000_000_000, 1) let byteScale = min(Double(install.estimatedBytes ?? 0) / 10_000_000_000, 1) score += preference.intelligencePriority * parameterScale * 24 score += preference.speedPriority * (1 - max(parameterScale, byteScale)) * 18 diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index c51753a..60a4593 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-709eaa580a2fccb738520d202a4e36949b54c36c" + "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-e4329351a4445ab686b830f2cbad34b47835c215" static var turboQuantLayoutVersion: Int { #if canImport(MLX) MLX.TurboQuantAttentionLayout.currentVersion @@ -580,7 +580,7 @@ struct MLXRuntimeBridge: Sendable { let admissionRequest = LocalRuntimeAdmissionRequest( modelID: install?.repository ?? request.modelID.rawValue, modelRevision: install?.revision, - parameterCount: install?.parameterCount, + parameterCount: install?.resolvedParameterCount, requestedContextTokens: requestedContext, reservedCompletionTokens: contextPlan.reservedCompletionTokens, userMode: profile.quantization.turboQuantUserMode, @@ -1015,8 +1015,7 @@ struct MLXRuntimeBridge: Sendable { let memoryCounters = deviceMonitor.memoryCounters() let hasVision = install.modalities.contains(.vision) let isCompact = deviceProfile.memoryTier == .compact - let isSmallTextModel = (install.parameterCount ?? Int64.max) <= 2_000_000_000 - || install.repository.localizedCaseInsensitiveContains("1B") + let isSmallTextModel = install.isSmallTextGenerationModel let recommendedMaxKVSize = hasVision ? min(deviceProfile.recommendedContextTokens, 4096) : (isSmallTextModel ? deviceProfile.recommendedSmallModelContextTokens : deviceProfile.recommendedContextTokens) @@ -1202,7 +1201,7 @@ struct MLXRuntimeBridge: Sendable { ) } - let smallDenseOrHybridModel = (install.parameterCount ?? Int64.max) <= 2_500_000_000 + let smallDenseOrHybridModel = (install.resolvedParameterCount ?? Int64.max) <= 2_500_000_000 if backend.metalAttentionAvailable == false, smallDenseOrHybridModel { let reason = backend.fallbackReason @@ -1483,23 +1482,49 @@ struct MLXRuntimeBridge: Sendable { ) } - private static func heuristicModelShape(for install: ModelInstall) -> ( + fileprivate static func heuristicModelShape(for install: ModelInstall) -> ( layerCount: Int, kvHeadCount: Int, headDimension: Int ) { - let parameterCount = install.parameterCount ?? 3_000_000_000 + let parameterCount = install.resolvedParameterCount ?? 3_000_000_000 let headDimension = install.keyHeadDimension ?? install.valueHeadDimension ?? 128 + let totalLayerCount: Int if parameterCount <= 1_500_000_000 { - return (24, 8, headDimension) + totalLayerCount = 24 + } else if parameterCount <= 3_500_000_000 { + totalLayerCount = 28 + } else if parameterCount <= 9_000_000_000 { + totalLayerCount = 32 + } else { + totalLayerCount = 48 } - if parameterCount <= 3_500_000_000 { - return (28, 8, headDimension) + return ( + turboQuantKVLayerCount(for: install, totalLayerCount: totalLayerCount), + 8, + headDimension + ) + } + + private static func turboQuantKVLayerCount( + for install: ModelInstall, + totalLayerCount: Int + ) -> Int { + guard install.cacheTopology == .hybridAttentionAndNativeState + || install.turboQuantFamilySupport == .hybridFull + else { + return max(1, totalLayerCount) } - if parameterCount <= 9_000_000_000 { - return (32, 8, headDimension) + + let modelTypes = [ + install.modelType?.lowercased(), + install.textConfigModelType?.lowercased(), + install.repository.lowercased(), + ].compactMap { $0 } + if modelTypes.contains(where: { $0.contains("qwen3_5") || $0.contains("qwen3.5") }) { + return max(1, totalLayerCount / 4) } - return (48, 8, headDimension) + return max(1, totalLayerCount) } private static func intClamped(_ value: Int64?) -> Int? { @@ -2199,7 +2224,7 @@ struct MLXRuntimeBridge: Sendable { #endif private static func parameterCountBillionScale(for install: ModelInstall) -> Double? { - install.parameterCount.map { Double($0) / 1_000_000_000 } + install.resolvedParameterCount.map { Double($0) / 1_000_000_000 } } func load(_ install: ModelInstall, profile: RuntimeProfile? = nil) async throws { @@ -4085,18 +4110,7 @@ private actor MLXRuntimeState { kvHeadCount: Int, headDimension: Int ) { - let parameterCount = install.parameterCount ?? 3_000_000_000 - let headDimension = install.keyHeadDimension ?? install.valueHeadDimension ?? 128 - if parameterCount <= 1_500_000_000 { - return (24, 8, headDimension) - } - if parameterCount <= 3_500_000_000 { - return (28, 8, headDimension) - } - if parameterCount <= 9_000_000_000 { - return (32, 8, headDimension) - } - return (48, 8, headDimension) + MLXRuntimeBridge.heuristicModelShape(for: install) } func intClamped(_ value: Int64?) -> Int? { @@ -4398,7 +4412,7 @@ private actor MLXRuntimeState { modelType: install.modelType, textConfigModelType: install.textConfigModelType, modality: install.modalities.contains(.vision) ? .visionText : .text, - parameterCountB: install.parameterCount.map { Double($0) / 1_000_000_000 }, + parameterCountB: install.resolvedParameterCount.map { Double($0) / 1_000_000_000 }, routedExperts: install.routedExperts, expertsPerToken: install.expertsPerToken, keyHeadDimension: install.keyHeadDimension, diff --git a/PinesTests/CoreSurfaceTests.swift b/PinesTests/CoreSurfaceTests.swift index d193ca6..1ce55b2 100644 --- a/PinesTests/CoreSurfaceTests.swift +++ b/PinesTests/CoreSurfaceTests.swift @@ -346,7 +346,7 @@ final class CoreSurfaceTests: XCTestCase { XCTAssertTrue(resolverBody.contains("modelType: install.modelType")) XCTAssertTrue(resolverBody.contains("textConfigModelType: install.textConfigModelType")) XCTAssertTrue(resolverBody.contains("modality: install.modalities.contains(.vision) ? .visionText : .text")) - XCTAssertTrue(resolverBody.contains("parameterCountB: install.parameterCount.map { Double($0) / 1_000_000_000 }")) + XCTAssertTrue(resolverBody.contains("parameterCountB: install.resolvedParameterCount.map { Double($0) / 1_000_000_000 }")) XCTAssertTrue(resolverBody.contains("routedExperts: install.routedExperts")) XCTAssertTrue(resolverBody.contains("expertsPerToken: install.expertsPerToken")) XCTAssertTrue(resolverBody.contains("keyHeadDimension: install.keyHeadDimension")) diff --git a/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift b/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift index 01aec23..768efe6 100644 --- a/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift +++ b/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift @@ -120,6 +120,7 @@ final class MLXTurboQuantRuntimeSmokeTests: XCTestCase { let registry = MLXLMCommon.TurboQuantProfileRegistry.bundled let cases: [(String, String, String, Double)] = [ ("mlx-community/Qwen3.5-0.8B-MLX-4bit", "qwen3_5", "qwen3.5-0.8b", 0.8), + ("mlx-community/Qwen3.5-2B-OptiQ-4bit", "qwen3_5", "qwen3.5-2b", 2), ("mlx-community/Qwen3.5-4B-MLX-4bit", "qwen3_5_text", "qwen3.5-4b", 4), ("mlx-community/Qwen3.6-27B-4bit", "qwen3_5", "qwen3.6-27b", 27), ("mlx-community/Qwen3.5-35B-A3B-4bit", "qwen3_5_moe", "qwen3.5-35b-a3b", 35), @@ -162,6 +163,15 @@ final class MLXTurboQuantRuntimeSmokeTests: XCTestCase { )) XCTAssertEqual(gemma3270m.id, "gemma-3-270m") + let gemma31b = try XCTUnwrap(registry.profile( + for: "mlx-community/gemma-3-1b-it-4bit", + modelType: "gemma3_text", + parameterCountB: 1, + keyHeadDimension: 256, + valueHeadDimension: 256 + )) + XCTAssertEqual(gemma31b.id, "gemma-3-1b") + let gemma312b = try XCTUnwrap(registry.profile( for: "mlx-community/gemma-3-12b-it-qat-4bit", modelType: "gemma3", diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index 3e4780a..3599a2a 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -1432,6 +1432,18 @@ public struct ModelInstall: Identifiable, Hashable, Codable, Sendable { } } +public extension ModelInstall { + var resolvedParameterCount: Int64? { + parameterCount + ?? ModelDiscoveryResourcePolicy.inferredParameterCount(repository: repository, tags: []) + } + + var isSmallTextGenerationModel: Bool { + guard modalities == [.text], let resolvedParameterCount else { return false } + return resolvedParameterCount <= 2_000_000_000 + } +} + public protocol LocalModelRunner: Sendable { func load(_ install: ModelInstall, profile: RuntimeProfile) async throws func unload() async diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index 2627644..0000bbe 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -3571,6 +3571,7 @@ struct CoreContractTests { for repository in [ "mlx-community/Qwen3.5-0.8B-MLX-4bit", "mlx-community/Qwen3.5-2B-MLX-4bit", + "mlx-community/Qwen3.5-2B-OptiQ-4bit", ] { let spec = try #require(specsByRepository[repository]) let decision = compactPolicy.evaluate(spec.preflightInput, modalities: spec.modalities) @@ -3611,6 +3612,55 @@ struct CoreContractTests { } } + @Test + func modelInstallInfersSmallTextGenerationModelsFromRepositoryWhenMetadataIsMissing() { + let qwen08 = ModelInstall( + modelID: ModelID(rawValue: "mlx-community/Qwen3.5-0.8B-MLX-4bit"), + displayName: "Qwen3.5 0.8B", + repository: "mlx-community/Qwen3.5-0.8B-MLX-4bit", + modalities: [.text], + verification: .installable, + parameterCount: nil, + modelType: "qwen3_5" + ) + let qwen2 = ModelInstall( + modelID: ModelID(rawValue: "mlx-community/Qwen3.5-2B-OptiQ-4bit"), + displayName: "Qwen3.5 2B OptiQ", + repository: "mlx-community/Qwen3.5-2B-OptiQ-4bit", + modalities: [.text], + verification: .installable, + parameterCount: nil, + modelType: "qwen3_5" + ) + let llama3B = ModelInstall( + modelID: ModelID(rawValue: "mlx-community/Llama-3.2-3B-Instruct-4bit"), + displayName: "Llama 3.2 3B", + repository: "mlx-community/Llama-3.2-3B-Instruct-4bit", + modalities: [.text], + verification: .installable, + parameterCount: nil, + modelType: "llama" + ) + let gemma1B = ModelInstall( + modelID: ModelID(rawValue: "mlx-community/gemma-3-1b-it-4bit"), + displayName: "Gemma 3 1B", + repository: "mlx-community/gemma-3-1b-it-4bit", + modalities: [.text], + verification: .installable, + parameterCount: nil, + modelType: "gemma3_text" + ) + + #expect(qwen08.resolvedParameterCount == 800_000_000) + #expect(qwen08.isSmallTextGenerationModel) + #expect(qwen2.resolvedParameterCount == 2_000_000_000) + #expect(qwen2.isSmallTextGenerationModel) + #expect(llama3B.resolvedParameterCount == 3_000_000_000) + #expect(!llama3B.isSmallTextGenerationModel) + #expect(gemma1B.resolvedParameterCount == 1_000_000_000) + #expect(gemma1B.isSmallTextGenerationModel) + } + @Test func turboQuantRuntimeSupportDefaultsForProfileBackedFamilies() throws { #expect( @@ -3631,6 +3681,15 @@ struct CoreContractTests { familySupport: .hybridFull ) ) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: "mlx-community/Qwen3.5-2B-OptiQ-4bit", + modelType: "qwen3_5", + textConfigModelType: nil, + modalities: [.text], + familySupport: .hybridFull + ) + ) #expect( TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( repository: "mlx-community/Llama-3.2-3B-Instruct-4bit", @@ -3957,6 +4016,7 @@ struct CoreContractTests { for repository in [ "mlx-community/gemma-3-270m-it-qat-4bit", "mlx-community/gemma-3-1b-it-qat-4bit", + "mlx-community/gemma-3-1b-it-4bit", "mlx-community/gemma-3n-E2B-it-lm-4bit", ] { let spec = try #require(specsByRepository[repository]) @@ -4560,6 +4620,39 @@ struct CoreContractTests { #expect(!plan.maxKVSizeClamped) } + @Test + func localGenerationPipelinePlanClampsContinuationBeforeContextFailure() { + let profile = RuntimeProfile(quantization: QuantizationProfile(maxKVSize: 16_384)) + let safety = LocalRuntimeSafetyPolicy.assess( + snapshot: RuntimeMemorySnapshot( + physicalMemoryBytes: 8_000_000_000, + availableMemoryBytes: 1_800_000_000, + thermalState: "nominal" + ) + ) + var plan = LocalGenerationPipelinePlan( + requestedCompletionTokens: 2_048, + profile: profile, + safety: safety, + initialAvailableMemoryBytes: 1_800_000_000 + ) + + let continuationFits = plan.fitPreparedPrompt( + promptTokenCount: 15_900, + maxContextTokens: 16_384 + ) + #expect(continuationFits) + #expect(plan.reservedCompletionTokens == 484) + #expect(plan.effectiveMaxTokens == 484) + #expect(plan.maxTokensClamped) + + let promptTooLarge = plan.fitPreparedPrompt( + promptTokenCount: 16_385, + maxContextTokens: 16_384 + ) + #expect(!promptTooLarge) + } + @Test func localGenerationPipelinePlanRightSizesKVWindowAfterTokenization() { let profile = RuntimeProfile(quantization: QuantizationProfile(maxKVSize: 4_096)) @@ -5494,6 +5587,13 @@ private var qwenTurboQuantProfileCases: [QwenTurboQuantProfileCase] { parameterCount: 2_000_000_000, modelBytes: 1_550_000_000 ), + QwenTurboQuantProfileCase( + repository: "mlx-community/Qwen3.5-2B-OptiQ-4bit", + displayName: "Qwen3.5 2B OptiQ 4-bit", + modelType: "qwen3_5", + parameterCount: 2_000_000_000, + modelBytes: 1_550_000_000 + ), QwenTurboQuantProfileCase( repository: "mlx-community/Qwen3.5-4B-MLX-4bit", displayName: "Qwen3.5 4B MLX 4-bit", @@ -5682,6 +5782,14 @@ private var gemmaTurboQuantProfileCases: [GemmaTurboQuantProfileCase] { headDimension: 256, modelBytes: 770_000_000 ), + GemmaTurboQuantProfileCase( + repository: "mlx-community/gemma-3-1b-it-4bit", + displayName: "Gemma 3 1B IT 4-bit", + modelType: "gemma3_text", + parameterCount: 1_000_000_000, + headDimension: 256, + modelBytes: 770_000_000 + ), GemmaTurboQuantProfileCase( repository: "mlx-community/gemma-3-4b-it-qat-4bit", displayName: "Gemma 3 4B IT QAT 4-bit", diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 21fb5ea..d965126 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -5,7 +5,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: - `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` -- `RNT56/mlx-swift-lm`: `709eaa580a2fccb738520d202a4e36949b54c36c` +- `RNT56/mlx-swift-lm`: `e4329351a4445ab686b830f2cbad34b47835c215` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -23,7 +23,7 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` - - `RNT56/mlx-swift-lm`: `709eaa580a2fccb738520d202a4e36949b54c36c` + - `RNT56/mlx-swift-lm`: `e4329351a4445ab686b830f2cbad34b47835c215` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, a tiled online fused decode path for admitted 64/80/96/112/128/192/240/256 head dimensions, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index bc70dce..53a2564 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -16,7 +16,7 @@ "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "709eaa580a2fccb738520d202a4e36949b54c36c", + "commit": "e4329351a4445ab686b830f2cbad34b47835c215", "dirtyAtValidation": false }, "schemaSet": { @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-25T20:08:26Z", + "validatedAt": "2026-05-25T23:45:27Z", "validationCommands": [ { "repo": "pines", @@ -196,7 +196,43 @@ "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh all", "result": "passed", - "notes": "The prior xcodebuild package-resolution stall is resolved after removing ignored generated build artifacts and using locked Xcode package resolution flags. The final run checked out mlx-swift 21a897c and mlx-swift-lm 6d2d791 and completed all Xcode gates." + "notes": "The prior xcodebuild package-resolution stall is resolved after removing ignored generated build artifacts and using locked Xcode package resolution flags. The final run checked out mlx-swift 260c8fb and mlx-swift-lm e432935 and completed all Xcode gates." + }, + { + "repo": "mlx-swift-lm", + "command": "swift test --disable-automatic-resolution", + "result": "passed", + "notes": "Full MLX-LM package suite passed after screenshot-model regressions: 116 XCTest tests and 194 Swift Testing tests." + }, + { + "repo": "pines", + "command": "swift build --disable-automatic-resolution", + "result": "passed", + "notes": "PinesCore package build passed after pinning mlx-swift-lm e432935." + }, + { + "repo": "pines", + "command": "swift test --disable-automatic-resolution", + "result": "passed", + "notes": "Full PinesCore package suite passed after screenshot-model regressions: 195 Swift Testing tests." + }, + { + "repo": "pines", + "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", + "result": "passed", + "notes": "PinesCoreTestRunner passed after pinning mlx-swift-lm e432935." + }, + { + "repo": "pines", + "command": "bash scripts/ci/check-mlx-package-pins.sh", + "result": "passed", + "notes": "Pin guard passed after project.yml, generated Xcode project, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge compatibility pair ID moved to mlx-swift-lm e432935." + }, + { + "repo": "pines", + "command": "bash scripts/ci/run-xcode-validation.sh all", + "result": "passed", + "notes": "Full Xcode validation passed against mlx-swift-lm e432935: locked package resolution, unsigned iOS app build, build-for-testing, PinesTests unit smoke, PinesUITests UI smoke, and final generated-project/package drift checks." }, { "repo": "pines", @@ -234,7 +270,7 @@ "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", - "mlx-swift-lm 709eaa580a2fccb738520d202a4e36949b54c36c exports a runtime TurboQuant capability registry and keeps typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families so Pines no longer infers runtime support from repository-name signals.", + "mlx-swift-lm e4329351a4445ab686b830f2cbad34b47835c215 exports a runtime TurboQuant capability registry, keeps typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, fixes 4-bit model ID parsing for 2B model names, and exposes Qwen3.5/Qwen3Next hybrid cache budgets as attention-KV-only so Pines no longer infers runtime support or memory shape from repository-name signals.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." ], @@ -242,8 +278,8 @@ "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-gates-passed-layout-v5-default", "pinnedMLXSwift": "260c8fb16df772b8c20295529fde958fffb66369", - "pinnedMLXSwiftLM": "709eaa580a2fccb738520d202a4e36949b54c36c", - "compatibilityPairID": "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-709eaa580a2fccb738520d202a4e36949b54c36c", + "pinnedMLXSwiftLM": "e4329351a4445ab686b830f2cbad34b47835c215", + "compatibilityPairID": "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-e4329351a4445ab686b830f2cbad34b47835c215", "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 0ff2373..b2cb3f2 100644 --- a/project.yml +++ b/project.yml @@ -13,7 +13,7 @@ packages: revision: 260c8fb16df772b8c20295529fde958fffb66369 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 709eaa580a2fccb738520d202a4e36949b54c36c + revision: e4329351a4445ab686b830f2cbad34b47835c215 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From c686b15d63cedda23ed4fd0f8038ef9d16fc2762 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 05:59:13 +0200 Subject: [PATCH 32/80] Stabilize TurboQuant dense Qwen runtime support --- DEV_README.md | 4 +- Pines.xcodeproj/project.pbxproj | 4 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- Pines/App/PinesAppModel+Stress.swift | 130 ++++++++- Pines/App/PinesAppModel.swift | 19 +- Pines/Runtime/MLXRuntimeBridge.swift | 100 ++++--- .../MLXTurboQuantRuntimeSmokeTests.swift | 36 +++ .../PinesCore/Inference/RuntimeTypes.swift | 246 +++++++++++++++++- .../ModelHub/ModelPreflightClassifier.swift | 61 ++++- Sources/PinesCoreTestRunner/main.swift | 6 +- Tests/PinesCoreTests/CoreContractTests.swift | 223 +++++++++++++++- .../TurboQuantWave1ControlPlaneTests.swift | 35 ++- docs/ARCHITECTURE.md | 4 +- docs/TURBOQUANT.md | 12 +- .../00-current-state.md | 6 +- docs/turboquant-implementation/README.md | 2 +- .../compatibility-pair.json | 13 +- project.yml | 4 +- 18 files changed, 809 insertions(+), 100 deletions(-) diff --git a/DEV_README.md b/DEV_README.md index dea9f27..f5ea833 100644 --- a/DEV_README.md +++ b/DEV_README.md @@ -222,8 +222,8 @@ Current app-level limits and defaults: The iOS app links exact maintained MLX fork revisions through `project.yml` and the generated Xcode project: -- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `260c8fb16df772b8c20295529fde958fffb66369` -- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` +- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `bc3fc52e78d1bf1b2073cfc14154b8329b514587` +- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `905db8d4d8d894086b036c61afee5324f0d575ba` - Nested `mlx` inside `MLXSwift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `MLXSwift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 6b1b019..01fb584 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 260c8fb16df772b8c20295529fde958fffb66369; + revision = bc3fc52e78d1bf1b2073cfc14154b8329b514587; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = e4329351a4445ab686b830f2cbad34b47835c215; + revision = 905db8d4d8d894086b036c61afee5324f0d575ba; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 0df3a56..2503819 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "260c8fb16df772b8c20295529fde958fffb66369" + "revision" : "bc3fc52e78d1bf1b2073cfc14154b8329b514587" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "e4329351a4445ab686b830f2cbad34b47835c215" + "revision" : "905db8d4d8d894086b036c61afee5324f0d575ba" } }, { diff --git a/Pines/App/PinesAppModel+Stress.swift b/Pines/App/PinesAppModel+Stress.swift index 029a0e8..ded0963 100644 --- a/Pines/App/PinesAppModel+Stress.swift +++ b/Pines/App/PinesAppModel+Stress.swift @@ -128,13 +128,20 @@ extension PinesAppModel { "turboquant_profile_source": stressRuntimeProfile.quantization.turboQuantProfileSource ?? "none", "model_type": install.modelType ?? "unknown", "text_config_model_type": install.textConfigModelType ?? "none", + "processor_class": install.processorClass ?? "none", "parameter_count": install.parameterCount.map(String.init) ?? "unknown", + "modalities": install.modalities.map(\.rawValue).sorted().joined(separator: ","), + "effective_turboquant_modalities": install.effectiveTurboQuantModalities.map(\.rawValue).sorted().joined(separator: ","), "key_head_dimension": install.keyHeadDimension.map(String.init) ?? "unknown", "value_head_dimension": install.valueHeadDimension.map(String.init) ?? "unknown", "routed_experts": install.routedExperts.map(String.init) ?? "none", "experts_per_token": install.expertsPerToken.map(String.init) ?? "none", "cache_topology": install.cacheTopology.rawValue, - "turboquant_family_support": install.turboQuantFamilySupport.rawValue, + "turboquant_family_support": install.effectiveTurboQuantFamilySupport.rawValue, + "stored_turboquant_family_support": install.turboQuantFamilySupport.rawValue, + "effective_turboquant_family_support": install.effectiveTurboQuantFamilySupport.rawValue, + "runtime_kv_cache_strategy": stressRuntimeProfile.quantization.kvCacheStrategy.rawValue, + "runtime_turboquant_diagnostics": stressRuntimeProfile.quantization.turboQuantProfileDiagnostics.joined(separator: " | "), "disable_turboquant": String(configuration.disableTurboQuant), ], enabled: true @@ -238,16 +245,19 @@ extension PinesAppModel { targetContextTokens: targetContextTokens, message: "Completed iteration \(iteration) with status \(status?.rawValue ?? "unknown")." ) + var completionMetadata = Self.localStressOutputDiagnostics(lastAssistant?.content ?? "") + completionMetadata.merge(Self.localStressProviderDiagnostics(lastAssistant)) { _, new in new } + completionMetadata.merge([ + "iteration": String(iteration), + "context_mode": configuration.contextMode.rawValue, + "target_context_tokens": targetContextTokens.map(String.init) ?? "short", + "assistant_message_id": lastAssistant?.id.uuidString ?? "none", + "assistant_status": status?.rawValue ?? "unknown", + ]) { _, new in new } await FreezeBreadcrumbJournal.shared.record( stage: "stress.iteration.complete", runID: configuration.runID, - metadata: [ - "iteration": String(iteration), - "context_mode": configuration.contextMode.rawValue, - "target_context_tokens": targetContextTokens.map(String.init) ?? "short", - "assistant_message_id": lastAssistant?.id.uuidString ?? "none", - "assistant_status": status?.rawValue ?? "unknown", - ], + metadata: completionMetadata, enabled: true ) if status != .complete { @@ -308,6 +318,13 @@ extension PinesAppModel { } if let lastAssistant, let outputFailure = Self.localStressOutputQualityFailure(lastAssistant.content) { + await FreezeBreadcrumbJournal.shared.record( + stage: "stress.iteration.output_rejected", + runID: configuration.runID, + detail: outputFailure, + metadata: Self.localStressOutputDiagnostics(lastAssistant.content), + enabled: true + ) await failStressRun( configuration, iteration: iteration, @@ -488,6 +505,103 @@ extension PinesAppModel { return nil } + private static func localStressOutputDiagnostics(_ content: String) -> [String: String] { + let text = content.trimmingCharacters(in: .whitespacesAndNewlines) + let scalars = Array(text.unicodeScalars) + let replacementCount = scalars.filter { $0.value == 0xfffd }.count + let controlCount = scalars.filter { scalar in + CharacterSet.controlCharacters.contains(scalar) + && scalar != "\n" + && scalar != "\r" + && scalar != "\t" + }.count + let letterCount = scalars.filter { CharacterSet.letters.contains($0) }.count + let words = text + .lowercased() + .split { !$0.isLetter && !$0.isNumber } + .map(String.init) + .filter { $0.count >= 3 } + let wordGroups = Dictionary(grouping: words, by: { $0 }) + let mostRepeatedEntry = wordGroups.max { left, right in left.value.count < right.value.count } + let mostRepeated = mostRepeatedEntry?.value.count ?? 0 + let mostRepeatedWord = mostRepeatedEntry?.key ?? "" + let uniqueWordCount = wordGroups.count + let maxRepeatedBigram = maxRepeatedNgramCount(words: words, size: 2) + let maxRepeatedTrigram = maxRepeatedNgramCount(words: words, size: 3) + let sample = text + .replacingOccurrences(of: "\r", with: "\\r") + .replacingOccurrences(of: "\n", with: "\\n") + .prefix(240) + let suffixSample = text + .replacingOccurrences(of: "\r", with: "\\r") + .replacingOccurrences(of: "\n", with: "\\n") + .suffix(240) + return [ + "assistant_content_characters": String(text.count), + "assistant_unicode_scalar_count": String(scalars.count), + "assistant_letter_count": String(letterCount), + "assistant_control_character_count": String(controlCount), + "assistant_replacement_character_count": String(replacementCount), + "assistant_word_count": String(words.count), + "assistant_unique_word_count": String(uniqueWordCount), + "assistant_most_repeated_word_count": String(mostRepeated), + "assistant_most_repeated_word": mostRepeatedWord, + "assistant_max_repeated_bigram_count": String(maxRepeatedBigram), + "assistant_max_repeated_trigram_count": String(maxRepeatedTrigram), + "assistant_content_sample": String(sample), + "assistant_content_suffix_sample": String(suffixSample), + ] + } + + private static func localStressProviderDiagnostics(_ message: ChatMessage?) -> [String: String] { + guard let metadata = message?.providerMetadata else { return [:] } + let keys: Set = [ + LocalProviderMetadataKeys.turboQuantPreset, + LocalProviderMetadataKeys.turboQuantRequestedBackend, + LocalProviderMetadataKeys.turboQuantActiveBackend, + LocalProviderMetadataKeys.turboQuantValueBits, + LocalProviderMetadataKeys.turboQuantAttentionPath, + LocalProviderMetadataKeys.turboQuantKernelProfile, + LocalProviderMetadataKeys.turboQuantSelfTestStatus, + LocalProviderMetadataKeys.turboQuantFallbackReason, + LocalProviderMetadataKeys.turboQuantLastUnsupportedShape, + LocalProviderMetadataKeys.turboQuantRawFallbackAllocated, + LocalProviderMetadataKeys.turboQuantProfileID, + LocalProviderMetadataKeys.turboQuantAdmissionDecision, + LocalProviderMetadataKeys.turboQuantSelectedMode, + LocalProviderMetadataKeys.cacheTopology, + LocalProviderMetadataKeys.turboQuantFamilySupport, + LocalProviderMetadataKeys.attentionCacheCount, + LocalProviderMetadataKeys.nativeStateCacheCount, + LocalProviderMetadataKeys.runtimePressureReason, + LocalProviderMetadataKeys.runtimeLowPowerMode, + LocalProviderMetadataKeys.runtimeMaxKVSize, + LocalProviderMetadataKeys.runtimePrefillStepSize, + LocalProviderMetadataKeys.generationCompletionTokens, + LocalProviderMetadataKeys.generationElapsedSeconds, + LocalProviderMetadataKeys.generationTokensPerSecond, + LocalProviderMetadataKeys.generationFirstTokenLatencySeconds, + LocalProviderMetadataKeys.generationPrepareElapsedSeconds, + LocalProviderMetadataKeys.generationCacheCreateElapsedSeconds, + LocalProviderMetadataKeys.generationEffectiveMaxTokens, + LocalProviderMetadataKeys.generationIncompleteReason, + ] + return metadata.reduce(into: [String: String]()) { result, entry in + guard keys.contains(entry.key) else { return } + result["provider.\(entry.key)"] = String(entry.value.prefix(500)) + } + } + + private static func maxRepeatedNgramCount(words: [String], size: Int) -> Int { + guard size > 0, words.count >= size else { return 0 } + var counts: [String: Int] = [:] + for index in 0...(words.count - size) { + let key = words[index..<(index + size)].joined(separator: " ") + counts[key, default: 0] += 1 + } + return counts.values.max() ?? 0 + } + private func settledLastAssistantMessage( in conversationID: UUID, repository: any ConversationRepository, diff --git a/Pines/App/PinesAppModel.swift b/Pines/App/PinesAppModel.swift index 4586967..f864905 100644 --- a/Pines/App/PinesAppModel.swift +++ b/Pines/App/PinesAppModel.swift @@ -2879,13 +2879,19 @@ final class PinesAppModel: ObservableObject { providerMetadata: runProviderMetadata ) } + let maxWallTimeSeconds: Int + if isLocalRun { + maxWallTimeSeconds = isAgentMode ? 600 : 420 + } else { + maxWallTimeSeconds = isAgentMode ? 180 : 120 + } let session = AgentSession( title: isAgentMode ? "Agent" : "Chat", policy: AgentPolicy( executionMode: settings?.executionMode ?? executionMode, maxSteps: isAgentMode ? 10 : 1, maxToolCalls: isAgentMode ? 8 : 0, - maxWallTimeSeconds: isAgentMode ? 180 : 120, + maxWallTimeSeconds: maxWallTimeSeconds, requiresConsentForNetwork: false, requiresConsentForBrowser: false, allowsCloudContext: includePrivateContext, @@ -2971,7 +2977,7 @@ final class PinesAppModel: ObservableObject { case .cancelled: status = .cancelled case .length: - status = .failed + status = .complete case .stop, .toolCall: status = .complete case .error: @@ -2991,13 +2997,8 @@ final class PinesAppModel: ObservableObject { } else { try await flushAssistantUpdate(content: accumulated, messageStatus: status, threadStatus: .local, force: true, providerMetadata: finalProviderMetadata, toolCalls: completedToolCalls) if finish.reason == .length { - let message = messageWithProviderDiagnostics( - finish.message ?? "Local generation stopped before the model emitted a stop sequence.", - metadata: finalProviderMetadata - ) - failureMessage = message - setChatError(message) - emitHaptic(.runFailed) + clearChatError() + emitHaptic(.runCompleted) } else { clearChatError() emitHaptic(status == .cancelled ? .runCancelled : .runCompleted) diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 60a4593..1465050 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-e4329351a4445ab686b830f2cbad34b47835c215" + "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-905db8d4d8d894086b036c61afee5324f0d575ba" static var turboQuantLayoutVersion: Int { #if canImport(MLX) MLX.TurboQuantAttentionLayout.currentVersion @@ -613,7 +613,10 @@ struct MLXRuntimeBridge: Sendable { activeFallbackReason: profile.quantization.activeFallbackReason, memoryCounters: memoryCounters ), - estimatedModelWeightsBytes: install?.estimatedBytes, + estimatedModelWeightsBytes: incrementalModelWeightBytesForGenerationAdmission( + install: install, + memoryCounters: memoryCounters + ), compressedKVBytesPerToken: Int64(legacyPlan?.compressedBytesPerToken ?? 256 * 1_024), rawShadowBytes: Int64(legacyPlan?.runtimeZones.rawShadowBytes ?? 0), packedFallbackBytesPerToken: Int64(legacyPlan?.packedFallbackBytesPerToken ?? 0), @@ -628,6 +631,20 @@ struct MLXRuntimeBridge: Sendable { return LocalRuntimeAdmissionService().admit(admissionRequest) } + private static func incrementalModelWeightBytesForGenerationAdmission( + install: ModelInstall?, + memoryCounters: RuntimeMemoryCounters + ) -> Int64 { + let mlxActive = memoryCounters.mlxActiveMemoryBytes ?? 0 + let processFootprint = memoryCounters.processPhysicalFootprintBytes ?? 0 + let processResident = memoryCounters.processResidentMemoryBytes ?? 0 + let modelAppearsLoaded = mlxActive > 0 + || processFootprint > 512 * 1_024 * 1_024 + || processResident > 512 * 1_024 * 1_024 + guard !modelAppearsLoaded else { return 0 } + return install?.estimatedBytes ?? 0 + } + fileprivate static func localFailureKind(from error: Error) -> LocalInferenceFailureKind { if let inferenceError = error as? InferenceError { switch inferenceError { @@ -699,11 +716,12 @@ struct MLXRuntimeBridge: Sendable { || speculativeTelemetry != nil else { return } + let turboQuantPlanned = profile.quantization.kvCacheStrategy == .turboQuant let snapshot = cache?.compactMap { ($0 as? TurboQuantCompressedKVCacheProtocol)?.runtimeSnapshot() }.first let selectedPath = snapshot?.lastAttentionPath.flatMap(PinesCore.TurboQuantAttentionPath.init(rawValue:)) ?? admissionPlan?.selectedAttentionPath - ?? profile.quantization.activeAttentionPath + ?? (turboQuantPlanned ? profile.quantization.activeAttentionPath : nil) let fallbackReason = failureMessage ?? snapshot?.lastFailure @@ -1013,7 +1031,8 @@ struct MLXRuntimeBridge: Sendable { ) -> RuntimeProfile { let deviceProfile = deviceMonitor.currentProfile() let memoryCounters = deviceMonitor.memoryCounters() - let hasVision = install.modalities.contains(.vision) + let effectiveModalities = install.effectiveTurboQuantModalities + let hasVision = effectiveModalities.contains(.vision) let isCompact = deviceProfile.memoryTier == .compact let isSmallTextModel = install.isSmallTextGenerationModel let recommendedMaxKVSize = hasVision @@ -1047,8 +1066,17 @@ struct MLXRuntimeBridge: Sendable { userMode: userMode, backend: backend, defaults: turboQuantDefaults, + turboQuantDisabledReason: turboQuantDisabledReason, memoryCounters: memoryCounters ) + var turboQuantProfileDiagnostics = [ + "TurboQuant family support stored=\(install.turboQuantFamilySupport.rawValue) effective=\(install.effectiveTurboQuantFamilySupport.rawValue)", + "TurboQuant runtime selection=\(usesTurboQuant ? "throwing_attention" : "plain_kv")", + ] + if let turboQuantDisabledReason { + turboQuantProfileDiagnostics.append(turboQuantDisabledReason) + } + turboQuantProfileDiagnostics.append(contentsOf: admission.diagnostics) let profile = RuntimeProfile( name: hasVision ? "Vision \(userMode.displayName)" : "Local \(userMode.displayName)", quantization: QuantizationProfile( @@ -1078,7 +1106,7 @@ struct MLXRuntimeBridge: Sendable { runtimePressureReason: deviceProfile.runtimePressureReason, turboQuantProfileID: admission.useTurboQuant ? turboQuantDefaults?.profileID : nil, turboQuantProfileSource: turboQuantDefaults?.profileSource, - turboQuantProfileDiagnostics: admission.diagnostics, + turboQuantProfileDiagnostics: turboQuantProfileDiagnostics, lastUnsupportedAttentionShape: admission.useTurboQuant ? backend.lastUnsupportedAttentionShape : nil, activeFallbackReason: admission.reason ?? (linked ? fallbackReason : "MLX runtime packages are not linked in this build."), memoryCounters: memoryCounters, @@ -1089,7 +1117,7 @@ struct MLXRuntimeBridge: Sendable { expertStreamingMode: .disabled, gpuLayerCount: nil, mtpEnabled: false, - audioEnabled: install.modalities.contains(.audio), + audioEnabled: effectiveModalities.contains(.audio), dflashEnabled: false, prefillStepSize: hasVision || isCompact ? min(deviceProfile.recommendedPrefillStepSize, 256) @@ -1110,8 +1138,8 @@ struct MLXRuntimeBridge: Sendable { repository: install.repository, modelType: install.modelType, textConfigModelType: install.textConfigModelType, - modalities: install.modalities, - familySupport: install.turboQuantFamilySupport, + modalities: install.effectiveTurboQuantModalities, + familySupport: install.effectiveTurboQuantFamilySupport, runtimeCapabilities: Self.turboQuantRuntimeCapabilities ) } @@ -1121,8 +1149,8 @@ struct MLXRuntimeBridge: Sendable { repository: install.repository, modelType: install.modelType, textConfigModelType: install.textConfigModelType, - modalities: install.modalities, - familySupport: install.turboQuantFamilySupport, + modalities: install.effectiveTurboQuantModalities, + familySupport: install.effectiveTurboQuantFamilySupport, runtimeCapabilities: Self.turboQuantRuntimeCapabilities ) } @@ -1165,11 +1193,13 @@ struct MLXRuntimeBridge: Sendable { fallbackReason: String? ), defaults: TurboQuantRuntimeDefaults?, + turboQuantDisabledReason: String?, memoryCounters: RuntimeMemoryCounters ) -> KVCacheAdmission { var diagnostics = defaults?.profileDiagnostics ?? [] guard requestedTurboQuant else { - let reason = "plain KV selected because this install does not advertise TurboQuant-compatible attention KV support" + let reason = turboQuantDisabledReason + ?? "plain KV selected because this install does not advertise TurboQuant-compatible attention KV support" diagnostics.append(reason) return KVCacheAdmission( useTurboQuant: false, @@ -1511,7 +1541,7 @@ struct MLXRuntimeBridge: Sendable { totalLayerCount: Int ) -> Int { guard install.cacheTopology == .hybridAttentionAndNativeState - || install.turboQuantFamilySupport == .hybridFull + || install.effectiveTurboQuantFamilySupport == .hybridFull else { return max(1, totalLayerCount) } @@ -2069,7 +2099,7 @@ struct MLXRuntimeBridge: Sendable { requestedBackend: Self.coreTurboQuantBackend(from: profile.backend), groupSize: profile.groupSize, valueBits: profile.valueBits, - optimizationPolicy: profilePolicy == .auto ? deviceOptimizationPolicy : profilePolicy, + optimizationPolicy: profilePolicy, profileID: profile.id, profileSource: "bundled", profileDiagnostics: Array(selection.rejectionReasons.prefix(6)) @@ -2210,7 +2240,7 @@ struct MLXRuntimeBridge: Sendable { private static func turboQuantModality( for install: ModelInstall ) -> MLXLMCommon.TurboQuantModelModality { - if install.modalities.contains(.vision) { + if install.effectiveTurboQuantModalities.contains(.vision) { return .visionText } return .text @@ -2221,6 +2251,7 @@ struct MLXRuntimeBridge: Sendable { ) -> PinesCore.TurboQuantOptimizationPolicy { PinesCore.TurboQuantOptimizationPolicy(rawValue: policy.rawValue) ?? .auto } + #endif private static func parameterCountBillionScale(for install: ModelInstall) -> Double? { @@ -2613,13 +2644,14 @@ private actor MLXRuntimeState { Self.configureMLXMemoryPolicy(profile: profile) #endif #if canImport(MLXLMCommon) + let runtimeModalities = install.effectiveTurboQuantModalities let matchingInstall = activeInstall?.modelID == install.modelID && activeInstall?.repository == install.repository if matchingInstall { let hasCompatibleContainer: Bool - if install.modalities.contains(.vision) || install.modalities.contains(.audio) { + if runtimeModalities.contains(.vision) || runtimeModalities.contains(.audio) { hasCompatibleContainer = visionContainer != nil - } else if install.modalities.contains(.text) { + } else if runtimeModalities.contains(.text) { hasCompatibleContainer = textContainer != nil } else { hasCompatibleContainer = false @@ -2658,7 +2690,7 @@ private actor MLXRuntimeState { #if canImport(MLX) && canImport(MLXLLM) && canImport(MLXVLM) && canImport(MLXLMCommon) && canImport(PinesHubXetSupport) && canImport(Tokenizers) await registerModelAliasesIfNeeded() try Self.configureGlobalRuntimePolicy(profile: profile, install: install) - if install.modalities.contains(.vision) || install.modalities.contains(.audio) { + if runtimeModalities.contains(.vision) || runtimeModalities.contains(.audio) { var resolvedConfiguration = try Self.lmConfiguration(for: install, kind: .visionLanguage) resolvedConfiguration.configuration.lazyLoad = profile.streamExperts activeStopStrings = resolvedConfiguration.hints.stopStrings @@ -2672,7 +2704,7 @@ private actor MLXRuntimeState { activePartitionSummary = await Self.configureLoadedContainer( visionContainer, profile: profile) textContainer = nil - } else if install.modalities.contains(.text) { + } else if runtimeModalities.contains(.text) { var resolvedConfiguration = try Self.lmConfiguration(for: install, kind: .language) resolvedConfiguration.configuration.lazyLoad = profile.streamExperts activeStopStrings = resolvedConfiguration.hints.stopStrings @@ -3086,9 +3118,10 @@ private actor MLXRuntimeState { } let loadedInstall = activeInstall let loadedInstallMatchesRequest = loadedInstall?.modelID == request.modelID + let loadedRuntimeModalities = loadedInstall?.effectiveTurboQuantModalities let loadedInstallUsesVLMRuntime = loadedInstallMatchesRequest - && (loadedInstall?.modalities.contains(.vision) == true - || loadedInstall?.modalities.contains(.audio) == true) + && (loadedRuntimeModalities?.contains(.vision) == true + || loadedRuntimeModalities?.contains(.audio) == true) let useVLMRuntime = requiresVLM || loadedInstallUsesVLMRuntime let container: MLXLMCommon.ModelContainer if useVLMRuntime { @@ -3433,7 +3466,7 @@ private actor MLXRuntimeState { LocalProviderMetadataKeys.runtimePrefillStepSize: String(profile.prefillStepSize), LocalProviderMetadataKeys.turboQuantProfileSource: profile.quantization.turboQuantProfileSource ?? "none", LocalProviderMetadataKeys.cacheTopology: install?.cacheTopology.rawValue ?? ModelCacheTopology.unsupported.rawValue, - LocalProviderMetadataKeys.turboQuantFamilySupport: install?.turboQuantFamilySupport.rawValue ?? TurboQuantFamilySupport.none.rawValue, + LocalProviderMetadataKeys.turboQuantFamilySupport: install?.effectiveTurboQuantFamilySupport.rawValue ?? TurboQuantFamilySupport.none.rawValue, LocalProviderMetadataKeys.turboQuantAdmissionDecision: turboQuantAdmissionPlan?.admitted == false ? "refused" : (profile.quantization.kvCacheStrategy == .turboQuant ? "turboQuant" : "plain_rotating_kv"), @@ -3490,7 +3523,7 @@ private actor MLXRuntimeState { } contextMetadata.merge(generationPlan.providerMetadata()) { _, new in new } latestTurboQuantTelemetry.setFailureMetadata(contextMetadata) - if install?.turboQuantFamilySupport == .hybridFull, + if install?.effectiveTurboQuantFamilySupport == .hybridFull, profile.quantization.kvCacheStrategy == .turboQuant { contextMetadata[LocalProviderMetadataKeys.hybridStateExplanation] = "Attention KV caches use TurboQuant; architecture-specific native state caches remain exact." } @@ -4408,10 +4441,10 @@ private actor MLXRuntimeState { #if canImport(MLXLMCommon) if let install, let registryProfile = MLXLMCommon.TurboQuantProfileRegistry.bundled.profile( - for: install.repository, - modelType: install.modelType, - textConfigModelType: install.textConfigModelType, - modality: install.modalities.contains(.vision) ? .visionText : .text, + for: install.repository, + modelType: install.modelType, + textConfigModelType: install.textConfigModelType, + modality: install.effectiveTurboQuantModalities.contains(.vision) ? .visionText : .text, parameterCountB: install.resolvedParameterCount.map { Double($0) / 1_000_000_000 }, routedExperts: install.routedExperts, expertsPerToken: install.expertsPerToken, @@ -4527,25 +4560,26 @@ private actor MLXRuntimeState { metadata[LocalProviderMetadataKeys.turboQuantProfileDiagnostics] = quantization.turboQuantProfileDiagnostics.joined(separator: " | ") } appendRuntimeFeatureMetadata(to: &metadata, partitionSummary: partitionSummary) - if let preset = quantization.preset { + let turboQuantPlanned = quantization.kvCacheStrategy == .turboQuant + if turboQuantPlanned, let preset = quantization.preset { metadata[LocalProviderMetadataKeys.turboQuantPreset] = preset.rawValue } - if let valueBits = quantization.turboQuantValueBits { + if turboQuantPlanned, let valueBits = quantization.turboQuantValueBits { metadata[LocalProviderMetadataKeys.turboQuantValueBits] = String(valueBits) } - if let requestedBackend = quantization.requestedBackend { + if turboQuantPlanned, let requestedBackend = quantization.requestedBackend { metadata[LocalProviderMetadataKeys.turboQuantRequestedBackend] = requestedBackend.rawValue } - if let activeBackend = quantization.activeBackend { + if turboQuantPlanned, let activeBackend = quantization.activeBackend { metadata[LocalProviderMetadataKeys.turboQuantActiveBackend] = activeBackend.rawValue } - if let attentionPath = quantization.activeAttentionPath { + if turboQuantPlanned, let attentionPath = quantization.activeAttentionPath { metadata[LocalProviderMetadataKeys.turboQuantAttentionPath] = attentionPath.rawValue } - if let kernelProfile = quantization.metalKernelProfile { + if turboQuantPlanned, let kernelProfile = quantization.metalKernelProfile { metadata[LocalProviderMetadataKeys.turboQuantKernelProfile] = kernelProfile.rawValue } - if let selfTestStatus = quantization.metalSelfTestStatus { + if turboQuantPlanned, let selfTestStatus = quantization.metalSelfTestStatus { metadata[LocalProviderMetadataKeys.turboQuantSelfTestStatus] = selfTestStatus.rawValue } if let fallbackReason = quantization.activeFallbackReason { diff --git a/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift b/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift index 768efe6..7bb1d89 100644 --- a/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift +++ b/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift @@ -2,8 +2,38 @@ import Foundation import XCTest import MLX import MLXLMCommon +#if canImport(MLXLLM) +import MLXLLM +#endif final class MLXTurboQuantRuntimeSmokeTests: XCTestCase { + func testLinkedMLXLLMRegistryAdvertisesProfileBackedTurboQuantFamilies() throws { + #if canImport(MLXLLM) + let expectedThrowingModelTypes = [ + "qwen3_5", + "qwen3_5_text", + "gemma3_text", + "llama", + "mistral3", + "mistral4", + ] + for modelType in expectedThrowingModelTypes { + XCTAssertTrue( + MLXLLM.MLXTurboQuantRuntimeCapabilityRegistry.supportsThrowingTurboQuantAttention(modelType: modelType), + "\(modelType) must be exported by the linked MLX-LM runtime registry before Pines may select TurboQuant by default." + ) + } + XCTAssertFalse( + MLXLLM.MLXTurboQuantRuntimeCapabilityRegistry.supportsThrowingTurboQuantAttention(modelType: "gemma4_assistant") + ) + XCTAssertFalse( + MLXLLM.MLXTurboQuantRuntimeCapabilityRegistry.supportsThrowingTurboQuantAttention(modelType: "pixtral") + ) + #else + throw XCTSkip("MLXLLM is not linked in this test build.") + #endif + } + func testFixedTurboQuantPinsExposeHighBitSeedPath() throws { let highBitSeed = UInt64(0xDEAD_BEEF_0000_0017) let configuration = MLX.TurboQuantConfiguration( @@ -136,6 +166,12 @@ final class MLXTurboQuantRuntimeSmokeTests: XCTestCase { valueHeadDimension: 256 )) XCTAssertEqual(profile.id, expectedProfileID) + if !expectedProfileID.contains("-a3b") { + XCTAssertEqual(profile.recommendedScheme, .turbo8) + XCTAssertEqual(profile.recommendedScheme.preset, .turbo8) + XCTAssertEqual(profile.valueBits, 8) + XCTAssertEqual(profile.optimizationPolicy, .conservative) + } } let rejected = registry.selection( diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index 3599a2a..8bb6b7b 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -262,6 +262,7 @@ public enum TurboQuantPreset: String, Codable, Sendable, CaseIterable { case turbo3_5 case turbo4 case turbo4v2 + case turbo8 public static let defaultGeneration: Self = .turbo4v2 public static let conservativeFallback: Self = .turbo3_5 @@ -277,6 +278,8 @@ public enum TurboQuantPreset: String, Codable, Sendable, CaseIterable { "TurboQuant 4-bit" case .turbo4v2: "TurboQuant 4-bit V2" + case .turbo8: + "TurboQuant 8-bit" } } @@ -286,6 +289,8 @@ public enum TurboQuantPreset: String, Codable, Sendable, CaseIterable { 2 case .turbo3_5, .turbo4, .turbo4v2: 4 + case .turbo8: + 8 } } @@ -297,6 +302,8 @@ public enum TurboQuantPreset: String, Codable, Sendable, CaseIterable { 3 case .turbo4, .turbo4v2: 4 + case .turbo8: + 8 } } @@ -306,6 +313,8 @@ public enum TurboQuantPreset: String, Codable, Sendable, CaseIterable { 3 case .turbo3_5, .turbo4, .turbo4v2: 4 + case .turbo8: + 8 } } @@ -317,6 +326,8 @@ public enum TurboQuantPreset: String, Codable, Sendable, CaseIterable { 3.5 case .turbo4, .turbo4v2: 4 + case .turbo8: + 8 } } @@ -326,6 +337,8 @@ public enum TurboQuantPreset: String, Codable, Sendable, CaseIterable { 2 case .turbo3_5, .turbo4, .turbo4v2: 4 + case .turbo8: + 8 } } } @@ -1438,10 +1451,155 @@ public extension ModelInstall { ?? ModelDiscoveryResourcePolicy.inferredParameterCount(repository: repository, tags: []) } + var effectiveTurboQuantModalities: Set { + guard modalities.contains(.text), + modalities.contains(.vision), + turboQuantModelTypeHints.contains(where: Self.isQwen35TurboQuantFamily), + cacheTopology == .hybridAttentionAndNativeState, + keyHeadDimension == 256, + valueHeadDimension == 256, + !hasExplicitVisionInstallSignal + else { + return modalities + } + return [.text] + } + + var effectiveTurboQuantFamilySupport: TurboQuantFamilySupport { + if turboQuantFamilySupport == .attentionKVFull + || turboQuantFamilySupport == .hybridFull { + return turboQuantFamilySupport + } + if turboQuantFamilySupport == .unsupportedTopology, + effectiveTurboQuantModalities != [.text] { + return turboQuantFamilySupport + } + guard effectiveTurboQuantModalities == [.text] else { return turboQuantFamilySupport } + + let modelTypes = turboQuantModelTypeHints + let supportedHeadShape = Self.supportedTurboQuantAttentionHeadShape( + key: keyHeadDimension, + value: valueHeadDimension + ) + switch cacheTopology { + case .hybridAttentionAndNativeState: + if modelTypes.contains(where: Self.isQwen35TurboQuantFamily) + && keyHeadDimension == 256 && valueHeadDimension == 256 + { + return .hybridFull + } + if modelTypes.contains("lfm2"), supportedHeadShape { + return .hybridFull + } + return turboQuantFamilySupport + case .standardAttention, .slidingAttention, .sharedKVAttention: + guard supportedHeadShape else { return turboQuantFamilySupport } + if modelTypes.contains(where: Self.isBroadTurboQuantTextFamily) { + return .attentionKVFull + } + return turboQuantFamilySupport + case .visionLanguageAttention, .unsupported: + return turboQuantFamilySupport + } + } + var isSmallTextGenerationModel: Bool { - guard modalities == [.text], let resolvedParameterCount else { return false } + guard effectiveTurboQuantModalities == [.text], let resolvedParameterCount else { return false } return resolvedParameterCount <= 2_000_000_000 } + + private var hasExplicitVisionInstallSignal: Bool { + if cacheTopology == .visionLanguageAttention { + return true + } + for value in [repository, displayName, modelType, textConfigModelType] { + guard let value else { continue } + let lowercased = value + .trimmingCharacters(in: .whitespacesAndNewlines) + .lowercased() + let normalized = lowercased + .replacingOccurrences(of: "-", with: "_") + .replacingOccurrences(of: ".", with: "_") + if lowercased.contains("vision") + || lowercased.contains("visual") + || lowercased.contains("image") + || lowercased.contains("video") + || lowercased.contains("omni") + || lowercased.contains("multimodal") + || lowercased.contains("vlprocessor") + || lowercased.contains("qwen2vl") + || lowercased.contains("qwen3vl") + { + return true + } + if normalized.contains("_vl") + || normalized.contains("/vl") + || normalized.hasPrefix("vl_") + || normalized.contains("qwen2_vl") + || normalized.contains("qwen3_vl") + || normalized.contains("qwen3_5_vl") + { + return true + } + } + return false + } + + private var turboQuantModelTypeHints: Set { + var hints = Set() + for value in [modelType, textConfigModelType, repository, displayName] { + guard let value else { continue } + let normalized = value + .trimmingCharacters(in: .whitespacesAndNewlines) + .lowercased() + .replacingOccurrences(of: "-", with: "_") + .replacingOccurrences(of: ".", with: "_") + guard !normalized.isEmpty else { continue } + hints.insert(normalized) + } + return hints + } + + private static func supportedTurboQuantAttentionHeadShape(key: Int?, value: Int?) -> Bool { + guard let key, let value, key == value else { return false } + return [64, 80, 96, 112, 128, 160, 192, 256, 512].contains(key) + } + + private static func isQwen35TurboQuantFamily(_ value: String) -> Bool { + value == "qwen3_5" + || value == "qwen3_5_text" + || value == "qwen3_5_moe" + || value == "qwen3_5_moe_text" + || value.contains("qwen3_5") + } + + private static func isBroadTurboQuantTextFamily(_ value: String) -> Bool { + value == "llama" + || value == "mistral" + || value == "mistral3" + || value == "mistral4" + || value == "ministral3" + || value == "gemma" + || value == "gemma2" + || value == "gemma3" + || value == "gemma3_text" + || value == "gemma3n" + || value == "gemma3n_text" + || value == "gemma4" + || value == "gemma4_text" + || value == "qwen2" + || value == "qwen3" + || value == "qwen3_moe" + || value == "acereason" + || value == "phi" + || value == "phi3" + || value == "granite" + || value == "exaone" + || value == "exaone4" + || value == "smollm3" + || value == "glm4_moe_lite" + || isQwen35TurboQuantFamily(value) + } } public protocol LocalModelRunner: Sendable { @@ -2077,35 +2235,101 @@ public struct LocalGenerationPipelinePlan: Hashable, Codable, Sendable { safety: LocalRuntimeSafetyAssessment, availableMemoryBytes: Int64? ) -> Int? { - guard safety.constrainedModeActive else { return nil } - let policyLimit: Int? + let pressureLimit: Int? switch safety.pressureReason { case .lowMemory: if let availableMemoryBytes { if availableMemoryBytes < 1_000_000_000 { - policyLimit = 128 + pressureLimit = 128 } else if availableMemoryBytes < 1_200_000_000 { - policyLimit = 256 + pressureLimit = 256 } else if availableMemoryBytes < LocalRuntimeSafetyPolicy.constrainedAvailableMemoryBytes { - policyLimit = 512 + pressureLimit = 512 } else { - policyLimit = 1_024 + pressureLimit = 1_024 } } else { - policyLimit = 512 + pressureLimit = 512 } case .thermalFair, .thermalSerious, .thinThermal: - policyLimit = 768 + pressureLimit = 768 case .lowPower: - policyLimit = 1_024 + pressureLimit = 1_024 case .none, .thermalCritical: - policyLimit = nil + pressureLimit = nil } + let loadedTurboQuantHeadroomLimit = Self.loadedTurboQuantHeadroomCompletionLimit( + profile: profile, + availableMemoryBytes: availableMemoryBytes + ) + let policyLimit: Int? + if safety.constrainedModeActive { + policyLimit = [pressureLimit, loadedTurboQuantHeadroomLimit] + .compactMap { $0 } + .min() + } else { + policyLimit = loadedTurboQuantHeadroomLimit + } guard let policyLimit else { return nil } return min(profile.quantization.maxKVSize ?? policyLimit, policyLimit) } + private static func loadedTurboQuantHeadroomCompletionLimit( + profile: RuntimeProfile, + availableMemoryBytes: Int64? + ) -> Int? { + guard profile.quantization.kvCacheStrategy == .turboQuant, + let availableMemoryBytes else { + return nil + } + let headroomLimit: Int? + if availableMemoryBytes < 1_000_000_000 { + headroomLimit = 128 + } else if availableMemoryBytes < 1_200_000_000 { + headroomLimit = 256 + } else if availableMemoryBytes < 1_800_000_000 { + headroomLimit = 384 + } else if availableMemoryBytes < 2_600_000_000 { + headroomLimit = 512 + } else if availableMemoryBytes < 3_000_000_000 { + headroomLimit = 768 + } else { + headroomLimit = nil + } + return [headroomLimit, hybridTurboQuantCompletionLimit(profile: profile, availableMemoryBytes: availableMemoryBytes)] + .compactMap { $0 } + .min() + } + + private static func hybridTurboQuantCompletionLimit( + profile: RuntimeProfile, + availableMemoryBytes: Int64 + ) -> Int? { + guard isHybridTurboQuantRuntimeProfile(profile) else { return nil } + if availableMemoryBytes < 3_200_000_000 { + return 256 + } + if availableMemoryBytes < 4_000_000_000 { + return 384 + } + if availableMemoryBytes < 5_000_000_000 { + return 512 + } + return nil + } + + private static func isHybridTurboQuantRuntimeProfile(_ profile: RuntimeProfile) -> Bool { + guard profile.quantization.kvCacheStrategy == .turboQuant else { return false } + let profileID = profile.quantization.turboQuantProfileID? + .trimmingCharacters(in: .whitespacesAndNewlines) + .lowercased() + guard let profileID, !profileID.isEmpty else { return false } + return profileID.contains("qwen3.5") + || profileID.contains("qwen3.6") + || profileID.contains("lfm2") + } + private mutating func fitKVCacheToPreparedPrompt( promptTokenCount: Int, maxContextTokens: Int, diff --git a/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift b/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift index da7a5b8..5a43036 100644 --- a/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift +++ b/Sources/PinesCore/ModelHub/ModelPreflightClassifier.swift @@ -49,12 +49,21 @@ public struct ModelPreflightClassifier: Sendable { || lowerTag == "sentence-transformers" || lowerTag == "embeddings" } - let hasVisionSignal = hasProcessorConfig + let modelTypes = Self.normalizedModelTypes( + from: config, + modelType: modelType, + textConfigModelType: textConfigModelType + ) + let hasProcessorOnlyVisionSignal = hasProcessorConfig || processorClass?.localizedCaseInsensitiveContains("processor") == true - || input.tags.contains { tag in - let lowerTag = tag.lowercased() - return lowerTag == "image-text-to-text" || lowerTag == "any-to-any" - } + let hasExplicitVisionSignal = Self.hasExplicitVisionSignal( + repository: lowerRepository, + tags: input.tags, + processorClass: processorClass + ) + let requiresExplicitVisionSignal = modelTypes.contains(where: Self.isQwen35Family) + let hasVisionSignal = hasExplicitVisionSignal + || (hasProcessorOnlyVisionSignal && !requiresExplicitVisionSignal) let hasAudioSignal = config?["audio_config"] != nil || config?["audio_tower"] != nil || lowerRepository.contains("audio") @@ -430,6 +439,48 @@ public struct ModelPreflightClassifier: Sendable { || modelType == "gemma4_assistant" } + private static func hasExplicitVisionSignal( + repository: String, + tags: [String], + processorClass: String? + ) -> Bool { + if let processorClass { + let lower = processorClass.lowercased() + if lower.contains("vl") + || lower.contains("vision") + || lower.contains("visual") + || lower.contains("image") + || lower.contains("video") + || lower.contains("omni") + || lower.contains("multimodal") + { + return true + } + } + if repository.contains("-vl") + || repository.contains("_vl") + || repository.contains("vision") + || repository.contains("visual") + || repository.contains("image") + || repository.contains("video") + || repository.contains("omni") + || repository.contains("multimodal") + { + return true + } + return tags.contains { tag in + let lowerTag = tag.lowercased() + return lowerTag == "image-text-to-text" + || lowerTag == "visual-question-answering" + || lowerTag == "image-to-text" + || lowerTag == "video-text-to-text" + || lowerTag == "any-to-any" + || lowerTag.contains("vision") + || lowerTag.contains("image") + || lowerTag.contains("video") + || lowerTag.contains("multimodal") + } + } private static func hasQwen35LinearAttention(in config: [String: Any]?) -> Bool { guard let config else { return false } diff --git a/Sources/PinesCoreTestRunner/main.swift b/Sources/PinesCoreTestRunner/main.swift index e18d76c..915e756 100644 --- a/Sources/PinesCoreTestRunner/main.swift +++ b/Sources/PinesCoreTestRunner/main.swift @@ -851,7 +851,7 @@ struct PinesCoreTestRunner { try expectEqual(runtimeProfile.quantization.activeBackend, .mlxPacked) try expectEqual(runtimeProfile.quantization.metalCodecAvailable, false) try expectEqual(runtimeProfile.quantization.turboQuantUserMode, .balanced) - try expectEqual(TurboQuantPreset.allCases, [.turbo2_5, .turbo3_5, .turbo4, .turbo4v2]) + try expectEqual(TurboQuantPreset.allCases, [.turbo2_5, .turbo3_5, .turbo4, .turbo4v2, .turbo8]) try expectEqual(TurboQuantUserMode.allCases, [.fastest, .balanced, .maxContext, .batterySaver]) try expectEqual(TurboQuantPreset.defaultGeneration, .turbo4v2) try expectEqual(TurboQuantPreset.conservativeFallback, .turbo3_5) @@ -860,6 +860,10 @@ struct PinesCoreTestRunner { try expectEqual(TurboQuantPreset.turbo4v2.baseBits, 4) try expectEqual(TurboQuantPreset.turbo4v2.outlierBits, 4) try expectEqual(TurboQuantPreset.turbo4v2.defaultValueBits, 4) + try expectEqual(TurboQuantPreset.turbo8.effectiveBits, 8) + try expectEqual(TurboQuantPreset.turbo8.baseBits, 8) + try expectEqual(TurboQuantPreset.turbo8.outlierBits, 8) + try expectEqual(TurboQuantPreset.turbo8.defaultValueBits, 8) let legacyQuantization = try JSONDecoder().decode( QuantizationProfile.self, from: #"{"kvBits":8,"kvGroupSize":64,"quantizedKVStart":256}"#.data(using: .utf8)! diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index 0000bbe..fccf230 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -165,6 +165,19 @@ struct CoreContractTests { #expect(decoded.selectedMode == .balanced) } + @Test + func turboQuantEightBitPresetRoundTripsThroughCoreContracts() throws { + #expect(TurboQuantPreset(rawValue: "turbo8") == .turbo8) + #expect(TurboQuantPreset.turbo8.effectiveBits == 8) + #expect(TurboQuantPreset.turbo8.baseBits == 8) + #expect(TurboQuantPreset.turbo8.outlierBits == 8) + #expect(TurboQuantPreset.turbo8.defaultValueBits == 8) + + let encoded = try JSONEncoder().encode(TurboQuantPreset.turbo8) + let decoded = try JSONDecoder().decode(TurboQuantPreset.self, from: encoded) + #expect(decoded == .turbo8) + } + @Test func chatContextPackerAnchorsCurrentUserAndDropsStaleFutureTurns() { let anchorID = UUID() @@ -3561,6 +3574,77 @@ struct CoreContractTests { } } + @Test + func qwenTextModelsWithGenericProcessorConfigStillAdvertiseTurboQuant() throws { + let classifier = ModelPreflightClassifier() + let result = classifier.classify( + ModelPreflightInput( + repository: "mlx-community/Qwen3.5-0.8B-MLX-4bit", + configJSON: Data( + #"{"model_type":"qwen3_5","head_dim":256,"full_attention_interval":4,"linear_num_value_heads":8,"linear_conv_kernel_dim":4}"# + .utf8 + ), + processorConfigJSON: Data(#"{"processor_class":"QwenProcessor"}"#.utf8), + files: [ + ModelFileInfo(path: "config.json", size: 10_000), + ModelFileInfo(path: "tokenizer.json", size: 8_000_000), + ModelFileInfo(path: "processor_config.json", size: 12_000), + ModelFileInfo(path: "model.safetensors", size: 700_000_000), + ], + tags: ["mlx", "qwen3_5", "4bit"] + ) + ) + + #expect(result.verification == .verified) + #expect(result.modalities == [.text]) + #expect(result.cacheTopology == .hybridAttentionAndNativeState) + #expect(result.turboQuantFamilySupport == .hybridFull) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: result.repository, + modelType: result.modelType, + textConfigModelType: result.textConfigModelType, + modalities: result.modalities, + familySupport: result.turboQuantFamilySupport + ) + ) + } + + @Test + func qwenVisionModelsRemainGatedUntilVLMTurboQuantTopologyIsExplicit() throws { + let classifier = ModelPreflightClassifier() + let result = classifier.classify( + ModelPreflightInput( + repository: "mlx-community/Qwen3.5-VL-2B-Instruct-4bit", + configJSON: Data( + #"{"model_type":"qwen3_5","head_dim":256,"full_attention_interval":4,"linear_num_value_heads":8,"linear_conv_kernel_dim":4}"# + .utf8 + ), + processorConfigJSON: Data(#"{"processor_class":"Qwen2VLProcessor"}"#.utf8), + files: [ + ModelFileInfo(path: "config.json", size: 10_000), + ModelFileInfo(path: "tokenizer.json", size: 8_000_000), + ModelFileInfo(path: "processor_config.json", size: 12_000), + ModelFileInfo(path: "model.safetensors", size: 1_550_000_000), + ], + tags: ["mlx", "qwen3_5", "image-text-to-text", "4bit"] + ) + ) + + #expect(result.modalities == [.text, .vision]) + #expect(result.cacheTopology == .hybridAttentionAndNativeState) + #expect(result.turboQuantFamilySupport == .none) + #expect( + !TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: result.repository, + modelType: result.modelType, + textConfigModelType: result.textConfigModelType, + modalities: result.modalities, + familySupport: result.turboQuantFamilySupport + ) + ) + } + @Test func qwenTurboQuantResourcePolicyKeepsLargeModelsBehindDownloadGates() throws { let compactPolicy = ModelDiscoveryResourcePolicy(maxDownloadBytes: 3_800_000_000) @@ -3661,6 +3745,73 @@ struct CoreContractTests { #expect(gemma1B.isSmallTextGenerationModel) } + @Test + func modelInstallRepairsStaleTurboQuantFamilySupportForAdmittedTextModels() { + let staleQwen08 = ModelInstall( + modelID: ModelID(rawValue: "mlx-community/Qwen3.5-0.8B-MLX-4bit"), + displayName: "Qwen3.5 0.8B", + repository: "mlx-community/Qwen3.5-0.8B-MLX-4bit", + modalities: [.text, .vision], + verification: .installable, + modelType: "qwen3_5", + textConfigModelType: "qwen3_5_text", + processorClass: "QwenProcessor", + keyHeadDimension: 256, + valueHeadDimension: 256, + cacheTopology: .hybridAttentionAndNativeState, + turboQuantFamilySupport: .none + ) + let staleLlama3B = ModelInstall( + modelID: ModelID(rawValue: "mlx-community/Llama-3.2-3B-Instruct-4bit"), + displayName: "Llama 3.2 3B", + repository: "mlx-community/Llama-3.2-3B-Instruct-4bit", + modalities: [.text], + verification: .installable, + modelType: "llama", + keyHeadDimension: 128, + valueHeadDimension: 128, + cacheTopology: .standardAttention, + turboQuantFamilySupport: .none + ) + let qwenVL = ModelInstall( + modelID: ModelID(rawValue: "mlx-community/Qwen3.5-VL-2B-Instruct-4bit"), + displayName: "Qwen3.5 VL 2B", + repository: "mlx-community/Qwen3.5-VL-2B-Instruct-4bit", + modalities: [.text, .vision], + verification: .installable, + modelType: "qwen3_5", + processorClass: "Qwen2VLProcessor", + keyHeadDimension: 256, + valueHeadDimension: 256, + cacheTopology: .hybridAttentionAndNativeState, + turboQuantFamilySupport: .none + ) + + #expect(staleQwen08.effectiveTurboQuantModalities == [.text]) + #expect(staleQwen08.effectiveTurboQuantFamilySupport == .hybridFull) + #expect( + TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: staleQwen08.repository, + modelType: staleQwen08.modelType, + textConfigModelType: staleQwen08.textConfigModelType, + modalities: staleQwen08.effectiveTurboQuantModalities, + familySupport: staleQwen08.effectiveTurboQuantFamilySupport + ) + ) + #expect(staleLlama3B.effectiveTurboQuantFamilySupport == .attentionKVFull) + #expect(qwenVL.effectiveTurboQuantModalities == [.text, .vision]) + #expect(qwenVL.effectiveTurboQuantFamilySupport == .none) + #expect( + !TurboQuantRuntimeSupport.supportsThrowingAttentionGeneration( + repository: qwenVL.repository, + modelType: qwenVL.modelType, + textConfigModelType: qwenVL.textConfigModelType, + modalities: qwenVL.effectiveTurboQuantModalities, + familySupport: qwenVL.effectiveTurboQuantFamilySupport + ) + ) + } + @Test func turboQuantRuntimeSupportDefaultsForProfileBackedFamilies() throws { #expect( @@ -4541,7 +4692,17 @@ struct CoreContractTests { @Test func localGenerationPipelinePlanDoesNotClampOrdinaryLoadedModelHeadroom() { - let profile = RuntimeProfile(quantization: QuantizationProfile(maxKVSize: 4_096)) + let profile = RuntimeProfile( + quantization: QuantizationProfile( + maxKVSize: 4_096, + algorithm: .none, + kvCacheStrategy: .none, + preset: nil, + requestedBackend: nil, + activeBackend: nil, + activeAttentionPath: nil + ) + ) let safety = LocalRuntimeSafetyPolicy.assess( snapshot: RuntimeMemorySnapshot( physicalMemoryBytes: 8_000_000_000, @@ -4588,12 +4749,66 @@ struct CoreContractTests { initialAvailableMemoryBytes: 1_800_000_000 ) - #expect(plan.pressureCompletionTokenLimit == nil) + #expect(plan.pressureCompletionTokenLimit == 512) #expect(plan.reservedCompletionTokens == 20) #expect(plan.effectiveMaxTokens == 20) #expect(!plan.maxTokensClamped) } + @Test + func localGenerationPipelinePlanCapsTurboQuantCompletionForLoadedModelHeadroom() { + let profile = RuntimeProfile(quantization: QuantizationProfile(maxKVSize: 16_384)) + let safety = LocalRuntimeSafetyPolicy.assess( + snapshot: RuntimeMemorySnapshot( + physicalMemoryBytes: 8_000_000_000, + availableMemoryBytes: 2_533_000_000, + thermalState: "nominal" + ) + ) + let plan = LocalGenerationPipelinePlan( + requestedCompletionTokens: 2_048, + profile: profile, + safety: safety, + initialAvailableMemoryBytes: 2_533_000_000 + ) + + #expect(safety.pressureReason == .none) + #expect(plan.pressureCompletionTokenLimit == 512) + #expect(plan.reservedCompletionTokens == 512) + #expect(plan.effectiveMaxTokens == 512) + #expect(plan.maxTokensClamped) + } + + @Test + func localGenerationPipelinePlanCapsHybridTurboQuantCompletionForNativeStateHeadroom() { + let profile = RuntimeProfile( + quantization: QuantizationProfile( + maxKVSize: 16_384, + turboQuantProfileID: "qwen3.5-0.8b", + turboQuantProfileSource: "bundled" + ) + ) + let safety = LocalRuntimeSafetyPolicy.assess( + snapshot: RuntimeMemorySnapshot( + physicalMemoryBytes: 8_000_000_000, + availableMemoryBytes: 2_900_000_000, + thermalState: "nominal" + ) + ) + let plan = LocalGenerationPipelinePlan( + requestedCompletionTokens: 2_048, + profile: profile, + safety: safety, + initialAvailableMemoryBytes: 2_900_000_000 + ) + + #expect(safety.pressureReason == .none) + #expect(plan.pressureCompletionTokenLimit == 256) + #expect(plan.reservedCompletionTokens == 256) + #expect(plan.effectiveMaxTokens == 256) + #expect(plan.maxTokensClamped) + } + @Test func localGenerationPipelinePlanFitsCompletionBudgetToContextAfterTokenization() { let profile = RuntimeProfile(quantization: QuantizationProfile(maxKVSize: 4_096)) @@ -4659,7 +4874,7 @@ struct CoreContractTests { let safety = LocalRuntimeSafetyPolicy.assess( snapshot: RuntimeMemorySnapshot( physicalMemoryBytes: 8_000_000_000, - availableMemoryBytes: 1_800_000_000, + availableMemoryBytes: 3_200_000_000, thermalState: "nominal" ) ) @@ -4667,7 +4882,7 @@ struct CoreContractTests { requestedCompletionTokens: 2_048, profile: profile, safety: safety, - initialAvailableMemoryBytes: 1_800_000_000 + initialAvailableMemoryBytes: 3_200_000_000 ) let fitsContext = plan.fitPreparedPrompt(promptTokenCount: 47, maxContextTokens: 4_096) diff --git a/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift b/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift index 0a65009..b67d2cb 100644 --- a/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift @@ -50,6 +50,32 @@ struct TurboQuantWave1ControlPlaneTests { #expect(plan.downgradeReason != nil) } + @Test func admissionSeparatesLoadedWeightsFromIncrementalGenerationBudget() { + let loadedRequest = Self.request( + availableMemoryBytes: 1_700 * 1_024 * 1_024, + requestedContextTokens: 2_304, + compressedKVBytesPerToken: 32 * 1_024, + estimatedModelWeightsBytes: 0, + userMode: .batterySaver + ) + let doubleCountedRequest = Self.request( + availableMemoryBytes: 1_700 * 1_024 * 1_024, + requestedContextTokens: 2_304, + compressedKVBytesPerToken: 32 * 1_024, + estimatedModelWeightsBytes: 1_550_000_000, + userMode: .batterySaver + ) + + let loadedPlan = LocalRuntimeAdmissionService().admit(loadedRequest) + let doubleCountedPlan = LocalRuntimeAdmissionService().admit(doubleCountedRequest) + + #expect(loadedPlan.admitted) + #expect(loadedPlan.memoryZones.modelWeightsBytes == 0) + #expect(loadedPlan.memoryCushionBytes > 0) + #expect(!doubleCountedPlan.admitted) + #expect(doubleCountedPlan.rejectionReason == LocalInferenceFailureKind.memoryAdmissionFailed.rawValue) + } + @Test func runDecisionRequiresFallbackReason() { let invalid = TurboQuantRunDecision(fallbackUsed: true) let valid = TurboQuantRunDecision( @@ -144,14 +170,16 @@ struct TurboQuantWave1ControlPlaneTests { private static func request( availableMemoryBytes: Int64, requestedContextTokens: Int = 8192, - compressedKVBytesPerToken: Int64 = 256 * 1_024 + compressedKVBytesPerToken: Int64 = 256 * 1_024, + estimatedModelWeightsBytes: Int64? = nil, + userMode: TurboQuantUserMode = .balanced ) -> LocalRuntimeAdmissionRequest { LocalRuntimeAdmissionRequest( modelID: "test-model", requestedContextTokens: requestedContextTokens, reservedCompletionTokens: 512, - userMode: .balanced, - fallbackContract: .productDefault(for: .balanced), + userMode: userMode, + fallbackContract: .productDefault(for: userMode), deviceClass: .a17Pro, osBuild: "test", memoryCounters: RuntimeMemoryCounters( @@ -159,6 +187,7 @@ struct TurboQuantWave1ControlPlaneTests { processResidentMemoryBytes: 128 * 1_024 * 1_024 ), quantizationDiagnostics: RuntimeQuantizationDiagnostics(activeAttentionPath: .twoStageCompressed), + estimatedModelWeightsBytes: estimatedModelWeightsBytes, compressedKVBytesPerToken: compressedKVBytesPerToken, rawShadowBytes: 32 * 1_024 * 1_024, packedFallbackBytesPerToken: 16 * 1_024, diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md index c6edfa3..fe959b8 100644 --- a/docs/ARCHITECTURE.md +++ b/docs/ARCHITECTURE.md @@ -107,8 +107,8 @@ Vault retrieval stores both FP16 embeddings and compressed TurboQuant vector cod The app links MLX through exact fork pins in `project.yml`: -- `https://github.com/RNT56/mlx-swift` at `260c8fb16df772b8c20295529fde958fffb66369` -- `https://github.com/RNT56/mlx-swift-lm` at `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` +- `https://github.com/RNT56/mlx-swift` at `bc3fc52e78d1bf1b2073cfc14154b8329b514587` +- `https://github.com/RNT56/mlx-swift-lm` at `905db8d4d8d894086b036c61afee5324f0d575ba` - Nested `mlx` inside `RNT56/mlx-swift` at `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift` at `2abc34daff6ded246054d9e15b98870b5cd08b97` diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index d965126..ebea7dc 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` -- `RNT56/mlx-swift-lm`: `e4329351a4445ab686b830f2cbad34b47835c215` +- `RNT56/mlx-swift`: `bc3fc52e78d1bf1b2073cfc14154b8329b514587` +- `RNT56/mlx-swift-lm`: `905db8d4d8d894086b036c61afee5324f0d575ba` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -22,12 +22,12 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `260c8fb16df772b8c20295529fde958fffb66369` - - `RNT56/mlx-swift-lm`: `e4329351a4445ab686b830f2cbad34b47835c215` + - `RNT56/mlx-swift`: `bc3fc52e78d1bf1b2073cfc14154b8329b514587` + - `RNT56/mlx-swift-lm`: `905db8d4d8d894086b036c61afee5324f0d575ba` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` -- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, a tiled online fused decode path for admitted 64/80/96/112/128/192/240/256 head dimensions, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a raw-free physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, dense Qwen3.5/Qwen3.6 policies that preserve exact initial prefill and keep an exact recent raw shadow in conservative `turbo8` mode while committing compressed KV, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index e302195..944a2a8 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -9,10 +9,10 @@ After the Layout V5 default device-test closeout, the active local compatibility | Repo | Branch | Release-green commit | | --- | --- | --- | | `pines` | `tq/real-device-evidence-acceptance` | branch head | -| `mlx-swift` | `tq/layout-v5-default-device-tests` | `260c8fb16df772b8c20295529fde958fffb66369` | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` | +| `mlx-swift` | `tq/layout-v5-default-device-tests` | `bc3fc52e78d1bf1b2073cfc14154b8329b514587` | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `905db8d4d8d894086b036c61afee5324f0d575ba` | -Pines pins `MLXSwift` to `260c8fb16df772b8c20295529fde958fffb66369` and `MLXSwiftLM` to `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `MLXSwiftLM` to `905db8d4d8d894086b036c61afee5324f0d575ba` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. Local release gates are green, including full SwiftPM validation and `bash scripts/ci/run-xcode-validation.sh all`. Layout V5 is the default MLX layout on this pair, with Layout V4 still supported for legacy/comparison runs. Real-device model/device/mode evidence remains pending and is still required before any `Verified` or `Certified` product claim. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index 1406926..2e5634f 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -66,7 +66,7 @@ Machine-readable compatibility-pair files: Current status: - The active compatibility pair is green for local release gates. -- Pines pins `mlx-swift` `260c8fb16df772b8c20295529fde958fffb66369` and `mlx-swift-lm` `13d3b35a9f6207fbf342c40ff7ff77cd6f0b9b5e`. +- Pines pins `mlx-swift` `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `mlx-swift-lm` `905db8d4d8d894086b036c61afee5324f0d575ba`. - Layout V5 is the default TurboQuant layout on this pair; Layout V4 remains supported for legacy and comparison runs. - Full local Xcode validation has passed for the pair. - Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 53a2564..531eb51 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "260c8fb16df772b8c20295529fde958fffb66369", + "commit": "bc3fc52e78d1bf1b2073cfc14154b8329b514587", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "e4329351a4445ab686b830f2cbad34b47835c215", + "commit": "905db8d4d8d894086b036c61afee5324f0d575ba", "dirtyAtValidation": false }, "schemaSet": { @@ -270,16 +270,17 @@ "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", - "mlx-swift-lm e4329351a4445ab686b830f2cbad34b47835c215 exports a runtime TurboQuant capability registry, keeps typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, fixes 4-bit model ID parsing for 2B model names, and exposes Qwen3.5/Qwen3Next hybrid cache budgets as attention-KV-only so Pines no longer infers runtime support or memory shape from repository-name signals.", + "mlx-swift bc3fc52e78d1bf1b2073cfc14154b8329b514587 gates wide tiled online fused heads by hardware model and self-test quality, adds a turbo8 precision preset, and covers Qwen-like grouped-query 8-bit compressed attention in tests.", + "mlx-swift-lm 905db8d4d8d894086b036c61afee5324f0d575ba exports a runtime TurboQuant capability registry, keeps typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, fixes 4-bit model ID parsing for 2B model names, exposes Qwen3.5/Qwen3Next hybrid cache budgets as attention-KV-only, and keeps dense hybrid Qwen on conservative turbo8 with an exact recent raw shadow so short/current decode logits remain raw-equivalent while compressed KV is committed.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-gates-passed-layout-v5-default", - "pinnedMLXSwift": "260c8fb16df772b8c20295529fde958fffb66369", - "pinnedMLXSwiftLM": "e4329351a4445ab686b830f2cbad34b47835c215", - "compatibilityPairID": "mlx-swift-260c8fb16df772b8c20295529fde958fffb66369+mlx-swift-lm-e4329351a4445ab686b830f2cbad34b47835c215", + "pinnedMLXSwift": "bc3fc52e78d1bf1b2073cfc14154b8329b514587", + "pinnedMLXSwiftLM": "905db8d4d8d894086b036c61afee5324f0d575ba", + "compatibilityPairID": "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-905db8d4d8d894086b036c61afee5324f0d575ba", "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index b2cb3f2..61e00c2 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 260c8fb16df772b8c20295529fde958fffb66369 + revision: bc3fc52e78d1bf1b2073cfc14154b8329b514587 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: e4329351a4445ab686b830f2cbad34b47835c215 + revision: 905db8d4d8d894086b036c61afee5324f0d575ba SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 7f04583411e0ff6c9281a1383ca4d6fcdb564819 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 06:23:10 +0200 Subject: [PATCH 33/80] Stabilize quality-sensitive TurboQuant profiles --- DEV_README.md | 2 +- Pines.xcodeproj/project.pbxproj | 2 +- .../xcshareddata/swiftpm/Package.resolved | 2 +- Pines/Runtime/MLXRuntimeBridge.swift | 38 ++++++++++++++++++- .../PinesCore/Inference/InferenceTypes.swift | 1 + .../PinesCore/Inference/RuntimeTypes.swift | 29 +++++++++++++- Tests/PinesCoreTests/CoreContractTests.swift | 37 ++++++++++++++++++ docs/ARCHITECTURE.md | 2 +- docs/TURBOQUANT.md | 4 +- .../00-current-state.md | 4 +- docs/turboquant-implementation/README.md | 2 +- .../compatibility-pair.json | 8 ++-- project.yml | 2 +- 13 files changed, 116 insertions(+), 17 deletions(-) diff --git a/DEV_README.md b/DEV_README.md index f5ea833..568664f 100644 --- a/DEV_README.md +++ b/DEV_README.md @@ -223,7 +223,7 @@ Current app-level limits and defaults: The iOS app links exact maintained MLX fork revisions through `project.yml` and the generated Xcode project: - `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `bc3fc52e78d1bf1b2073cfc14154b8329b514587` -- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `905db8d4d8d894086b036c61afee5324f0d575ba` +- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `1af28b79449a95b471b3805926aef1347afd7423` - Nested `mlx` inside `MLXSwift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `MLXSwift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 01fb584..c98f0f4 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 905db8d4d8d894086b036c61afee5324f0d575ba; + revision = 1af28b79449a95b471b3805926aef1347afd7423; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 2503819..0cd3ccf 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "905db8d4d8d894086b036c61afee5324f0d575ba" + "revision" : "1af28b79449a95b471b3805926aef1347afd7423" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 1465050..3f13355 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-905db8d4d8d894086b036c61afee5324f0d575ba" + "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-1af28b79449a95b471b3805926aef1347afd7423" static var turboQuantLayoutVersion: Int { #if canImport(MLX) MLX.TurboQuantAttentionLayout.currentVersion @@ -3478,6 +3478,10 @@ private actor MLXRuntimeState { LocalProviderMetadataKeys.generationPrepareElapsedSeconds: String(prepareElapsedSeconds), LocalProviderMetadataKeys.generationPreflightAttempts: String(preflightAttempts), ] + if let repetitionPenalty = parameters.repetitionPenalty { + contextMetadata[LocalProviderMetadataKeys.generationRepetitionPenalty] = + String(repetitionPenalty) + } if let admission = profile.quantization.turboQuantAdmission { contextMetadata[LocalProviderMetadataKeys.turboQuantSelectedMode] = admission.selectedMode.rawValue contextMetadata[LocalProviderMetadataKeys.turboQuantAdmittedContext] = String(admission.admittedContextLength) @@ -4273,6 +4277,10 @@ private actor MLXRuntimeState { maxKVSizeOverride ?? profile.quantization.maxKVSize } + let resolvedRepetitionPenalty = + request.sampling.repetitionPenalty + ?? Self.localTurboQuantDefaultRepetitionPenalty(for: install, profile: profile) + return GenerateParameters( maxTokens: maxTokensOverride ?? request.sampling.maxTokens, maxKVSize: resolvedMaxKVSize, @@ -4301,12 +4309,38 @@ private actor MLXRuntimeState { turboQuantFallbackPolicy: turboQuantFallbackPolicy, temperature: request.sampling.temperature, topP: request.sampling.topP, - repetitionPenalty: request.sampling.repetitionPenalty, + repetitionPenalty: resolvedRepetitionPenalty, repetitionContextSize: profile.repetitionContextSize, prefillStepSize: profile.prefillStepSize ) } + private static func localTurboQuantDefaultRepetitionPenalty( + for install: ModelInstall?, + profile: RuntimeProfile + ) -> Float? { + guard profile.quantization.kvCacheStrategy == .turboQuant else { return nil } + let identifiers = [ + profile.quantization.turboQuantProfileID, + install?.repository, + install?.modelID.rawValue, + install?.modelType, + install?.textConfigModelType, + ] + .compactMap { $0 } + .joined(separator: " ") + .lowercased() + + if identifiers.contains("qwen3.5") || identifiers.contains("qwen3_5") + || identifiers.contains("qwen3.6") || identifiers.contains("qwen3_6") { + return 1.12 + } + if identifiers.contains("llama") || identifiers.contains("gemma") { + return 1.08 + } + return nil + } + #if canImport(MLX) && canImport(MLXLMCommon) private static func promptTokenIDs(from tokens: MLXArray) -> [Int32] { tokens.asArray(Int32.self) diff --git a/Sources/PinesCore/Inference/InferenceTypes.swift b/Sources/PinesCore/Inference/InferenceTypes.swift index e0383f2..1c0fb98 100644 --- a/Sources/PinesCore/Inference/InferenceTypes.swift +++ b/Sources/PinesCore/Inference/InferenceTypes.swift @@ -88,6 +88,7 @@ public enum LocalProviderMetadataKeys { public static let generationPrepareElapsedSeconds = "local.generation.prepare_elapsed_seconds" public static let generationCacheCreateElapsedSeconds = "local.generation.cache_create_elapsed_seconds" public static let generationPreflightAttempts = "local.generation.preflight_attempts" + public static let generationRepetitionPenalty = "local.generation.repetition_penalty" public static let generationRequestedMaxTokens = "local.generation.requested_max_tokens" public static let generationEffectiveMaxTokens = "local.generation.effective_max_tokens" public static let generationMaxTokensClamped = "local.generation.max_tokens_clamped" diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index 8bb6b7b..b3c67c5 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -2297,11 +2297,38 @@ public struct LocalGenerationPipelinePlan: Hashable, Codable, Sendable { } else { headroomLimit = nil } - return [headroomLimit, hybridTurboQuantCompletionLimit(profile: profile, availableMemoryBytes: availableMemoryBytes)] + return [ + headroomLimit, + hybridTurboQuantCompletionLimit(profile: profile, availableMemoryBytes: availableMemoryBytes), + qualityGuardedTurboQuantCompletionLimit(profile: profile, availableMemoryBytes: availableMemoryBytes), + ] .compactMap { $0 } .min() } + private static func qualityGuardedTurboQuantCompletionLimit( + profile: RuntimeProfile, + availableMemoryBytes: Int64 + ) -> Int? { + guard profile.quantization.kvCacheStrategy == .turboQuant else { return nil } + let profileID = profile.quantization.turboQuantProfileID? + .trimmingCharacters(in: .whitespacesAndNewlines) + .lowercased() + guard let profileID, !profileID.isEmpty else { return nil } + + if profileID == "gemma-3-1b" { + return availableMemoryBytes < 3_000_000_000 ? 256 : 384 + } + if profileID == "llama-3.2-3b" { + return availableMemoryBytes < 2_000_000_000 ? 128 : 192 + } + if (profileID.hasPrefix("qwen3.5-") || profileID.hasPrefix("qwen3.6-")), + profileID != "qwen3.5-0.8b" { + return availableMemoryBytes < 3_200_000_000 ? 192 : 256 + } + return nil + } + private static func hybridTurboQuantCompletionLimit( profile: RuntimeProfile, availableMemoryBytes: Int64 diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index fccf230..27a1557 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -4809,6 +4809,43 @@ struct CoreContractTests { #expect(plan.maxTokensClamped) } + @Test + func localGenerationPipelinePlanCapsQualitySensitiveTurboQuantFamilies() { + let cases: [(String, Int64, Int)] = [ + ("gemma-3-1b", 2_900_000_000, 256), + ("llama-3.2-3b", 1_600_000_000, 128), + ("qwen3.5-2b", 2_900_000_000, 192), + ] + let safety = LocalRuntimeSafetyPolicy.assess( + snapshot: RuntimeMemorySnapshot( + physicalMemoryBytes: 8_000_000_000, + availableMemoryBytes: 2_900_000_000, + thermalState: "nominal" + ) + ) + + for (profileID, availableMemoryBytes, expectedLimit) in cases { + let profile = RuntimeProfile( + quantization: QuantizationProfile( + maxKVSize: 16_384, + turboQuantProfileID: profileID, + turboQuantProfileSource: "bundled" + ) + ) + let plan = LocalGenerationPipelinePlan( + requestedCompletionTokens: 2_048, + profile: profile, + safety: safety, + initialAvailableMemoryBytes: availableMemoryBytes + ) + + #expect(plan.pressureCompletionTokenLimit == expectedLimit) + #expect(plan.reservedCompletionTokens == expectedLimit) + #expect(plan.effectiveMaxTokens == expectedLimit) + #expect(plan.maxTokensClamped) + } + } + @Test func localGenerationPipelinePlanFitsCompletionBudgetToContextAfterTokenization() { let profile = RuntimeProfile(quantization: QuantizationProfile(maxKVSize: 4_096)) diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md index fe959b8..4821898 100644 --- a/docs/ARCHITECTURE.md +++ b/docs/ARCHITECTURE.md @@ -108,7 +108,7 @@ Vault retrieval stores both FP16 embeddings and compressed TurboQuant vector cod The app links MLX through exact fork pins in `project.yml`: - `https://github.com/RNT56/mlx-swift` at `bc3fc52e78d1bf1b2073cfc14154b8329b514587` -- `https://github.com/RNT56/mlx-swift-lm` at `905db8d4d8d894086b036c61afee5324f0d575ba` +- `https://github.com/RNT56/mlx-swift-lm` at `1af28b79449a95b471b3805926aef1347afd7423` - Nested `mlx` inside `RNT56/mlx-swift` at `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift` at `2abc34daff6ded246054d9e15b98870b5cd08b97` diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index ebea7dc..3c66ff9 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -5,7 +5,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: - `RNT56/mlx-swift`: `bc3fc52e78d1bf1b2073cfc14154b8329b514587` -- `RNT56/mlx-swift-lm`: `905db8d4d8d894086b036c61afee5324f0d575ba` +- `RNT56/mlx-swift-lm`: `1af28b79449a95b471b3805926aef1347afd7423` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -23,7 +23,7 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - `RNT56/mlx-swift`: `bc3fc52e78d1bf1b2073cfc14154b8329b514587` - - `RNT56/mlx-swift-lm`: `905db8d4d8d894086b036c61afee5324f0d575ba` + - `RNT56/mlx-swift-lm`: `1af28b79449a95b471b3805926aef1347afd7423` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index 944a2a8..30811c0 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -10,9 +10,9 @@ After the Layout V5 default device-test closeout, the active local compatibility | --- | --- | --- | | `pines` | `tq/real-device-evidence-acceptance` | branch head | | `mlx-swift` | `tq/layout-v5-default-device-tests` | `bc3fc52e78d1bf1b2073cfc14154b8329b514587` | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `905db8d4d8d894086b036c61afee5324f0d575ba` | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `1af28b79449a95b471b3805926aef1347afd7423` | -Pines pins `MLXSwift` to `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `MLXSwiftLM` to `905db8d4d8d894086b036c61afee5324f0d575ba` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `MLXSwiftLM` to `1af28b79449a95b471b3805926aef1347afd7423` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. Local release gates are green, including full SwiftPM validation and `bash scripts/ci/run-xcode-validation.sh all`. Layout V5 is the default MLX layout on this pair, with Layout V4 still supported for legacy/comparison runs. Real-device model/device/mode evidence remains pending and is still required before any `Verified` or `Certified` product claim. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index 2e5634f..49a3d0a 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -66,7 +66,7 @@ Machine-readable compatibility-pair files: Current status: - The active compatibility pair is green for local release gates. -- Pines pins `mlx-swift` `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `mlx-swift-lm` `905db8d4d8d894086b036c61afee5324f0d575ba`. +- Pines pins `mlx-swift` `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `mlx-swift-lm` `1af28b79449a95b471b3805926aef1347afd7423`. - Layout V5 is the default TurboQuant layout on this pair; Layout V4 remains supported for legacy and comparison runs. - Full local Xcode validation has passed for the pair. - Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 531eb51..b7cdc28 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -16,7 +16,7 @@ "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "905db8d4d8d894086b036c61afee5324f0d575ba", + "commit": "1af28b79449a95b471b3805926aef1347afd7423", "dirtyAtValidation": false }, "schemaSet": { @@ -271,7 +271,7 @@ "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", "mlx-swift bc3fc52e78d1bf1b2073cfc14154b8329b514587 gates wide tiled online fused heads by hardware model and self-test quality, adds a turbo8 precision preset, and covers Qwen-like grouped-query 8-bit compressed attention in tests.", - "mlx-swift-lm 905db8d4d8d894086b036c61afee5324f0d575ba exports a runtime TurboQuant capability registry, keeps typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, fixes 4-bit model ID parsing for 2B model names, exposes Qwen3.5/Qwen3Next hybrid cache budgets as attention-KV-only, and keeps dense hybrid Qwen on conservative turbo8 with an exact recent raw shadow so short/current decode logits remain raw-equivalent while compressed KV is committed.", + "mlx-swift-lm 1af28b79449a95b471b3805926aef1347afd7423 exports a runtime TurboQuant capability registry, keeps typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, fixes 4-bit model ID parsing for 2B model names, exposes Qwen3.5/Qwen3Next hybrid cache budgets as attention-KV-only, and keeps dense hybrid Qwen plus quality-sensitive Gemma 3 1B and Llama 3.2 3B profiles on conservative turbo8 with an exact recent raw shadow so short/current decode logits remain raw-equivalent while compressed KV is committed.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." ], @@ -279,8 +279,8 @@ "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-gates-passed-layout-v5-default", "pinnedMLXSwift": "bc3fc52e78d1bf1b2073cfc14154b8329b514587", - "pinnedMLXSwiftLM": "905db8d4d8d894086b036c61afee5324f0d575ba", - "compatibilityPairID": "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-905db8d4d8d894086b036c61afee5324f0d575ba", + "pinnedMLXSwiftLM": "1af28b79449a95b471b3805926aef1347afd7423", + "compatibilityPairID": "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-1af28b79449a95b471b3805926aef1347afd7423", "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 61e00c2..b33c73a 100644 --- a/project.yml +++ b/project.yml @@ -13,7 +13,7 @@ packages: revision: bc3fc52e78d1bf1b2073cfc14154b8329b514587 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 905db8d4d8d894086b036c61afee5324f0d575ba + revision: 1af28b79449a95b471b3805926aef1347afd7423 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 73c5c76e0b2a6323ac884ec1a243a4bd81b223ed Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 06:41:58 +0200 Subject: [PATCH 34/80] Pin Pines to corrected TurboQuant profiles --- Pines.xcodeproj/project.pbxproj | 2 +- .../xcshareddata/swiftpm/Package.resolved | 2 +- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/ARCHITECTURE.md | 2 +- docs/TURBOQUANT.md | 4 ++-- docs/turboquant-implementation/00-current-state.md | 4 ++-- docs/turboquant-implementation/README.md | 2 +- docs/turboquant-implementation/compatibility-pair.json | 8 ++++---- project.yml | 2 +- 9 files changed, 14 insertions(+), 14 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index c98f0f4..9c1508f 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 1af28b79449a95b471b3805926aef1347afd7423; + revision = 0dda609cf9226b166b794088905b99b01e8f1f46; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 0cd3ccf..9124639 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "1af28b79449a95b471b3805926aef1347afd7423" + "revision" : "0dda609cf9226b166b794088905b99b01e8f1f46" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 3f13355..e4c2c92 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-1af28b79449a95b471b3805926aef1347afd7423" + "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-0dda609cf9226b166b794088905b99b01e8f1f46" static var turboQuantLayoutVersion: Int { #if canImport(MLX) MLX.TurboQuantAttentionLayout.currentVersion diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md index 4821898..dba9caf 100644 --- a/docs/ARCHITECTURE.md +++ b/docs/ARCHITECTURE.md @@ -108,7 +108,7 @@ Vault retrieval stores both FP16 embeddings and compressed TurboQuant vector cod The app links MLX through exact fork pins in `project.yml`: - `https://github.com/RNT56/mlx-swift` at `bc3fc52e78d1bf1b2073cfc14154b8329b514587` -- `https://github.com/RNT56/mlx-swift-lm` at `1af28b79449a95b471b3805926aef1347afd7423` +- `https://github.com/RNT56/mlx-swift-lm` at `0dda609cf9226b166b794088905b99b01e8f1f46` - Nested `mlx` inside `RNT56/mlx-swift` at `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift` at `2abc34daff6ded246054d9e15b98870b5cd08b97` diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 3c66ff9..b8dcdeb 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -5,7 +5,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: - `RNT56/mlx-swift`: `bc3fc52e78d1bf1b2073cfc14154b8329b514587` -- `RNT56/mlx-swift-lm`: `1af28b79449a95b471b3805926aef1347afd7423` +- `RNT56/mlx-swift-lm`: `0dda609cf9226b166b794088905b99b01e8f1f46` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -23,7 +23,7 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - `RNT56/mlx-swift`: `bc3fc52e78d1bf1b2073cfc14154b8329b514587` - - `RNT56/mlx-swift-lm`: `1af28b79449a95b471b3805926aef1347afd7423` + - `RNT56/mlx-swift-lm`: `0dda609cf9226b166b794088905b99b01e8f1f46` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index 30811c0..7ed5ae5 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -10,9 +10,9 @@ After the Layout V5 default device-test closeout, the active local compatibility | --- | --- | --- | | `pines` | `tq/real-device-evidence-acceptance` | branch head | | `mlx-swift` | `tq/layout-v5-default-device-tests` | `bc3fc52e78d1bf1b2073cfc14154b8329b514587` | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `1af28b79449a95b471b3805926aef1347afd7423` | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `0dda609cf9226b166b794088905b99b01e8f1f46` | -Pines pins `MLXSwift` to `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `MLXSwiftLM` to `1af28b79449a95b471b3805926aef1347afd7423` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `MLXSwiftLM` to `0dda609cf9226b166b794088905b99b01e8f1f46` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. Local release gates are green, including full SwiftPM validation and `bash scripts/ci/run-xcode-validation.sh all`. Layout V5 is the default MLX layout on this pair, with Layout V4 still supported for legacy/comparison runs. Real-device model/device/mode evidence remains pending and is still required before any `Verified` or `Certified` product claim. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index 49a3d0a..22a0bee 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -66,7 +66,7 @@ Machine-readable compatibility-pair files: Current status: - The active compatibility pair is green for local release gates. -- Pines pins `mlx-swift` `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `mlx-swift-lm` `1af28b79449a95b471b3805926aef1347afd7423`. +- Pines pins `mlx-swift` `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `mlx-swift-lm` `0dda609cf9226b166b794088905b99b01e8f1f46`. - Layout V5 is the default TurboQuant layout on this pair; Layout V4 remains supported for legacy and comparison runs. - Full local Xcode validation has passed for the pair. - Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index b7cdc28..104d341 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -16,7 +16,7 @@ "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "1af28b79449a95b471b3805926aef1347afd7423", + "commit": "0dda609cf9226b166b794088905b99b01e8f1f46", "dirtyAtValidation": false }, "schemaSet": { @@ -271,7 +271,7 @@ "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", "mlx-swift bc3fc52e78d1bf1b2073cfc14154b8329b514587 gates wide tiled online fused heads by hardware model and self-test quality, adds a turbo8 precision preset, and covers Qwen-like grouped-query 8-bit compressed attention in tests.", - "mlx-swift-lm 1af28b79449a95b471b3805926aef1347afd7423 exports a runtime TurboQuant capability registry, keeps typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, fixes 4-bit model ID parsing for 2B model names, exposes Qwen3.5/Qwen3Next hybrid cache budgets as attention-KV-only, and keeps dense hybrid Qwen plus quality-sensitive Gemma 3 1B and Llama 3.2 3B profiles on conservative turbo8 with an exact recent raw shadow so short/current decode logits remain raw-equivalent while compressed KV is committed.", + "mlx-swift-lm 0dda609cf9226b166b794088905b99b01e8f1f46 exports a runtime TurboQuant capability registry, keeps typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, fixes 4-bit model ID parsing for 2B model names, exposes Qwen3.5/Qwen3Next hybrid cache budgets as attention-KV-only, and keeps dense hybrid Qwen plus quality-sensitive Gemma 3 1B and Llama 3.2 3B profiles on conservative turbo8 with an exact recent raw shadow so short/current decode logits remain raw-equivalent while compressed KV is committed.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." ], @@ -279,8 +279,8 @@ "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-gates-passed-layout-v5-default", "pinnedMLXSwift": "bc3fc52e78d1bf1b2073cfc14154b8329b514587", - "pinnedMLXSwiftLM": "1af28b79449a95b471b3805926aef1347afd7423", - "compatibilityPairID": "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-1af28b79449a95b471b3805926aef1347afd7423", + "pinnedMLXSwiftLM": "0dda609cf9226b166b794088905b99b01e8f1f46", + "compatibilityPairID": "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-0dda609cf9226b166b794088905b99b01e8f1f46", "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index b33c73a..ebb6173 100644 --- a/project.yml +++ b/project.yml @@ -13,7 +13,7 @@ packages: revision: bc3fc52e78d1bf1b2073cfc14154b8329b514587 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 1af28b79449a95b471b3805926aef1347afd7423 + revision: 0dda609cf9226b166b794088905b99b01e8f1f46 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 17d9b4a21deaf79465805307d7086e1fb02b6211 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 11:46:07 +0200 Subject: [PATCH 35/80] Pin Pines to guarded TurboQuant pair --- Pines.xcodeproj/project.pbxproj | 4 ++-- .../xcshareddata/swiftpm/Package.resolved | 4 ++-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- PinesTests/CoreSurfaceTests.swift | 6 ++++-- docs/TURBOQUANT.md | 8 ++++---- .../compatibility-pair.json | 16 ++++++++-------- project.yml | 4 ++-- 7 files changed, 23 insertions(+), 21 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 9c1508f..20bf8b2 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = bc3fc52e78d1bf1b2073cfc14154b8329b514587; + revision = 5e8e1824ba158ad0830f85ea6d8f862dee3aad02; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 0dda609cf9226b166b794088905b99b01e8f1f46; + revision = 7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 9124639..10d84d5 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "bc3fc52e78d1bf1b2073cfc14154b8329b514587" + "revision" : "5e8e1824ba158ad0830f85ea6d8f862dee3aad02" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "0dda609cf9226b166b794088905b99b01e8f1f46" + "revision" : "7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index e4c2c92..810205d 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-0dda609cf9226b166b794088905b99b01e8f1f46" + "mlx-swift-5e8e1824ba158ad0830f85ea6d8f862dee3aad02+mlx-swift-lm-7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4" static var turboQuantLayoutVersion: Int { #if canImport(MLX) MLX.TurboQuantAttentionLayout.currentVersion diff --git a/PinesTests/CoreSurfaceTests.swift b/PinesTests/CoreSurfaceTests.swift index 1ce55b2..64e5e54 100644 --- a/PinesTests/CoreSurfaceTests.swift +++ b/PinesTests/CoreSurfaceTests.swift @@ -345,7 +345,7 @@ final class CoreSurfaceTests: XCTestCase { let resolverBody = runtime[valueBitsLookup.lowerBound...].prefix(1200) XCTAssertTrue(resolverBody.contains("modelType: install.modelType")) XCTAssertTrue(resolverBody.contains("textConfigModelType: install.textConfigModelType")) - XCTAssertTrue(resolverBody.contains("modality: install.modalities.contains(.vision) ? .visionText : .text")) + XCTAssertTrue(resolverBody.contains("modality: install.effectiveTurboQuantModalities.contains(.vision) ? .visionText : .text")) XCTAssertTrue(resolverBody.contains("parameterCountB: install.resolvedParameterCount.map { Double($0) / 1_000_000_000 }")) XCTAssertTrue(resolverBody.contains("routedExperts: install.routedExperts")) XCTAssertTrue(resolverBody.contains("expertsPerToken: install.expertsPerToken")) @@ -478,7 +478,9 @@ final class CoreSurfaceTests: XCTestCase { XCTAssertTrue(runtimeTypes.contains("generationMaxKVSizeClamped")) XCTAssertTrue(runtimeTypes.contains("defaultKVCacheSizeFloorTokens")) XCTAssertTrue(runtimeTypes.contains("LocalRuntimeSafetyPolicy.constrainedAvailableMemoryBytes")) - XCTAssertTrue(runtimeTypes.contains("policyLimit = 128")) + XCTAssertTrue(runtimeTypes.contains("availableMemoryBytes < 1_000_000_000")) + XCTAssertTrue(runtimeTypes.contains("pressureLimit = 128")) + XCTAssertTrue(runtimeTypes.contains("headroomLimit = 128")) XCTAssertTrue(runtime.contains("mlx.thermal_pressure.cancel_unload")) XCTAssertTrue(runtime.contains("MLXCachePressureController.shared.configureActive(limit: mlxCacheLimit(for: profile))")) XCTAssertTrue(runtime.contains("profile.quantization.runtimePressureReason == .lowMemory")) diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index b8dcdeb..7efba53 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `bc3fc52e78d1bf1b2073cfc14154b8329b514587` -- `RNT56/mlx-swift-lm`: `0dda609cf9226b166b794088905b99b01e8f1f46` +- `RNT56/mlx-swift`: `5e8e1824ba158ad0830f85ea6d8f862dee3aad02` +- `RNT56/mlx-swift-lm`: `7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -22,8 +22,8 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `bc3fc52e78d1bf1b2073cfc14154b8329b514587` - - `RNT56/mlx-swift-lm`: `0dda609cf9226b166b794088905b99b01e8f1f46` + - `RNT56/mlx-swift`: `5e8e1824ba158ad0830f85ea6d8f862dee3aad02` + - `RNT56/mlx-swift-lm`: `7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 104d341..4b34a12 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "bc3fc52e78d1bf1b2073cfc14154b8329b514587", + "commit": "5e8e1824ba158ad0830f85ea6d8f862dee3aad02", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "0dda609cf9226b166b794088905b99b01e8f1f46", + "commit": "7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4", "dirtyAtValidation": false }, "schemaSet": { @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-25T23:45:27Z", + "validatedAt": "2026-05-26T09:31:20Z", "validationCommands": [ { "repo": "pines", @@ -270,17 +270,17 @@ "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", - "mlx-swift bc3fc52e78d1bf1b2073cfc14154b8329b514587 gates wide tiled online fused heads by hardware model and self-test quality, adds a turbo8 precision preset, and covers Qwen-like grouped-query 8-bit compressed attention in tests.", - "mlx-swift-lm 0dda609cf9226b166b794088905b99b01e8f1f46 exports a runtime TurboQuant capability registry, keeps typed throwing TurboQuant generation paths across the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, fixes 4-bit model ID parsing for 2B model names, exposes Qwen3.5/Qwen3Next hybrid cache budgets as attention-KV-only, and keeps dense hybrid Qwen plus quality-sensitive Gemma 3 1B and Llama 3.2 3B profiles on conservative turbo8 with an exact recent raw shadow so short/current decode logits remain raw-equivalent while compressed KV is committed.", + "mlx-swift 5e8e1824ba158ad0830f85ea6d8f862dee3aad02 fixes the turbo8 key path by adding 5-, 6-, and 7-bit Lloyd-Max Metal codebooks and covers the 7-bit key codec plus QJL matmul against the Swift reference.", + "mlx-swift-lm 7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4 marks conservative turbo8 Qwen/Gemma/Llama profiles as guarded rather than certified, tightens decoded fallback exactness and admission reserves, maps typed MLX TurboQuant backend errors for Pines, and pins the LM package to the corrected mlx-swift core.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-gates-passed-layout-v5-default", - "pinnedMLXSwift": "bc3fc52e78d1bf1b2073cfc14154b8329b514587", - "pinnedMLXSwiftLM": "0dda609cf9226b166b794088905b99b01e8f1f46", - "compatibilityPairID": "mlx-swift-bc3fc52e78d1bf1b2073cfc14154b8329b514587+mlx-swift-lm-0dda609cf9226b166b794088905b99b01e8f1f46", + "pinnedMLXSwift": "5e8e1824ba158ad0830f85ea6d8f862dee3aad02", + "pinnedMLXSwiftLM": "7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4", + "compatibilityPairID": "mlx-swift-5e8e1824ba158ad0830f85ea6d8f862dee3aad02+mlx-swift-lm-7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4", "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index ebb6173..6df65d8 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: bc3fc52e78d1bf1b2073cfc14154b8329b514587 + revision: 5e8e1824ba158ad0830f85ea6d8f862dee3aad02 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 0dda609cf9226b166b794088905b99b01e8f1f46 + revision: 7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 17fff9cb794605d2c6a50482c96e5e28c13fbf76 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 11:53:56 +0200 Subject: [PATCH 36/80] Make iOS stress builds noninteractive --- scripts/diagnostics/run-ios-freeze-stress.sh | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/scripts/diagnostics/run-ios-freeze-stress.sh b/scripts/diagnostics/run-ios-freeze-stress.sh index fbf0b75..a274dc2 100755 --- a/scripts/diagnostics/run-ios-freeze-stress.sh +++ b/scripts/diagnostics/run-ios-freeze-stress.sh @@ -227,6 +227,11 @@ command = [ "-configuration", configuration, "-destination", f"platform=iOS,id={device_id}", "-derivedDataPath", derived_data_path, + "-skipMacroValidation", + "-skipPackagePluginValidation", + "-onlyUsePackageVersionsFromResolvedFile", + "-disableAutomaticPackageResolution", + "-scmProvider", "system", "-allowProvisioningUpdates", "build", ] From a9a532e2cf99af643b6c51e1e371e24e1c1e8767 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 13:01:01 +0200 Subject: [PATCH 37/80] Pin Pines to guarded TurboQuant lower-bit runtime --- Pines.xcodeproj/project.pbxproj | 4 ++-- .../xcshareddata/swiftpm/Package.resolved | 4 ++-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 12 ++++++------ .../compatibility-pair.json | 14 +++++++------- project.yml | 4 ++-- 6 files changed, 20 insertions(+), 20 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 20bf8b2..6f3d142 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 5e8e1824ba158ad0830f85ea6d8f862dee3aad02; + revision = e07642fe9cf9c4b305a2d282d3e4a5e1e965323e; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4; + revision = ef88592d1a4f72b73a869bea39c627801cd13517; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 10d84d5..31e7d4f 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "5e8e1824ba158ad0830f85ea6d8f862dee3aad02" + "revision" : "e07642fe9cf9c4b305a2d282d3e4a5e1e965323e" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4" + "revision" : "ef88592d1a4f72b73a869bea39c627801cd13517" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 810205d..0dff290 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-5e8e1824ba158ad0830f85ea6d8f862dee3aad02+mlx-swift-lm-7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4" + "mlx-swift-e07642fe9cf9c4b305a2d282d3e4a5e1e965323e+mlx-swift-lm-ef88592d1a4f72b73a869bea39c627801cd13517" static var turboQuantLayoutVersion: Int { #if canImport(MLX) MLX.TurboQuantAttentionLayout.currentVersion diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 7efba53..dab7b7a 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `5e8e1824ba158ad0830f85ea6d8f862dee3aad02` -- `RNT56/mlx-swift-lm`: `7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4` +- `RNT56/mlx-swift`: `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` +- `RNT56/mlx-swift-lm`: `ef88592d1a4f72b73a869bea39c627801cd13517` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -13,7 +13,7 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi ## Runtime Strategy -- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Current-generation KV cache profiles default to `turbo4v2` when admitted by policy, with `turbo3_5` retained as the conservative fallback. +- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Lower-bit `turbo4v2` and `turbo3_5` profiles are guarded and default to conservative routing until model/device quality evidence certifies them; quality-sensitive Qwen, Gemma, and Llama profiles use conservative `turbo8`. - The app runs a local control plane before generation: it computes an admission plan, memory zones, a mode-specific fallback contract, selected context length, and a user-facing downgrade/rejection reason before creating the MLX cache. - Every local run can attach a TurboQuant RunDecision with admission, context plan, active attention path, fallback state, cache lifecycle, measured compressed bytes, calibration sample, speculative telemetry when present, and explicit no-cloud-fallback metadata. - Runtime profiles are adapted from `hw.machine`, memory, thermal state, Low Power Mode, Metal architecture, MLX working-set size, and the MLX TurboQuant self-test. Device names are diagnostic hints; verified MLX capabilities decide whether compressed Metal attention is active. @@ -22,12 +22,12 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `5e8e1824ba158ad0830f85ea6d8f862dee3aad02` - - `RNT56/mlx-swift-lm`: `7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4` + - `RNT56/mlx-swift`: `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` + - `RNT56/mlx-swift-lm`: `ef88592d1a4f72b73a869bea39c627801cd13517` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, dense Qwen3.5/Qwen3.6 policies that preserve exact initial prefill and keep an exact recent raw shadow in conservative `turbo8` mode while committing compressed KV, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, guarded conservative routing for lower-bit `turbo4v2` and `turbo3_5` profiles, dense Qwen3.5/Qwen3.6 policies that preserve exact initial prefill and keep an exact recent raw shadow in conservative `turbo8` mode while committing compressed KV, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 4b34a12..ff4d2e1 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "5e8e1824ba158ad0830f85ea6d8f862dee3aad02", + "commit": "e07642fe9cf9c4b305a2d282d3e4a5e1e965323e", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4", + "commit": "ef88592d1a4f72b73a869bea39c627801cd13517", "dirtyAtValidation": false }, "schemaSet": { @@ -270,17 +270,17 @@ "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", - "mlx-swift 5e8e1824ba158ad0830f85ea6d8f862dee3aad02 fixes the turbo8 key path by adding 5-, 6-, and 7-bit Lloyd-Max Metal codebooks and covers the 7-bit key codec plus QJL matmul against the Swift reference.", - "mlx-swift-lm 7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4 marks conservative turbo8 Qwen/Gemma/Llama profiles as guarded rather than certified, tightens decoded fallback exactness and admission reserves, maps typed MLX TurboQuant backend errors for Pines, and pins the LM package to the corrected mlx-swift core.", + "mlx-swift e07642fe9cf9c4b305a2d282d3e4a5e1e965323e adds lower-bit QK product-reference coverage for turbo2_5, turbo3_5, turbo4, and turbo4v2 while retaining the turbo8 Metal codebook fix.", + "mlx-swift-lm ef88592d1a4f72b73a869bea39c627801cd13517 keeps lower-bit turbo4v2 and turbo3_5 profile routing guarded and conservative until certified, while preserving guarded conservative turbo8 profiles for quality-sensitive Qwen/Gemma/Llama cases.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-gates-passed-layout-v5-default", - "pinnedMLXSwift": "5e8e1824ba158ad0830f85ea6d8f862dee3aad02", - "pinnedMLXSwiftLM": "7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4", - "compatibilityPairID": "mlx-swift-5e8e1824ba158ad0830f85ea6d8f862dee3aad02+mlx-swift-lm-7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4", + "pinnedMLXSwift": "e07642fe9cf9c4b305a2d282d3e4a5e1e965323e", + "pinnedMLXSwiftLM": "ef88592d1a4f72b73a869bea39c627801cd13517", + "compatibilityPairID": "mlx-swift-e07642fe9cf9c4b305a2d282d3e4a5e1e965323e+mlx-swift-lm-ef88592d1a4f72b73a869bea39c627801cd13517", "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 6df65d8..051ad92 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 5e8e1824ba158ad0830f85ea6d8f862dee3aad02 + revision: e07642fe9cf9c4b305a2d282d3e4a5e1e965323e MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 7fbe950c0a34f11aabd50ba43f18bedcdaf37fd4 + revision: ef88592d1a4f72b73a869bea39c627801cd13517 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 0a3883e1b55c1d706203fad5fe3f5b3b10aecf30 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 13:09:59 +0200 Subject: [PATCH 38/80] Document latest TurboQuant device evidence --- docs/TURBOQUANT.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index dab7b7a..f70640d 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -52,6 +52,19 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - Model compatibility surfaces distinguish `Unverified`, `Smoke-tested`, `Verified`, `Certified`, and `Revoked` evidence. Curated metadata alone cannot create a verified claim; evidence must match the active compatibility pair and exact tuple. - Runtime throughput, vault retrieval latency, memory-pressure events, and MetricKit payload availability are logged through `PinesRuntimeMetrics`. +## Physical Device Evidence + +Latest real-device smoke validation for the active compatibility pair ran on `iPhone16,2` / A17 Pro (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-26. These runs are evidence for the exact local artifact tuple only; they do not certify lower-bit compressed attention paths. + +| Model | Artifact | Result | Active profile/path | Observed result | +| --- | --- | --- | --- | --- | +| `mlx-community/Qwen3.5-2B-OptiQ-4bit` | `ios-freeze-stress-20260526T110210Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent output, no repeated bigram/trigram issue, `3.27 tok/s`, first token `1.66s`, stopped at the 192-token guard. | +| `mlx-community/gemma-3-1b-it-4bit` | `ios-freeze-stress-20260526T110605Z` | Failed stress gate | `turbo8`, exact raw shadow configured | Runtime loaded and emitted 14 tokens, but only `0.71 tok/s`; the stress harness still saw the assistant in `streaming`. | +| `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | +| `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | + +Current conclusion: conservative `turbo8` plus exact raw shadow recovers correctness for the tested Qwen and Llama profiles, but it is not the intended TurboQuant speed path. Gemma 3 1B remains insufficient on real device. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` are covered by reference QK estimator tests in `mlx-swift`, but their MLX-LM production profiles stay `guarded` because earlier real-device compressed attention runs produced repetitive or degraded text. Promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path, not the exact raw shadow fallback, passes repetition, stop, memory, and throughput gates. + ## Fork Maintenance - Do not edit Xcode DerivedData package checkouts. From 4e2394b24cda2fc0d06f624e2d07c9eb2478ff40 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 14:07:31 +0200 Subject: [PATCH 39/80] Route short local runs away from TurboQuant --- Pines.xcodeproj/project.pbxproj | 2 +- .../xcshareddata/swiftpm/Package.resolved | 2 +- Pines/Runtime/MLXRuntimeBridge.swift | 60 ++++++++++++++++++- docs/TURBOQUANT.md | 10 ++-- .../00-current-state.md | 6 +- docs/turboquant-implementation/README.md | 2 +- .../compatibility-pair.json | 8 +-- project.yml | 2 +- scripts/ci/check-mlx-package-pins.sh | 2 + 9 files changed, 77 insertions(+), 17 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 6f3d142..3938378 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = ef88592d1a4f72b73a869bea39c627801cd13517; + revision = 5265a1a6ce48b25fe63848792bd11714bf962a87; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 31e7d4f..00b6403 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "ef88592d1a4f72b73a869bea39c627801cd13517" + "revision" : "5265a1a6ce48b25fe63848792bd11714bf962a87" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 0dff290..ab9a864 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,10 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-e07642fe9cf9c4b305a2d282d3e4a5e1e965323e+mlx-swift-lm-ef88592d1a4f72b73a869bea39c627801cd13517" + "mlx-swift-e07642fe9cf9c4b305a2d282d3e4a5e1e965323e+mlx-swift-lm-5265a1a6ce48b25fe63848792bd11714bf962a87" + private static let shortContextPlainKVTokenThreshold = 4_096 + private static let forceTurboQuantShortContextEnvironmentKey = + "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" static var turboQuantLayoutVersion: Int { #if canImport(MLX) MLX.TurboQuantAttentionLayout.currentVersion @@ -545,6 +548,56 @@ struct MLXRuntimeBridge: Sendable { ) } + fileprivate static func runtimeProfileForPreparedGeneration( + baseProfile: RuntimeProfile, + exactInputTokens: Int, + reservedCompletionTokens: Int + ) -> RuntimeProfile { + guard baseProfile.quantization.kvCacheStrategy == .turboQuant else { + return baseProfile + } + guard baseProfile.quantization.turboQuantUserMode != .maxContext else { + return baseProfile + } + guard ProcessInfo.processInfo.environment[forceTurboQuantShortContextEnvironmentKey] != "1" else { + return baseProfile + } + + let requestTokens = max(0, exactInputTokens) + max(0, reservedCompletionTokens) + guard requestTokens > 0, requestTokens <= shortContextPlainKVTokenThreshold else { + return baseProfile + } + + var profile = baseProfile + profile.name = "\(baseProfile.name) Short Context Plain KV" + profile.promptCacheIdentifier = [ + baseProfile.promptCacheIdentifier, + "plain-short-context-v1", + ] + .compactMap { $0 } + .joined(separator: "|") + profile.quantization.algorithm = .none + profile.quantization.kvCacheStrategy = .none + profile.quantization.kvBits = nil + profile.quantization.maxKVSize = min( + baseProfile.quantization.maxKVSize ?? shortContextPlainKVTokenThreshold, + shortContextPlainKVTokenThreshold + ) + profile.quantization.preset = nil + profile.quantization.requestedBackend = nil + profile.quantization.activeBackend = nil + profile.quantization.activeAttentionPath = nil + profile.quantization.rawFallbackAllocated = nil + profile.quantization.turboQuantValueBits = nil + profile.quantization.turboQuantAdmission = nil + profile.quantization.activeFallbackReason = + "Plain KV selected for short local request (\(requestTokens) tokens <= \(shortContextPlainKVTokenThreshold)); TurboQuant remains reserved for extended context." + profile.quantization.turboQuantProfileDiagnostics.append( + "Short-context router selected plain KV because request_tokens=\(requestTokens) <= \(shortContextPlainKVTokenThreshold)." + ) + return profile + } + fileprivate static func localRuntimeAdmissionPlan( request: ChatRequest, install: ModelInstall?, @@ -3275,6 +3328,11 @@ private actor MLXRuntimeState { ) input = try await context.processor.prepare(input: userInput) } + let profile = MLXRuntimeBridge.runtimeProfileForPreparedGeneration( + baseProfile: profile, + exactInputTokens: input.text.tokens.size, + reservedCompletionTokens: generationPlan.reservedCompletionTokens + ) let prepareElapsedSeconds = Date().timeIntervalSince(prepareStartedAt) var turboQuantContextPlan = MLXRuntimeBridge.minimalContextAssemblyPlan( exactInputTokens: input.text.tokens.size, diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index f70640d..32e75cf 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -5,7 +5,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: - `RNT56/mlx-swift`: `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` -- `RNT56/mlx-swift-lm`: `ef88592d1a4f72b73a869bea39c627801cd13517` +- `RNT56/mlx-swift-lm`: `5265a1a6ce48b25fe63848792bd11714bf962a87` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -13,7 +13,7 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi ## Runtime Strategy -- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Lower-bit `turbo4v2` and `turbo3_5` profiles are guarded and default to conservative routing until model/device quality evidence certifies them; quality-sensitive Qwen, Gemma, and Llama profiles use conservative `turbo8`. +- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Lower-bit `turbo4v2` and `turbo3_5` profiles are guarded and default to conservative routing until model/device quality evidence certifies them; quality-sensitive Qwen, Gemma, and Llama profiles use `turbo8` with exact initial prefill and raw-free compressed decode. - The app runs a local control plane before generation: it computes an admission plan, memory zones, a mode-specific fallback contract, selected context length, and a user-facing downgrade/rejection reason before creating the MLX cache. - Every local run can attach a TurboQuant RunDecision with admission, context plan, active attention path, fallback state, cache lifecycle, measured compressed bytes, calibration sample, speculative telemetry when present, and explicit no-cloud-fallback metadata. - Runtime profiles are adapted from `hw.machine`, memory, thermal state, Low Power Mode, Metal architecture, MLX working-set size, and the MLX TurboQuant self-test. Device names are diagnostic hints; verified MLX capabilities decide whether compressed Metal attention is active. @@ -23,11 +23,11 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - `RNT56/mlx-swift`: `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` - - `RNT56/mlx-swift-lm`: `ef88592d1a4f72b73a869bea39c627801cd13517` + - `RNT56/mlx-swift-lm`: `5265a1a6ce48b25fe63848792bd11714bf962a87` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, guarded conservative routing for lower-bit `turbo4v2` and `turbo3_5` profiles, dense Qwen3.5/Qwen3.6 policies that preserve exact initial prefill and keep an exact recent raw shadow in conservative `turbo8` mode while committing compressed KV, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, guarded conservative routing for lower-bit `turbo4v2` and `turbo3_5` profiles, dense Qwen3.5/Qwen3.6 exact-prefill raw-free decode policies, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. @@ -63,7 +63,7 @@ Latest real-device smoke validation for the active compatibility pair ran on `iP | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: conservative `turbo8` plus exact raw shadow recovers correctness for the tested Qwen and Llama profiles, but it is not the intended TurboQuant speed path. Gemma 3 1B remains insufficient on real device. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` are covered by reference QK estimator tests in `mlx-swift`, but their MLX-LM production profiles stay `guarded` because earlier real-device compressed attention runs produced repetitive or degraded text. Promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path, not the exact raw shadow fallback, passes repetition, stop, memory, and throughput gates. +Current conclusion: exact raw-shadow baseline preserved correctness but caused unacceptable throughput, while the raw-free prefill path corrupted Qwen0.8 output on device. The active LM pin uses exact initial prefill for Turbo8 quality-sensitive profiles, keeps decode raw-free in `.auto`, and makes conservative lower-bit paths prefer the raw shadow while it is complete. Gemma 3 1B remains unverified on real device until this exact-prefill/raw-free-decode path is re-run. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` are covered by reference QK estimator tests in `mlx-swift`, but their MLX-LM production profiles stay `guarded` because earlier real-device compressed attention runs produced repetitive or degraded text. Promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. ## Fork Maintenance diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index 7ed5ae5..5c0d99a 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -9,10 +9,10 @@ After the Layout V5 default device-test closeout, the active local compatibility | Repo | Branch | Release-green commit | | --- | --- | --- | | `pines` | `tq/real-device-evidence-acceptance` | branch head | -| `mlx-swift` | `tq/layout-v5-default-device-tests` | `bc3fc52e78d1bf1b2073cfc14154b8329b514587` | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `0dda609cf9226b166b794088905b99b01e8f1f46` | +| `mlx-swift` | `tq/layout-v5-default-device-tests` | `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `5265a1a6ce48b25fe63848792bd11714bf962a87` | -Pines pins `MLXSwift` to `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `MLXSwiftLM` to `0dda609cf9226b166b794088905b99b01e8f1f46` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` and `MLXSwiftLM` to `5265a1a6ce48b25fe63848792bd11714bf962a87` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. Local release gates are green, including full SwiftPM validation and `bash scripts/ci/run-xcode-validation.sh all`. Layout V5 is the default MLX layout on this pair, with Layout V4 still supported for legacy/comparison runs. Real-device model/device/mode evidence remains pending and is still required before any `Verified` or `Certified` product claim. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index 22a0bee..5f46a74 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -66,7 +66,7 @@ Machine-readable compatibility-pair files: Current status: - The active compatibility pair is green for local release gates. -- Pines pins `mlx-swift` `bc3fc52e78d1bf1b2073cfc14154b8329b514587` and `mlx-swift-lm` `0dda609cf9226b166b794088905b99b01e8f1f46`. +- Pines pins `mlx-swift` `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` and `mlx-swift-lm` `5265a1a6ce48b25fe63848792bd11714bf962a87`. - Layout V5 is the default TurboQuant layout on this pair; Layout V4 remains supported for legacy and comparison runs. - Full local Xcode validation has passed for the pair. - Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index ff4d2e1..6703c1b 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -16,7 +16,7 @@ "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "ef88592d1a4f72b73a869bea39c627801cd13517", + "commit": "5265a1a6ce48b25fe63848792bd11714bf962a87", "dirtyAtValidation": false }, "schemaSet": { @@ -271,7 +271,7 @@ "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", "mlx-swift e07642fe9cf9c4b305a2d282d3e4a5e1e965323e adds lower-bit QK product-reference coverage for turbo2_5, turbo3_5, turbo4, and turbo4v2 while retaining the turbo8 Metal codebook fix.", - "mlx-swift-lm ef88592d1a4f72b73a869bea39c627801cd13517 keeps lower-bit turbo4v2 and turbo3_5 profile routing guarded and conservative until certified, while preserving guarded conservative turbo8 profiles for quality-sensitive Qwen/Gemma/Llama cases.", + "mlx-swift-lm 5265a1a6ce48b25fe63848792bd11714bf962a87 keeps lower-bit turbo4v2 and turbo3_5 profile routing guarded/conservative, restores exact initial prefill for quality-sensitive turbo8 profiles, keeps auto decode raw-free, and makes conservative paths prefer exact raw attention while a complete raw shadow exists.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." ], @@ -279,8 +279,8 @@ "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-gates-passed-layout-v5-default", "pinnedMLXSwift": "e07642fe9cf9c4b305a2d282d3e4a5e1e965323e", - "pinnedMLXSwiftLM": "ef88592d1a4f72b73a869bea39c627801cd13517", - "compatibilityPairID": "mlx-swift-e07642fe9cf9c4b305a2d282d3e4a5e1e965323e+mlx-swift-lm-ef88592d1a4f72b73a869bea39c627801cd13517", + "pinnedMLXSwiftLM": "5265a1a6ce48b25fe63848792bd11714bf962a87", + "compatibilityPairID": "mlx-swift-e07642fe9cf9c4b305a2d282d3e4a5e1e965323e+mlx-swift-lm-5265a1a6ce48b25fe63848792bd11714bf962a87", "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 051ad92..062f89c 100644 --- a/project.yml +++ b/project.yml @@ -13,7 +13,7 @@ packages: revision: e07642fe9cf9c4b305a2d282d3e4a5e1e965323e MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: ef88592d1a4f72b73a869bea39c627801cd13517 + revision: 5265a1a6ce48b25fe63848792bd11714bf962a87 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 diff --git a/scripts/ci/check-mlx-package-pins.sh b/scripts/ci/check-mlx-package-pins.sh index 5a3f61e..882bd3b 100755 --- a/scripts/ci/check-mlx-package-pins.sh +++ b/scripts/ci/check-mlx-package-pins.sh @@ -37,6 +37,8 @@ OLD_MLX_SWIFT_LM_REVISIONS=( "51cd9cb986f941c352902bf121173b16947316ad" "2178543c34f6ff86989a485b60670f01f6c125a3" "c596b40cf3ac831f26006ee046dbabbb580b7c3b" + "ef88592d1a4f72b73a869bea39c627801cd13517" + "21fd68a54433c560e7f78b0475713f14499a164a" "eafe506864b61434929e88d1b07d523b00703fd1" "0c3863ae7e6d6a7cb160e924eee0898c9b49e6ff" "50e5bd416da5d144616a5e1f91758fa05ac792a7" From eca4cc39fec0929a1d0580473c967fc1e8f5edbc Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 14:58:41 +0200 Subject: [PATCH 40/80] Pin Qwen TurboQuant proof runtime --- DEV_README.md | 4 +-- Pines.xcodeproj/project.pbxproj | 4 +-- .../xcshareddata/swiftpm/Package.resolved | 4 +-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/ARCHITECTURE.md | 4 +-- docs/TURBOQUANT.md | 14 +++++----- .../00-current-state.md | 6 ++--- docs/turboquant-implementation/README.md | 2 +- .../compatibility-pair.json | 26 +++++++++---------- project.yml | 4 +-- 10 files changed, 35 insertions(+), 35 deletions(-) diff --git a/DEV_README.md b/DEV_README.md index 568664f..63329ef 100644 --- a/DEV_README.md +++ b/DEV_README.md @@ -222,8 +222,8 @@ Current app-level limits and defaults: The iOS app links exact maintained MLX fork revisions through `project.yml` and the generated Xcode project: -- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `bc3fc52e78d1bf1b2073cfc14154b8329b514587` -- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `1af28b79449a95b471b3805926aef1347afd7423` +- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` +- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `110bc26b4124df915ee2eb89f9774d1d617977ab` - Nested `mlx` inside `MLXSwift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `MLXSwift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 3938378..a448536 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = e07642fe9cf9c4b305a2d282d3e4a5e1e965323e; + revision = c96dd8c7b374fa50d64b35bf8c5d7739df7d9984; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 5265a1a6ce48b25fe63848792bd11714bf962a87; + revision = 110bc26b4124df915ee2eb89f9774d1d617977ab; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 00b6403..20cd1d9 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "e07642fe9cf9c4b305a2d282d3e4a5e1e965323e" + "revision" : "c96dd8c7b374fa50d64b35bf8c5d7739df7d9984" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "5265a1a6ce48b25fe63848792bd11714bf962a87" + "revision" : "110bc26b4124df915ee2eb89f9774d1d617977ab" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index ab9a864..5084164 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-e07642fe9cf9c4b305a2d282d3e4a5e1e965323e+mlx-swift-lm-5265a1a6ce48b25fe63848792bd11714bf962a87" + "mlx-swift-c96dd8c7b374fa50d64b35bf8c5d7739df7d9984+mlx-swift-lm-110bc26b4124df915ee2eb89f9774d1d617977ab" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md index dba9caf..3e51a58 100644 --- a/docs/ARCHITECTURE.md +++ b/docs/ARCHITECTURE.md @@ -107,8 +107,8 @@ Vault retrieval stores both FP16 embeddings and compressed TurboQuant vector cod The app links MLX through exact fork pins in `project.yml`: -- `https://github.com/RNT56/mlx-swift` at `bc3fc52e78d1bf1b2073cfc14154b8329b514587` -- `https://github.com/RNT56/mlx-swift-lm` at `0dda609cf9226b166b794088905b99b01e8f1f46` +- `https://github.com/RNT56/mlx-swift` at `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` +- `https://github.com/RNT56/mlx-swift-lm` at `110bc26b4124df915ee2eb89f9774d1d617977ab` - Nested `mlx` inside `RNT56/mlx-swift` at `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift` at `2abc34daff6ded246054d9e15b98870b5cd08b97` diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 32e75cf..94df763 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` -- `RNT56/mlx-swift-lm`: `5265a1a6ce48b25fe63848792bd11714bf962a87` +- `RNT56/mlx-swift`: `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` +- `RNT56/mlx-swift-lm`: `110bc26b4124df915ee2eb89f9774d1d617977ab` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -13,7 +13,7 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi ## Runtime Strategy -- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Lower-bit `turbo4v2` and `turbo3_5` profiles are guarded and default to conservative routing until model/device quality evidence certifies them; quality-sensitive Qwen, Gemma, and Llama profiles use `turbo8` with exact initial prefill and raw-free compressed decode. +- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Qwen3.5/Qwen3.6 production profiles use `turbo8` with exact initial prefill and throughput-oriented two-stage compressed decode for 8K/16K extended contexts. Lower-bit `turbo4v2` and `turbo3_5` Qwen candidates remain guarded until model/device text-quality evidence certifies them; Gemma and Llama quality-sensitive profiles still use `turbo8` with exact initial prefill and raw-free compressed decode. - The app runs a local control plane before generation: it computes an admission plan, memory zones, a mode-specific fallback contract, selected context length, and a user-facing downgrade/rejection reason before creating the MLX cache. - Every local run can attach a TurboQuant RunDecision with admission, context plan, active attention path, fallback state, cache lifecycle, measured compressed bytes, calibration sample, speculative telemetry when present, and explicit no-cloud-fallback metadata. - Runtime profiles are adapted from `hw.machine`, memory, thermal state, Low Power Mode, Metal architecture, MLX working-set size, and the MLX TurboQuant self-test. Device names are diagnostic hints; verified MLX capabilities decide whether compressed Metal attention is active. @@ -22,12 +22,12 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` - - `RNT56/mlx-swift-lm`: `5265a1a6ce48b25fe63848792bd11714bf962a87` + - `RNT56/mlx-swift`: `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` + - `RNT56/mlx-swift-lm`: `110bc26b4124df915ee2eb89f9774d1d617977ab` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, guarded conservative routing for lower-bit `turbo4v2` and `turbo3_5` profiles, dense Qwen3.5/Qwen3.6 exact-prefill raw-free decode policies, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, guarded conservative routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill two-stage compressed decode policies, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. @@ -63,7 +63,7 @@ Latest real-device smoke validation for the active compatibility pair ran on `iP | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: exact raw-shadow baseline preserved correctness but caused unacceptable throughput, while the raw-free prefill path corrupted Qwen0.8 output on device. The active LM pin uses exact initial prefill for Turbo8 quality-sensitive profiles, keeps decode raw-free in `.auto`, and makes conservative lower-bit paths prefer the raw shadow while it is complete. Gemma 3 1B remains unverified on real device until this exact-prefill/raw-free-decode path is re-run. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` are covered by reference QK estimator tests in `mlx-swift`, but their MLX-LM production profiles stay `guarded` because earlier real-device compressed attention runs produced repetitive or degraded text. Promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. +Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 Turbo8 and routes decode through raw-free two-stage compressed QK/AV, which passed the synthetic Qwen proof release matrix at 8K/16K with `float16`, `twoStageCompressed`, 10/10 cases, and minimum measured compressed decode throughput of `23.93 tok/s`. The 32K context remains a stress gate until it clears the configured throughput threshold on target devices. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded because earlier real-device compressed attention runs produced repetitive or degraded text; promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. ## Fork Maintenance diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index 5c0d99a..dc0db16 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -9,10 +9,10 @@ After the Layout V5 default device-test closeout, the active local compatibility | Repo | Branch | Release-green commit | | --- | --- | --- | | `pines` | `tq/real-device-evidence-acceptance` | branch head | -| `mlx-swift` | `tq/layout-v5-default-device-tests` | `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `5265a1a6ce48b25fe63848792bd11714bf962a87` | +| `mlx-swift` | `tq/layout-v5-default-device-tests` | `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `110bc26b4124df915ee2eb89f9774d1d617977ab` | -Pines pins `MLXSwift` to `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` and `MLXSwiftLM` to `5265a1a6ce48b25fe63848792bd11714bf962a87` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` and `MLXSwiftLM` to `110bc26b4124df915ee2eb89f9774d1d617977ab` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. Local release gates are green, including full SwiftPM validation and `bash scripts/ci/run-xcode-validation.sh all`. Layout V5 is the default MLX layout on this pair, with Layout V4 still supported for legacy/comparison runs. Real-device model/device/mode evidence remains pending and is still required before any `Verified` or `Certified` product claim. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index 5f46a74..c6a143a 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -66,7 +66,7 @@ Machine-readable compatibility-pair files: Current status: - The active compatibility pair is green for local release gates. -- Pines pins `mlx-swift` `e07642fe9cf9c4b305a2d282d3e4a5e1e965323e` and `mlx-swift-lm` `5265a1a6ce48b25fe63848792bd11714bf962a87`. +- Pines pins `mlx-swift` `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` and `mlx-swift-lm` `110bc26b4124df915ee2eb89f9774d1d617977ab`. - Layout V5 is the default TurboQuant layout on this pair; Layout V4 remains supported for legacy and comparison runs. - Full local Xcode validation has passed for the pair. - Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 6703c1b..8ec5bef 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -4,19 +4,19 @@ "pines": { "repo": "pines", "branch": "tq/real-device-evidence-acceptance", - "commit": "83f31d0847e7557042849a891f9eb1d1340f1a7d", + "commit": "branch head", "dirtyAtValidation": false }, "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "e07642fe9cf9c4b305a2d282d3e4a5e1e965323e", + "commit": "c96dd8c7b374fa50d64b35bf8c5d7739df7d9984", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "5265a1a6ce48b25fe63848792bd11714bf962a87", + "commit": "110bc26b4124df915ee2eb89f9774d1d617977ab", "dirtyAtValidation": false }, "schemaSet": { @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-26T09:31:20Z", + "validatedAt": "2026-05-26T13:55:00Z", "validationCommands": [ { "repo": "pines", @@ -267,20 +267,20 @@ "Wave 0 blockers resolved: core contracts are in explicit files, LM typed errors are present, product TurboQuant generation requires throwing models, Pines reuses existing TurboQuant DTOs, and fallback-contract hashes are implemented.", "Wave 1 prerequisites validated: core contracts/router, LM runtime failures/cache snapshots/admission planner, and PinesCore control-plane tests passed.", "Full Xcode validation is green on the final production pin pair. The previous xcodebuild package-resolution stall was resolved by removing ignored generated build artifacts and using locked package-resolution flags.", - "Wave 3.5 source pin surface has been promoted to the final Wave 7 MLX branches, and project.yml, generated Xcode project references, Xcode Package.resolved, runtime compatibility pair ID, docs/TURBOQUANT.md, and this manifest are synchronized to that pair.", "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", - "mlx-swift e07642fe9cf9c4b305a2d282d3e4a5e1e965323e adds lower-bit QK product-reference coverage for turbo2_5, turbo3_5, turbo4, and turbo4v2 while retaining the turbo8 Metal codebook fix.", - "mlx-swift-lm 5265a1a6ce48b25fe63848792bd11714bf962a87 keeps lower-bit turbo4v2 and turbo3_5 profile routing guarded/conservative, restores exact initial prefill for quality-sensitive turbo8 profiles, keeps auto decode raw-free, and makes conservative paths prefer exact raw attention while a complete raw shadow exists.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", - "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only." + "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", + "mlx-swift c96dd8c7b374fa50d64b35bf8c5d7739df7d9984 caches fused-attention query rows in threadgroup memory, reducing redundant query loads while preserving compressed attention quality.", + "mlx-swift-lm 110bc26b4124df915ee2eb89f9774d1d617977ab adds the Qwen3.5/Qwen3.6 Turbo8 proof pipeline, promotes Qwen production profiles to exact initial prefill plus throughput-oriented two-stage compressed decode, keeps turbo4v2/turbo3_5 guarded, and defaults the strict release proof to decode query length 1.", + "TurboQuantQwenProof strict release matrix passed locally with fp16 Turbo8, 8K/16K contexts, query length 1, twoStageCompressed, 10/10 ok, and minimum compressed decode throughput 23.93 tok/s; 32K remains a stress gate." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", - "status": "release-green-local-gates-passed-layout-v5-default", - "pinnedMLXSwift": "e07642fe9cf9c4b305a2d282d3e4a5e1e965323e", - "pinnedMLXSwiftLM": "5265a1a6ce48b25fe63848792bd11714bf962a87", - "compatibilityPairID": "mlx-swift-e07642fe9cf9c4b305a2d282d3e4a5e1e965323e+mlx-swift-lm-5265a1a6ce48b25fe63848792bd11714bf962a87", - "releaseGate": "closed for compatibility-pair local release gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" + "status": "release-green-local-qwen-proof-gates-passed", + "pinnedMLXSwift": "c96dd8c7b374fa50d64b35bf8c5d7739df7d9984", + "pinnedMLXSwiftLM": "110bc26b4124df915ee2eb89f9774d1d617977ab", + "compatibilityPairID": "mlx-swift-c96dd8c7b374fa50d64b35bf8c5d7739df7d9984+mlx-swift-lm-110bc26b4124df915ee2eb89f9774d1d617977ab", + "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 062f89c..ad287a8 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: e07642fe9cf9c4b305a2d282d3e4a5e1e965323e + revision: c96dd8c7b374fa50d64b35bf8c5d7739df7d9984 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 5265a1a6ce48b25fe63848792bd11714bf962a87 + revision: 110bc26b4124df915ee2eb89f9774d1d617977ab SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From fc401785cc3f8c145dcf5a17f9f2b026dd2ff135 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 15:22:55 +0200 Subject: [PATCH 41/80] Pin hardened Qwen TurboQuant runtime --- DEV_README.md | 2 +- Pines.xcodeproj/project.pbxproj | 2 +- .../xcshareddata/swiftpm/Package.resolved | 2 +- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/ARCHITECTURE.md | 2 +- docs/TURBOQUANT.md | 6 +++--- docs/turboquant-implementation/00-current-state.md | 4 ++-- docs/turboquant-implementation/README.md | 2 +- docs/turboquant-implementation/compatibility-pair.json | 10 +++++----- project.yml | 2 +- 10 files changed, 17 insertions(+), 17 deletions(-) diff --git a/DEV_README.md b/DEV_README.md index 63329ef..25f5654 100644 --- a/DEV_README.md +++ b/DEV_README.md @@ -223,7 +223,7 @@ Current app-level limits and defaults: The iOS app links exact maintained MLX fork revisions through `project.yml` and the generated Xcode project: - `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` -- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `110bc26b4124df915ee2eb89f9774d1d617977ab` +- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `c8a544503bcdad21ee736feec68f0ed7e07a9b29` - Nested `mlx` inside `MLXSwift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `MLXSwift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index a448536..3c911a8 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 110bc26b4124df915ee2eb89f9774d1d617977ab; + revision = c8a544503bcdad21ee736feec68f0ed7e07a9b29; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 20cd1d9..7c8a672 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "110bc26b4124df915ee2eb89f9774d1d617977ab" + "revision" : "c8a544503bcdad21ee736feec68f0ed7e07a9b29" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 5084164..cfa2960 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-c96dd8c7b374fa50d64b35bf8c5d7739df7d9984+mlx-swift-lm-110bc26b4124df915ee2eb89f9774d1d617977ab" + "mlx-swift-c96dd8c7b374fa50d64b35bf8c5d7739df7d9984+mlx-swift-lm-c8a544503bcdad21ee736feec68f0ed7e07a9b29" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md index 3e51a58..5f05507 100644 --- a/docs/ARCHITECTURE.md +++ b/docs/ARCHITECTURE.md @@ -108,7 +108,7 @@ Vault retrieval stores both FP16 embeddings and compressed TurboQuant vector cod The app links MLX through exact fork pins in `project.yml`: - `https://github.com/RNT56/mlx-swift` at `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` -- `https://github.com/RNT56/mlx-swift-lm` at `110bc26b4124df915ee2eb89f9774d1d617977ab` +- `https://github.com/RNT56/mlx-swift-lm` at `c8a544503bcdad21ee736feec68f0ed7e07a9b29` - Nested `mlx` inside `RNT56/mlx-swift` at `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift` at `2abc34daff6ded246054d9e15b98870b5cd08b97` diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 94df763..bdf70d1 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -5,7 +5,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: - `RNT56/mlx-swift`: `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` -- `RNT56/mlx-swift-lm`: `110bc26b4124df915ee2eb89f9774d1d617977ab` +- `RNT56/mlx-swift-lm`: `c8a544503bcdad21ee736feec68f0ed7e07a9b29` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -23,7 +23,7 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - `RNT56/mlx-swift`: `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` - - `RNT56/mlx-swift-lm`: `110bc26b4124df915ee2eb89f9774d1d617977ab` + - `RNT56/mlx-swift-lm`: `c8a544503bcdad21ee736feec68f0ed7e07a9b29` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. @@ -63,7 +63,7 @@ Latest real-device smoke validation for the active compatibility pair ran on `iP | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 Turbo8 and routes decode through raw-free two-stage compressed QK/AV, which passed the synthetic Qwen proof release matrix at 8K/16K with `float16`, `twoStageCompressed`, 10/10 cases, and minimum measured compressed decode throughput of `23.93 tok/s`. The 32K context remains a stress gate until it clears the configured throughput threshold on target devices. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded because earlier real-device compressed attention runs produced repetitive or degraded text; promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. +Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 Turbo8 and routes decode through raw-free two-stage compressed QK/AV, which passed the synthetic Qwen proof release matrix at 8K/16K with `float16`, `twoStageCompressed`, 10/10 cases, and minimum measured compressed decode throughput of `25.45 tok/s`. It also hardens normal transposed attention layouts, compressed-update fallback, packed fallback residency, and rotating single-token window masks. The 32K context remains a stress gate until it clears the configured throughput threshold on target devices. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded because earlier real-device compressed attention runs produced repetitive or degraded text; promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. ## Fork Maintenance diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index dc0db16..72a9ed4 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -10,9 +10,9 @@ After the Layout V5 default device-test closeout, the active local compatibility | --- | --- | --- | | `pines` | `tq/real-device-evidence-acceptance` | branch head | | `mlx-swift` | `tq/layout-v5-default-device-tests` | `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `110bc26b4124df915ee2eb89f9774d1d617977ab` | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `c8a544503bcdad21ee736feec68f0ed7e07a9b29` | -Pines pins `MLXSwift` to `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` and `MLXSwiftLM` to `110bc26b4124df915ee2eb89f9774d1d617977ab` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` and `MLXSwiftLM` to `c8a544503bcdad21ee736feec68f0ed7e07a9b29` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. Local release gates are green, including full SwiftPM validation and `bash scripts/ci/run-xcode-validation.sh all`. Layout V5 is the default MLX layout on this pair, with Layout V4 still supported for legacy/comparison runs. Real-device model/device/mode evidence remains pending and is still required before any `Verified` or `Certified` product claim. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index c6a143a..fa2d889 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -66,7 +66,7 @@ Machine-readable compatibility-pair files: Current status: - The active compatibility pair is green for local release gates. -- Pines pins `mlx-swift` `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` and `mlx-swift-lm` `110bc26b4124df915ee2eb89f9774d1d617977ab`. +- Pines pins `mlx-swift` `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` and `mlx-swift-lm` `c8a544503bcdad21ee736feec68f0ed7e07a9b29`. - Layout V5 is the default TurboQuant layout on this pair; Layout V4 remains supported for legacy and comparison runs. - Full local Xcode validation has passed for the pair. - Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 8ec5bef..7b6d803 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -16,7 +16,7 @@ "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "110bc26b4124df915ee2eb89f9774d1d617977ab", + "commit": "c8a544503bcdad21ee736feec68f0ed7e07a9b29", "dirtyAtValidation": false }, "schemaSet": { @@ -272,15 +272,15 @@ "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", "mlx-swift c96dd8c7b374fa50d64b35bf8c5d7739df7d9984 caches fused-attention query rows in threadgroup memory, reducing redundant query loads while preserving compressed attention quality.", - "mlx-swift-lm 110bc26b4124df915ee2eb89f9774d1d617977ab adds the Qwen3.5/Qwen3.6 Turbo8 proof pipeline, promotes Qwen production profiles to exact initial prefill plus throughput-oriented two-stage compressed decode, keeps turbo4v2/turbo3_5 guarded, and defaults the strict release proof to decode query length 1.", - "TurboQuantQwenProof strict release matrix passed locally with fp16 Turbo8, 8K/16K contexts, query length 1, twoStageCompressed, 10/10 ok, and minimum compressed decode throughput 23.93 tok/s; 32K remains a stress gate." + "mlx-swift-lm c8a544503bcdad21ee736feec68f0ed7e07a9b29 adds the Qwen3.5/Qwen3.6 Turbo8 proof pipeline, promotes Qwen production profiles to exact initial prefill plus throughput-oriented two-stage compressed decode, keeps turbo4v2/turbo3_5 guarded, defaults the strict release proof to decode query length 1, and hardens compressed decode for normal transposed Q/K/V layouts, update-failure fallback, packed fallback residency, and rotating single-token window masks.", + "TurboQuantQwenProof strict release matrix passed locally with fp16 Turbo8, 8K/16K contexts, query length 1, twoStageCompressed, 10/10 ok, and minimum compressed decode throughput 25.45 tok/s; 32K remains a stress gate." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-qwen-proof-gates-passed", "pinnedMLXSwift": "c96dd8c7b374fa50d64b35bf8c5d7739df7d9984", - "pinnedMLXSwiftLM": "110bc26b4124df915ee2eb89f9774d1d617977ab", - "compatibilityPairID": "mlx-swift-c96dd8c7b374fa50d64b35bf8c5d7739df7d9984+mlx-swift-lm-110bc26b4124df915ee2eb89f9774d1d617977ab", + "pinnedMLXSwiftLM": "c8a544503bcdad21ee736feec68f0ed7e07a9b29", + "compatibilityPairID": "mlx-swift-c96dd8c7b374fa50d64b35bf8c5d7739df7d9984+mlx-swift-lm-c8a544503bcdad21ee736feec68f0ed7e07a9b29", "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index ad287a8..3179017 100644 --- a/project.yml +++ b/project.yml @@ -13,7 +13,7 @@ packages: revision: c96dd8c7b374fa50d64b35bf8c5d7739df7d9984 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 110bc26b4124df915ee2eb89f9774d1d617977ab + revision: c8a544503bcdad21ee736feec68f0ed7e07a9b29 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 2a7f3c243c9d0b617343f1e7ff45e97f032da05f Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 15:39:58 +0200 Subject: [PATCH 42/80] Pin runtime layout TurboQuant kernels --- Pines.xcodeproj/project.pbxproj | 4 ++-- .../xcshareddata/swiftpm/Package.resolved | 4 ++-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 10 +++++----- .../compatibility-pair.json | 16 ++++++++-------- project.yml | 4 ++-- scripts/ci/check-mlx-package-pins.sh | 2 ++ 7 files changed, 22 insertions(+), 20 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 3c911a8..5221d3a 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = c96dd8c7b374fa50d64b35bf8c5d7739df7d9984; + revision = 5a990749fae2125f7a69506b486238ab1ac166c2; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = c8a544503bcdad21ee736feec68f0ed7e07a9b29; + revision = 52483d012bb2434cdc13bd2bba504b6b0f9d65d5; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 7c8a672..1b34709 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "c96dd8c7b374fa50d64b35bf8c5d7739df7d9984" + "revision" : "5a990749fae2125f7a69506b486238ab1ac166c2" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "c8a544503bcdad21ee736feec68f0ed7e07a9b29" + "revision" : "52483d012bb2434cdc13bd2bba504b6b0f9d65d5" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index cfa2960..4312cb4 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-c96dd8c7b374fa50d64b35bf8c5d7739df7d9984+mlx-swift-lm-c8a544503bcdad21ee736feec68f0ed7e07a9b29" + "mlx-swift-5a990749fae2125f7a69506b486238ab1ac166c2+mlx-swift-lm-52483d012bb2434cdc13bd2bba504b6b0f9d65d5" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index bdf70d1..13ad710 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` -- `RNT56/mlx-swift-lm`: `c8a544503bcdad21ee736feec68f0ed7e07a9b29` +- `RNT56/mlx-swift`: `5a990749fae2125f7a69506b486238ab1ac166c2` +- `RNT56/mlx-swift-lm`: `52483d012bb2434cdc13bd2bba504b6b0f9d65d5` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -22,11 +22,11 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` - - `RNT56/mlx-swift-lm`: `c8a544503bcdad21ee736feec68f0ed7e07a9b29` + - `RNT56/mlx-swift`: `5a990749fae2125f7a69506b486238ab1ac166c2` + - `RNT56/mlx-swift-lm`: `52483d012bb2434cdc13bd2bba504b6b0f9d65d5` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` -- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, direct compressed `QK^T`, direct compressed `AV`, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. +- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path with runtime sequence-state inputs, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. - `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, guarded conservative routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill two-stage compressed decode policies, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 7b6d803..256be08 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "c96dd8c7b374fa50d64b35bf8c5d7739df7d9984", + "commit": "5a990749fae2125f7a69506b486238ab1ac166c2", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "c8a544503bcdad21ee736feec68f0ed7e07a9b29", + "commit": "52483d012bb2434cdc13bd2bba504b6b0f9d65d5", "dirtyAtValidation": false }, "schemaSet": { @@ -271,16 +271,16 @@ "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", - "mlx-swift c96dd8c7b374fa50d64b35bf8c5d7739df7d9984 caches fused-attention query rows in threadgroup memory, reducing redundant query loads while preserving compressed attention quality.", - "mlx-swift-lm c8a544503bcdad21ee736feec68f0ed7e07a9b29 adds the Qwen3.5/Qwen3.6 Turbo8 proof pipeline, promotes Qwen production profiles to exact initial prefill plus throughput-oriented two-stage compressed decode, keeps turbo4v2/turbo3_5 guarded, defaults the strict release proof to decode query length 1, and hardens compressed decode for normal transposed Q/K/V layouts, update-failure fallback, packed fallback residency, and rotating single-token window masks.", - "TurboQuantQwenProof strict release matrix passed locally with fp16 Turbo8, 8K/16K contexts, query length 1, twoStageCompressed, 10/10 ok, and minimum compressed decode throughput 25.45 tok/s; 32K remains a stress gate." + "mlx-swift 5a990749fae2125f7a69506b486238ab1ac166c2 caches fused-attention query rows in threadgroup memory and moves mutable compressed-attention decode layout state out of the Metal templates for compressed decode, QK, AV, and fused decode, reducing per-token kernel-specialization churn while preserving compressed attention quality.", + "mlx-swift-lm 52483d012bb2434cdc13bd2bba504b6b0f9d65d5 pins the runtime-layout kernel revision, adds the Qwen3.5/Qwen3.6 Turbo8 proof pipeline, promotes Qwen production profiles to exact initial prefill plus throughput-oriented two-stage compressed decode, keeps turbo4v2/turbo3_5 guarded, defaults the strict release proof to decode query length 1, and hardens compressed decode for normal transposed Q/K/V layouts, update-failure fallback, packed fallback residency, and rotating single-token window masks.", + "TurboQuantQwenProof strict release matrix passed locally with fp16 Turbo8, 8K/16K contexts, query length 1, twoStageCompressed, 10/10 ok, and minimum compressed decode throughput 23.19 tok/s; 32K remains a stress gate." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-qwen-proof-gates-passed", - "pinnedMLXSwift": "c96dd8c7b374fa50d64b35bf8c5d7739df7d9984", - "pinnedMLXSwiftLM": "c8a544503bcdad21ee736feec68f0ed7e07a9b29", - "compatibilityPairID": "mlx-swift-c96dd8c7b374fa50d64b35bf8c5d7739df7d9984+mlx-swift-lm-c8a544503bcdad21ee736feec68f0ed7e07a9b29", + "pinnedMLXSwift": "5a990749fae2125f7a69506b486238ab1ac166c2", + "pinnedMLXSwiftLM": "52483d012bb2434cdc13bd2bba504b6b0f9d65d5", + "compatibilityPairID": "mlx-swift-5a990749fae2125f7a69506b486238ab1ac166c2+mlx-swift-lm-52483d012bb2434cdc13bd2bba504b6b0f9d65d5", "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 3179017..5859e75 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: c96dd8c7b374fa50d64b35bf8c5d7739df7d9984 + revision: 5a990749fae2125f7a69506b486238ab1ac166c2 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: c8a544503bcdad21ee736feec68f0ed7e07a9b29 + revision: 52483d012bb2434cdc13bd2bba504b6b0f9d65d5 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 diff --git a/scripts/ci/check-mlx-package-pins.sh b/scripts/ci/check-mlx-package-pins.sh index 882bd3b..914e969 100755 --- a/scripts/ci/check-mlx-package-pins.sh +++ b/scripts/ci/check-mlx-package-pins.sh @@ -14,6 +14,7 @@ COMPATIBILITY_PAIR_JSON="docs/turboquant-implementation/compatibility-pair.json" MLX_RUNTIME_BRIDGE="Pines/Runtime/MLXRuntimeBridge.swift" OLD_MLX_SWIFT_REVISIONS=( + "c96dd8c7b374fa50d64b35bf8c5d7739df7d9984" "8f0718404a323698c7b5730f2de3af2b5e21f854" "48375f1d8f0694dee2ce8aab7f46be50c5297aec" "5db40d34a96a9c6889b6583d6cc09f8b8f05ea5e" @@ -25,6 +26,7 @@ OLD_MLX_SWIFT_REVISIONS=( "2b0bd735a0cf18e0bdb87d1b066e2e9127299e08" ) OLD_MLX_SWIFT_LM_REVISIONS=( + "c8a544503bcdad21ee736feec68f0ed7e07a9b29" "915a08dc8315b825b7f86109f12ba4d62d34f186" "bf7bab132f9810d8ab3e5c6e0adbcf3db0b40551" "bb5f6f837896503b1f660eaeed2850fb0f232a64" From eebe8844121192df13200f3f5e5a53401221b638 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 16:46:06 +0200 Subject: [PATCH 43/80] Pin TurboQuant Qwen production path --- Pines.xcodeproj/project.pbxproj | 2 +- .../xcshareddata/swiftpm/Package.resolved | 2 +- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 10 +++++----- docs/turboquant-implementation/compatibility-pair.json | 10 +++++----- project.yml | 2 +- 6 files changed, 14 insertions(+), 14 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 5221d3a..30c3d07 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 52483d012bb2434cdc13bd2bba504b6b0f9d65d5; + revision = 233ef2f0198d6bd637fc3929cd2ae9491b53d3ce; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 1b34709..dd43d5d 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "52483d012bb2434cdc13bd2bba504b6b0f9d65d5" + "revision" : "233ef2f0198d6bd637fc3929cd2ae9491b53d3ce" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 4312cb4..353e9a3 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-5a990749fae2125f7a69506b486238ab1ac166c2+mlx-swift-lm-52483d012bb2434cdc13bd2bba504b6b0f9d65d5" + "mlx-swift-5a990749fae2125f7a69506b486238ab1ac166c2+mlx-swift-lm-233ef2f0198d6bd637fc3929cd2ae9491b53d3ce" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 13ad710..53de8e8 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -5,7 +5,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: - `RNT56/mlx-swift`: `5a990749fae2125f7a69506b486238ab1ac166c2` -- `RNT56/mlx-swift-lm`: `52483d012bb2434cdc13bd2bba504b6b0f9d65d5` +- `RNT56/mlx-swift-lm`: `233ef2f0198d6bd637fc3929cd2ae9491b53d3ce` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -13,7 +13,7 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi ## Runtime Strategy -- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Qwen3.5/Qwen3.6 production profiles use `turbo8` with exact initial prefill and throughput-oriented two-stage compressed decode for 8K/16K extended contexts. Lower-bit `turbo4v2` and `turbo3_5` Qwen candidates remain guarded until model/device text-quality evidence certifies them; Gemma and Llama quality-sensitive profiles still use `turbo8` with exact initial prefill and raw-free compressed decode. +- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Qwen3.5/Qwen3.6 production profiles use `turbo8` with exact initial prefill and throughput-oriented two-stage compressed decode for 8K/16K extended contexts. Lower-bit `turbo4v2` and `turbo3_5` Qwen candidates remain guarded until model/device text-quality evidence certifies them; `turbo4v2` is 4-bit keys/4-bit values, while `turbo3_5` is mixed 3/4-bit keys with 4-bit values. Gemma and Llama quality-sensitive profiles still use `turbo8` with exact initial prefill and raw-free compressed decode. - The app runs a local control plane before generation: it computes an admission plan, memory zones, a mode-specific fallback contract, selected context length, and a user-facing downgrade/rejection reason before creating the MLX cache. - Every local run can attach a TurboQuant RunDecision with admission, context plan, active attention path, fallback state, cache lifecycle, measured compressed bytes, calibration sample, speculative telemetry when present, and explicit no-cloud-fallback metadata. - Runtime profiles are adapted from `hw.machine`, memory, thermal state, Low Power Mode, Metal architecture, MLX working-set size, and the MLX TurboQuant self-test. Device names are diagnostic hints; verified MLX capabilities decide whether compressed Metal attention is active. @@ -23,11 +23,11 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - `RNT56/mlx-swift`: `5a990749fae2125f7a69506b486238ab1ac166c2` - - `RNT56/mlx-swift-lm`: `52483d012bb2434cdc13bd2bba504b6b0f9d65d5` + - `RNT56/mlx-swift-lm`: `233ef2f0198d6bd637fc3929cd2ae9491b53d3ce` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path with runtime sequence-state inputs, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, guarded conservative routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill two-stage compressed decode policies, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded conservative routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill two-stage compressed decode policies, Qwen path-comparison proof mode, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. @@ -63,7 +63,7 @@ Latest real-device smoke validation for the active compatibility pair ran on `iP | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 Turbo8 and routes decode through raw-free two-stage compressed QK/AV, which passed the synthetic Qwen proof release matrix at 8K/16K with `float16`, `twoStageCompressed`, 10/10 cases, and minimum measured compressed decode throughput of `25.45 tok/s`. It also hardens normal transposed attention layouts, compressed-update fallback, packed fallback residency, and rotating single-token window masks. The 32K context remains a stress gate until it clears the configured throughput threshold on target devices. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded because earlier real-device compressed attention runs produced repetitive or degraded text; promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. +Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 Turbo8 and routes decode through raw-free two-stage compressed QK/AV. On Mac, the strict Qwen proof with `float16`, `turbo8`, Qwen3.5 2B, 8K/16K contexts, query length 1, and forced `twoStageCompressed` passed 2/2 cases with compressed decode throughput of `45.36 tok/s` at 8K and `29.94 tok/s` at 16K. The same path-comparison proof showed the current fused shader is slower for Qwen-style 256-dimensional heads, so two-stage remains the production route until fused beats it at p50/p95. It also hardens normal transposed attention layouts, compressed-update fallback, packed fallback residency, rotating single-token window masks, Qwen throughput-policy routing, and profile bit metadata. The 32K context remains a stress gate until it clears the configured throughput threshold on target devices. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded because earlier real-device compressed attention runs produced repetitive or degraded text; promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. ## Fork Maintenance diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 256be08..3de09d5 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -16,7 +16,7 @@ "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "52483d012bb2434cdc13bd2bba504b6b0f9d65d5", + "commit": "233ef2f0198d6bd637fc3929cd2ae9491b53d3ce", "dirtyAtValidation": false }, "schemaSet": { @@ -272,15 +272,15 @@ "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", "mlx-swift 5a990749fae2125f7a69506b486238ab1ac166c2 caches fused-attention query rows in threadgroup memory and moves mutable compressed-attention decode layout state out of the Metal templates for compressed decode, QK, AV, and fused decode, reducing per-token kernel-specialization churn while preserving compressed attention quality.", - "mlx-swift-lm 52483d012bb2434cdc13bd2bba504b6b0f9d65d5 pins the runtime-layout kernel revision, adds the Qwen3.5/Qwen3.6 Turbo8 proof pipeline, promotes Qwen production profiles to exact initial prefill plus throughput-oriented two-stage compressed decode, keeps turbo4v2/turbo3_5 guarded, defaults the strict release proof to decode query length 1, and hardens compressed decode for normal transposed Q/K/V layouts, update-failure fallback, packed fallback residency, and rotating single-token window masks.", - "TurboQuantQwenProof strict release matrix passed locally with fp16 Turbo8, 8K/16K contexts, query length 1, twoStageCompressed, 10/10 ok, and minimum compressed decode throughput 23.19 tok/s; 32K remains a stress gate." + "mlx-swift-lm 233ef2f0198d6bd637fc3929cd2ae9491b53d3ce pins the runtime-layout kernel revision, adds the Qwen3.5/Qwen3.6 Turbo8 proof and path-comparison pipeline, promotes Qwen production profiles to exact initial prefill plus throughput-oriented two-stage compressed decode, keeps turbo4v2/turbo3_5 guarded, corrects Turbo4V2 key-bit metadata across bundled and exported profiles, defaults the strict release proof to decode query length 1, and hardens compressed decode for normal transposed Q/K/V layouts, update-failure fallback, packed fallback residency, rotating single-token window masks, and Qwen 256-head throughput routing.", + "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Turbo8, Qwen3.5 2B, 8K/16K contexts, query length 1, twoStageCompressed, 2/2 ok, and minimum compressed decode throughput 29.94 tok/s. Path comparison showed fused remains slower than two-stage for Qwen 256-head decode, so fused stays an optimization target rather than the production route; 32K remains a stress gate." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-qwen-proof-gates-passed", "pinnedMLXSwift": "5a990749fae2125f7a69506b486238ab1ac166c2", - "pinnedMLXSwiftLM": "52483d012bb2434cdc13bd2bba504b6b0f9d65d5", - "compatibilityPairID": "mlx-swift-5a990749fae2125f7a69506b486238ab1ac166c2+mlx-swift-lm-52483d012bb2434cdc13bd2bba504b6b0f9d65d5", + "pinnedMLXSwiftLM": "233ef2f0198d6bd637fc3929cd2ae9491b53d3ce", + "compatibilityPairID": "mlx-swift-5a990749fae2125f7a69506b486238ab1ac166c2+mlx-swift-lm-233ef2f0198d6bd637fc3929cd2ae9491b53d3ce", "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 5859e75..c781a42 100644 --- a/project.yml +++ b/project.yml @@ -13,7 +13,7 @@ packages: revision: 5a990749fae2125f7a69506b486238ab1ac166c2 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 52483d012bb2434cdc13bd2bba504b6b0f9d65d5 + revision: 233ef2f0198d6bd637fc3929cd2ae9491b53d3ce SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From b317846e98dab21e9b7bb09edf499fd5287430b1 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 17:12:28 +0200 Subject: [PATCH 44/80] Pin TurboQuant fused bit path proof --- Pines.xcodeproj/project.pbxproj | 4 ++-- .../xcshareddata/swiftpm/Package.resolved | 4 ++-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 12 ++++++------ .../compatibility-pair.json | 16 ++++++++-------- project.yml | 4 ++-- 6 files changed, 21 insertions(+), 21 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 30c3d07..f6d1d8c 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 5a990749fae2125f7a69506b486238ab1ac166c2; + revision = 210fb8983784e17276aa84f60850158535502bb4; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 233ef2f0198d6bd637fc3929cd2ae9491b53d3ce; + revision = ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index dd43d5d..ff8996d 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "5a990749fae2125f7a69506b486238ab1ac166c2" + "revision" : "210fb8983784e17276aa84f60850158535502bb4" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "233ef2f0198d6bd637fc3929cd2ae9491b53d3ce" + "revision" : "ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 353e9a3..8ec05bb 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-5a990749fae2125f7a69506b486238ab1ac166c2+mlx-swift-lm-233ef2f0198d6bd637fc3929cd2ae9491b53d3ce" + "mlx-swift-210fb8983784e17276aa84f60850158535502bb4+mlx-swift-lm-ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 53de8e8..427f30e 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `5a990749fae2125f7a69506b486238ab1ac166c2` -- `RNT56/mlx-swift-lm`: `233ef2f0198d6bd637fc3929cd2ae9491b53d3ce` +- `RNT56/mlx-swift`: `210fb8983784e17276aa84f60850158535502bb4` +- `RNT56/mlx-swift-lm`: `ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -22,11 +22,11 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `5a990749fae2125f7a69506b486238ab1ac166c2` - - `RNT56/mlx-swift-lm`: `233ef2f0198d6bd637fc3929cd2ae9491b53d3ce` + - `RNT56/mlx-swift`: `210fb8983784e17276aa84f60850158535502bb4` + - `RNT56/mlx-swift-lm`: `ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` -- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path with runtime sequence-state inputs, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. +- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path with runtime sequence-state inputs, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. - `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded conservative routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill two-stage compressed decode policies, Qwen path-comparison proof mode, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. @@ -63,7 +63,7 @@ Latest real-device smoke validation for the active compatibility pair ran on `iP | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 Turbo8 and routes decode through raw-free two-stage compressed QK/AV. On Mac, the strict Qwen proof with `float16`, `turbo8`, Qwen3.5 2B, 8K/16K contexts, query length 1, and forced `twoStageCompressed` passed 2/2 cases with compressed decode throughput of `45.36 tok/s` at 8K and `29.94 tok/s` at 16K. The same path-comparison proof showed the current fused shader is slower for Qwen-style 256-dimensional heads, so two-stage remains the production route until fused beats it at p50/p95. It also hardens normal transposed attention layouts, compressed-update fallback, packed fallback residency, rotating single-token window masks, Qwen throughput-policy routing, and profile bit metadata. The 32K context remains a stress gate until it clears the configured throughput threshold on target devices. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded because earlier real-device compressed attention runs produced repetitive or degraded text; promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. +Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 Turbo8 and routes decode through raw-free two-stage compressed QK/AV. On Mac, the current path-comparison proof with `float16`, Qwen3.5 2B, 8K/16K contexts, query length 1, and Turbo8/Turbo4V2/Turbo3.5 across forced `twoStageCompressed` and `onlineFused` passed 12/12 cases. Turbo8 two-stage measured `58.69 tok/s` at 8K and `35.41 tok/s` at 16K; Turbo8 fused measured `38.65 tok/s` at 8K and `20.49 tok/s` at 16K. Turbo4V2 fused measured `51.04 tok/s` at 8K and `29.16 tok/s` at 16K; Turbo3.5 fused measured `44.28 tok/s` at 8K and `25.22 tok/s` at 16K. The fused shader now clears the Mac 20 tok/s floor for all three valid Qwen precisions, but two-stage still wins for Qwen-style 256-dimensional heads, so two-stage remains the production route until fused beats it at p50/p95. It also hardens normal transposed attention layouts, compressed-update fallback, packed fallback residency, rotating single-token window masks, Qwen throughput-policy routing, profile bit metadata, and cross-scheme fused/two-stage correctness. The 32K context remains a stress gate until it clears the configured throughput threshold on target devices. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded because earlier real-device compressed attention runs produced repetitive or degraded text; promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. ## Fork Maintenance diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 3de09d5..384fa5f 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "5a990749fae2125f7a69506b486238ab1ac166c2", + "commit": "210fb8983784e17276aa84f60850158535502bb4", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "233ef2f0198d6bd637fc3929cd2ae9491b53d3ce", + "commit": "ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d", "dirtyAtValidation": false }, "schemaSet": { @@ -271,16 +271,16 @@ "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", - "mlx-swift 5a990749fae2125f7a69506b486238ab1ac166c2 caches fused-attention query rows in threadgroup memory and moves mutable compressed-attention decode layout state out of the Metal templates for compressed decode, QK, AV, and fused decode, reducing per-token kernel-specialization churn while preserving compressed attention quality.", - "mlx-swift-lm 233ef2f0198d6bd637fc3929cd2ae9491b53d3ce pins the runtime-layout kernel revision, adds the Qwen3.5/Qwen3.6 Turbo8 proof and path-comparison pipeline, promotes Qwen production profiles to exact initial prefill plus throughput-oriented two-stage compressed decode, keeps turbo4v2/turbo3_5 guarded, corrects Turbo4V2 key-bit metadata across bundled and exported profiles, defaults the strict release proof to decode query length 1, and hardens compressed decode for normal transposed Q/K/V layouts, update-failure fallback, packed fallback residency, rotating single-token window masks, and Qwen 256-head throughput routing.", - "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Turbo8, Qwen3.5 2B, 8K/16K contexts, query length 1, twoStageCompressed, 2/2 ok, and minimum compressed decode throughput 29.94 tok/s. Path comparison showed fused remains slower than two-stage for Qwen 256-head decode, so fused stays an optimization target rather than the production route; 32K remains a stress gate." + "mlx-swift 210fb8983784e17276aa84f60850158535502bb4 keeps runtime-layout kernel specialization stable and adds word-level packed magnitude read/write helpers shared by fused, QK, AV, decode, and encode paths. Fixed-width Turbo8/Turbo4V2 skip high-mask/popcount work, while mixed Turbo3.5 computes magnitude bit width and packed offset once before reading.", + "mlx-swift-lm ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d pins the fused bit-path optimization, keeps Qwen3.5/Qwen3.6 Turbo8 production profiles on exact initial prefill plus throughput-oriented two-stage compressed decode, keeps turbo4v2/turbo3_5 guarded, and retains Qwen 256-head throughput routing until fused beats two-stage at p50/p95.", + "TurboQuantQwenProof path-comparison Mac release proof passed locally with fp16 Qwen3.5 2B, 8K/16K contexts, query length 1, Turbo8/Turbo4V2/Turbo3.5, and forced twoStage/fused paths: 12/12 ok. Current proof minimums were Turbo8 fused 20.49 tok/s at 16K, Turbo4V2 fused 29.16 tok/s at 16K, and Turbo3.5 fused 25.22 tok/s at 16K. Two-stage still wins Qwen 256-head decode and remains the production route; 32K remains a stress gate." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-qwen-proof-gates-passed", - "pinnedMLXSwift": "5a990749fae2125f7a69506b486238ab1ac166c2", - "pinnedMLXSwiftLM": "233ef2f0198d6bd637fc3929cd2ae9491b53d3ce", - "compatibilityPairID": "mlx-swift-5a990749fae2125f7a69506b486238ab1ac166c2+mlx-swift-lm-233ef2f0198d6bd637fc3929cd2ae9491b53d3ce", + "pinnedMLXSwift": "210fb8983784e17276aa84f60850158535502bb4", + "pinnedMLXSwiftLM": "ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d", + "compatibilityPairID": "mlx-swift-210fb8983784e17276aa84f60850158535502bb4+mlx-swift-lm-ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d", "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index c781a42..58bb816 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 5a990749fae2125f7a69506b486238ab1ac166c2 + revision: 210fb8983784e17276aa84f60850158535502bb4 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 233ef2f0198d6bd637fc3929cd2ae9491b53d3ce + revision: ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 518a4f3a79026af8994a74d29358eed27a77b4f4 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 18:16:01 +0200 Subject: [PATCH 45/80] Promote fused TurboQuant proof pins --- Pines.xcodeproj/project.pbxproj | 4 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 18 ++--- .../compatibility-pair.json | 66 ++++++++++++++++--- project.yml | 4 +- 6 files changed, 73 insertions(+), 25 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index f6d1d8c..e46e91a 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 210fb8983784e17276aa84f60850158535502bb4; + revision = 1faa77e24cceced76e79a0761e8080c1ddbbfb4c; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d; + revision = 528089ed2380b866068a70e7bf395c94de2499e0; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index ff8996d..f23f5a5 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "210fb8983784e17276aa84f60850158535502bb4" + "revision" : "1faa77e24cceced76e79a0761e8080c1ddbbfb4c" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d" + "revision" : "528089ed2380b866068a70e7bf395c94de2499e0" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 8ec05bb..f586f8c 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-210fb8983784e17276aa84f60850158535502bb4+mlx-swift-lm-ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d" + "mlx-swift-1faa77e24cceced76e79a0761e8080c1ddbbfb4c+mlx-swift-lm-528089ed2380b866068a70e7bf395c94de2499e0" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 427f30e..30b9f41 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `210fb8983784e17276aa84f60850158535502bb4` -- `RNT56/mlx-swift-lm`: `ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d` +- `RNT56/mlx-swift`: `1faa77e24cceced76e79a0761e8080c1ddbbfb4c` +- `RNT56/mlx-swift-lm`: `528089ed2380b866068a70e7bf395c94de2499e0` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -13,7 +13,7 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi ## Runtime Strategy -- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Qwen3.5/Qwen3.6 production profiles use `turbo8` with exact initial prefill and throughput-oriented two-stage compressed decode for 8K/16K extended contexts. Lower-bit `turbo4v2` and `turbo3_5` Qwen candidates remain guarded until model/device text-quality evidence certifies them; `turbo4v2` is 4-bit keys/4-bit values, while `turbo3_5` is mixed 3/4-bit keys with 4-bit values. Gemma and Llama quality-sensitive profiles still use `turbo8` with exact initial prefill and raw-free compressed decode. +- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Qwen3.5/Qwen3.6 production profiles use `turbo8` with exact initial prefill and block-parallel fused compressed decode for 8K/16K/32K extended contexts. Lower-bit `turbo4v2` and `turbo3_5` Qwen candidates remain guarded for product certification but now route through the same fused proof path; `turbo4v2` is 4-bit keys/4-bit values, while `turbo3_5` is mixed 3/4-bit keys with 4-bit values. Gemma and Llama quality-sensitive profiles still use `turbo8` with exact initial prefill and raw-free compressed decode. - The app runs a local control plane before generation: it computes an admission plan, memory zones, a mode-specific fallback contract, selected context length, and a user-facing downgrade/rejection reason before creating the MLX cache. - Every local run can attach a TurboQuant RunDecision with admission, context plan, active attention path, fallback state, cache lifecycle, measured compressed bytes, calibration sample, speculative telemetry when present, and explicit no-cloud-fallback metadata. - Runtime profiles are adapted from `hw.machine`, memory, thermal state, Low Power Mode, Metal architecture, MLX working-set size, and the MLX TurboQuant self-test. Device names are diagnostic hints; verified MLX capabilities decide whether compressed Metal attention is active. @@ -22,12 +22,12 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `210fb8983784e17276aa84f60850158535502bb4` - - `RNT56/mlx-swift-lm`: `ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d` + - `RNT56/mlx-swift`: `1faa77e24cceced76e79a0761e8080c1ddbbfb4c` + - `RNT56/mlx-swift-lm`: `528089ed2380b866068a70e7bf395c94de2499e0` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` -- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, a device-profile-gated tiled online fused decode path with runtime sequence-state inputs, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded conservative routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill two-stage compressed decode policies, Qwen path-comparison proof mode, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill block-parallel fused compressed decode policies, Qwen path-comparison and p50/p95 proof modes, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. @@ -54,7 +54,7 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi ## Physical Device Evidence -Latest real-device smoke validation for the active compatibility pair ran on `iPhone16,2` / A17 Pro (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-26. These runs are evidence for the exact local artifact tuple only; they do not certify lower-bit compressed attention paths. +Most recent imported real-device smoke validation ran on `iPhone16,2` / A17 Pro (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-26 before the block-parallel fused pair was promoted. These runs are retained as raw-shadow recovery evidence for the exact local artifact tuple only; they do not certify the current fused path or lower-bit compressed attention paths. | Model | Artifact | Result | Active profile/path | Observed result | | --- | --- | --- | --- | --- | @@ -63,7 +63,7 @@ Latest real-device smoke validation for the active compatibility pair ran on `iP | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 Turbo8 and routes decode through raw-free two-stage compressed QK/AV. On Mac, the current path-comparison proof with `float16`, Qwen3.5 2B, 8K/16K contexts, query length 1, and Turbo8/Turbo4V2/Turbo3.5 across forced `twoStageCompressed` and `onlineFused` passed 12/12 cases. Turbo8 two-stage measured `58.69 tok/s` at 8K and `35.41 tok/s` at 16K; Turbo8 fused measured `38.65 tok/s` at 8K and `20.49 tok/s` at 16K. Turbo4V2 fused measured `51.04 tok/s` at 8K and `29.16 tok/s` at 16K; Turbo3.5 fused measured `44.28 tok/s` at 8K and `25.22 tok/s` at 16K. The fused shader now clears the Mac 20 tok/s floor for all three valid Qwen precisions, but two-stage still wins for Qwen-style 256-dimensional heads, so two-stage remains the production route until fused beats it at p50/p95. It also hardens normal transposed attention layouts, compressed-update fallback, packed fallback residency, rotating single-token window masks, Qwen throughput-policy routing, profile bit metadata, and cross-scheme fused/two-stage correctness. The 32K context remains a stress gate until it clears the configured throughput threshold on target devices. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded because earlier real-device compressed attention runs produced repetitive or degraded text; promotion from `guarded` to `Verified` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. +Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the block-parallel fused compressed path. On Mac, the strict Qwen3.5 2B proof with `float16`, 16 query heads, 4 KV heads, query length 1, 8K/16K/32K contexts, and Turbo8/Turbo4V2/Turbo3.5 passed 9/9 p95 production gates at a 20 tok/s floor. The p95 rates were Turbo8 `52.45/39.10/22.61 tok/s`, Turbo4V2 `57.65/45.08/28.05 tok/s`, and Turbo3.5 `53.35/41.93/23.47 tok/s` at 8K/16K/32K respectively. Forced path comparison also shows fused beating two-stage at p50/p95 through 32K on this Mac, so Qwen throughput profiles now use fused decode. The 64K proof remains a stress target because p95 stayed below 20 tok/s on this machine. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims because earlier real-device compressed attention runs produced repetitive or degraded text; promotion from `guarded` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. ## Fork Maintenance diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 384fa5f..7710dc8 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "210fb8983784e17276aa84f60850158535502bb4", + "commit": "1faa77e24cceced76e79a0761e8080c1ddbbfb4c", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d", + "commit": "528089ed2380b866068a70e7bf395c94de2499e0", "dirtyAtValidation": false }, "schemaSet": { @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-26T13:55:00Z", + "validatedAt": "2026-05-26T16:15:17Z", "validationCommands": [ { "repo": "pines", @@ -239,6 +239,54 @@ "command": "xcrun xctrace list devices", "result": "skipped", "notes": "No online iPhone-class device was available. The only iPhone-class physical device was listed offline, so the required real-device verified tuple could not be produced in this workspace." + }, + { + "repo": "pines", + "command": "bash scripts/ci/check-mlx-package-pins.sh", + "result": "passed", + "notes": "Pin guard passed after promoting Pines to mlx-swift 1faa77e24cceced76e79a0761e8080c1ddbbfb4c and mlx-swift-lm 528089ed2380b866068a70e7bf395c94de2499e0." + }, + { + "repo": "pines", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "Focused Pines TurboQuant suite passed 69 Swift Testing cases on the promoted fused compatibility pair." + }, + { + "repo": "pines", + "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", + "result": "passed", + "notes": "PinesCoreTestRunner passed on the promoted fused compatibility pair." + }, + { + "repo": "pines", + "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", + "result": "passed", + "notes": "Locked Xcode package resolution checked out mlx-swift 1faa77e and mlx-swift-lm 528089e with no package-lock drift." + }, + { + "repo": "mlx-swift", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "Block-parallel fused partial/reduce kernels, Mac Apple silicon profile selection, p50/p95 benchmark reporting, and cross-scheme long-context fused correctness passed locally." + }, + { + "repo": "mlx-swift-lm", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "Qwen throughput-policy routing, profile metadata, p50/p95 proof accounting, and TurboQuant cache/profile tests passed locally." + }, + { + "repo": "mlx-swift-lm", + "command": "swift run -c release TurboQuantQwenProof --profiles qwen3.5-2b --contexts 8192,16384,32768 --query-lengths 1 --iterations 20 --dtype float16 --schemes turbo8,turbo4v2,turbo3_5 --min-extended-tokens-per-second 20 --strict --cooldown-ms 500", + "result": "passed", + "notes": "Strict Mac proof passed 9/9 Qwen-shaped fused cases. P95 rates were Turbo8 52.45/39.10/22.61 tok/s, Turbo4V2 57.65/45.08/28.05 tok/s, and Turbo3.5 53.35/41.93/23.47 tok/s at 8K/16K/32K." + }, + { + "repo": "mlx-swift-lm", + "command": "TurboQuantQwenProof --path-compare --profiles qwen3.5-2b --contexts 8192,16384,32768 --query-lengths 1 --iterations 20 --dtype float16 --schemes turbo8,turbo4v2,turbo3_5 --attention-paths two-stage,fused --min-extended-tokens-per-second 20 --cooldown-ms 500", + "result": "passed", + "notes": "Forced path comparison showed fused beating two-stage at p50/p95 through 32K on the local Mac proof machine for Turbo8, Turbo4V2, and Turbo3.5." } ], "signoffs": { @@ -271,16 +319,16 @@ "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", - "mlx-swift 210fb8983784e17276aa84f60850158535502bb4 keeps runtime-layout kernel specialization stable and adds word-level packed magnitude read/write helpers shared by fused, QK, AV, decode, and encode paths. Fixed-width Turbo8/Turbo4V2 skip high-mask/popcount work, while mixed Turbo3.5 computes magnitude bit width and packed offset once before reading.", - "mlx-swift-lm ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d pins the fused bit-path optimization, keeps Qwen3.5/Qwen3.6 Turbo8 production profiles on exact initial prefill plus throughput-oriented two-stage compressed decode, keeps turbo4v2/turbo3_5 guarded, and retains Qwen 256-head throughput routing until fused beats two-stage at p50/p95.", - "TurboQuantQwenProof path-comparison Mac release proof passed locally with fp16 Qwen3.5 2B, 8K/16K contexts, query length 1, Turbo8/Turbo4V2/Turbo3.5, and forced twoStage/fused paths: 12/12 ok. Current proof minimums were Turbo8 fused 20.49 tok/s at 16K, Turbo4V2 fused 29.16 tok/s at 16K, and Turbo3.5 fused 25.22 tok/s at 16K. Two-stage still wins Qwen 256-head decode and remains the production route; 32K remains a stress gate." + "mlx-swift 1faa77e24cceced76e79a0761e8080c1ddbbfb4c adds block-parallel fused partial/reduce attention for long-context decode, sizes partial buffers by stable cache-capacity blocks to avoid per-token kernel specialization churn, adds a Mac Apple silicon kernel profile, and reports real p50/p95 attention throughput.", + "mlx-swift-lm 528089ed2380b866068a70e7bf395c94de2499e0 pins the block-parallel fused core, routes Qwen3.5/Qwen3.6 Turbo8/Turbo4V2/Turbo3.5 throughput profiles through fused compressed decode after exact initial prefill, and gates production proof on p95 token rate.", + "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 8K/16K/32K contexts, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 9/9 ok. P95 minimums were Turbo8 22.61 tok/s at 32K, Turbo4V2 28.05 tok/s at 32K, and Turbo3.5 23.47 tok/s at 32K. Forced path comparison also showed fused beating two-stage at p50/p95 through 32K; 64K remains a stress target on this Mac because p95 stayed below 20 tok/s." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-qwen-proof-gates-passed", - "pinnedMLXSwift": "210fb8983784e17276aa84f60850158535502bb4", - "pinnedMLXSwiftLM": "ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d", - "compatibilityPairID": "mlx-swift-210fb8983784e17276aa84f60850158535502bb4+mlx-swift-lm-ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d", + "pinnedMLXSwift": "1faa77e24cceced76e79a0761e8080c1ddbbfb4c", + "pinnedMLXSwiftLM": "528089ed2380b866068a70e7bf395c94de2499e0", + "compatibilityPairID": "mlx-swift-1faa77e24cceced76e79a0761e8080c1ddbbfb4c+mlx-swift-lm-528089ed2380b866068a70e7bf395c94de2499e0", "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 58bb816..b25ae15 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 210fb8983784e17276aa84f60850158535502bb4 + revision: 1faa77e24cceced76e79a0761e8080c1ddbbfb4c MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: ab52b3d978bca2eaa4fa7a4b7bc8bd9aa63fc18d + revision: 528089ed2380b866068a70e7bf395c94de2499e0 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 4f50d0e2e95889de9c08782ce31262ca983ed1ba Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 18:56:13 +0200 Subject: [PATCH 46/80] Pin grouped-query TurboQuant proof pair --- Pines.xcodeproj/project.pbxproj | 4 +-- .../xcshareddata/swiftpm/Package.resolved | 4 +-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 14 ++++----- .../compatibility-pair.json | 30 +++++++++---------- project.yml | 4 +-- 6 files changed, 29 insertions(+), 29 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index e46e91a..649a527 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 1faa77e24cceced76e79a0761e8080c1ddbbfb4c; + revision = cff5d0ad87f79585ac778224c21a5278d25a4e79; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 528089ed2380b866068a70e7bf395c94de2499e0; + revision = 9159b8b1341c4a471c376c9f89b3e11672849e99; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index f23f5a5..d7f1643 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "1faa77e24cceced76e79a0761e8080c1ddbbfb4c" + "revision" : "cff5d0ad87f79585ac778224c21a5278d25a4e79" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "528089ed2380b866068a70e7bf395c94de2499e0" + "revision" : "9159b8b1341c4a471c376c9f89b3e11672849e99" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index f586f8c..13455af 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-1faa77e24cceced76e79a0761e8080c1ddbbfb4c+mlx-swift-lm-528089ed2380b866068a70e7bf395c94de2499e0" + "mlx-swift-cff5d0ad87f79585ac778224c21a5278d25a4e79+mlx-swift-lm-9159b8b1341c4a471c376c9f89b3e11672849e99" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 30b9f41..bd94c28 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `1faa77e24cceced76e79a0761e8080c1ddbbfb4c` -- `RNT56/mlx-swift-lm`: `528089ed2380b866068a70e7bf395c94de2499e0` +- `RNT56/mlx-swift`: `cff5d0ad87f79585ac778224c21a5278d25a4e79` +- `RNT56/mlx-swift-lm`: `9159b8b1341c4a471c376c9f89b3e11672849e99` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -22,12 +22,12 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `1faa77e24cceced76e79a0761e8080c1ddbbfb4c` - - `RNT56/mlx-swift-lm`: `528089ed2380b866068a70e7bf395c94de2499e0` + - `RNT56/mlx-swift`: `cff5d0ad87f79585ac778224c21a5278d25a4e79` + - `RNT56/mlx-swift-lm`: `9159b8b1341c4a471c376c9f89b3e11672849e99` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` -- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill block-parallel fused compressed decode policies, Qwen path-comparison and p50/p95 proof modes, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill grouped-query fused compressed decode policies, Qwen production and large-context experiment p50/p95 proof modes, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. @@ -63,7 +63,7 @@ Most recent imported real-device smoke validation ran on `iPhone16,2` / A17 Pro | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the block-parallel fused compressed path. On Mac, the strict Qwen3.5 2B proof with `float16`, 16 query heads, 4 KV heads, query length 1, 8K/16K/32K contexts, and Turbo8/Turbo4V2/Turbo3.5 passed 9/9 p95 production gates at a 20 tok/s floor. The p95 rates were Turbo8 `52.45/39.10/22.61 tok/s`, Turbo4V2 `57.65/45.08/28.05 tok/s`, and Turbo3.5 `53.35/41.93/23.47 tok/s` at 8K/16K/32K respectively. Forced path comparison also shows fused beating two-stage at p50/p95 through 32K on this Mac, so Qwen throughput profiles now use fused decode. The 64K proof remains a stress target because p95 stayed below 20 tok/s on this machine. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims because earlier real-device compressed attention runs produced repetitive or degraded text; promotion from `guarded` requires per-model evidence that the active compressed attention path passes repetition, stop, memory, and throughput gates. +Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the grouped-query fused compressed path. On Mac, the strict Qwen3.5 2B proof with `float16`, 16 query heads, 4 KV heads, query length 1, 32K production context, and Turbo8/Turbo4V2/Turbo3.5 passed 3/3 p95 production gates at a 20 tok/s floor. The p95 rates were Turbo8 `27.14 tok/s`, Turbo4V2 `31.85 tok/s`, and Turbo3.5 `28.09 tok/s` at 32K. The 64K proof remains an experiment row because p95 stayed below 20 tok/s on this Mac under sustained pinned-package load: Turbo8 `15.92 tok/s`, Turbo4V2 `19.12 tok/s`, and Turbo3.5 `17.42 tok/s`. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. ## Fork Maintenance diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 7710dc8..441b5ef 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "1faa77e24cceced76e79a0761e8080c1ddbbfb4c", + "commit": "cff5d0ad87f79585ac778224c21a5278d25a4e79", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "528089ed2380b866068a70e7bf395c94de2499e0", + "commit": "9159b8b1341c4a471c376c9f89b3e11672849e99", "dirtyAtValidation": false }, "schemaSet": { @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-26T16:15:17Z", + "validatedAt": "2026-05-26T16:55:46Z", "validationCommands": [ { "repo": "pines", @@ -244,7 +244,7 @@ "repo": "pines", "command": "bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "notes": "Pin guard passed after promoting Pines to mlx-swift 1faa77e24cceced76e79a0761e8080c1ddbbfb4c and mlx-swift-lm 528089ed2380b866068a70e7bf395c94de2499e0." + "notes": "Pin guard passed after promoting Pines to mlx-swift cff5d0ad87f79585ac778224c21a5278d25a4e79 and mlx-swift-lm 9159b8b1341c4a471c376c9f89b3e11672849e99." }, { "repo": "pines", @@ -262,25 +262,25 @@ "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", "result": "passed", - "notes": "Locked Xcode package resolution checked out mlx-swift 1faa77e and mlx-swift-lm 528089e with no package-lock drift." + "notes": "Locked Xcode package resolution checked out mlx-swift cff5d0a and mlx-swift-lm 9159b8b with no package-lock drift." }, { "repo": "mlx-swift", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "Block-parallel fused partial/reduce kernels, Mac Apple silicon profile selection, p50/p95 benchmark reporting, and cross-scheme long-context fused correctness passed locally." + "notes": "Block-parallel fused partial/reduce kernels, Mac Apple silicon profile selection, grouped-query block fused decode, p50/p95 benchmark reporting, and cross-scheme long-context fused correctness passed locally." }, { "repo": "mlx-swift-lm", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "Qwen throughput-policy routing, profile metadata, p50/p95 proof accounting, and TurboQuant cache/profile tests passed locally." + "notes": "Qwen throughput-policy routing, production/large-context proof accounting, profile metadata, and TurboQuant cache/profile tests passed locally." }, { "repo": "mlx-swift-lm", - "command": "swift run -c release TurboQuantQwenProof --profiles qwen3.5-2b --contexts 8192,16384,32768 --query-lengths 1 --iterations 20 --dtype float16 --schemes turbo8,turbo4v2,turbo3_5 --min-extended-tokens-per-second 20 --strict --cooldown-ms 500", + "command": "swift run -c release TurboQuantQwenProof --profiles qwen3.5-2b --contexts 32768 --experimental-contexts 65536 --query-lengths 1 --iterations 20 --warmup 2 --dtype float16 --schemes turbo8,turbo4v2,turbo3_5 --min-extended-tokens-per-second 20 --strict --cooldown-ms 500", "result": "passed", - "notes": "Strict Mac proof passed 9/9 Qwen-shaped fused cases. P95 rates were Turbo8 52.45/39.10/22.61 tok/s, Turbo4V2 57.65/45.08/28.05 tok/s, and Turbo3.5 53.35/41.93/23.47 tok/s at 8K/16K/32K." + "notes": "Strict Mac proof passed 3/3 32K production Qwen-shaped fused cases. P95 rates were Turbo8 27.14 tok/s, Turbo4V2 31.85 tok/s, and Turbo3.5 28.09 tok/s. The 64K experiment rows remained below the 20 tok/s promotion floor: Turbo8 15.92 tok/s, Turbo4V2 19.12 tok/s, Turbo3.5 17.42 tok/s." }, { "repo": "mlx-swift-lm", @@ -319,16 +319,16 @@ "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", - "mlx-swift 1faa77e24cceced76e79a0761e8080c1ddbbfb4c adds block-parallel fused partial/reduce attention for long-context decode, sizes partial buffers by stable cache-capacity blocks to avoid per-token kernel specialization churn, adds a Mac Apple silicon kernel profile, and reports real p50/p95 attention throughput.", - "mlx-swift-lm 528089ed2380b866068a70e7bf395c94de2499e0 pins the block-parallel fused core, routes Qwen3.5/Qwen3.6 Turbo8/Turbo4V2/Turbo3.5 throughput profiles through fused compressed decode after exact initial prefill, and gates production proof on p95 token rate.", - "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 8K/16K/32K contexts, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 9/9 ok. P95 minimums were Turbo8 22.61 tok/s at 32K, Turbo4V2 28.05 tok/s at 32K, and Turbo3.5 23.47 tok/s at 32K. Forced path comparison also showed fused beating two-stage at p50/p95 through 32K; 64K remains a stress target on this Mac because p95 stayed below 20 tok/s." + "mlx-swift cff5d0ad87f79585ac778224c21a5278d25a4e79 adds a Mac-gated grouped-query block fused kernel for Qwen-style GQA decode while keeping the portable block-partial fused path for iOS/device testing.", + "mlx-swift-lm 9159b8b1341c4a471c376c9f89b3e11672849e99 pins the grouped-query fused core and extends TurboQuantQwenProof with production gates plus separate large-context experiment rows for 64K/128K/256K evidence.", + "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. P95 rates were Turbo8 27.14 tok/s, Turbo4V2 31.85 tok/s, and Turbo3.5 28.09 tok/s at 32K. 64K remains experiment-only because p95 stayed below 20 tok/s under sustained pinned-package load." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-qwen-proof-gates-passed", - "pinnedMLXSwift": "1faa77e24cceced76e79a0761e8080c1ddbbfb4c", - "pinnedMLXSwiftLM": "528089ed2380b866068a70e7bf395c94de2499e0", - "compatibilityPairID": "mlx-swift-1faa77e24cceced76e79a0761e8080c1ddbbfb4c+mlx-swift-lm-528089ed2380b866068a70e7bf395c94de2499e0", + "pinnedMLXSwift": "cff5d0ad87f79585ac778224c21a5278d25a4e79", + "pinnedMLXSwiftLM": "9159b8b1341c4a471c376c9f89b3e11672849e99", + "compatibilityPairID": "mlx-swift-cff5d0ad87f79585ac778224c21a5278d25a4e79+mlx-swift-lm-9159b8b1341c4a471c376c9f89b3e11672849e99", "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index b25ae15..8231c8a 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 1faa77e24cceced76e79a0761e8080c1ddbbfb4c + revision: cff5d0ad87f79585ac778224c21a5278d25a4e79 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 528089ed2380b866068a70e7bf395c94de2499e0 + revision: 9159b8b1341c4a471c376c9f89b3e11672849e99 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 9448b110d229d85808791fc662bce1a8d7618b92 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 19:51:12 +0200 Subject: [PATCH 47/80] Pin optimized TurboQuant Mac proof pair --- Pines.xcodeproj/project.pbxproj | 4 +-- .../xcshareddata/swiftpm/Package.resolved | 4 +-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 12 ++++----- .../compatibility-pair.json | 26 +++++++++---------- project.yml | 4 +-- 6 files changed, 26 insertions(+), 26 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 649a527..7a67521 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = cff5d0ad87f79585ac778224c21a5278d25a4e79; + revision = 368db4c158d190ed3bf9d1e059b151f2f72c4544; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 9159b8b1341c4a471c376c9f89b3e11672849e99; + revision = 1a6a04350e731fc083bff1f1023323914607e2a8; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index d7f1643..cd72955 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "cff5d0ad87f79585ac778224c21a5278d25a4e79" + "revision" : "368db4c158d190ed3bf9d1e059b151f2f72c4544" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "9159b8b1341c4a471c376c9f89b3e11672849e99" + "revision" : "1a6a04350e731fc083bff1f1023323914607e2a8" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 13455af..083d99c 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-cff5d0ad87f79585ac778224c21a5278d25a4e79+mlx-swift-lm-9159b8b1341c4a471c376c9f89b3e11672849e99" + "mlx-swift-368db4c158d190ed3bf9d1e059b151f2f72c4544+mlx-swift-lm-1a6a04350e731fc083bff1f1023323914607e2a8" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index bd94c28..076082c 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `cff5d0ad87f79585ac778224c21a5278d25a4e79` -- `RNT56/mlx-swift-lm`: `9159b8b1341c4a471c376c9f89b3e11672849e99` +- `RNT56/mlx-swift`: `368db4c158d190ed3bf9d1e059b151f2f72c4544` +- `RNT56/mlx-swift-lm`: `1a6a04350e731fc083bff1f1023323914607e2a8` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -22,11 +22,11 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `cff5d0ad87f79585ac778224c21a5278d25a4e79` - - `RNT56/mlx-swift-lm`: `9159b8b1341c4a471c376c9f89b3e11672849e99` + - `RNT56/mlx-swift`: `368db4c158d190ed3bf9d1e059b151f2f72c4544` + - `RNT56/mlx-swift-lm`: `1a6a04350e731fc083bff1f1023323914607e2a8` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` -- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. +- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, aligned affine value reads, active-block dispatch for reserved larger caches, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. - `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill grouped-query fused compressed decode policies, Qwen production and large-context experiment p50/p95 proof modes, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. @@ -63,7 +63,7 @@ Most recent imported real-device smoke validation ran on `iPhone16,2` / A17 Pro | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the grouped-query fused compressed path. On Mac, the strict Qwen3.5 2B proof with `float16`, 16 query heads, 4 KV heads, query length 1, 32K production context, and Turbo8/Turbo4V2/Turbo3.5 passed 3/3 p95 production gates at a 20 tok/s floor. The p95 rates were Turbo8 `27.14 tok/s`, Turbo4V2 `31.85 tok/s`, and Turbo3.5 `28.09 tok/s` at 32K. The 64K proof remains an experiment row because p95 stayed below 20 tok/s on this Mac under sustained pinned-package load: Turbo8 `15.92 tok/s`, Turbo4V2 `19.12 tok/s`, and Turbo3.5 `17.42 tok/s`. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. +Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the grouped-query fused compressed path. On Mac, the strict Qwen3.5 2B proof with `float16`, 16 query heads, 4 KV heads, query length 1, 32K production context, and Turbo8/Turbo4V2/Turbo3.5 passed 3/3 p95 production gates at a 20 tok/s floor. The latest combined p95 rates at 32K were Turbo8 `31.86 tok/s`, Turbo4V2 `32.23 tok/s`, and Turbo3.5 `34.05 tok/s`. At 64K, Turbo4V2 now clears the 20 tok/s p95 floor in focused Mac proof (`22.41 tok/s` p95, `23.85 tok/s` p50), while Turbo8 (`18.33 tok/s` p95) and Turbo3.5 (`19.17 tok/s` p95) remain experiment-only on this Mac. Turbo4V2 128K is feasible as an experiment row but not a production-speed row yet (`12.44 tok/s` p95). Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. ## Fork Maintenance diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 441b5ef..a2b41fd 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "cff5d0ad87f79585ac778224c21a5278d25a4e79", + "commit": "368db4c158d190ed3bf9d1e059b151f2f72c4544", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "9159b8b1341c4a471c376c9f89b3e11672849e99", + "commit": "1a6a04350e731fc083bff1f1023323914607e2a8", "dirtyAtValidation": false }, "schemaSet": { @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-26T16:55:46Z", + "validatedAt": "2026-05-26T17:50:44Z", "validationCommands": [ { "repo": "pines", @@ -244,7 +244,7 @@ "repo": "pines", "command": "bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "notes": "Pin guard passed after promoting Pines to mlx-swift cff5d0ad87f79585ac778224c21a5278d25a4e79 and mlx-swift-lm 9159b8b1341c4a471c376c9f89b3e11672849e99." + "notes": "Pin guard passed after promoting Pines to mlx-swift 368db4c158d190ed3bf9d1e059b151f2f72c4544 and mlx-swift-lm 1a6a04350e731fc083bff1f1023323914607e2a8." }, { "repo": "pines", @@ -262,13 +262,13 @@ "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", "result": "passed", - "notes": "Locked Xcode package resolution checked out mlx-swift cff5d0a and mlx-swift-lm 9159b8b with no package-lock drift." + "notes": "Locked Xcode package resolution checked out mlx-swift 368db4c and mlx-swift-lm 1a6a043 with no package-lock drift." }, { "repo": "mlx-swift", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "Block-parallel fused partial/reduce kernels, Mac Apple silicon profile selection, grouped-query block fused decode, p50/p95 benchmark reporting, and cross-scheme long-context fused correctness passed locally." + "notes": "Block-parallel fused partial/reduce kernels, Mac Apple silicon profile selection, grouped-query block fused decode optimizations, active-block dispatch, p50/p95 benchmark reporting, and cross-scheme long-context fused correctness passed locally." }, { "repo": "mlx-swift-lm", @@ -280,7 +280,7 @@ "repo": "mlx-swift-lm", "command": "swift run -c release TurboQuantQwenProof --profiles qwen3.5-2b --contexts 32768 --experimental-contexts 65536 --query-lengths 1 --iterations 20 --warmup 2 --dtype float16 --schemes turbo8,turbo4v2,turbo3_5 --min-extended-tokens-per-second 20 --strict --cooldown-ms 500", "result": "passed", - "notes": "Strict Mac proof passed 3/3 32K production Qwen-shaped fused cases. P95 rates were Turbo8 27.14 tok/s, Turbo4V2 31.85 tok/s, and Turbo3.5 28.09 tok/s. The 64K experiment rows remained below the 20 tok/s promotion floor: Turbo8 15.92 tok/s, Turbo4V2 19.12 tok/s, Turbo3.5 17.42 tok/s." + "notes": "Strict Mac proof passed 3/3 32K production Qwen-shaped fused cases. Latest combined p95 rates were Turbo8 31.86 tok/s, Turbo4V2 32.23 tok/s, and Turbo3.5 34.05 tok/s. Focused 64K Turbo4V2 proof now clears the 20 tok/s p95 floor at 22.41 tok/s, while Turbo8 and Turbo3.5 remain experiment-only on this Mac." }, { "repo": "mlx-swift-lm", @@ -319,16 +319,16 @@ "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", - "mlx-swift cff5d0ad87f79585ac778224c21a5278d25a4e79 adds a Mac-gated grouped-query block fused kernel for Qwen-style GQA decode while keeping the portable block-partial fused path for iOS/device testing.", - "mlx-swift-lm 9159b8b1341c4a471c376c9f89b3e11672849e99 pins the grouped-query fused core and extends TurboQuantQwenProof with production gates plus separate large-context experiment rows for 64K/128K/256K evidence.", - "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. P95 rates were Turbo8 27.14 tok/s, Turbo4V2 31.85 tok/s, and Turbo3.5 28.09 tok/s at 32K. 64K remains experiment-only because p95 stayed below 20 tok/s under sustained pinned-package load." + "mlx-swift 368db4c158d190ed3bf9d1e059b151f2f72c4544 optimizes the Mac-gated Qwen GQA fused kernel with grouped softmax reductions, aligned affine value reads, cached sign bitset words, hoisted value seeds, and active-block dispatch for reserved larger caches.", + "mlx-swift-lm 1a6a04350e731fc083bff1f1023323914607e2a8 pins the optimized grouped-query fused core.", + "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. Latest combined p95 rates were Turbo8 31.86 tok/s, Turbo4V2 32.23 tok/s, and Turbo3.5 34.05 tok/s at 32K. Focused Turbo4V2 proof reached 22.41 tok/s p95 at 64K and 12.44 tok/s p95 at 128K; Turbo8 and Turbo3.5 remain experiment-only at 64K on this Mac." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-qwen-proof-gates-passed", - "pinnedMLXSwift": "cff5d0ad87f79585ac778224c21a5278d25a4e79", - "pinnedMLXSwiftLM": "9159b8b1341c4a471c376c9f89b3e11672849e99", - "compatibilityPairID": "mlx-swift-cff5d0ad87f79585ac778224c21a5278d25a4e79+mlx-swift-lm-9159b8b1341c4a471c376c9f89b3e11672849e99", + "pinnedMLXSwift": "368db4c158d190ed3bf9d1e059b151f2f72c4544", + "pinnedMLXSwiftLM": "1a6a04350e731fc083bff1f1023323914607e2a8", + "compatibilityPairID": "mlx-swift-368db4c158d190ed3bf9d1e059b151f2f72c4544+mlx-swift-lm-1a6a04350e731fc083bff1f1023323914607e2a8", "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 8231c8a..10e1194 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: cff5d0ad87f79585ac778224c21a5278d25a4e79 + revision: 368db4c158d190ed3bf9d1e059b151f2f72c4544 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 9159b8b1341c4a471c376c9f89b3e11672849e99 + revision: 1a6a04350e731fc083bff1f1023323914607e2a8 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From e05d85516b834abf367dc91968764a2dcb0e776f Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 22:30:28 +0200 Subject: [PATCH 48/80] Pin optimized TurboQuant Qwen proof pair --- Pines.xcodeproj/project.pbxproj | 4 ++-- .../xcshareddata/swiftpm/Package.resolved | 4 ++-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 14 +++++------ .../compatibility-pair.json | 24 +++++++++---------- project.yml | 4 ++-- 6 files changed, 26 insertions(+), 26 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 7a67521..56f1ba0 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 368db4c158d190ed3bf9d1e059b151f2f72c4544; + revision = 165bcd456aa1e6599be60bbe66cdd393c5e8438e; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 1a6a04350e731fc083bff1f1023323914607e2a8; + revision = 777e75a02b6c723e4de67f5c3e3ade88712de3ae; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index cd72955..0f85c6a 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "368db4c158d190ed3bf9d1e059b151f2f72c4544" + "revision" : "165bcd456aa1e6599be60bbe66cdd393c5e8438e" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "1a6a04350e731fc083bff1f1023323914607e2a8" + "revision" : "777e75a02b6c723e4de67f5c3e3ade88712de3ae" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 083d99c..af6c7c3 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-368db4c158d190ed3bf9d1e059b151f2f72c4544+mlx-swift-lm-1a6a04350e731fc083bff1f1023323914607e2a8" + "mlx-swift-165bcd456aa1e6599be60bbe66cdd393c5e8438e+mlx-swift-lm-777e75a02b6c723e4de67f5c3e3ade88712de3ae" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 076082c..191e1d3 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `368db4c158d190ed3bf9d1e059b151f2f72c4544` -- `RNT56/mlx-swift-lm`: `1a6a04350e731fc083bff1f1023323914607e2a8` +- `RNT56/mlx-swift`: `165bcd456aa1e6599be60bbe66cdd393c5e8438e` +- `RNT56/mlx-swift-lm`: `777e75a02b6c723e4de67f5c3e3ade88712de3ae` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -22,12 +22,12 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `368db4c158d190ed3bf9d1e059b151f2f72c4544` - - `RNT56/mlx-swift-lm`: `1a6a04350e731fc083bff1f1023323914607e2a8` + - `RNT56/mlx-swift`: `165bcd456aa1e6599be60bbe66cdd393c5e8438e` + - `RNT56/mlx-swift-lm`: `777e75a02b6c723e4de67f5c3e3ade88712de3ae` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` -- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, aligned affine value reads, active-block dispatch for reserved larger caches, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill grouped-query fused compressed decode policies, Qwen production and large-context experiment p50/p95 proof modes, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, rolling mixed-bit key offsets for Turbo3.5, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill grouped-query fused compressed decode policies, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity proof reporting, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. @@ -63,7 +63,7 @@ Most recent imported real-device smoke validation ran on `iPhone16,2` / A17 Pro | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the grouped-query fused compressed path. On Mac, the strict Qwen3.5 2B proof with `float16`, 16 query heads, 4 KV heads, query length 1, 32K production context, and Turbo8/Turbo4V2/Turbo3.5 passed 3/3 p95 production gates at a 20 tok/s floor. The latest combined p95 rates at 32K were Turbo8 `31.86 tok/s`, Turbo4V2 `32.23 tok/s`, and Turbo3.5 `34.05 tok/s`. At 64K, Turbo4V2 now clears the 20 tok/s p95 floor in focused Mac proof (`22.41 tok/s` p95, `23.85 tok/s` p50), while Turbo8 (`18.33 tok/s` p95) and Turbo3.5 (`19.17 tok/s` p95) remain experiment-only on this Mac. Turbo4V2 128K is feasible as an experiment row but not a production-speed row yet (`12.44 tok/s` p95). Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. +Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the grouped-query fused compressed path. On Mac, the strict Qwen3.5 2B proof with `float16`, 16 query heads, 4 KV heads, query length 1, 32K production context, 128K reserved compressed-cache capacity, and Turbo8/Turbo4V2/Turbo3.5 passed 3/3 p95 production gates at a 20 tok/s floor. The latest reserved-capacity p95 rates at 32K were Turbo8 `31.11 tok/s`, Turbo4V2 `33.76 tok/s`, and Turbo3.5 `31.52 tok/s`. At 64K, Turbo3.5 cleared the 20 tok/s p95 floor in this reserved-capacity Mac proof (`20.81 tok/s` p95, `22.00 tok/s` p50), while Turbo4V2 (`18.20 tok/s` p95) and Turbo8 (`19.31 tok/s` p95) remain experiment-only on this Mac. All 128K rows remain feasible as experiment rows but not production-speed rows yet (`10.70-11.59 tok/s` p95). Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. ## Fork Maintenance diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index a2b41fd..20749b2 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "368db4c158d190ed3bf9d1e059b151f2f72c4544", + "commit": "165bcd456aa1e6599be60bbe66cdd393c5e8438e", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "1a6a04350e731fc083bff1f1023323914607e2a8", + "commit": "777e75a02b6c723e4de67f5c3e3ade88712de3ae", "dirtyAtValidation": false }, "schemaSet": { @@ -244,7 +244,7 @@ "repo": "pines", "command": "bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "notes": "Pin guard passed after promoting Pines to mlx-swift 368db4c158d190ed3bf9d1e059b151f2f72c4544 and mlx-swift-lm 1a6a04350e731fc083bff1f1023323914607e2a8." + "notes": "Pin guard passed after promoting Pines to mlx-swift 165bcd456aa1e6599be60bbe66cdd393c5e8438e and mlx-swift-lm 777e75a02b6c723e4de67f5c3e3ade88712de3ae." }, { "repo": "pines", @@ -262,7 +262,7 @@ "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", "result": "passed", - "notes": "Locked Xcode package resolution checked out mlx-swift 368db4c and mlx-swift-lm 1a6a043 with no package-lock drift." + "notes": "Locked Xcode package resolution checked out mlx-swift 165bcd4 and mlx-swift-lm 777e75a with no package-lock drift." }, { "repo": "mlx-swift", @@ -278,9 +278,9 @@ }, { "repo": "mlx-swift-lm", - "command": "swift run -c release TurboQuantQwenProof --profiles qwen3.5-2b --contexts 32768 --experimental-contexts 65536 --query-lengths 1 --iterations 20 --warmup 2 --dtype float16 --schemes turbo8,turbo4v2,turbo3_5 --min-extended-tokens-per-second 20 --strict --cooldown-ms 500", + "command": "swift run -c release TurboQuantQwenProof --profiles qwen3.5-2b --schemes turbo8,turbo4v2,turbo3_5 --contexts 32768 --experimental-contexts 65536,131072 --query-lengths 1 --iterations 20 --warmup 4 --dtype float16 --min-extended-tokens-per-second 20 --reserved-capacity 131072 --strict", "result": "passed", - "notes": "Strict Mac proof passed 3/3 32K production Qwen-shaped fused cases. Latest combined p95 rates were Turbo8 31.86 tok/s, Turbo4V2 32.23 tok/s, and Turbo3.5 34.05 tok/s. Focused 64K Turbo4V2 proof now clears the 20 tok/s p95 floor at 22.41 tok/s, while Turbo8 and Turbo3.5 remain experiment-only on this Mac." + "notes": "Strict Mac proof passed 3/3 32K production Qwen-shaped fused cases with 128K reserved capacity. Reserved-capacity p95 rates at 32K were Turbo8 31.11 tok/s, Turbo4V2 33.76 tok/s, and Turbo3.5 31.52 tok/s. Turbo3.5 cleared the 64K experiment p95 floor at 20.81 tok/s; Turbo4V2 and Turbo8 remain experiment-only at 64K in this run, and all 128K rows remain below production speed." }, { "repo": "mlx-swift-lm", @@ -319,16 +319,16 @@ "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", - "mlx-swift 368db4c158d190ed3bf9d1e059b151f2f72c4544 optimizes the Mac-gated Qwen GQA fused kernel with grouped softmax reductions, aligned affine value reads, cached sign bitset words, hoisted value seeds, and active-block dispatch for reserved larger caches.", - "mlx-swift-lm 1a6a04350e731fc083bff1f1023323914607e2a8 pins the optimized grouped-query fused core.", - "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. Latest combined p95 rates were Turbo8 31.86 tok/s, Turbo4V2 32.23 tok/s, and Turbo3.5 34.05 tok/s at 32K. Focused Turbo4V2 proof reached 22.41 tok/s p95 at 64K and 12.44 tok/s p95 at 128K; Turbo8 and Turbo3.5 remain experiment-only at 64K on this Mac." + "mlx-swift 165bcd456aa1e6599be60bbe66cdd393c5e8438e optimizes the Mac-gated Qwen GQA fused kernel with four-repeat key reuse, rolling mixed-bit key offsets, aligned affine value reads, cached sign bitset words, hoisted value seeds, reduce-width tuning, active-block dispatch for reserved larger caches, and Qwen-shaped core benchmark controls.", + "mlx-swift-lm 777e75a02b6c723e4de67f5c3e3ade88712de3ae pins the optimized grouped-query fused core and adds reserved-capacity reporting to TurboQuantQwenProof.", + "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. Reserved-capacity p95 rates at 32K were Turbo8 31.11 tok/s, Turbo4V2 33.76 tok/s, and Turbo3.5 31.52 tok/s. Turbo3.5 reached 20.81 tok/s p95 at 64K; Turbo4V2 and Turbo8 remain experiment-only at 64K in this run, and all 128K rows remain below production speed." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-qwen-proof-gates-passed", - "pinnedMLXSwift": "368db4c158d190ed3bf9d1e059b151f2f72c4544", - "pinnedMLXSwiftLM": "1a6a04350e731fc083bff1f1023323914607e2a8", - "compatibilityPairID": "mlx-swift-368db4c158d190ed3bf9d1e059b151f2f72c4544+mlx-swift-lm-1a6a04350e731fc083bff1f1023323914607e2a8", + "pinnedMLXSwift": "165bcd456aa1e6599be60bbe66cdd393c5e8438e", + "pinnedMLXSwiftLM": "777e75a02b6c723e4de67f5c3e3ade88712de3ae", + "compatibilityPairID": "mlx-swift-165bcd456aa1e6599be60bbe66cdd393c5e8438e+mlx-swift-lm-777e75a02b6c723e4de67f5c3e3ade88712de3ae", "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 10e1194..2c4671d 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 368db4c158d190ed3bf9d1e059b151f2f72c4544 + revision: 165bcd456aa1e6599be60bbe66cdd393c5e8438e MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 1a6a04350e731fc083bff1f1023323914607e2a8 + revision: 777e75a02b6c723e4de67f5c3e3ade88712de3ae SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From fe470cd6389ca47f9a30785b2f66f35fe87f54a7 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Tue, 26 May 2026 23:29:37 +0200 Subject: [PATCH 49/80] Pin optimized TurboQuant tuning pair --- Pines.xcodeproj/project.pbxproj | 4 ++-- .../xcshareddata/swiftpm/Package.resolved | 4 ++-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 12 +++++----- .../compatibility-pair.json | 24 +++++++++---------- project.yml | 4 ++-- 6 files changed, 25 insertions(+), 25 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 56f1ba0..979f7f8 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 165bcd456aa1e6599be60bbe66cdd393c5e8438e; + revision = e60a719ea85c4284c2619ba0523b21956f70a0f0; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 777e75a02b6c723e4de67f5c3e3ade88712de3ae; + revision = 6ef60007409b316cefbc7760cb500f40ffb127c1; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 0f85c6a..8f92345 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "165bcd456aa1e6599be60bbe66cdd393c5e8438e" + "revision" : "e60a719ea85c4284c2619ba0523b21956f70a0f0" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "777e75a02b6c723e4de67f5c3e3ade88712de3ae" + "revision" : "6ef60007409b316cefbc7760cb500f40ffb127c1" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index af6c7c3..953eecb 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-165bcd456aa1e6599be60bbe66cdd393c5e8438e+mlx-swift-lm-777e75a02b6c723e4de67f5c3e3ade88712de3ae" + "mlx-swift-e60a719ea85c4284c2619ba0523b21956f70a0f0+mlx-swift-lm-6ef60007409b316cefbc7760cb500f40ffb127c1" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 191e1d3..233d3b6 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `165bcd456aa1e6599be60bbe66cdd393c5e8438e` -- `RNT56/mlx-swift-lm`: `777e75a02b6c723e4de67f5c3e3ade88712de3ae` +- `RNT56/mlx-swift`: `e60a719ea85c4284c2619ba0523b21956f70a0f0` +- `RNT56/mlx-swift-lm`: `6ef60007409b316cefbc7760cb500f40ffb127c1` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -22,12 +22,12 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `165bcd456aa1e6599be60bbe66cdd393c5e8438e` - - `RNT56/mlx-swift-lm`: `777e75a02b6c723e4de67f5c3e3ade88712de3ae` + - `RNT56/mlx-swift`: `e60a719ea85c4284c2619ba0523b21956f70a0f0` + - `RNT56/mlx-swift-lm`: `6ef60007409b316cefbc7760cb500f40ffb127c1` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` -- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, rolling mixed-bit key offsets for Turbo3.5, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill grouped-query fused compressed decode policies, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity proof reporting, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, rolling mixed-bit key offsets for Turbo3.5, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity and block-size proof reporting, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 20749b2..4653b7e 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "165bcd456aa1e6599be60bbe66cdd393c5e8438e", + "commit": "e60a719ea85c4284c2619ba0523b21956f70a0f0", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "777e75a02b6c723e4de67f5c3e3ade88712de3ae", + "commit": "6ef60007409b316cefbc7760cb500f40ffb127c1", "dirtyAtValidation": false }, "schemaSet": { @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-26T17:50:44Z", + "validatedAt": "2026-05-26T21:26:42Z", "validationCommands": [ { "repo": "pines", @@ -244,7 +244,7 @@ "repo": "pines", "command": "bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "notes": "Pin guard passed after promoting Pines to mlx-swift 165bcd456aa1e6599be60bbe66cdd393c5e8438e and mlx-swift-lm 777e75a02b6c723e4de67f5c3e3ade88712de3ae." + "notes": "Pin guard passed after promoting Pines to mlx-swift e60a719ea85c4284c2619ba0523b21956f70a0f0 and mlx-swift-lm 6ef60007409b316cefbc7760cb500f40ffb127c1." }, { "repo": "pines", @@ -262,7 +262,7 @@ "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", "result": "passed", - "notes": "Locked Xcode package resolution checked out mlx-swift 165bcd4 and mlx-swift-lm 777e75a with no package-lock drift." + "notes": "Locked Xcode package resolution checked out mlx-swift e60a719 and mlx-swift-lm 6ef6000 with no package-lock drift." }, { "repo": "mlx-swift", @@ -280,7 +280,7 @@ "repo": "mlx-swift-lm", "command": "swift run -c release TurboQuantQwenProof --profiles qwen3.5-2b --schemes turbo8,turbo4v2,turbo3_5 --contexts 32768 --experimental-contexts 65536,131072 --query-lengths 1 --iterations 20 --warmup 4 --dtype float16 --min-extended-tokens-per-second 20 --reserved-capacity 131072 --strict", "result": "passed", - "notes": "Strict Mac proof passed 3/3 32K production Qwen-shaped fused cases with 128K reserved capacity. Reserved-capacity p95 rates at 32K were Turbo8 31.11 tok/s, Turbo4V2 33.76 tok/s, and Turbo3.5 31.52 tok/s. Turbo3.5 cleared the 64K experiment p95 floor at 20.81 tok/s; Turbo4V2 and Turbo8 remain experiment-only at 64K in this run, and all 128K rows remain below production speed." + "notes": "Strict Mac proof passed 3/3 32K production Qwen-shaped fused cases with 128K reserved capacity. Reserved-capacity p95 rates at 32K were Turbo8 28.89 tok/s, Turbo4V2 30.84 tok/s, and Turbo3.5 31.44 tok/s. All 64K and 128K rows passed quality but remain experiment-only below the 20 tok/s p95 production floor in this run." }, { "repo": "mlx-swift-lm", @@ -319,16 +319,16 @@ "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", - "mlx-swift 165bcd456aa1e6599be60bbe66cdd393c5e8438e optimizes the Mac-gated Qwen GQA fused kernel with four-repeat key reuse, rolling mixed-bit key offsets, aligned affine value reads, cached sign bitset words, hoisted value seeds, reduce-width tuning, active-block dispatch for reserved larger caches, and Qwen-shaped core benchmark controls.", - "mlx-swift-lm 777e75a02b6c723e4de67f5c3e3ade88712de3ae pins the optimized grouped-query fused core and adds reserved-capacity reporting to TurboQuantQwenProof.", - "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. Reserved-capacity p95 rates at 32K were Turbo8 31.11 tok/s, Turbo4V2 33.76 tok/s, and Turbo3.5 31.52 tok/s. Turbo3.5 reached 20.81 tok/s p95 at 64K; Turbo4V2 and Turbo8 remain experiment-only at 64K in this run, and all 128K rows remain below production speed." + "mlx-swift e60a719ea85c4284c2619ba0523b21956f70a0f0 keeps the Mac-gated Qwen GQA fused optimizations and adds a measured block-parallel token-block tuning surface to the core attention API and benchmark reports. The forced 256-token block shape helps some 32K/64K p95 cases but remains an explicit tuning option, not the default, because it falls back at 128K.", + "mlx-swift-lm 6ef60007409b316cefbc7760cb500f40ffb127c1 pins the tunable grouped-query fused core, removes duplicate decode canonicalization/redundant steady-state compressed validation, and records block-size overrides in TurboQuantQwenProof schema v4.", + "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. Reserved-capacity p95 rates at 32K were Turbo8 28.89 tok/s, Turbo4V2 30.84 tok/s, and Turbo3.5 31.44 tok/s. All 64K and 128K rows passed quality but remain experiment-only below the 20 tok/s p95 production floor in this run." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "status": "release-green-local-qwen-proof-gates-passed", - "pinnedMLXSwift": "165bcd456aa1e6599be60bbe66cdd393c5e8438e", - "pinnedMLXSwiftLM": "777e75a02b6c723e4de67f5c3e3ade88712de3ae", - "compatibilityPairID": "mlx-swift-165bcd456aa1e6599be60bbe66cdd393c5e8438e+mlx-swift-lm-777e75a02b6c723e4de67f5c3e3ade88712de3ae", + "pinnedMLXSwift": "e60a719ea85c4284c2619ba0523b21956f70a0f0", + "pinnedMLXSwiftLM": "6ef60007409b316cefbc7760cb500f40ffb127c1", + "compatibilityPairID": "mlx-swift-e60a719ea85c4284c2619ba0523b21956f70a0f0+mlx-swift-lm-6ef60007409b316cefbc7760cb500f40ffb127c1", "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 2c4671d..bcb4af2 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 165bcd456aa1e6599be60bbe66cdd393c5e8438e + revision: e60a719ea85c4284c2619ba0523b21956f70a0f0 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 777e75a02b6c723e4de67f5c3e3ade88712de3ae + revision: 6ef60007409b316cefbc7760cb500f40ffb127c1 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 82390e4b24b77545e4292f15434428857730bc6e Mon Sep 17 00:00:00 2001 From: RNT56 Date: Wed, 27 May 2026 02:13:01 +0200 Subject: [PATCH 50/80] Pin Layout V6 TurboQuant proof pair --- Pines.xcodeproj/project.pbxproj | 4 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 16 ++-- .../compatibility-pair.json | 85 ++++++++++++++++--- project.yml | 4 +- 6 files changed, 89 insertions(+), 26 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 979f7f8..15da7d9 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = e60a719ea85c4284c2619ba0523b21956f70a0f0; + revision = 776aaf9520ae4b506781d32b674b56f8a18dc165; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 6ef60007409b316cefbc7760cb500f40ffb127c1; + revision = fbaf2df6218acf2b6a21f69ae49d28ed87a301b6; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 8f92345..e7f721d 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "e60a719ea85c4284c2619ba0523b21956f70a0f0" + "revision" : "776aaf9520ae4b506781d32b674b56f8a18dc165" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "6ef60007409b316cefbc7760cb500f40ffb127c1" + "revision" : "fbaf2df6218acf2b6a21f69ae49d28ed87a301b6" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 953eecb..2876dad 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-e60a719ea85c4284c2619ba0523b21956f70a0f0+mlx-swift-lm-6ef60007409b316cefbc7760cb500f40ffb127c1" + "mlx-swift-776aaf9520ae4b506781d32b674b56f8a18dc165+mlx-swift-lm-fbaf2df6218acf2b6a21f69ae49d28ed87a301b6" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 233d3b6..e546ad5 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,12 +4,12 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `e60a719ea85c4284c2619ba0523b21956f70a0f0` -- `RNT56/mlx-swift-lm`: `6ef60007409b316cefbc7760cb500f40ffb127c1` +- `RNT56/mlx-swift`: `776aaf9520ae4b506781d32b674b56f8a18dc165` +- `RNT56/mlx-swift-lm`: `fbaf2df6218acf2b6a21f69ae49d28ed87a301b6` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. -The pinned pair makes Layout V5 the default TurboQuant attention layout for device testing. Layout V4 remains supported for legacy and A/B comparison runs until real-device evidence decides the production promotion surface. +The pinned pair makes Layout V6 the default TurboQuant attention layout for device testing. Layout V6 uses a fixed-tail split-magnitude key layout for lower-bit Qwen precision candidates, while Layout V4 and V5 remain supported for legacy and A/B comparison runs until real-device evidence decides the production promotion surface. ## Runtime Strategy @@ -22,12 +22,12 @@ The pinned pair makes Layout V5 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `e60a719ea85c4284c2619ba0523b21956f70a0f0` - - `RNT56/mlx-swift-lm`: `6ef60007409b316cefbc7760cb500f40ffb127c1` + - `RNT56/mlx-swift`: `776aaf9520ae4b506781d32b674b56f8a18dc165` + - `RNT56/mlx-swift-lm`: `fbaf2df6218acf2b6a21f69ae49d28ed87a301b6` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` -- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, rolling mixed-bit key offsets for Turbo3.5, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity and block-size proof reporting, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, direct initial compressed-cache commits, lightweight compressed update checkpoints, compact v6 state restore/snapshot validation, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity and block-size proof reporting, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. @@ -63,7 +63,7 @@ Most recent imported real-device smoke validation ran on `iPhone16,2` / A17 Pro | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the grouped-query fused compressed path. On Mac, the strict Qwen3.5 2B proof with `float16`, 16 query heads, 4 KV heads, query length 1, 32K production context, 128K reserved compressed-cache capacity, and Turbo8/Turbo4V2/Turbo3.5 passed 3/3 p95 production gates at a 20 tok/s floor. The latest reserved-capacity p95 rates at 32K were Turbo8 `31.11 tok/s`, Turbo4V2 `33.76 tok/s`, and Turbo3.5 `31.52 tok/s`. At 64K, Turbo3.5 cleared the 20 tok/s p95 floor in this reserved-capacity Mac proof (`20.81 tok/s` p95, `22.00 tok/s` p50), while Turbo4V2 (`18.20 tok/s` p95) and Turbo8 (`19.31 tok/s` p95) remain experiment-only on this Mac. All 128K rows remain feasible as experiment rows but not production-speed rows yet (`10.70-11.59 tok/s` p95). Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. +Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the grouped-query fused compressed path. On Mac, the strict Qwen proof with `float16`, 16 query heads, 4 KV heads, query length 1, 32K production context, 128K reserved compressed-cache capacity, and Turbo8/Turbo4V2/Turbo3.5 passed 9/9 production gates across Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative profiles. The latest reserved-capacity p95 rates at 32K were Turbo8 `43.53-44.61 tok/s`, Turbo4V2 `46.97-47.41 tok/s`, and Turbo3.5 `46.87-47.31 tok/s`. At 64K, all nine rows cleared the 20 tok/s p95 floor as experiment rows (`25.25-28.01 tok/s` p95). All 128K rows ran with valid quality and online fused attention but remain below the 20 tok/s production floor on this Mac (`13.55-15.04 tok/s` p95). Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. ## Fork Maintenance diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 4653b7e..5a33cb1 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -5,18 +5,18 @@ "repo": "pines", "branch": "tq/real-device-evidence-acceptance", "commit": "branch head", - "dirtyAtValidation": false + "dirtyAtValidation": true }, "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "e60a719ea85c4284c2619ba0523b21956f70a0f0", + "commit": "776aaf9520ae4b506781d32b674b56f8a18dc165", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "6ef60007409b316cefbc7760cb500f40ffb127c1", + "commit": "fbaf2df6218acf2b6a21f69ae49d28ed87a301b6", "dirtyAtValidation": false }, "schemaSet": { @@ -31,8 +31,8 @@ "KVSnapshotManifest": 1, "SnapshotSecurityPolicy": 1, "ModelProfile": 2, - "TurboQuantLayout": 4, - "TurboQuantLayoutNext": 5, + "TurboQuantLayout": 6, + "TurboQuantLayoutNext": 6, "AdaptivePrecisionPolicy": 1, "SpeculativeDecode": 1, "PlatformFeatureGate": 1, @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-26T21:26:42Z", + "validatedAt": "2026-05-27T00:10:00Z", "validationCommands": [ { "repo": "pines", @@ -287,6 +287,66 @@ "command": "TurboQuantQwenProof --path-compare --profiles qwen3.5-2b --contexts 8192,16384,32768 --query-lengths 1 --iterations 20 --dtype float16 --schemes turbo8,turbo4v2,turbo3_5 --attention-paths two-stage,fused --min-extended-tokens-per-second 20 --cooldown-ms 500", "result": "passed", "notes": "Forced path comparison showed fused beating two-stage at p50/p95 through 32K on the local Mac proof machine for Turbo8, Turbo4V2, and Turbo3.5." + }, + { + "repo": "mlx-swift", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "Layout V6 fixed-tail split-magnitude storage, compact derived high masks, storage estimates, validation, and TurboQuant attention tests passed locally: 86 Swift Testing tests." + }, + { + "repo": "mlx-swift", + "command": "swift build --product TurboQuantBenchmark -c release", + "result": "passed", + "notes": "Release benchmark runner built after the fixed-tail layout redesign." + }, + { + "repo": "mlx-swift-lm", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "TurboQuant cache/profile/runtime tests passed locally after direct initial compressed commits, lightweight update checkpoints, compact v6 snapshot restore, and packed-fallback group-size guards: 109 Swift Testing/XCTest cases." + }, + { + "repo": "mlx-swift-lm", + "command": "swift build -c release --product TurboQuantQwenProof", + "result": "passed", + "notes": "Release Qwen proof runner built against mlx-swift 776aaf9 and mlx-swift-lm fbaf2df." + }, + { + "repo": "mlx-swift-lm", + "command": "TurboQuantQwenProof --profiles qwen3.5-2b,qwen3.6-27b,qwen3.6-35b-a3b --schemes turbo8,turbo4v2,turbo3_5 --contexts 32768 --experimental-contexts 65536,131072 --query-lengths 1 --iterations 8 --warmup 2 --strict --reserved-capacity 131072 --min-extended-tokens-per-second 20", + "result": "passed", + "notes": "Strict Mac proof passed 9/9 32K production Qwen-shaped fused cases across representative Qwen3.5/Qwen3.6 profiles. 64K experiment rows passed the 20 tok/s floor; 128K rows kept valid quality and online fused routing but remained below the 20 tok/s production floor on this Mac. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-v6-fixedtail-mac-20260527T0150Z/qwen-proof-32k-64k-128k.json." + }, + { + "repo": "pines", + "command": "bash scripts/ci/check-mlx-package-pins.sh", + "result": "passed", + "notes": "Pin guard passed for project.yml, generated Xcode package references, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge on mlx-swift 776aaf9 plus mlx-swift-lm fbaf2df." + }, + { + "repo": "pines", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "Focused Pines TurboQuant control-plane suite passed 69 Swift Testing cases on the Layout V6 compatibility pair." + }, + { + "repo": "pines", + "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", + "result": "passed", + "notes": "PinesCoreTestRunner passed on the Layout V6 compatibility pair." + }, + { + "repo": "pines", + "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", + "result": "passed", + "notes": "Locked Xcode package resolution checked out mlx-swift 776aaf9 and mlx-swift-lm fbaf2df with no package-lock drift." + }, + { + "repo": "pines", + "command": "python3 -m json.tool docs/turboquant-implementation/compatibility-pair.json && git diff --check -- project.yml Pines.xcodeproj/project.pbxproj Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved Pines/Runtime/MLXRuntimeBridge.swift docs/TURBOQUANT.md docs/turboquant-implementation/compatibility-pair.json", + "result": "passed", + "notes": "Compatibility manifest parses and edited files pass whitespace checks." } ], "signoffs": { @@ -321,14 +381,17 @@ "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", "mlx-swift e60a719ea85c4284c2619ba0523b21956f70a0f0 keeps the Mac-gated Qwen GQA fused optimizations and adds a measured block-parallel token-block tuning surface to the core attention API and benchmark reports. The forced 256-token block shape helps some 32K/64K p95 cases but remains an explicit tuning option, not the default, because it falls back at 128K.", "mlx-swift-lm 6ef60007409b316cefbc7760cb500f40ffb127c1 pins the tunable grouped-query fused core, removes duplicate decode canonicalization/redundant steady-state compressed validation, and records block-size overrides in TurboQuantQwenProof schema v4.", - "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. Reserved-capacity p95 rates at 32K were Turbo8 28.89 tok/s, Turbo4V2 30.84 tok/s, and Turbo3.5 31.44 tok/s. All 64K and 128K rows passed quality but remain experiment-only below the 20 tok/s p95 production floor in this run." + "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. Reserved-capacity p95 rates at 32K were Turbo8 28.89 tok/s, Turbo4V2 30.84 tok/s, and Turbo3.5 31.44 tok/s. All 64K and 128K rows passed quality but remain experiment-only below the 20 tok/s p95 production floor in this run.", + "mlx-swift 776aaf9520ae4b506781d32b674b56f8a18dc165 promotes Layout V6 with fixed-tail split-magnitude key storage for Turbo3.5/Turbo2.5, derived high-lane membership, compact key high/residual masks, and no variable prefix-scan in the fused attention read path.", + "mlx-swift-lm fbaf2df6218acf2b6a21f69ae49d28ed87a301b6 pins the Layout V6 core and adds direct initial compressed cache commits, lightweight compressed update checkpoints, compact v6 append/expand/snapshot restore handling, and packed-fallback guards for invalid group-size dimensions.", + "TurboQuantQwenProof strict Mac release proof passed locally for Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative shapes with fp16, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 9/9 production ok. 32K p95 rates were Turbo8 43.53-44.61 tok/s, Turbo4V2 46.97-47.41 tok/s, and Turbo3.5 46.87-47.31 tok/s. 64K experiment p95 rates were 25.25-28.01 tok/s; 128K experiment p95 rates were 13.55-15.04 tok/s." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", - "status": "release-green-local-qwen-proof-gates-passed", - "pinnedMLXSwift": "e60a719ea85c4284c2619ba0523b21956f70a0f0", - "pinnedMLXSwiftLM": "6ef60007409b316cefbc7760cb500f40ffb127c1", - "compatibilityPairID": "mlx-swift-e60a719ea85c4284c2619ba0523b21956f70a0f0+mlx-swift-lm-6ef60007409b316cefbc7760cb500f40ffb127c1", + "status": "release-green-local-qwen-proof-gates-passed-layout-v6", + "pinnedMLXSwift": "776aaf9520ae4b506781d32b674b56f8a18dc165", + "pinnedMLXSwiftLM": "fbaf2df6218acf2b6a21f69ae49d28ed87a301b6", + "compatibilityPairID": "mlx-swift-776aaf9520ae4b506781d32b674b56f8a18dc165+mlx-swift-lm-fbaf2df6218acf2b6a21f69ae49d28ed87a301b6", "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index bcb4af2..f276b66 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: e60a719ea85c4284c2619ba0523b21956f70a0f0 + revision: 776aaf9520ae4b506781d32b674b56f8a18dc165 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 6ef60007409b316cefbc7760cb500f40ffb127c1 + revision: fbaf2df6218acf2b6a21f69ae49d28ed87a301b6 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From f13093532a05aed3f6d930ab67e3f4b0119c20bb Mon Sep 17 00:00:00 2001 From: RNT56 Date: Wed, 27 May 2026 11:15:54 +0200 Subject: [PATCH 51/80] Pin fused-partial TurboQuant proof pair --- Pines.xcodeproj/project.pbxproj | 4 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 14 ++-- .../compatibility-pair.json | 82 +++++++++++++++++-- project.yml | 4 +- 6 files changed, 87 insertions(+), 23 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 15da7d9..743ff20 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 776aaf9520ae4b506781d32b674b56f8a18dc165; + revision = 425d765aa7fa2b2cf111b9c43430054d82d02d07; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = fbaf2df6218acf2b6a21f69ae49d28ed87a301b6; + revision = d1465b7e7156355acda6fd063e5a5b93f9efb903; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index e7f721d..4a05da0 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "776aaf9520ae4b506781d32b674b56f8a18dc165" + "revision" : "425d765aa7fa2b2cf111b9c43430054d82d02d07" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "fbaf2df6218acf2b6a21f69ae49d28ed87a301b6" + "revision" : "d1465b7e7156355acda6fd063e5a5b93f9efb903" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 2876dad..3458b68 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-776aaf9520ae4b506781d32b674b56f8a18dc165+mlx-swift-lm-fbaf2df6218acf2b6a21f69ae49d28ed87a301b6" + "mlx-swift-425d765aa7fa2b2cf111b9c43430054d82d02d07+mlx-swift-lm-d1465b7e7156355acda6fd063e5a5b93f9efb903" private static let shortContextPlainKVTokenThreshold = 4_096 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index e546ad5..03040f4 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: -- `RNT56/mlx-swift`: `776aaf9520ae4b506781d32b674b56f8a18dc165` -- `RNT56/mlx-swift-lm`: `fbaf2df6218acf2b6a21f69ae49d28ed87a301b6` +- `RNT56/mlx-swift`: `425d765aa7fa2b2cf111b9c43430054d82d02d07` +- `RNT56/mlx-swift-lm`: `d1465b7e7156355acda6fd063e5a5b93f9efb903` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -22,12 +22,12 @@ The pinned pair makes Layout V6 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `776aaf9520ae4b506781d32b674b56f8a18dc165` - - `RNT56/mlx-swift-lm`: `fbaf2df6218acf2b6a21f69ae49d28ed87a301b6` + - `RNT56/mlx-swift`: `425d765aa7fa2b2cf111b9c43430054d82d02d07` + - `RNT56/mlx-swift-lm`: `d1465b7e7156355acda6fd063e5a5b93f9efb903` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` -- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, direct initial compressed-cache commits, lightweight compressed update checkpoints, compact v6 state restore/snapshot validation, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity and block-size proof reporting, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, automatic block-token planning for 32K/64K/128K/256K decode, fp16/bf16 block-partial value storage with float32 stats/reduce accumulation, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, direct initial compressed-cache commits, lightweight compressed update checkpoints, compact v6 state restore/snapshot validation, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity proof reporting, schema-v5 recommended/effective block-token proof reporting, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. @@ -63,7 +63,7 @@ Most recent imported real-device smoke validation ran on `iPhone16,2` / A17 Pro | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the grouped-query fused compressed path. On Mac, the strict Qwen proof with `float16`, 16 query heads, 4 KV heads, query length 1, 32K production context, 128K reserved compressed-cache capacity, and Turbo8/Turbo4V2/Turbo3.5 passed 9/9 production gates across Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative profiles. The latest reserved-capacity p95 rates at 32K were Turbo8 `43.53-44.61 tok/s`, Turbo4V2 `46.97-47.41 tok/s`, and Turbo3.5 `46.87-47.31 tok/s`. At 64K, all nine rows cleared the 20 tok/s p95 floor as experiment rows (`25.25-28.01 tok/s` p95). All 128K rows ran with valid quality and online fused attention but remain below the 20 tok/s production floor on this Mac (`13.55-15.04 tok/s` p95). Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. +Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the grouped-query fused compressed path. On Mac, the strict Qwen proof with `float16`, 16 query heads, 4 KV heads, query length 1, 32K production context, 128K reserved compressed-cache capacity, automatic 512-token block planning, and Turbo8/Turbo4V2/Turbo3.5 passed 9/9 production gates across Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative profiles. The latest reserved-capacity p95 rates at 32K were Turbo8 `44.43-44.64 tok/s`, Turbo4V2 `46.63-47.32 tok/s`, and Turbo3.5 `46.98-47.28 tok/s`. At 64K, all nine rows cleared the 20 tok/s p95 floor as experiment rows (`25.38-27.80 tok/s` p95). All 128K rows ran with valid quality and online fused attention but remain below the 20 tok/s production floor on this Mac (`13.61-15.07 tok/s` p95). Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. ## Fork Maintenance diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 5a33cb1..4d0ed34 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "776aaf9520ae4b506781d32b674b56f8a18dc165", + "commit": "425d765aa7fa2b2cf111b9c43430054d82d02d07", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "fbaf2df6218acf2b6a21f69ae49d28ed87a301b6", + "commit": "d1465b7e7156355acda6fd063e5a5b93f9efb903", "dirtyAtValidation": false }, "schemaSet": { @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-27T00:10:00Z", + "validatedAt": "2026-05-27T09:12:00Z", "validationCommands": [ { "repo": "pines", @@ -347,6 +347,66 @@ "command": "python3 -m json.tool docs/turboquant-implementation/compatibility-pair.json && git diff --check -- project.yml Pines.xcodeproj/project.pbxproj Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved Pines/Runtime/MLXRuntimeBridge.swift docs/TURBOQUANT.md docs/turboquant-implementation/compatibility-pair.json", "result": "passed", "notes": "Compatibility manifest parses and edited files pass whitespace checks." + }, + { + "repo": "mlx-swift", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "Focused TurboQuant suite passed 87 XCTest cases after automatic block-token planning and fp16/bf16 block-partial value storage." + }, + { + "repo": "mlx-swift", + "command": "swift build --product TurboQuantBenchmark -c release", + "result": "passed", + "notes": "Release benchmark runner built after fused-partial block-planning changes." + }, + { + "repo": "mlx-swift", + "command": "TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 65536,131072 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1 --preset turbo8,turbo4v2,turbo3_5", + "result": "passed", + "notes": "Mac core sweep kept online fused routing and quality-compatible execution. 64K p95 was Turbo8 25.39, Turbo4V2 27.78, Turbo3.5 28.05 tok/s; 128K p95 was Turbo8 13.77, Turbo4V2 15.00, Turbo3.5 14.93 tok/s. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-fused-partials-mac-20260527T085819Z." + }, + { + "repo": "mlx-swift-lm", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "TurboQuant cache/profile/runtime tests passed locally against mlx-swift 425d765: 109 Swift Testing/XCTest cases." + }, + { + "repo": "mlx-swift-lm", + "command": "swift build -c release --product TurboQuantQwenProof", + "result": "passed", + "notes": "Release Qwen proof runner built against mlx-swift 425d765 and mlx-swift-lm d1465b7." + }, + { + "repo": "mlx-swift-lm", + "command": "TurboQuantQwenProof --profiles qwen3.5-2b,qwen3.6-27b,qwen3.6-35b-a3b --schemes turbo8,turbo4v2,turbo3_5 --contexts 32768 --experimental-contexts 65536,131072 --query-lengths 1 --iterations 8 --warmup 2 --strict --reserved-capacity 131072 --min-extended-tokens-per-second 20", + "result": "passed", + "notes": "Schema-v5 strict Mac proof passed 9/9 32K production rows with automatic 512-token block planning. 64K experiment rows passed the 20 tok/s p95 floor; 128K rows kept valid quality and online fused routing but remained below the 20 tok/s production floor. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-fused-partials-mac-20260527T085819Z/qwen-proof-32k-64k-128k.json." + }, + { + "repo": "pines", + "command": "bash scripts/ci/check-mlx-package-pins.sh", + "result": "passed", + "notes": "Pin guard passed for project.yml, generated Xcode package references, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge on mlx-swift 425d765 plus mlx-swift-lm d1465b7." + }, + { + "repo": "pines", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "Focused Pines TurboQuant control-plane suite passed 69 Swift Testing cases on the fused-partial compatibility pair." + }, + { + "repo": "pines", + "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", + "result": "passed", + "notes": "PinesCoreTestRunner passed on the fused-partial compatibility pair." + }, + { + "repo": "pines", + "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", + "result": "passed", + "notes": "Locked Xcode package resolution checked out mlx-swift 425d765 and mlx-swift-lm d1465b7 with no package-lock drift." } ], "signoffs": { @@ -384,14 +444,18 @@ "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. Reserved-capacity p95 rates at 32K were Turbo8 28.89 tok/s, Turbo4V2 30.84 tok/s, and Turbo3.5 31.44 tok/s. All 64K and 128K rows passed quality but remain experiment-only below the 20 tok/s p95 production floor in this run.", "mlx-swift 776aaf9520ae4b506781d32b674b56f8a18dc165 promotes Layout V6 with fixed-tail split-magnitude key storage for Turbo3.5/Turbo2.5, derived high-lane membership, compact key high/residual masks, and no variable prefix-scan in the fused attention read path.", "mlx-swift-lm fbaf2df6218acf2b6a21f69ae49d28ed87a301b6 pins the Layout V6 core and adds direct initial compressed cache commits, lightweight compressed update checkpoints, compact v6 append/expand/snapshot restore handling, and packed-fallback guards for invalid group-size dimensions.", - "TurboQuantQwenProof strict Mac release proof passed locally for Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative shapes with fp16, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 9/9 production ok. 32K p95 rates were Turbo8 43.53-44.61 tok/s, Turbo4V2 46.97-47.41 tok/s, and Turbo3.5 46.87-47.31 tok/s. 64K experiment p95 rates were 25.25-28.01 tok/s; 128K experiment p95 rates were 13.55-15.04 tok/s." + "TurboQuantQwenProof strict Mac release proof passed locally for Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative shapes with fp16, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 9/9 production ok. 32K p95 rates were Turbo8 43.53-44.61 tok/s, Turbo4V2 46.97-47.41 tok/s, and Turbo3.5 46.87-47.31 tok/s. 64K experiment p95 rates were 25.25-28.01 tok/s; 128K experiment p95 rates were 13.55-15.04 tok/s.", + "mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 adds automatic block-parallel token planning and stores block-parallel fused value partials in fp16/bf16 for non-float32 decode while preserving float32 stats and final reduction accumulation.", + "mlx-swift-lm d1465b7e7156355acda6fd063e5a5b93f9efb903 pins the fused-partial core and promotes TurboQuantQwenProof schema v5 with recommended/effective block-token planning metadata.", + "TurboQuantQwenProof strict Mac release proof passed locally for Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative shapes with fp16, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, automatic 512-token block planning, and Turbo8/Turbo4V2/Turbo3.5: 9/9 production ok. 32K p95 rates were Turbo8 44.43-44.64 tok/s, Turbo4V2 46.63-47.32 tok/s, and Turbo3.5 46.98-47.28 tok/s. 64K experiment p95 rates were 25.38-27.80 tok/s; 128K experiment p95 rates were 13.61-15.07 tok/s.", + "Pines pins the fused-partial compatibility pair mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 plus mlx-swift-lm d1465b7e7156355acda6fd063e5a5b93f9efb903 after local pin guard, focused TurboQuant tests, core runner, and locked Xcode package resolution passed." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", - "status": "release-green-local-qwen-proof-gates-passed-layout-v6", - "pinnedMLXSwift": "776aaf9520ae4b506781d32b674b56f8a18dc165", - "pinnedMLXSwiftLM": "fbaf2df6218acf2b6a21f69ae49d28ed87a301b6", - "compatibilityPairID": "mlx-swift-776aaf9520ae4b506781d32b674b56f8a18dc165+mlx-swift-lm-fbaf2df6218acf2b6a21f69ae49d28ed87a301b6", - "releaseGate": "closed for local Qwen proof and focused compatibility gates; real-device profile evidence is still required before Verified or Certified model/device/mode claims" + "status": "release-green-local-qwen-proof-gates-passed-layout-v6-fused-partials", + "pinnedMLXSwift": "425d765aa7fa2b2cf111b9c43430054d82d02d07", + "pinnedMLXSwiftLM": "d1465b7e7156355acda6fd063e5a5b93f9efb903", + "compatibilityPairID": "mlx-swift-425d765aa7fa2b2cf111b9c43430054d82d02d07+mlx-swift-lm-d1465b7e7156355acda6fd063e5a5b93f9efb903", + "releaseGate": "closed for local Qwen proof and focused compatibility gates; 128K remains experiment-only below the 20 tok/s p95 production floor on this Mac; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index f276b66..1cbae9d 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 776aaf9520ae4b506781d32b674b56f8a18dc165 + revision: 425d765aa7fa2b2cf111b9c43430054d82d02d07 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: fbaf2df6218acf2b6a21f69ae49d28ed87a301b6 + revision: d1465b7e7156355acda6fd063e5a5b93f9efb903 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From bac0428c7106e739c2ad21d3ad1f9b5a3cd13715 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Wed, 27 May 2026 11:56:08 +0200 Subject: [PATCH 52/80] Pin adaptive raw-first TurboQuant routing --- Pines.xcodeproj/project.pbxproj | 2 +- .../xcshareddata/swiftpm/Package.resolved | 2 +- Pines/Runtime/MLXRuntimeBridge.swift | 32 ++++----- docs/TURBOQUANT.md | 10 +-- .../compatibility-pair.json | 65 +++++++++++++++++-- project.yml | 2 +- 6 files changed, 82 insertions(+), 31 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 743ff20..77a44ab 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = d1465b7e7156355acda6fd063e5a5b93f9efb903; + revision = 6335ec8a2e25cff94c93992cb921d7a0345b4a22; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 4a05da0..cb5f66a 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "d1465b7e7156355acda6fd063e5a5b93f9efb903" + "revision" : "6335ec8a2e25cff94c93992cb921d7a0345b4a22" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 3458b68..3633113 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,8 +423,8 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-425d765aa7fa2b2cf111b9c43430054d82d02d07+mlx-swift-lm-d1465b7e7156355acda6fd063e5a5b93f9efb903" - private static let shortContextPlainKVTokenThreshold = 4_096 + "mlx-swift-425d765aa7fa2b2cf111b9c43430054d82d02d07+mlx-swift-lm-6335ec8a2e25cff94c93992cb921d7a0345b4a22" + private static let shortContextPlainKVTokenThreshold = 16_384 private static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" static var turboQuantLayoutVersion: Int { @@ -569,31 +569,23 @@ struct MLXRuntimeBridge: Sendable { } var profile = baseProfile - profile.name = "\(baseProfile.name) Short Context Plain KV" + profile.name = "\(baseProfile.name) Adaptive Raw-First KV" profile.promptCacheIdentifier = [ baseProfile.promptCacheIdentifier, - "plain-short-context-v1", + "adaptive-raw-first-v1", ] .compactMap { $0 } .joined(separator: "|") - profile.quantization.algorithm = .none - profile.quantization.kvCacheStrategy = .none profile.quantization.kvBits = nil + profile.quantization.quantizedKVStart = shortContextPlainKVTokenThreshold profile.quantization.maxKVSize = min( baseProfile.quantization.maxKVSize ?? shortContextPlainKVTokenThreshold, shortContextPlainKVTokenThreshold ) - profile.quantization.preset = nil - profile.quantization.requestedBackend = nil - profile.quantization.activeBackend = nil - profile.quantization.activeAttentionPath = nil - profile.quantization.rawFallbackAllocated = nil - profile.quantization.turboQuantValueBits = nil - profile.quantization.turboQuantAdmission = nil profile.quantization.activeFallbackReason = - "Plain KV selected for short local request (\(requestTokens) tokens <= \(shortContextPlainKVTokenThreshold)); TurboQuant remains reserved for extended context." + "Adaptive raw-first routing selected for short local request (\(requestTokens) tokens <= \(shortContextPlainKVTokenThreshold)); MLX uses raw SDPA when admitted and compressed TurboQuant if raw KV does not fit." profile.quantization.turboQuantProfileDiagnostics.append( - "Short-context router selected plain KV because request_tokens=\(requestTokens) <= \(shortContextPlainKVTokenThreshold)." + "Short-context router selected adaptive raw-first TurboQuant because request_tokens=\(requestTokens) <= \(shortContextPlainKVTokenThreshold)." ) return profile } @@ -4338,6 +4330,13 @@ private actor MLXRuntimeState { let resolvedRepetitionPenalty = request.sampling.repetitionPenalty ?? Self.localTurboQuantDefaultRepetitionPenalty(for: install, profile: profile) + let resolvedMLXKVCacheStrategy = + if profile.quantization.kvCacheStrategy == .turboQuant, + ProcessInfo.processInfo.environment[forceTurboQuantShortContextEnvironmentKey] != "1" { + MLXLMCommon.KVCacheStrategy.adaptiveTurboQuant + } else { + Self.mlxKVCacheStrategy(from: profile.quantization.kvCacheStrategy) + } return GenerateParameters( maxTokens: maxTokensOverride ?? request.sampling.maxTokens, @@ -4345,7 +4344,7 @@ private actor MLXRuntimeState { kvBits: profile.quantization.kvCacheStrategy == .turboQuant ? nil : profile.quantization.kvBits, kvGroupSize: profile.quantization.kvGroupSize, quantizedKVStart: profile.quantization.quantizedKVStart, - kvCacheStrategy: Self.mlxKVCacheStrategy(from: profile.quantization.kvCacheStrategy), + kvCacheStrategy: resolvedMLXKVCacheStrategy, turboQuantPreset: Self.mlxTurboQuantPreset(from: profile.quantization.preset), turboQuantBackend: Self.mlxTurboQuantBackend(from: profile.quantization.requestedBackend), turboQuantOptimizationPolicy: Self.mlxTurboQuantOptimizationPolicy( @@ -4358,6 +4357,7 @@ private actor MLXRuntimeState { turboQuantPerCacheResidentBudgetBytes: turboQuantPerCacheResidentBudgetBytes(), turboQuantAdmissionProfile: turboQuantAdmissionProfile, turboQuantRequestedContextLength: turboQuantRequestedContextLength, + turboQuantRawSDPAThreshold: Self.shortContextPlainKVTokenThreshold, turboQuantPromptTokenCount: promptTokenCount, turboQuantUserMode: turboQuantUserMode( from: turboQuantAdmissionPlan?.selectedMode diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 03040f4..7b7bb33 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -5,7 +5,7 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: - `RNT56/mlx-swift`: `425d765aa7fa2b2cf111b9c43430054d82d02d07` -- `RNT56/mlx-swift-lm`: `d1465b7e7156355acda6fd063e5a5b93f9efb903` +- `RNT56/mlx-swift-lm`: `6335ec8a2e25cff94c93992cb921d7a0345b4a22` This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -13,7 +13,7 @@ The pinned pair makes Layout V6 the default TurboQuant attention layout for devi ## Runtime Strategy -- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Qwen3.5/Qwen3.6 production profiles use `turbo8` with exact initial prefill and block-parallel fused compressed decode for 8K/16K/32K extended contexts. Lower-bit `turbo4v2` and `turbo3_5` Qwen candidates remain guarded for product certification but now route through the same fused proof path; `turbo4v2` is 4-bit keys/4-bit values, while `turbo3_5` is mixed 3/4-bit keys with 4-bit values. Gemma and Llama quality-sensitive profiles still use `turbo8` with exact initial prefill and raw-free compressed decode. +- Pine runtime profiles request `QuantizationAlgorithm.turboQuant` and use the bundled `mlx-swift-lm` TurboQuant profile registry where possible. Qwen3.5/Qwen3.6 production profiles use adaptive raw-first TurboQuant routing: raw MLX SDPA remains the short-context path when admitted, while compressed TurboQuant is selected when raw KV does not fit or when context extends past the 16K raw window. Lower-bit `turbo4v2` and `turbo3_5` Qwen candidates remain guarded for product certification but now route through the same fused proof path; `turbo4v2` is 4-bit keys/4-bit values, while `turbo3_5` is mixed 3/4-bit keys with 4-bit values. Gemma and Llama quality-sensitive profiles still use `turbo8` with exact initial prefill and raw-free compressed decode. - The app runs a local control plane before generation: it computes an admission plan, memory zones, a mode-specific fallback contract, selected context length, and a user-facing downgrade/rejection reason before creating the MLX cache. - Every local run can attach a TurboQuant RunDecision with admission, context plan, active attention path, fallback state, cache lifecycle, measured compressed bytes, calibration sample, speculative telemetry when present, and explicit no-cloud-fallback metadata. - Runtime profiles are adapted from `hw.machine`, memory, thermal state, Low Power Mode, Metal architecture, MLX working-set size, and the MLX TurboQuant self-test. Device names are diagnostic hints; verified MLX capabilities decide whether compressed Metal attention is active. @@ -23,11 +23,11 @@ The pinned pair makes Layout V6 the default TurboQuant attention layout for devi - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - `RNT56/mlx-swift`: `425d765aa7fa2b2cf111b9c43430054d82d02d07` - - `RNT56/mlx-swift-lm`: `d1465b7e7156355acda6fd063e5a5b93f9efb903` + - `RNT56/mlx-swift-lm`: `6335ec8a2e25cff94c93992cb921d7a0345b4a22` - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, automatic block-token planning for 32K/64K/128K/256K decode, fp16/bf16 block-partial value storage with float32 stats/reduce accumulation, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, direct initial compressed-cache commits, lightweight compressed update checkpoints, compact v6 state restore/snapshot validation, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 exact-prefill grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity proof reporting, schema-v5 recommended/effective block-token proof reporting, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `KVCacheStrategy.adaptiveTurboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, direct initial compressed-cache commits, lightweight compressed update checkpoints, compact v6 state restore/snapshot validation, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 adaptive raw-first grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity proof reporting, schema-v6 production-route/recommended/effective block-token proof reporting, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, raw SDPA threshold, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. @@ -63,7 +63,7 @@ Most recent imported real-device smoke validation ran on `iPhone16,2` / A17 Pro | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: the exact raw-shadow baseline preserved correctness but caused unacceptable throughput. The active LM pin keeps exact initial prefill for Qwen3.5/Qwen3.6 and routes decode through the grouped-query fused compressed path. On Mac, the strict Qwen proof with `float16`, 16 query heads, 4 KV heads, query length 1, 32K production context, 128K reserved compressed-cache capacity, automatic 512-token block planning, and Turbo8/Turbo4V2/Turbo3.5 passed 9/9 production gates across Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative profiles. The latest reserved-capacity p95 rates at 32K were Turbo8 `44.43-44.64 tok/s`, Turbo4V2 `46.63-47.32 tok/s`, and Turbo3.5 `46.98-47.28 tok/s`. At 64K, all nine rows cleared the 20 tok/s p95 floor as experiment rows (`25.38-27.80 tok/s` p95). All 128K rows ran with valid quality and online fused attention but remain below the 20 tok/s production floor on this Mac (`13.61-15.07 tok/s` p95). Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. +Current conclusion: short-context parity is now handled by adaptive routing rather than by forcing compressed attention to beat raw SDPA. On Mac, schema-v6 Qwen proof with `float16`, 16 query heads, 4 KV heads, query length 1, automatic 512-token block planning, 64K reserved compressed-cache capacity, and Turbo8/Turbo4V2/Turbo3.5 passed 18/18 production gates across Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative profiles. Production 8K and 16K rows used `rawSDPA`: 8K p95 was `529.65-1280.31 tok/s`, and 16K p95 was `393.55-963.43 tok/s`. Extended 32K rows used `turboQuantCompressed` and cleared the 20 tok/s floor (`29.90-43.20 tok/s` p95). At 64K, Turbo4V2 and Turbo3.5 cleared the floor (`24.96-26.55 tok/s` p95), while Turbo8 remained just below it (`18.30-19.43 tok/s` p95) and stays experiment-only on this Mac. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. ## Fork Maintenance diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 4d0ed34..ee8a412 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -16,7 +16,7 @@ "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "d1465b7e7156355acda6fd063e5a5b93f9efb903", + "commit": "6335ec8a2e25cff94c93992cb921d7a0345b4a22", "dirtyAtValidation": false }, "schemaSet": { @@ -40,7 +40,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-27T09:12:00Z", + "validatedAt": "2026-05-27T09:55:00Z", "validationCommands": [ { "repo": "pines", @@ -407,6 +407,54 @@ "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", "result": "passed", "notes": "Locked Xcode package resolution checked out mlx-swift 425d765 and mlx-swift-lm d1465b7 with no package-lock drift." + }, + { + "repo": "mlx-swift-lm", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "TurboQuant cache/profile/runtime tests passed locally after adaptive raw-first routing: 115 Swift Testing/XCTest cases." + }, + { + "repo": "mlx-swift-lm", + "command": "swift build -c release --product TurboQuantQwenProof", + "result": "passed", + "notes": "Release Qwen proof runner built against mlx-swift 425d765 and mlx-swift-lm 6335ec8." + }, + { + "repo": "mlx-swift-lm", + "command": "TurboQuantQwenProof --profiles qwen3.5-2b,qwen3.6-27b,qwen3.6-35b-a3b --schemes turbo8,turbo4v2,turbo3_5 --contexts 8192,16384 --experimental-contexts 32768,65536 --query-lengths 1 --iterations 12 --warmup 3 --strict --plain-route-threshold 16384 --reserved-capacity 65536 --min-extended-tokens-per-second 20", + "result": "passed", + "notes": "Schema-v6 strict Mac proof passed 18/18 8K/16K production rows with rawSDPA production routing. Production p95: 8K 529.65-1280.31 tok/s, 16K 393.55-963.43 tok/s. 32K TurboQuant compressed experiment rows passed at 29.90-43.20 tok/s p95. 64K Turbo4V2/Turbo3.5 passed at 24.96-26.55 tok/s p95, while 64K Turbo8 stayed experiment-only at 18.30-19.43 tok/s p95. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-adaptive-route-mac-20260527T094606Z/qwen-proof-adaptive-8k-16k-32k-64k.json." + }, + { + "repo": "pines", + "command": "bash scripts/ci/check-mlx-package-pins.sh", + "result": "passed", + "notes": "Pin guard passed after updating project.yml, generated Xcode project, Xcode Package.resolved, docs, compatibility-pair.json, and MLXRuntimeBridge to mlx-swift-lm 6335ec8." + }, + { + "repo": "pines", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "Focused Pines TurboQuant control-plane suite passed 69 Swift Testing cases on the adaptive raw-first compatibility pair." + }, + { + "repo": "pines", + "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", + "result": "passed", + "notes": "PinesCoreTestRunner passed on the adaptive raw-first compatibility pair." + }, + { + "repo": "pines", + "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", + "result": "passed", + "notes": "Locked Xcode package resolution checked out mlx-swift 425d765 and mlx-swift-lm 6335ec8 with no package-lock drift." + }, + { + "repo": "pines", + "command": "python3 -m json.tool docs/turboquant-implementation/compatibility-pair.json && git diff --check", + "result": "passed", + "notes": "Compatibility manifest JSON parsed and staged TurboQuant pin/docs/runtime diffs passed whitespace checks." } ], "signoffs": { @@ -448,14 +496,17 @@ "mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 adds automatic block-parallel token planning and stores block-parallel fused value partials in fp16/bf16 for non-float32 decode while preserving float32 stats and final reduction accumulation.", "mlx-swift-lm d1465b7e7156355acda6fd063e5a5b93f9efb903 pins the fused-partial core and promotes TurboQuantQwenProof schema v5 with recommended/effective block-token planning metadata.", "TurboQuantQwenProof strict Mac release proof passed locally for Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative shapes with fp16, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, automatic 512-token block planning, and Turbo8/Turbo4V2/Turbo3.5: 9/9 production ok. 32K p95 rates were Turbo8 44.43-44.64 tok/s, Turbo4V2 46.63-47.32 tok/s, and Turbo3.5 46.98-47.28 tok/s. 64K experiment p95 rates were 25.38-27.80 tok/s; 128K experiment p95 rates were 13.61-15.07 tok/s.", - "Pines pins the fused-partial compatibility pair mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 plus mlx-swift-lm d1465b7e7156355acda6fd063e5a5b93f9efb903 after local pin guard, focused TurboQuant tests, core runner, and locked Xcode package resolution passed." + "Pines pins the fused-partial compatibility pair mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 plus mlx-swift-lm d1465b7e7156355acda6fd063e5a5b93f9efb903 after local pin guard, focused TurboQuant tests, core runner, and locked Xcode package resolution passed.", + "mlx-swift-lm 6335ec8a2e25cff94c93992cb921d7a0345b4a22 adds KVCacheStrategy.adaptiveTurboQuant, raw SDPA memory admission, 16K raw-first Qwen routing, compressed fallback when raw does not fit, and TurboQuantQwenProof schema v6 production-route reporting.", + "Schema-v6 adaptive Qwen proof reports 8K/16K production routes as rawSDPA with plainRawSDPA throughput, and 32K/64K routes as turboQuantCompressed with fused compressed throughput.", + "Pines pins the adaptive raw-first compatibility pair mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 plus mlx-swift-lm 6335ec8a2e25cff94c93992cb921d7a0345b4a22; short local TurboQuant requests now preserve TurboQuant admission instead of disabling it, so MLX can choose compressed TurboQuant when raw SDPA is not admitted." ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", - "status": "release-green-local-qwen-proof-gates-passed-layout-v6-fused-partials", + "status": "release-green-local-qwen-adaptive-route-gates-passed-layout-v6", "pinnedMLXSwift": "425d765aa7fa2b2cf111b9c43430054d82d02d07", - "pinnedMLXSwiftLM": "d1465b7e7156355acda6fd063e5a5b93f9efb903", - "compatibilityPairID": "mlx-swift-425d765aa7fa2b2cf111b9c43430054d82d02d07+mlx-swift-lm-d1465b7e7156355acda6fd063e5a5b93f9efb903", - "releaseGate": "closed for local Qwen proof and focused compatibility gates; 128K remains experiment-only below the 20 tok/s p95 production floor on this Mac; real-device profile evidence is still required before Verified or Certified model/device/mode claims" + "pinnedMLXSwiftLM": "6335ec8a2e25cff94c93992cb921d7a0345b4a22", + "compatibilityPairID": "mlx-swift-425d765aa7fa2b2cf111b9c43430054d82d02d07+mlx-swift-lm-6335ec8a2e25cff94c93992cb921d7a0345b4a22", + "releaseGate": "closed for local adaptive Qwen proof and focused compatibility gates; 64K Turbo8 remains experiment-only below the 20 tok/s p95 production floor on this Mac; real-device profile evidence is still required before Verified or Certified model/device/mode claims" } } diff --git a/project.yml b/project.yml index 1cbae9d..7a9893c 100644 --- a/project.yml +++ b/project.yml @@ -13,7 +13,7 @@ packages: revision: 425d765aa7fa2b2cf111b9c43430054d82d02d07 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: d1465b7e7156355acda6fd063e5a5b93f9efb903 + revision: 6335ec8a2e25cff94c93992cb921d7a0345b4a22 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 7d12e33c822f22ecd67b60c91265332a2d6a9279 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sat, 30 May 2026 09:43:21 +0200 Subject: [PATCH 53/80] =?UTF-8?q?Dynamic=20FP16=E2=86=94TurboQuant=20KV=20?= =?UTF-8?q?decision=20+=20bump=20mlx=20pins?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Use plain FP16 KV (faster, higher quality) whenever its uncompressed cache fits the live memory budget; fall to TurboQuant only to reach contexts that otherwise would not fit RAM — replacing the static min(ctx, 8192) plain-KV cap with a memory-feasibility decision. - MLXRuntimeBridge.kvCacheAdmission honors admission.recommendsPlainKVCache: returns plain FP16 at full admitted length (no 8K cap); conversion carries the flag through coreTurboQuantAdmission. - LocalRuntimeAdmissionService.admit: FP16-first ladder (fp16KVBytesPerToken; FP16-full → [.fastest: shorter FP16] → TurboQuant) + recommendsPlainKVCache on the PinesCore type. +7 ladder tests (206 PinesCoreTests pass). - Bump mlx-swift (aa4a071: cooperative coalesced QK decode, opt-in) and mlx-swift-lm (002ec99: recommendsPlainKVCache planner) pins. Co-Authored-By: Claude Opus 4.8 --- Pines.xcodeproj/project.pbxproj | 4 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- Pines/Runtime/MLXRuntimeBridge.swift | 28 ++++- .../Inference/LocalRuntimeAdmission.swift | 101 ++++++++++++--- .../PinesCore/Inference/RuntimeTypes.swift | 10 +- .../TurboQuantKVStrategyLadderTests.swift | 119 ++++++++++++++++++ 6 files changed, 241 insertions(+), 25 deletions(-) create mode 100644 Tests/PinesCoreTests/TurboQuantKVStrategyLadderTests.swift diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 77a44ab..d983fae 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1441,7 +1441,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 425d765aa7fa2b2cf111b9c43430054d82d02d07; + revision = aa4a07156913d1738555a39064bc9728dde56266; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 6335ec8a2e25cff94c93992cb921d7a0345b4a22; + revision = 002ec996fe32d79d48ed546770346296d970a3e4; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index cb5f66a..122b179 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "425d765aa7fa2b2cf111b9c43430054d82d02d07" + "revision" : "aa4a07156913d1738555a39064bc9728dde56266" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "6335ec8a2e25cff94c93992cb921d7a0345b4a22" + "revision" : "002ec996fe32d79d48ed546770346296d970a3e4" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 3633113..4916be7 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -424,8 +424,8 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = "mlx-swift-425d765aa7fa2b2cf111b9c43430054d82d02d07+mlx-swift-lm-6335ec8a2e25cff94c93992cb921d7a0345b4a22" - private static let shortContextPlainKVTokenThreshold = 16_384 - private static let forceTurboQuantShortContextEnvironmentKey = + fileprivate static let shortContextPlainKVTokenThreshold = 16_384 + fileprivate static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" static var turboQuantLayoutVersion: Int { #if canImport(MLX) @@ -1276,6 +1276,21 @@ struct MLXRuntimeBridge: Sendable { ) } + // Memory-driven FP16↔TurboQuant: when the admission planner determined the requested + // context fits an uncompressed FP16 KV cache, run plain SDPA (faster + higher quality) at + // the FULL admitted length — replacing the legacy static 8K plain-KV cap with a real + // budget decision. TurboQuant remains for the contexts that would otherwise not fit RAM. + if productAdmission.recommendsPlainKVCache { + diagnostics.append("Plain FP16 KV admitted (fits memory budget) — faster than compressed") + return KVCacheAdmission( + useTurboQuant: false, + maxKVSize: productAdmission.admittedContextLength, + reason: productAdmission.userMessage, + diagnostics: diagnostics, + admission: productAdmission + ) + } + let smallDenseOrHybridModel = (install.resolvedParameterCount ?? Int64.max) <= 2_500_000_000 if backend.metalAttentionAvailable == false, smallDenseOrHybridModel { @@ -1970,7 +1985,8 @@ struct MLXRuntimeBridge: Sendable { rejectedPaths: admission.rejectedPaths.map { PinesCore.RejectedPath(path: $0.path, reason: $0.reason) }, - userMessage: admission.userMessage + userMessage: admission.userMessage, + recommendsPlainKVCache: admission.recommendsPlainKVCache ) } @@ -2261,6 +2277,8 @@ struct MLXRuntimeBridge: Sendable { .wideA18A19 case .sustainedA19Pro: .sustainedA19Pro + case .macAppleSilicon: + .macAppleSilicon case .mlxPackedFallback: .mlxPackedFallback } @@ -4332,7 +4350,7 @@ private actor MLXRuntimeState { ?? Self.localTurboQuantDefaultRepetitionPenalty(for: install, profile: profile) let resolvedMLXKVCacheStrategy = if profile.quantization.kvCacheStrategy == .turboQuant, - ProcessInfo.processInfo.environment[forceTurboQuantShortContextEnvironmentKey] != "1" { + ProcessInfo.processInfo.environment[MLXRuntimeBridge.forceTurboQuantShortContextEnvironmentKey] != "1" { MLXLMCommon.KVCacheStrategy.adaptiveTurboQuant } else { Self.mlxKVCacheStrategy(from: profile.quantization.kvCacheStrategy) @@ -4357,7 +4375,7 @@ private actor MLXRuntimeState { turboQuantPerCacheResidentBudgetBytes: turboQuantPerCacheResidentBudgetBytes(), turboQuantAdmissionProfile: turboQuantAdmissionProfile, turboQuantRequestedContextLength: turboQuantRequestedContextLength, - turboQuantRawSDPAThreshold: Self.shortContextPlainKVTokenThreshold, + turboQuantRawSDPAThreshold: MLXRuntimeBridge.shortContextPlainKVTokenThreshold, turboQuantPromptTokenCount: promptTokenCount, turboQuantUserMode: turboQuantUserMode( from: turboQuantAdmissionPlan?.selectedMode diff --git a/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift b/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift index f5279d1..9a471ad 100644 --- a/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift +++ b/Sources/PinesCore/Inference/LocalRuntimeAdmission.swift @@ -20,6 +20,10 @@ public struct LocalRuntimeAdmissionRequest: Hashable, Codable, Sendable { public var calibration: RuntimeMemoryCalibration? public var estimatedModelWeightsBytes: Int64? public var compressedKVBytesPerToken: Int64 + /// Per-token KV bytes if the cache were kept in plain FP16 (summed across all layers). + /// When > 0, admission tries FP16 first and only falls to TurboQuant if the FP16 cache + /// would not fit the live memory budget. 0 means "FP16 cost unknown" → FP16 is skipped. + public var fp16KVBytesPerToken: Int64 public var rawShadowBytes: Int64 public var packedFallbackBytesPerToken: Int64 public var decodedFallbackScratchBytes: Int64 @@ -49,6 +53,7 @@ public struct LocalRuntimeAdmissionRequest: Hashable, Codable, Sendable { calibration: RuntimeMemoryCalibration? = nil, estimatedModelWeightsBytes: Int64? = nil, compressedKVBytesPerToken: Int64, + fp16KVBytesPerToken: Int64 = 0, rawShadowBytes: Int64 = 0, packedFallbackBytesPerToken: Int64 = 0, decodedFallbackScratchBytes: Int64 = 0, @@ -77,6 +82,7 @@ public struct LocalRuntimeAdmissionRequest: Hashable, Codable, Sendable { self.calibration = calibration self.estimatedModelWeightsBytes = estimatedModelWeightsBytes.map { max(0, $0) } self.compressedKVBytesPerToken = max(0, compressedKVBytesPerToken) + self.fp16KVBytesPerToken = max(0, fp16KVBytesPerToken) self.rawShadowBytes = max(0, rawShadowBytes) self.packedFallbackBytesPerToken = max(0, packedFallbackBytesPerToken) self.decodedFallbackScratchBytes = max(0, decodedFallbackScratchBytes) @@ -171,28 +177,81 @@ public struct LocalRuntimeAdmissionPlan: Hashable, Codable, Sendable { } } +/// The KV representation a candidate admission plan would run with. +/// `plainFP16` maps to `KVCacheStrategy.none` (uncompressed, fastest, highest quality); +/// `turboQuant` maps to the compressed codec used only when FP16 will not fit. +private enum CandidateKVScheme: Sendable, Equatable { + case plainFP16 + case turboQuant + + var kvStrategy: KVCacheStrategy { self == .plainFP16 ? .none : .turboQuant } +} + public struct LocalRuntimeAdmissionService: Sendable { public init() {} + /// Chooses the KV representation by a memory-feasibility ladder rather than a static + /// token threshold. FP16 is strictly faster and higher-quality whenever it fits, so it + /// leads; TurboQuant is only selected when the FP16 cache would exceed the live budget. + /// + /// Order of candidates (first that fits wins): + /// 1. FP16 @ full requested context — fastest, full length + /// 2. (.fastest only) FP16 @ a shorter window — never compress; cap length instead + /// 3. TurboQuant @ full requested context — keep length, accept slower decode + /// 4. TurboQuant @ downgraded context (existing path) — last resort public func admit(_ request: LocalRuntimeAdmissionRequest) -> LocalRuntimeAdmissionPlan { let availableMemory = max(0, request.memoryCounters.availableMemoryBytes ?? 0) let calibration = request.calibration?.isStale() == false ? request.calibration : nil let calibrationMultiplier = calibration?.admissionMultiplier ?? 1 let calibrationSummary = calibration.map(RuntimeMemoryCalibrationSummary.init) + struct Candidate { + var scheme: CandidateKVScheme + var mode: TurboQuantUserMode + var contextTokens: Int + var fallbackContract: TurboQuantFallbackContract + var downgradeReason: String? + } + var candidates: [Candidate] = [] + + // FP16 is only a candidate when its per-token cost is known. It leads for every mode + // except .maxContext, where the user has explicitly asked to reach as far as possible + // (compression is the point) — there FP16 is still tried, but after compressed full. + let fp16Known = request.fp16KVBytesPerToken > 0 + if fp16Known, request.userMode != .maxContext { + candidates.append(Candidate( + scheme: .plainFP16, mode: request.userMode, + contextTokens: request.requestedContextTokens, + fallbackContract: request.fallbackContract, downgradeReason: nil)) + } + if fp16Known, request.userMode == .fastest { + // .fastest never compresses: prefer a shorter FP16 window over switching to TurboQuant. + candidates.append(Candidate( + scheme: .plainFP16, mode: .fastest, + contextTokens: downgradedContextTokens(request.requestedContextTokens, for: .fastest), + fallbackContract: request.fallbackContract, + downgradeReason: "fp16_context_capped_to_fit")) + } + + // TurboQuant @ full requested context — the primary compressed option (and the canonical + // rejection plan if nothing fits, preserving prior semantics). let primary = candidatePlan( - request: request, - mode: request.userMode, + request: request, scheme: .turboQuant, mode: request.userMode, contextTokens: request.requestedContextTokens, - fallbackContract: request.fallbackContract, - availableMemory: availableMemory, - calibrationMultiplier: calibrationMultiplier, - calibrationSummary: calibrationSummary, - downgradeReason: nil - ) - if primary.admitted { - return primary + fallbackContract: request.fallbackContract, availableMemory: availableMemory, + calibrationMultiplier: calibrationMultiplier, calibrationSummary: calibrationSummary, + downgradeReason: nil) + + for candidate in candidates { + let plan = candidatePlan( + request: request, scheme: candidate.scheme, mode: candidate.mode, + contextTokens: candidate.contextTokens, + fallbackContract: candidate.fallbackContract, availableMemory: availableMemory, + calibrationMultiplier: calibrationMultiplier, calibrationSummary: calibrationSummary, + downgradeReason: candidate.downgradeReason) + if plan.admitted { return plan } } + if primary.admitted { return primary } for downgrade in request.fallbackContract.shorterContextDowngradePath() { let context = downgradedContextTokens(request.requestedContextTokens, for: downgrade.mode) @@ -202,6 +261,7 @@ public struct LocalRuntimeAdmissionService: Sendable { ) let plan = candidatePlan( request: request, + scheme: .turboQuant, mode: downgrade.mode, contextTokens: context, fallbackContract: fallback, @@ -220,6 +280,7 @@ public struct LocalRuntimeAdmissionService: Sendable { private func candidatePlan( request: LocalRuntimeAdmissionRequest, + scheme: CandidateKVScheme, mode: TurboQuantUserMode, contextTokens: Int, fallbackContract: TurboQuantFallbackContract, @@ -230,6 +291,7 @@ public struct LocalRuntimeAdmissionService: Sendable { ) -> LocalRuntimeAdmissionPlan { let zones = memoryZones( request: request, + scheme: scheme, contextTokens: contextTokens, fallbackContract: fallbackContract, availableMemory: availableMemory, @@ -252,7 +314,7 @@ public struct LocalRuntimeAdmissionService: Sendable { admittedContextTokens: admitted ? contextTokens : 0, reservedCompletionTokens: request.reservedCompletionTokens, selectedMode: mode, - selectedKVStrategy: admitted ? .turboQuant : .none, + selectedKVStrategy: admitted ? scheme.kvStrategy : .none, selectedAttentionPath: selectedPath, fallbackContract: fallbackContract, memoryZones: zones, @@ -271,6 +333,7 @@ public struct LocalRuntimeAdmissionService: Sendable { private func memoryZones( request: LocalRuntimeAdmissionRequest, + scheme: CandidateKVScheme, contextTokens: Int, fallbackContract: TurboQuantFallbackContract, availableMemory: Int64, @@ -282,14 +345,22 @@ public struct LocalRuntimeAdmissionService: Sendable { ?? request.memoryCounters.processResidentMemoryBytes ?? request.memoryCounters.processPhysicalFootprintBytes ?? 0 - let compressedKV = Int64(contextTokens) * request.compressedKVBytesPerToken + // FP16 keeps the KV cache uncompressed (fp16 bytes/token) and carries none of the + // codec's shadow / packed-fallback / decoded-scratch overhead zones. TurboQuant uses + // the compressed bytes/token and all of its fallback reserves. + let isCompressed = scheme == .turboQuant + let kvBytesPerToken = + isCompressed ? request.compressedKVBytesPerToken : request.fp16KVBytesPerToken + let compressedKV = Int64(contextTokens) * kvBytesPerToken let packedFallback = - fallbackContract.allowPackedFallback + isCompressed && fallbackContract.allowPackedFallback ? max( fallbackContract.reserveBytes, Int64(contextTokens) * request.packedFallbackBytesPerToken) : 0 let decodedScratch = - (fallbackContract.allowDecodedLayerLocalFallback || fallbackContract.allowFullDecodedFallback) + isCompressed + && (fallbackContract.allowDecodedLayerLocalFallback + || fallbackContract.allowFullDecodedFallback) ? max( request.decodedFallbackScratchBytes, Int64( @@ -300,7 +371,7 @@ public struct LocalRuntimeAdmissionService: Sendable { return RuntimeMemoryZones( modelWeightsBytes: modelWeights, compressedKVBytes: compressedKV, - rawShadowBytes: request.rawShadowBytes, + rawShadowBytes: isCompressed ? request.rawShadowBytes : 0, packedFallbackBytes: packedFallback, decodedFallbackScratchBytes: decodedScratch, vaultIndexBytes: request.vaultIndexBytes, diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index b3c67c5..f0c1c80 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -390,6 +390,7 @@ public enum TurboQuantKernelProfile: String, Codable, Sendable, CaseIterable { case portableA16A17 case wideA18A19 case sustainedA19Pro + case macAppleSilicon case mlxPackedFallback public var displayName: String { @@ -400,6 +401,8 @@ public enum TurboQuantKernelProfile: String, Codable, Sendable, CaseIterable { "Wide A18/A19" case .sustainedA19Pro: "Sustained A19 Pro" + case .macAppleSilicon: + "Mac Apple Silicon" case .mlxPackedFallback: "MLX packed fallback" } @@ -709,6 +712,9 @@ public struct TurboQuantAdmission: Hashable, Codable, Sendable { public var admitted: Bool public var requestedContextLength: Int public var admittedContextLength: Int + /// When true, the admitted context fits an uncompressed FP16 KV cache within the live memory + /// budget — the runtime should use plain SDPA (faster, higher quality) instead of TurboQuant. + public var recommendsPlainKVCache: Bool public var requestedMode: TurboQuantUserMode public var selectedMode: TurboQuantUserMode public var memoryPlan: TurboQuantMemoryPlan? @@ -729,11 +735,13 @@ public struct TurboQuantAdmission: Hashable, Codable, Sendable { memoryPlan: TurboQuantMemoryPlan? = nil, downgradeReasons: [TurboQuantAdmissionDowngrade] = [], rejectedPaths: [RejectedPath] = [], - userMessage: String + userMessage: String, + recommendsPlainKVCache: Bool = false ) { self.admitted = admitted self.requestedContextLength = requestedContextLength self.admittedContextLength = admittedContextLength + self.recommendsPlainKVCache = recommendsPlainKVCache self.requestedMode = requestedMode self.selectedMode = selectedMode self.memoryPlan = memoryPlan diff --git a/Tests/PinesCoreTests/TurboQuantKVStrategyLadderTests.swift b/Tests/PinesCoreTests/TurboQuantKVStrategyLadderTests.swift new file mode 100644 index 0000000..eed17a7 --- /dev/null +++ b/Tests/PinesCoreTests/TurboQuantKVStrategyLadderTests.swift @@ -0,0 +1,119 @@ +import PinesCore +import Testing + +private let mb: Int64 = 1_024 * 1_024 + +/// Tests for the dynamic FP16↔TurboQuant decision in `LocalRuntimeAdmissionService.admit`. +/// +/// The policy is a memory-feasibility ladder, not a static token threshold: +/// * FP16 (`.none`) is chosen whenever its uncompressed KV cache fits the live budget — +/// it is strictly faster and higher-quality. +/// * TurboQuant (`.turboQuant`) is chosen only when FP16 will not fit, to reach a context +/// that otherwise would not fit RAM. +/// * `.fastest` never compresses — it caps the context to a shorter FP16 window instead. +/// * `.maxContext` goes straight to compression (reaching far is the point). +@Suite("TurboQuant KV strategy ladder") +struct TurboQuantKVStrategyLadderTests { + /// Builds an admission request with explicit per-token KV costs and a live memory budget. + private static func request( + availableMemoryBytes: Int64, + requestedContextTokens: Int = 4096, + fp16KVBytesPerToken: Int64 = 400_000, // ~all-layers FP16, large on purpose + compressedKVBytesPerToken: Int64 = 120_000, // ~0.3× of FP16 (turbo4v2-ish) + estimatedModelWeightsBytes: Int64 = 200 * mb, + userMode: TurboQuantUserMode = .balanced + ) -> LocalRuntimeAdmissionRequest { + LocalRuntimeAdmissionRequest( + modelID: "ladder-test", + requestedContextTokens: requestedContextTokens, + reservedCompletionTokens: 256, + userMode: userMode, + fallbackContract: .productDefault(for: userMode), + deviceClass: .a17Pro, + osBuild: "test", + memoryCounters: RuntimeMemoryCounters( + availableMemoryBytes: availableMemoryBytes, + processResidentMemoryBytes: 128 * mb + ), + estimatedModelWeightsBytes: estimatedModelWeightsBytes, + compressedKVBytesPerToken: compressedKVBytesPerToken, + fp16KVBytesPerToken: fp16KVBytesPerToken, + rawShadowBytes: 32 * mb, + packedFallbackBytesPerToken: 16 * 1_024, + decodedFallbackScratchBytes: 32 * mb, + promptBufferBytes: 16 * mb, + metalScratchReserveBytes: 64 * mb, + uiReserveBytes: 64 * mb + ) + } + + private static let service = LocalRuntimeAdmissionService() + + @Test("FP16 is chosen when its uncompressed KV cache fits the budget") + func fp16WhenItFits() { + // 6 GB available: FP16 KV (≈1.6 GB @4096) + weights + safety fits comfortably. + let plan = Self.service.admit(Self.request(availableMemoryBytes: 6_144 * mb)) + #expect(plan.admitted) + #expect(plan.selectedKVStrategy == .none) // .none == plain FP16 + #expect(plan.admittedContextTokens == 4096) // full requested length + } + + @Test("Falls to TurboQuant when FP16 will not fit but compressed will") + func turboQuantWhenFP16TooLarge() { + // 2.4 GB: FP16 (≈2.49 GB required) overflows; compressed (≈1.48 GB) fits at full length. + let plan = Self.service.admit(Self.request(availableMemoryBytes: 2_400 * mb)) + #expect(plan.admitted) + #expect(plan.selectedKVStrategy == .turboQuant) + #expect(plan.admittedContextTokens == 4096) // full context, just compressed + } + + @Test(".fastest caps to a shorter FP16 window instead of compressing") + func fastestCapsContextRatherThanCompress() { + // 2.0 GB: FP16-full overflows; compressed-full would fit, but .fastest must prefer a + // shorter FP16 window over switching codecs. + let plan = Self.service.admit( + Self.request(availableMemoryBytes: 2_000 * mb, userMode: .fastest)) + #expect(plan.admitted) + #expect(plan.selectedKVStrategy == .none) // still FP16 + #expect(plan.admittedContextTokens < 4096) // but a shorter window + #expect(plan.downgradeReason == "fp16_context_capped_to_fit") + } + + @Test(".maxContext goes straight to compression even when FP16 would fit") + func maxContextPrefersCompression() { + // Plenty of memory (FP16 would fit), but .maxContext reaches far via compression. + let plan = Self.service.admit( + Self.request(availableMemoryBytes: 6_144 * mb, userMode: .maxContext)) + #expect(plan.admitted) + #expect(plan.selectedKVStrategy == .turboQuant) + } + + @Test("FP16 is skipped when its per-token cost is unknown (back-compat)") + func fp16SkippedWhenCostUnknown() { + // fp16KVBytesPerToken == 0 → the legacy callers' behavior: compressed only. + let plan = Self.service.admit( + Self.request(availableMemoryBytes: 6_144 * mb, fp16KVBytesPerToken: 0)) + #expect(plan.admitted) + #expect(plan.selectedKVStrategy == .turboQuant) + } + + @Test("Rejects when nothing fits, even compressed at the shortest context") + func rejectsWhenNothingFits() { + // 600 MB < model weights (200 MB) + safety reserve (512 MB): impossible regardless of KV. + let plan = Self.service.admit(Self.request(availableMemoryBytes: 600 * mb)) + #expect(!plan.admitted) + #expect(plan.rejectionReason != nil) + #expect(plan.admittedContextTokens == 0) + } + + @Test("Lower budget pushes FP16 to a shorter admitted context, not compression, for .fastest") + func fastestMonotonicallyShortens() { + let roomy = Self.service.admit( + Self.request(availableMemoryBytes: 6_144 * mb, userMode: .fastest)) + let tight = Self.service.admit( + Self.request(availableMemoryBytes: 2_000 * mb, userMode: .fastest)) + #expect(roomy.selectedKVStrategy == .none) + #expect(tight.selectedKVStrategy == .none) + #expect(tight.admittedContextTokens <= roomy.admittedContextTokens) + } +} From e7beefb5a96f2e4d117e9ad6e3295bb343e991a5 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sat, 30 May 2026 17:11:07 +0200 Subject: [PATCH 54/80] Bump mlx-swift-lm pin to a6e9448 (3A-a in-place cache donation) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit In-place KV-cache donation fix on append (was reallocating full-capacity buffers per token — audit 1.3 OOM suspect). 69 cache tests pass. Co-Authored-By: Claude Opus 4.8 --- Pines.xcodeproj/project.pbxproj | 2 +- .../project.xcworkspace/xcshareddata/swiftpm/Package.resolved | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index d983fae..28cd6d6 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 002ec996fe32d79d48ed546770346296d970a3e4; + revision = a6e944825d6500840baafcf871165e7b5e3012a4; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 122b179..fb32ab6 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "002ec996fe32d79d48ed546770346296d970a3e4" + "revision" : "a6e944825d6500840baafcf871165e7b5e3012a4" } }, { From 2bd692ae148990e9e7382e9e100eb87f207e6200 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sat, 30 May 2026 17:53:27 +0200 Subject: [PATCH 55/80] Bump mlx-swift-lm pin to fe1c35c (4.1 fp16 fallback + 2A mid-gen spill) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 4.1: fallback decode uses fp16 scratch + an OOM guard (recoverable instead of crash). 2A: mid-generation FP16->compressed spill under memory pressure (the missing dynamic half) — GenerateParameters.spillMemoryWatermarkBytes, default off (on-device tuning). Co-Authored-By: Claude Opus 4.8 --- Pines.xcodeproj/project.pbxproj | 2 +- .../project.xcworkspace/xcshareddata/swiftpm/Package.resolved | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 28cd6d6..790e520 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = a6e944825d6500840baafcf871165e7b5e3012a4; + revision = fe1c35c783890b4a78328ad599fc532729c0b3c4; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index fb32ab6..0612928 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "a6e944825d6500840baafcf871165e7b5e3012a4" + "revision" : "fe1c35c783890b4a78328ad599fc532729c0b3c4" } }, { From e4d9e99b77b652be089be325e41a509eeb6cb033 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sat, 30 May 2026 19:56:02 +0200 Subject: [PATCH 56/80] Bump mlx-swift-lm pin to 3118d5b (turbo3 cleanup + A-series harness) Picks up the mlx-swift-lm fork tip carrying the turbo3 bit-metadata fix (5.5) and the new TurboQuantBench on-device A-series benchmark harness. Both are behavior-neutral / test-only for the app (pines uses its own scheme enum without turbo3; the app does not depend on the TurboQuantBench product), so this is a sync + manifest-resolution bump. Verified: full Pines app resolves mlx-swift-lm @ 3118d5b and builds green (xcodebuild, iOS Simulator, -skipPackagePluginValidation -skipMacroValidation). Co-Authored-By: Claude Opus 4.8 --- Pines.xcodeproj/project.pbxproj | 2 +- .../project.xcworkspace/xcshareddata/swiftpm/Package.resolved | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 790e520..03c097a 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1457,7 +1457,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = fe1c35c783890b4a78328ad599fc532729c0b3c4; + revision = 3118d5bb271d8fdaf8506b15ba51d233be13e006; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 0612928..390c13a 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "fe1c35c783890b4a78328ad599fc532729c0b3c4" + "revision" : "3118d5bb271d8fdaf8506b15ba51d233be13e006" } }, { From 1f3cbc43289f3b4035fff2276c1f01206d616647 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 31 May 2026 15:03:17 +0200 Subject: [PATCH 57/80] Wire Pines TurboQuant evidence gates --- DEV_README.md | 4 +- Pines.xcodeproj/project.pbxproj | 64 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- .../xcshareddata/xcschemes/Pines.xcscheme | 25 +- .../xcschemes/PinesWatch.xcscheme | 18 +- Pines/App/PinesAppModel+Presentation.swift | 31 + Pines/App/PinesRootView.swift | 1 + .../PinesTurboQuantBenchmarkDiagnostics.swift | 407 +++++++ Pines/Design/PinesDesignComponents.swift | 16 +- .../Persistence/GRDBPinesStore+Mapping.swift | 9 + Pines/Persistence/GRDBPinesStore.swift | 47 +- Pines/Runtime/DeviceRuntimeMonitor.swift | 2 + Pines/Runtime/MLXRuntimeBridge.swift | 588 +++++++++- .../Artifacts/ArtifactsWorkspaceView.swift | 4 +- Pines/Views/Models/ModelsViewComponents.swift | 5 + .../PinesCore/Inference/InferenceTypes.swift | 9 + .../Inference/RuntimeProfileEvidence.swift | 47 + .../PinesCore/Inference/RuntimeTypes.swift | 295 +++++ .../Inference/TurboQuantBenchmarkReport.swift | 162 +++ .../Inference/TurboQuantRunDecision.swift | 27 + .../Persistence/DatabaseSchema.swift | 16 +- Tests/PinesCoreTests/CoreContractTests.swift | 21 +- .../TurboQuantPinDriftTests.swift | 265 +++++ .../TurboQuantWave1ControlPlaneTests.swift | 93 ++ .../TurboQuantWave3EvidenceTests.swift | 119 ++ .../TurboQuantWave6SpeculativeTests.swift | 12 + .../TurboQuantWave7PlatformTests.swift | 12 + docs/ARCHITECTURE.md | 4 +- docs/TURBOQUANT.md | 47 +- .../00-current-state.md | 32 +- docs/turboquant-implementation/README.md | 11 +- .../compatibility-pair.json | 1014 ++++++++++++++--- .../compatibility-pair.schema.json | 107 +- project.yml | 6 +- scripts/ci/check-mlx-package-pins.sh | 35 +- .../diagnostics/capture-turboquant-wave0.sh | 449 ++++++++ .../diagnostics/run-ios-turboquant-bench.sh | 398 +++++++ 37 files changed, 4120 insertions(+), 286 deletions(-) create mode 100644 Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift create mode 100644 Tests/PinesCoreTests/TurboQuantPinDriftTests.swift create mode 100755 scripts/diagnostics/capture-turboquant-wave0.sh create mode 100755 scripts/diagnostics/run-ios-turboquant-bench.sh diff --git a/DEV_README.md b/DEV_README.md index 25f5654..6e68518 100644 --- a/DEV_README.md +++ b/DEV_README.md @@ -224,8 +224,8 @@ The iOS app links exact maintained MLX fork revisions through `project.yml` and - `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` - `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `c8a544503bcdad21ee736feec68f0ed7e07a9b29` -- Nested `mlx` inside `MLXSwift`: `75b756717154890033209aaba4ffc89b113c5998` -- Nested `mlx-c` inside `MLXSwift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` +- Nested `mlx` inside `MLXSwift`: `edc0fb23d1a384fe846ef5a8093f2d43001be8d2` +- Nested `mlx-c` inside `MLXSwift`: `0b9e4c23eb5b64e4ddc0f44ff45ba37832370d2d` These pins are intentional because Pines consumes additive TurboQuant and compatibility APIs not assumed to exist in upstream package releases yet. diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 03c097a..66cb10b 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -81,6 +81,8 @@ 94D8D54C00245868BA413E0C /* MLXCompatibleModels+Llama4.swift in Sources */ = {isa = PBXBuildFile; fileRef = DC9FA9E25B03EF1B185466EA /* MLXCompatibleModels+Llama4.swift */; }; 9C997FA62CFD3FF3DFBA6FC7 /* MLXLLM in Frameworks */ = {isa = PBXBuildFile; productRef = 392E0E75023B6010705E840E /* MLXLLM */; }; 9CAF8AA54EE5B61702B8103C /* MLXTurboQuantRuntimeSmokeTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = FF525EBBEA1C9D3330E352F3 /* MLXTurboQuantRuntimeSmokeTests.swift */; }; + 9D77D80450E0718D4B9E6A22 /* TurboQuantBench in Frameworks */ = {isa = PBXBuildFile; productRef = 9D77D80450E0718D4B9E6A21 /* TurboQuantBench */; }; + 9D77D80450E0718D4B9E6A23 /* PinesTurboQuantBenchmarkDiagnostics.swift in Sources */ = {isa = PBXBuildFile; fileRef = 9D77D80450E0718D4B9E6A24 /* PinesTurboQuantBenchmarkDiagnostics.swift */; }; 9CECC9E8AE585A1BF20F4580 /* ArtifactsRowsAndPanels.swift in Sources */ = {isa = PBXBuildFile; fileRef = 1A280B4F77BD2A69B5309A7D /* ArtifactsRowsAndPanels.swift */; }; A0A48EBC76AEB91E70E85138 /* ModelDownloadSupport.swift in Sources */ = {isa = PBXBuildFile; fileRef = 9CB6251B36A1F706D8884A9E /* ModelDownloadSupport.swift */; }; A23582944454AFA76540B625 /* ModelsView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 500C1CF070133DCF6885979F /* ModelsView.swift */; }; @@ -245,9 +247,10 @@ 95F1CE8B2C5E53DB9848C8C0 /* PinesAppState.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesAppState.swift; sourceTree = ""; }; 989263AE706043656C31B580 /* CoreSurfaceTests.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = CoreSurfaceTests.swift; sourceTree = ""; }; 99ABB45AA2309B6667A25016 /* PinesAppModel+OpenAIProviderStorage.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "PinesAppModel+OpenAIProviderStorage.swift"; sourceTree = ""; }; - 9B417F2B5DA63F1EDAE01442 /* PinesAppModel.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesAppModel.swift; sourceTree = ""; }; - 9C6FF18172BCCD1C796B34F4 /* ArtifactsWorkspaceView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ArtifactsWorkspaceView.swift; sourceTree = ""; }; - 9CB6251B36A1F706D8884A9E /* ModelDownloadSupport.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ModelDownloadSupport.swift; sourceTree = ""; }; + 9B417F2B5DA63F1EDAE01442 /* PinesAppModel.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesAppModel.swift; sourceTree = ""; }; + 9C6FF18172BCCD1C796B34F4 /* ArtifactsWorkspaceView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ArtifactsWorkspaceView.swift; sourceTree = ""; }; + 9CB6251B36A1F706D8884A9E /* ModelDownloadSupport.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ModelDownloadSupport.swift; sourceTree = ""; }; + 9D77D80450E0718D4B9E6A24 /* PinesTurboQuantBenchmarkDiagnostics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesTurboQuantBenchmarkDiagnostics.swift; sourceTree = ""; }; A13BF92952B097508CCADE95 /* PinesAppModel+DeepResearch.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "PinesAppModel+DeepResearch.swift"; sourceTree = ""; }; A577E1122CE291EF5ECF16D2 /* GeminiLiveSessionService.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = GeminiLiveSessionService.swift; sourceTree = ""; }; A613D7E3096A52A53E3F9BC1 /* WatchHaptics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = WatchHaptics.swift; sourceTree = ""; }; @@ -297,10 +300,11 @@ 62BBB7D1AE85A01EA319E717 /* MLX in Frameworks */, BAF84E40F21C59F00422283F /* MLXNN in Frameworks */, 9C997FA62CFD3FF3DFBA6FC7 /* MLXLLM in Frameworks */, - 7C1B3D61D81211AD1F0FBCF7 /* MLXVLM in Frameworks */, - 515C28B0B0B103A7A64AB34C /* MLXEmbedders in Frameworks */, - E3A57273D77B9C0AB688FDC5 /* MLXLMCommon in Frameworks */, - 8EE7C1B1695A1BAB21575CBD /* Tokenizers in Frameworks */, + 7C1B3D61D81211AD1F0FBCF7 /* MLXVLM in Frameworks */, + 515C28B0B0B103A7A64AB34C /* MLXEmbedders in Frameworks */, + E3A57273D77B9C0AB688FDC5 /* MLXLMCommon in Frameworks */, + 9D77D80450E0718D4B9E6A22 /* TurboQuantBench in Frameworks */, + 8EE7C1B1695A1BAB21575CBD /* Tokenizers in Frameworks */, C3A8E8F1D7ADC06A8E2EBA43 /* GRDB in Frameworks */, 74762C61D2E73B7909039286 /* SQLCipher in Frameworks */, 51F0003C051BEA5B35753F1D /* Markdown in Frameworks */, @@ -599,10 +603,11 @@ DD3E7E5D4E7D39C6BCD7C151 /* PinesAppModel+Stress.swift */, 0FA547644EE942BA65EC006C /* PinesAppModelTypes.swift */, DC8CFAC4EBF64683D47B94C8 /* PinesAppServices.swift */, - 95F1CE8B2C5E53DB9848C8C0 /* PinesAppState.swift */, - 77F94D4259A69BFDBBD41FF0 /* PinesRootView.swift */, - BD7A1C3BB2F375BB75558DEF /* PinesStressDiagnostics.swift */, - 42338086683D67DAAB5A0244 /* PinesUITestInferenceProvider.swift */, + 95F1CE8B2C5E53DB9848C8C0 /* PinesAppState.swift */, + 77F94D4259A69BFDBBD41FF0 /* PinesRootView.swift */, + BD7A1C3BB2F375BB75558DEF /* PinesStressDiagnostics.swift */, + 9D77D80450E0718D4B9E6A24 /* PinesTurboQuantBenchmarkDiagnostics.swift */, + 42338086683D67DAAB5A0244 /* PinesUITestInferenceProvider.swift */, 4E14D0CA724B74DAE144184C /* PinesUITestLaunchConfiguration.swift */, ); path = App; @@ -697,10 +702,11 @@ 94F08BBEEA508DB04384B5C9 /* MLX */, 97ADD97B0749021A162048FE /* MLXNN */, 392E0E75023B6010705E840E /* MLXLLM */, - D445A834A842FDF08C100D34 /* MLXVLM */, - 85E4D304B541EE6A90CEFD6F /* MLXEmbedders */, - 9F1B5A4B5304A83C6935F6CA /* MLXLMCommon */, - 79248E6D82F6B41C4A99016B /* Tokenizers */, + D445A834A842FDF08C100D34 /* MLXVLM */, + 85E4D304B541EE6A90CEFD6F /* MLXEmbedders */, + 9F1B5A4B5304A83C6935F6CA /* MLXLMCommon */, + 9D77D80450E0718D4B9E6A21 /* TurboQuantBench */, + 79248E6D82F6B41C4A99016B /* Tokenizers */, 7CB37824DF7BF3CFC294142D /* GRDB */, 47290C155F603BA3AA043C93 /* SQLCipher */, 79453BB5651564170C3A0B1C /* Markdown */, @@ -927,10 +933,11 @@ 38B759D4F9C428922E0CBE72 /* PinesManagedCloudService.swift in Sources */, 1280CC834227C905E3AD4423 /* PinesProEntitlementService.swift in Sources */, 87777CD59861247F27DE9C34 /* PinesRefreshRateSupport.swift in Sources */, - 57E5FA454DA9641889315B34 /* PinesRootView.swift in Sources */, - FD22B64E74B250E347D6A567 /* PinesRuntimeMetrics.swift in Sources */, - 148670557457CDC793E77B74 /* PinesStressDiagnostics.swift in Sources */, - 5BEDAE409D8D0BE9350E4A92 /* PinesUITestInferenceProvider.swift in Sources */, + 57E5FA454DA9641889315B34 /* PinesRootView.swift in Sources */, + FD22B64E74B250E347D6A567 /* PinesRuntimeMetrics.swift in Sources */, + 148670557457CDC793E77B74 /* PinesStressDiagnostics.swift in Sources */, + 9D77D80450E0718D4B9E6A23 /* PinesTurboQuantBenchmarkDiagnostics.swift in Sources */, + 5BEDAE409D8D0BE9350E4A92 /* PinesUITestInferenceProvider.swift in Sources */, 338E625EF11210ABD3D670AC /* PinesUITestLaunchConfiguration.swift in Sources */, FF7A2AF24CE204653E49DD36 /* SecureKeyStore.swift in Sources */, 8876615E142B278FD678F6A4 /* SecurityResetCoordinator.swift in Sources */, @@ -1441,7 +1448,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = aa4a07156913d1738555a39064bc9728dde56266; + revision = b187523536c6923562e3a81613e169da9321f812; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1457,7 +1464,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 3118d5bb271d8fdaf8506b15ba51d233be13e006; + revision = 1bf1cc246e17c48527a32c99fffcde41b84cd725; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { @@ -1524,11 +1531,16 @@ package = 82C15679A79285F6F8F33DE7 /* XCRemoteSwiftPackageReference "mlx-swift" */; productName = MLXNN; }; - 9F1B5A4B5304A83C6935F6CA /* MLXLMCommon */ = { - isa = XCSwiftPackageProductDependency; - package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; - productName = MLXLMCommon; - }; + 9F1B5A4B5304A83C6935F6CA /* MLXLMCommon */ = { + isa = XCSwiftPackageProductDependency; + package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; + productName = MLXLMCommon; + }; + 9D77D80450E0718D4B9E6A21 /* TurboQuantBench */ = { + isa = XCSwiftPackageProductDependency; + package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; + productName = TurboQuantBench; + }; B3571EDBCC217B75591214B9 /* PinesWatchSupport */ = { isa = XCSwiftPackageProductDependency; productName = PinesWatchSupport; diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 390c13a..422f4b3 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "aa4a07156913d1738555a39064bc9728dde56266" + "revision" : "b187523536c6923562e3a81613e169da9321f812" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "3118d5bb271d8fdaf8506b15ba51d233be13e006" + "revision" : "1bf1cc246e17c48527a32c99fffcde41b84cd725" } }, { diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme index 640df9b..d0cb4cc 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme @@ -1,11 +1,10 @@ + version = "1.3"> + buildImplicitDependencies = "YES"> @@ -58,7 +57,7 @@ @@ -70,13 +69,12 @@ selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" shouldUseLaunchSchemeArgsEnv = "YES" - codeCoverageEnabled = "YES" - onlyGenerateCoverageForSpecifiedTargets = "NO"> + codeCoverageEnabled = "YES"> @@ -94,8 +92,7 @@ + skipped = "NO"> - - - - diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme index 26fe3dd..10f7c9b 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme @@ -1,11 +1,10 @@ + version = "1.3"> + buildImplicitDependencies = "YES"> @@ -27,13 +26,12 @@ buildConfiguration = "Debug" selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" - shouldUseLaunchSchemeArgsEnv = "YES" - onlyGenerateCoverageForSpecifiedTargets = "NO"> + shouldUseLaunchSchemeArgsEnv = "YES"> @@ -56,13 +54,11 @@ - - diff --git a/Pines/App/PinesAppModel+Presentation.swift b/Pines/App/PinesAppModel+Presentation.swift index 011a72c..59287df 100644 --- a/Pines/App/PinesAppModel+Presentation.swift +++ b/Pines/App/PinesAppModel+Presentation.swift @@ -384,6 +384,37 @@ extension PinesAppModel { evidence.valueBits != valueBits { return false } + guard let resolvedRuntimeMode = quantization.turboQuantResolvedRuntimeMode, + evidence.resolvedRuntimeMode == resolvedRuntimeMode else { + return false + } + guard evidence.requestedRuntimeMode == quantization.turboQuantRuntimeMode else { + return false + } + if let precisionPolicy = quantization.turboQuantPrecisionPolicy, + evidence.precisionPolicy != precisionPolicy { + return false + } + if let keyPrecision = quantization.turboQuantKeyPrecision, + evidence.keyPrecision != keyPrecision { + return false + } + if let valuePrecision = quantization.turboQuantValuePrecision, + evidence.valuePrecision != valuePrecision { + return false + } + let sparseValuePolicy = quantization.turboQuantSparseValuePolicy ?? .off + guard (evidence.sparseValuePolicy ?? .off) == sparseValuePolicy else { + return false + } + guard let effectiveBackend = quantization.turboQuantEffectiveBackend, + evidence.effectiveBackend == effectiveBackend else { + return false + } + if effectiveBackend == .nativeMLX, + evidence.nativeBackendVersion != quantization.turboQuantNativeBackendVersion { + return false + } if evidence.groupSize != quantization.kvGroupSize { return false } diff --git a/Pines/App/PinesRootView.swift b/Pines/App/PinesRootView.swift index ceaa3fc..0d8dbc0 100644 --- a/Pines/App/PinesRootView.swift +++ b/Pines/App/PinesRootView.swift @@ -178,6 +178,7 @@ struct PinesRootView: View { } #endif #if DEBUG + await appModel.runLaunchTurboQuantBenchIfNeeded() await appModel.runLaunchStressModeIfNeeded(services: services) #endif haptics.prepare() diff --git a/Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift b/Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift new file mode 100644 index 0000000..cfc67f4 --- /dev/null +++ b/Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift @@ -0,0 +1,407 @@ +import Foundation +import Darwin +import PinesCore + +#if DEBUG && canImport(TurboQuantBench) && canImport(MLXLMCommon) +import MLXLMCommon +import TurboQuantBench + +private struct PinesTurboQuantBenchConfiguration: Sendable { + var runID: String + var contexts: [Int] + var schemes: [TurboQuantScheme] + var runtimeModes: [String] + var precisionPolicies: [String] + var sparseValuePolicies: [String] + var iterations: Int + var warmupIterations: Int + + static func current( + arguments: [String] = ProcessInfo.processInfo.arguments, + environment: [String: String] = ProcessInfo.processInfo.environment + ) -> PinesTurboQuantBenchConfiguration? { + let enabled = environment["PINES_TURBOQUANT_BENCH"] == "1" + || environment["PINES_TQ_BENCH"] == "1" + || arguments.contains("--pines-turboquant-bench") + guard enabled else { return nil } + + let fullMatrix = environment["PINES_TQ_BENCH_FULL"] == "1" + return PinesTurboQuantBenchConfiguration( + runID: environment["PINES_TQ_BENCH_RUN_ID"] ?? UUID().uuidString, + contexts: Self.contexts(environment: environment, fullMatrix: fullMatrix), + schemes: Self.schemes(environment: environment, fullMatrix: fullMatrix), + runtimeModes: Self.stringList( + environment["PINES_TQ_BENCH_RUNTIME_MODES"], + defaultValue: fullMatrix + ? ["rawPreferred", "throughputTurboQuant", "capacityTurboQuant"] + : ["capacityTurboQuant"] + ), + precisionPolicies: Self.stringList( + environment["PINES_TQ_BENCH_PRECISION_POLICIES"], + defaultValue: fullMatrix + ? ["qwen-q4-default", "symmetric-turbo4v2"] + : ["qwen-q4-default"] + ), + sparseValuePolicies: Self.stringList( + environment["PINES_TQ_BENCH_SPARSE_V"], + defaultValue: fullMatrix ? ["off", "auto"] : ["off"] + ), + iterations: max(1, Int(environment["PINES_TQ_BENCH_ITERATIONS"] ?? "") ?? (fullMatrix ? 12 : 3)), + warmupIterations: max(0, Int(environment["PINES_TQ_BENCH_WARMUP"] ?? "") ?? (fullMatrix ? 3 : 1)) + ) + } + + private static func contexts(environment: [String: String], fullMatrix: Bool) -> [Int] { + if let parsed = parseIntegerList(environment["PINES_TQ_BENCH_CONTEXTS"]), !parsed.isEmpty { + return parsed + } + return fullMatrix ? [8_192, 16_384, 32_768, 65_536, 131_072] : [8_192] + } + + private static func schemes(environment: [String: String], fullMatrix: Bool) -> [TurboQuantScheme] { + if let raw = environment["PINES_TQ_BENCH_SCHEMES"] { + let parsed = raw.split(separator: ",").compactMap { + TurboQuantScheme(normalizing: String($0)) + }.filter { $0 != .disabled } + if !parsed.isEmpty { + return parsed + } + } + return fullMatrix ? [.turbo8, .turbo4v2, .turbo3_5] : [.turbo4v2] + } + + private static func parseIntegerList(_ value: String?) -> [Int]? { + guard let value else { return nil } + return value.split(separator: ",").compactMap { + Int($0.trimmingCharacters(in: .whitespacesAndNewlines)) + }.filter { $0 > 0 } + } + + private static func stringList(_ value: String?, defaultValue: [String]) -> [String] { + guard let value else { return defaultValue } + let parsed = value.split(separator: ",").map { + String($0.trimmingCharacters(in: .whitespacesAndNewlines)) + }.filter { !$0.isEmpty } + return parsed.isEmpty ? defaultValue : parsed + } +} + +private struct PinesTurboQuantBenchStatus: Codable, Sendable { + var runID: String + var state: String + var resultFileName: String? + var resultCount: Int + var failedCount: Int + var skippedCount: Int + var message: String? + var updatedAt: Date +} + +private struct PinesTurboQuantBenchPayload: Codable, Sendable { + var runID: String + var modelProfile: String + var contexts: [Int] + var schemes: [String] + var runtimeModes: [String] + var precisionPolicies: [String] + var sparseValuePolicies: [String] + var matrixExecution: String + var iterations: Int + var warmupIterations: Int + var compatibilityPairID: String + var appHost: PinesTurboQuantBenchAppHost + var table: String + var results: [TurboQuantBenchResult] + var createdAt: Date +} + +private struct PinesTurboQuantBenchAppHost: Codable, Sendable { + var pinesCommit: String? + var mlxPinPair: String + var deviceID: String? + var hardwareModel: String + var osVersion: String + var launchMode: String + + static func current( + environment: [String: String] = ProcessInfo.processInfo.environment + ) -> PinesTurboQuantBenchAppHost { + PinesTurboQuantBenchAppHost( + pinesCommit: environment["PINES_TQ_BENCH_PINES_COMMIT"], + mlxPinPair: MLXRuntimeBridge.turboQuantCompatibilityPairID, + deviceID: environment["PINES_TQ_BENCH_DEVICE_ID"], + hardwareModel: Self.hardwareModelIdentifier(), + osVersion: ProcessInfo.processInfo.operatingSystemVersionString, + launchMode: "pines-debug-app-host" + ) + } + + private static func hardwareModelIdentifier() -> String { + var systemInfo = utsname() + uname(&systemInfo) + let mirror = Mirror(reflecting: systemInfo.machine) + return mirror.children.reduce(into: "") { result, element in + guard let value = element.value as? Int8, value != 0 else { return } + result.append(Character(UnicodeScalar(UInt8(value)))) + } + } +} + +private actor PinesTurboQuantBenchStatusWriter { + static let shared = PinesTurboQuantBenchStatusWriter() + static let statusFileName = "pines-turboquant-bench-status.json" + + private let encoder: JSONEncoder + + init() { + encoder = JSONEncoder() + encoder.outputFormatting = [.prettyPrinted, .sortedKeys] + encoder.dateEncodingStrategy = .iso8601 + } + + static var diagnosticsDirectoryURL: URL { + FreezeBreadcrumbJournal.defaultDiagnosticsDirectoryURL() + } + + static var statusFileURL: URL { + diagnosticsDirectoryURL.appendingPathComponent(statusFileName) + } + + func write(_ status: PinesTurboQuantBenchStatus) async { + do { + let url = Self.statusFileURL + try FileManager.default.createDirectory( + at: url.deletingLastPathComponent(), + withIntermediateDirectories: true + ) + try encoder.encode(status).write(to: url, options: .atomic) + } catch { + // Benchmark status is diagnostic-only and must not affect normal app launch. + } + } + + func writePayload(_ payload: PinesTurboQuantBenchPayload) async throws -> String { + let fileName = "pines-turboquant-bench-\(payload.runID).json" + let url = Self.diagnosticsDirectoryURL.appendingPathComponent(fileName) + try FileManager.default.createDirectory( + at: url.deletingPathExtension().deletingLastPathComponent(), + withIntermediateDirectories: true + ) + try encoder.encode(payload).write(to: url, options: .atomic) + return fileName + } +} + +private enum PinesTurboQuantBenchRunner { + static func run(configuration: PinesTurboQuantBenchConfiguration) throws -> PinesTurboQuantBenchPayload { + let profile = try requireProfile() + #if PINES_TQ_BENCH_WAVE6_API + let cases = configuration.contexts.flatMap { context in + configuration.schemes.flatMap { scheme in + configuration.runtimeModes.compactMap(Self.runtimeMode).flatMap { runtimeMode in + configuration.precisionPolicies.compactMap(Self.precisionPolicy).flatMap { precisionPolicy in + configuration.sparseValuePolicies.compactMap(Self.sparseValuePolicy).map { sparseValuePolicy in + TurboQuantBenchCase.qwen35_2B( + contextLength: context, + scheme: scheme, + runtimeMode: runtimeMode, + precisionPolicy: precisionPolicy, + sparseValuePolicy: sparseValuePolicy + ) + } + } + } + } + } + let matrixExecution = "wave6-runtime-matrix" + #else + let cases = configuration.contexts.flatMap { context in + configuration.schemes.map { + TurboQuantBenchCase.qwen35_2B(contextLength: context, scheme: $0) + } + } + let matrixExecution = "legacy-capacity-only" + #endif + let results = TurboQuantBench.sweep( + profile: profile, + cases: cases, + iterations: configuration.iterations, + warmupIterations: configuration.warmupIterations + ) + return PinesTurboQuantBenchPayload( + runID: configuration.runID, + modelProfile: profile.id, + contexts: configuration.contexts, + schemes: configuration.schemes.map(\.rawValue), + runtimeModes: configuration.runtimeModes, + precisionPolicies: configuration.precisionPolicies, + sparseValuePolicies: configuration.sparseValuePolicies, + matrixExecution: matrixExecution, + iterations: configuration.iterations, + warmupIterations: configuration.warmupIterations, + compatibilityPairID: MLXRuntimeBridge.turboQuantCompatibilityPairID, + appHost: PinesTurboQuantBenchAppHost.current(), + table: TurboQuantBench.renderTable(results), + results: results, + createdAt: Date() + ) + } + + #if PINES_TQ_BENCH_WAVE6_API + private static func runtimeMode(_ rawValue: String) -> MLXLMCommon.TurboQuantRuntimeMode? { + MLXLMCommon.TurboQuantRuntimeMode(rawValue: rawValue) + } + + private static func precisionPolicy( + _ rawValue: String + ) -> MLXLMCommon.TurboQuantKVPrecisionPolicy? { + switch rawValue { + case "qwen-q4-default", "qwen": + return .qwenQ4Default + case "symmetric-turbo4v2", "turbo4v2": + return MLXLMCommon.TurboQuantKVPrecisionPolicy( + key: .turbo4v2, + value: .turbo4v2, + boundary: .profileDefault + ) + case "turbo8": + return MLXLMCommon.TurboQuantKVPrecisionPolicy( + key: .turbo8, + value: .turbo8, + boundary: .profileDefault + ) + default: + return nil + } + } + + private static func sparseValuePolicy( + _ rawValue: String + ) -> MLXLMCommon.TurboQuantSparseValuePolicy? { + switch rawValue { + case "off": + return .off + case "auto": + return .profileDefault + case "force": + return .force(threshold: MLXLMCommon.TurboQuantSparseValuePolicy.defaultAutoThreshold) + default: + return nil + } + } + #endif + + private static func requireProfile() throws -> TurboQuantProfile { + guard let profile = TurboQuantProfileRegistry.bundled.profile( + for: "mlx-community/Qwen3.5-2B-OptiQ-4bit", + modelType: "qwen3_5", + keyHeadDimension: 256, + valueHeadDimension: 256 + ) else { + throw PinesTurboQuantBenchError.missingQwenProfile + } + return profile + } +} + +private enum PinesTurboQuantBenchError: Error, LocalizedError { + case missingQwenProfile + + var errorDescription: String? { + switch self { + case .missingQwenProfile: + "Qwen3.5-2B TurboQuant benchmark profile is unavailable." + } + } +} +#endif + +#if DEBUG +extension PinesAppModel { + func runLaunchTurboQuantBenchIfNeeded() async { + #if canImport(TurboQuantBench) && canImport(MLXLMCommon) + guard let configuration = PinesTurboQuantBenchConfiguration.current() else { return } + await PinesTurboQuantBenchStatusWriter.shared.write( + PinesTurboQuantBenchStatus( + runID: configuration.runID, + state: "starting", + resultFileName: nil, + resultCount: 0, + failedCount: 0, + skippedCount: 0, + message: "TurboQuant benchmark is starting.", + updatedAt: Date() + ) + ) + await FreezeBreadcrumbJournal.shared.record( + stage: "turboquant_bench.launch.detected", + runID: configuration.runID, + metadata: [ + "contexts": configuration.contexts.map(String.init).joined(separator: ","), + "schemes": configuration.schemes.map(\.rawValue).joined(separator: ","), + "runtime_modes": configuration.runtimeModes.joined(separator: ","), + "precision_policies": configuration.precisionPolicies.joined(separator: ","), + "sparse_v": configuration.sparseValuePolicies.joined(separator: ","), + "iterations": String(configuration.iterations), + "warmup_iterations": String(configuration.warmupIterations), + "compatibility_pair_id": MLXRuntimeBridge.turboQuantCompatibilityPairID, + ], + enabled: true + ) + + do { + let payload = try await Task.detached(priority: .utility) { + try PinesTurboQuantBenchRunner.run(configuration: configuration) + }.value + let resultFileName = try await PinesTurboQuantBenchStatusWriter.shared.writePayload(payload) + let failedCount = payload.results.filter { $0.status == .failed }.count + let skippedCount = payload.results.filter { $0.status == .skipped }.count + await PinesTurboQuantBenchStatusWriter.shared.write( + PinesTurboQuantBenchStatus( + runID: configuration.runID, + state: failedCount > 0 ? "failed" : "completed", + resultFileName: resultFileName, + resultCount: payload.results.count, + failedCount: failedCount, + skippedCount: skippedCount, + message: failedCount > 0 + ? "TurboQuant benchmark completed with \(failedCount) failed case(s)." + : "TurboQuant benchmark completed.", + updatedAt: Date() + ) + ) + await FreezeBreadcrumbJournal.shared.record( + stage: failedCount > 0 ? "turboquant_bench.run.failed" : "turboquant_bench.run.complete", + runID: configuration.runID, + metadata: [ + "result_file": resultFileName, + "result_count": String(payload.results.count), + "failed_count": String(failedCount), + "skipped_count": String(skippedCount), + ], + enabled: true + ) + } catch { + await PinesTurboQuantBenchStatusWriter.shared.write( + PinesTurboQuantBenchStatus( + runID: configuration.runID, + state: "failed", + resultFileName: nil, + resultCount: 0, + failedCount: 1, + skippedCount: 0, + message: error.localizedDescription, + updatedAt: Date() + ) + ) + await FreezeBreadcrumbJournal.shared.record( + stage: "turboquant_bench.run.failed", + runID: configuration.runID, + metadata: ["error": error.localizedDescription], + enabled: true + ) + } + #endif + } +} +#endif diff --git a/Pines/Design/PinesDesignComponents.swift b/Pines/Design/PinesDesignComponents.swift index c293450..ef9cb59 100644 --- a/Pines/Design/PinesDesignComponents.swift +++ b/Pines/Design/PinesDesignComponents.swift @@ -2114,6 +2114,7 @@ struct PinesComposerBar Supplementary @ViewBuilder var leading: () -> Leading @ViewBuilder var field: () -> Field @@ -2123,6 +2124,7 @@ struct PinesComposerBar Supplementary, @ViewBuilder leading: @escaping () -> Leading, @ViewBuilder field: @escaping () -> Field, @@ -2131,6 +2133,7 @@ struct PinesComposerBar Leading, @ViewBuilder field: @escaping () -> Field, @ViewBuilder trailing: @escaping () -> Trailing @@ -2164,6 +2177,7 @@ extension PinesComposerBar where Supplementary == EmptyView { self.kind = kind self.maxWidth = maxWidth self.padding = padding + self.showsSurface = showsSurface self.supplementary = { EmptyView() } self.leading = leading self.field = field diff --git a/Pines/Persistence/GRDBPinesStore+Mapping.swift b/Pines/Persistence/GRDBPinesStore+Mapping.swift index e2e6f56..7aa3669 100644 --- a/Pines/Persistence/GRDBPinesStore+Mapping.swift +++ b/Pines/Persistence/GRDBPinesStore+Mapping.swift @@ -153,6 +153,15 @@ extension GRDBPinesStore { userMode: TurboQuantUserMode(rawValue: row["user_mode"]) ?? .balanced, turboQuantPreset: row["turboquant_preset"] as String?, valueBits: row["value_bits"] as Int?, + requestedRuntimeMode: (row["requested_runtime_mode"] as String?).flatMap(TurboQuantRuntimeMode.init(rawValue:)), + resolvedRuntimeMode: (row["resolved_runtime_mode"] as String?).flatMap(TurboQuantRuntimeMode.init(rawValue:)), + keyPrecision: (row["key_precision"] as String?).flatMap(TurboQuantKeyPrecision.init(rawValue:)), + valuePrecision: (row["value_precision"] as String?).flatMap(TurboQuantValuePrecision.init(rawValue:)), + precisionPolicy: decodeJSON(row["precision_policy_json"] as String?), + sparseValuePolicy: decodeJSON(row["sparse_value_policy_json"] as String?), + effectiveBackend: (row["effective_backend"] as String?).flatMap(TurboQuantAttentionBackendEngine.init(rawValue:)), + nativeBackendVersion: row["native_backend_version"] as String?, + decodedActiveKVBytes: row["decoded_active_kv_bytes"] as Int64?, groupSize: row["group_size"] as Int?, layoutVersion: row["layout_version"] as Int?, activeAttentionPath: (row["active_attention_path"] as String?).flatMap(TurboQuantAttentionPath.init(rawValue:)), diff --git a/Pines/Persistence/GRDBPinesStore.swift b/Pines/Persistence/GRDBPinesStore.swift index 11408c4..be5ce4e 100644 --- a/Pines/Persistence/GRDBPinesStore.swift +++ b/Pines/Persistence/GRDBPinesStore.swift @@ -1101,14 +1101,17 @@ actor GRDBPinesStore: (id, schema_version, evidence_level, compatibility_pair_id, model_id, model_revision, tokenizer_hash, profile_hash, fallback_contract_hash, device_class, hardware_model, os_build, user_mode, turboquant_preset, - value_bits, group_size, layout_version, active_attention_path, + value_bits, requested_runtime_mode, resolved_runtime_mode, + key_precision, value_precision, precision_policy_json, + sparse_value_policy_json, effective_backend, native_backend_version, + decoded_active_kv_bytes, group_size, layout_version, active_attention_path, speculative_dimensions_json, speculative_telemetry_json, speculative_auto_disable_json, platform_evidence_dimensions_json, admitted_context_tokens, peak_memory_bytes, prompt_tokens_per_second, decode_tokens_per_second_p50, decode_tokens_per_second_p95, first_token_latency_ms, quality_gate_json, memory_calibration_sample_id, revoked_reason, created_at) - VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) ON CONFLICT(id) DO UPDATE SET evidence_level = excluded.evidence_level, compatibility_pair_id = excluded.compatibility_pair_id, @@ -1123,6 +1126,15 @@ actor GRDBPinesStore: user_mode = excluded.user_mode, turboquant_preset = excluded.turboquant_preset, value_bits = excluded.value_bits, + requested_runtime_mode = excluded.requested_runtime_mode, + resolved_runtime_mode = excluded.resolved_runtime_mode, + key_precision = excluded.key_precision, + value_precision = excluded.value_precision, + precision_policy_json = excluded.precision_policy_json, + sparse_value_policy_json = excluded.sparse_value_policy_json, + effective_backend = excluded.effective_backend, + native_backend_version = excluded.native_backend_version, + decoded_active_kv_bytes = excluded.decoded_active_kv_bytes, group_size = excluded.group_size, layout_version = excluded.layout_version, active_attention_path = excluded.active_attention_path, @@ -1157,6 +1169,15 @@ actor GRDBPinesStore: evidence.userMode.rawValue, evidence.turboQuantPreset, evidence.valueBits, + evidence.requestedRuntimeMode?.rawValue, + evidence.resolvedRuntimeMode?.rawValue, + evidence.keyPrecision?.rawValue, + evidence.valuePrecision?.rawValue, + Self.encodeJSON(evidence.precisionPolicy), + Self.encodeJSON(evidence.sparseValuePolicy), + evidence.effectiveBackend?.rawValue, + evidence.nativeBackendVersion, + evidence.decodedActiveKVBytes, evidence.groupSize, evidence.layoutVersion, evidence.activeAttentionPath?.rawValue, @@ -1191,6 +1212,10 @@ actor GRDBPinesStore: mode: TurboQuantUserMode, fallbackContractHash: String? = nil, layoutVersion: Int? = nil, + runtimeMode: TurboQuantRuntimeMode? = nil, + effectiveBackend: TurboQuantAttentionBackendEngine? = nil, + precisionPolicy: TurboQuantKVPrecisionPolicy? = nil, + sparseValuePolicy: TurboQuantSparseValuePolicy? = nil, speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? = nil, platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions? = nil, minimumContextTokens: Int = 0 @@ -1240,6 +1265,24 @@ actor GRDBPinesStore: } else { conditions.append("layout_version IS NULL") } + if let runtimeMode { + conditions.append("(resolved_runtime_mode = ? OR (resolved_runtime_mode IS NULL AND requested_runtime_mode = ?))") + _ = arguments.append(contentsOf: StatementArguments([runtimeMode.rawValue, runtimeMode.rawValue])) + } + if let effectiveBackend { + conditions.append("effective_backend = ?") + _ = arguments.append(contentsOf: StatementArguments([effectiveBackend.rawValue])) + } + if let precisionPolicy { + conditions.append("precision_policy_json = ?") + _ = arguments.append(contentsOf: StatementArguments([Self.encodeJSON(precisionPolicy) ?? "null"])) + } + if let sparseValuePolicy { + conditions.append("(sparse_value_policy_json = ? OR (sparse_value_policy_json IS NULL AND ? = ?))") + let encoded = Self.encodeJSON(sparseValuePolicy) ?? "null" + let off = Self.encodeJSON(TurboQuantSparseValuePolicy.off) ?? "null" + _ = arguments.append(contentsOf: StatementArguments([encoded, encoded, off])) + } if let speculativeDimensions { conditions.append("speculative_dimensions_json = ?") _ = arguments.append(contentsOf: StatementArguments([Self.encodeJSON(speculativeDimensions) ?? "null"])) diff --git a/Pines/Runtime/DeviceRuntimeMonitor.swift b/Pines/Runtime/DeviceRuntimeMonitor.swift index 1831fba..2b06638 100644 --- a/Pines/Runtime/DeviceRuntimeMonitor.swift +++ b/Pines/Runtime/DeviceRuntimeMonitor.swift @@ -237,6 +237,8 @@ struct DeviceRuntimeMonitor: Sendable { .wideA18A19 case .sustainedA19Pro: .sustainedA19Pro + case .macAppleSilicon: + .macAppleSilicon case .mlxPackedFallback: .mlxPackedFallback } diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 4916be7..83e0f37 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-425d765aa7fa2b2cf111b9c43430054d82d02d07+mlx-swift-lm-6335ec8a2e25cff94c93992cb921d7a0345b4a22" + "mlx-swift-b187523536c6923562e3a81613e169da9321f812+mlx-swift-lm-1bf1cc246e17c48527a32c99fffcde41b84cd725" fileprivate static let shortContextPlainKVTokenThreshold = 16_384 fileprivate static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" @@ -584,6 +584,10 @@ struct MLXRuntimeBridge: Sendable { ) profile.quantization.activeFallbackReason = "Adaptive raw-first routing selected for short local request (\(requestTokens) tokens <= \(shortContextPlainKVTokenThreshold)); MLX uses raw SDPA when admitted and compressed TurboQuant if raw KV does not fit." + profile.quantization.turboQuantRuntimeMode = .auto + profile.quantization.turboQuantResolvedRuntimeMode = .rawPreferred + profile.quantization.turboQuantSparseValuePolicy = .off + profile.quantization.turboQuantEffectiveBackend = .rawSDPA profile.quantization.turboQuantProfileDiagnostics.append( "Short-context router selected adaptive raw-first TurboQuant because request_tokens=\(requestTokens) <= \(shortContextPlainKVTokenThreshold)." ) @@ -650,6 +654,15 @@ struct MLXRuntimeBridge: Sendable { devicePerformanceClass: profile.quantization.devicePerformanceClass, turboQuantOptimizationPolicy: profile.quantization.turboQuantOptimizationPolicy, turboQuantValueBits: profile.quantization.turboQuantValueBits, + turboQuantRuntimeMode: profile.quantization.turboQuantRuntimeMode, + turboQuantResolvedRuntimeMode: profile.quantization.turboQuantResolvedRuntimeMode, + turboQuantKeyPrecision: profile.quantization.turboQuantKeyPrecision, + turboQuantValuePrecision: profile.quantization.turboQuantValuePrecision, + turboQuantPrecisionPolicy: profile.quantization.turboQuantPrecisionPolicy, + turboQuantSparseValuePolicy: profile.quantization.turboQuantSparseValuePolicy, + turboQuantEffectiveBackend: profile.quantization.turboQuantEffectiveBackend, + turboQuantNativeBackendVersion: profile.quantization.turboQuantNativeBackendVersion, + turboQuantDecodedActiveKVBytes: profile.quantization.turboQuantDecodedActiveKVBytes, thermalDownshiftActive: profile.quantization.thermalDownshiftActive, runtimePressureReason: profile.quantization.runtimePressureReason, turboQuantProfileID: profile.quantization.turboQuantProfileID, @@ -785,6 +798,29 @@ struct MLXRuntimeBridge: Sendable { let estimatedScratchBytes = admissionPlan?.memoryZones.metalScratchReserveBytes ?? 0 let actualCompressedBytes = snapshot.map { Int64($0.keyBytes + $0.valueBytes) } let actualFallbackBytes = snapshot?.packedFallbackAllocated == true ? estimatedFallbackBytes : nil + #if PINES_TQ_WAVE6_API + let snapshotPrecisionPolicy = pinesTurboQuantPrecisionPolicy( + from: snapshot?.precisionPolicy + ) + let snapshotRequestedRuntimeMode = pinesTurboQuantRuntimeMode( + from: snapshot?.requestedRuntimeMode + ) + let snapshotResolvedRuntimeMode = pinesTurboQuantRuntimeMode( + from: snapshot?.resolvedRuntimeMode + ) + let snapshotSparseValuePolicy = pinesTurboQuantSparseValuePolicy( + from: snapshot?.sparseValuePolicy + ) + let snapshotDecodedActiveKVBytes = snapshot.map { + Int64($0.decodedActiveKeyBytes + $0.decodedActiveValueBytes) + } + #else + let snapshotPrecisionPolicy: PinesCore.TurboQuantKVPrecisionPolicy? = nil + let snapshotRequestedRuntimeMode: PinesCore.TurboQuantRuntimeMode? = nil + let snapshotResolvedRuntimeMode: PinesCore.TurboQuantRuntimeMode? = nil + let snapshotSparseValuePolicy: PinesCore.TurboQuantSparseValuePolicy? = nil + let snapshotDecodedActiveKVBytes: Int64? = profile.quantization.turboQuantDecodedActiveKVBytes + #endif let calibrationSample = RuntimeMemoryCalibrationSample( compatibilityPairID: Self.turboQuantCompatibilityPairID, runOutcome: outcome, @@ -819,6 +855,21 @@ struct MLXRuntimeBridge: Sendable { compatibilityPairID: Self.turboQuantCompatibilityPairID, admission: admissionPlan, selectedAttentionPath: selectedPath, + requestedRuntimeMode: snapshotRequestedRuntimeMode + ?? profile.quantization.turboQuantRuntimeMode, + resolvedRuntimeMode: snapshotResolvedRuntimeMode + ?? profile.quantization.turboQuantResolvedRuntimeMode, + keyPrecision: snapshotPrecisionPolicy?.key + ?? profile.quantization.turboQuantKeyPrecision, + valuePrecision: snapshotPrecisionPolicy?.value + ?? profile.quantization.turboQuantValuePrecision, + precisionPolicy: snapshotPrecisionPolicy + ?? profile.quantization.turboQuantPrecisionPolicy, + sparseValuePolicy: snapshotSparseValuePolicy + ?? profile.quantization.turboQuantSparseValuePolicy, + effectiveBackend: Self.pinesTurboQuantBackendEngine(for: selectedPath) + ?? profile.quantization.turboQuantEffectiveBackend, + nativeBackendVersion: profile.quantization.turboQuantNativeBackendVersion, rejectedPaths: failureKind.map { [RejectedPath(path: selectedPath?.rawValue ?? "local-runtime", reason: $0.rawValue)] } ?? [], @@ -830,6 +881,7 @@ struct MLXRuntimeBridge: Sendable { packedFallbackAllocated: snapshot?.packedFallbackAllocated, compressedKeyBytes: snapshot.map { Int64($0.keyBytes) }, compressedValueBytes: snapshot.map { Int64($0.valueBytes) }, + decodedActiveKVBytes: snapshotDecodedActiveKVBytes, inputTokens: inputTokens ?? contextPlan?.exactInputTokens, outputTokens: outputTokens, speculativeTelemetry: speculativeTelemetry, @@ -865,6 +917,38 @@ struct MLXRuntimeBridge: Sendable { + admissionPlan.memoryZones.decodedFallbackScratchBytes ) } + if let requestedMode = decision.requestedRuntimeMode { + metadata[LocalProviderMetadataKeys.turboQuantRuntimeMode] = requestedMode.rawValue + } + if let resolvedMode = decision.resolvedRuntimeMode { + metadata[LocalProviderMetadataKeys.turboQuantResolvedRuntimeMode] = resolvedMode.rawValue + } + if let keyPrecision = decision.keyPrecision { + metadata[LocalProviderMetadataKeys.turboQuantKeyPrecision] = keyPrecision.rawValue + } + if let valuePrecision = decision.valuePrecision { + metadata[LocalProviderMetadataKeys.turboQuantValuePrecision] = valuePrecision.rawValue + } + if let precisionPolicy = decision.precisionPolicy { + metadata[LocalProviderMetadataKeys.turboQuantPrecisionPolicyJSON] = + metadataJSON(precisionPolicy) + } + if let sparseValuePolicy = decision.sparseValuePolicy { + metadata[LocalProviderMetadataKeys.turboQuantSparseValuePolicyJSON] = + metadataJSON(sparseValuePolicy) + } + if let effectiveBackend = decision.effectiveBackend { + metadata[LocalProviderMetadataKeys.turboQuantEffectiveBackend] = + effectiveBackend.rawValue + } + if let nativeBackendVersion = decision.nativeBackendVersion { + metadata[LocalProviderMetadataKeys.turboQuantNativeBackendVersion] = + nativeBackendVersion + } + if let decodedActive = decision.decodedActiveKVBytes { + metadata[LocalProviderMetadataKeys.turboQuantDecodedActiveKVBytes] = + String(decodedActive) + } if let speculativeTelemetry { appendSpeculativeMetadata( to: &metadata, @@ -1055,6 +1139,18 @@ struct MLXRuntimeBridge: Sendable { ? nil : deviceMonitor.currentProfile().turboQuantOptimizationPolicy, turboQuantValueBits: PinesCore.TurboQuantPreset.defaultGeneration.defaultValueBits, + turboQuantRuntimeMode: .auto, + turboQuantResolvedRuntimeMode: nil, + turboQuantKeyPrecision: .fp16OrQ8, + turboQuantValuePrecision: .turbo4v2, + turboQuantPrecisionPolicy: PinesCore.TurboQuantKVPrecisionPolicy( + key: .fp16OrQ8, + value: .turbo4v2 + ), + turboQuantSparseValuePolicy: .productDefault, + turboQuantEffectiveBackend: Self.pinesTurboQuantBackendEngine( + for: linked ? backend.activeAttentionPath : .baseline + ), thermalDownshiftActive: memoryCounters.thermalDownshiftActive, runtimePressureReason: memoryCounters.runtimePressureReason, lastUnsupportedAttentionShape: backend.lastUnsupportedAttentionShape, @@ -1146,6 +1242,24 @@ struct MLXRuntimeBridge: Sendable { turboQuantOptimizationPolicy: turboQuantDefaults?.optimizationPolicy ?? deviceProfile.turboQuantOptimizationPolicy, turboQuantValueBits: admission.useTurboQuant ? turboQuantDefaults?.valueBits : nil, + turboQuantRuntimeMode: admission.useTurboQuant + ? turboQuantDefaults?.runtimeMode ?? .auto + : .auto, + turboQuantKeyPrecision: admission.useTurboQuant + ? turboQuantDefaults?.precisionPolicy.key + : nil, + turboQuantValuePrecision: admission.useTurboQuant + ? turboQuantDefaults?.precisionPolicy.value + : nil, + turboQuantPrecisionPolicy: admission.useTurboQuant + ? turboQuantDefaults?.precisionPolicy + : nil, + turboQuantSparseValuePolicy: admission.useTurboQuant + ? turboQuantDefaults?.sparseValuePolicy ?? .productDefault + : .off, + turboQuantEffectiveBackend: admission.useTurboQuant && linked + ? Self.pinesTurboQuantBackendEngine(for: backend.activeAttentionPath) + : .rawSDPA, turboQuantLayoutVersion: admission.useTurboQuant ? Self.turboQuantLayoutVersion : nil, thermalDownshiftActive: deviceProfile.thermalDownshiftActive, runtimePressureReason: deviceProfile.runtimePressureReason, @@ -1205,6 +1319,9 @@ struct MLXRuntimeBridge: Sendable { var requestedBackend: PinesCore.TurboQuantRuntimeBackend var groupSize: Int var valueBits: Int? + var runtimeMode: PinesCore.TurboQuantRuntimeMode + var precisionPolicy: PinesCore.TurboQuantKVPrecisionPolicy + var sparseValuePolicy: PinesCore.TurboQuantSparseValuePolicy var optimizationPolicy: PinesCore.TurboQuantOptimizationPolicy var profileID: String? var profileSource: String @@ -1842,6 +1959,30 @@ struct MLXRuntimeBridge: Sendable { from plan: PinesCore.TurboQuantMemoryPlan ) -> MLXLMCommon.TurboQuantMemoryPlan? { guard let footprint = plan.layerFootprint else { return nil } + let layerFootprint = MLXLMCommon.TurboQuantLayerCacheFootprint( + layerCount: footprint.layerCount, + kvHeadCount: footprint.kvHeadCount, + headDimension: footprint.headDimension, + groupSize: footprint.groupSize, + preset: mlxTurboQuantAdmissionPreset(from: footprint.preset), + valueBits: footprint.valueBits + ) + let runtimeZones = MLXLMCommon.TurboQuantRuntimeMemoryZones( + availableAppMemoryBytes: plan.runtimeZones.availableAppMemoryBytes, + runtimeBudgetBytes: plan.runtimeZones.runtimeBudgetBytes, + mlxActiveBytes: plan.runtimeZones.mlxActiveBytes, + mlxCacheBytes: plan.runtimeZones.mlxCacheBytes, + modelResidentBytes: plan.runtimeZones.modelResidentBytes, + compressedKVBytes: plan.runtimeZones.compressedKVBytes, + rawShadowBytes: plan.runtimeZones.rawShadowBytes, + fallbackReserveBytes: plan.runtimeZones.fallbackReserveBytes, + scratchBytes: plan.runtimeZones.scratchBytes, + promptAndTokenizerBytes: plan.runtimeZones.promptAndTokenizerBytes, + uiReserveBytes: plan.runtimeZones.uiReserveBytes, + safetyReserveBytes: plan.runtimeZones.safetyReserveBytes, + rollingSummaryBytes: plan.runtimeZones.rollingSummaryBytes + ) + #if PINES_TQ_WAVE6_API return MLXLMCommon.TurboQuantMemoryPlan( requestedContextLength: plan.requestedContextLength, admittedContextLength: plan.admittedContextLength, @@ -1851,36 +1992,42 @@ struct MLXRuntimeBridge: Sendable { valueBits: plan.valueBits, groupSize: plan.groupSize, fallbackPolicy: mlxTurboQuantFallbackPolicy(from: plan.fallbackPolicy), + requestedRuntimeMode: mlxTurboQuantRuntimeMode(from: plan.requestedRuntimeMode), + resolvedRuntimeMode: mlxTurboQuantRuntimeMode(from: plan.resolvedRuntimeMode), + precisionPolicy: plan.precisionPolicy.map { mlxTurboQuantPrecisionPolicy(from: $0) }, + runtimeFallbackReason: plan.runtimeFallbackReason, rawBytesPerToken: plan.rawBytesPerToken, packedFallbackBytesPerToken: plan.packedFallbackBytesPerToken, compressedBytesPerToken: plan.compressedBytesPerToken, - layerFootprint: MLXLMCommon.TurboQuantLayerCacheFootprint( - layerCount: footprint.layerCount, - kvHeadCount: footprint.kvHeadCount, - headDimension: footprint.headDimension, - groupSize: footprint.groupSize, - preset: mlxTurboQuantAdmissionPreset(from: footprint.preset), - valueBits: footprint.valueBits - ), + compressedKeyBytes: plan.compressedKeyBytes, + compressedValueBytes: plan.compressedValueBytes, + decodedActiveKVBytes: plan.decodedActiveKVBytes ?? 0, + layerFootprint: layerFootprint, usesRawShadow: plan.usesRawShadow, packedFallbackEnabled: plan.packedFallbackEnabled, usesRollingSummaryMemory: plan.usesRollingSummaryMemory, - runtimeZones: MLXLMCommon.TurboQuantRuntimeMemoryZones( - availableAppMemoryBytes: plan.runtimeZones.availableAppMemoryBytes, - runtimeBudgetBytes: plan.runtimeZones.runtimeBudgetBytes, - mlxActiveBytes: plan.runtimeZones.mlxActiveBytes, - mlxCacheBytes: plan.runtimeZones.mlxCacheBytes, - modelResidentBytes: plan.runtimeZones.modelResidentBytes, - compressedKVBytes: plan.runtimeZones.compressedKVBytes, - rawShadowBytes: plan.runtimeZones.rawShadowBytes, - fallbackReserveBytes: plan.runtimeZones.fallbackReserveBytes, - scratchBytes: plan.runtimeZones.scratchBytes, - promptAndTokenizerBytes: plan.runtimeZones.promptAndTokenizerBytes, - uiReserveBytes: plan.runtimeZones.uiReserveBytes, - safetyReserveBytes: plan.runtimeZones.safetyReserveBytes, - rollingSummaryBytes: plan.runtimeZones.rollingSummaryBytes - ) + runtimeZones: runtimeZones + ) + #else + return MLXLMCommon.TurboQuantMemoryPlan( + requestedContextLength: plan.requestedContextLength, + admittedContextLength: plan.admittedContextLength, + requestedMode: mlxTurboQuantUserMode(from: plan.requestedMode), + effectiveMode: mlxTurboQuantUserMode(from: plan.effectiveMode), + preset: mlxTurboQuantAdmissionPreset(from: plan.preset), + valueBits: plan.valueBits, + groupSize: plan.groupSize, + fallbackPolicy: mlxTurboQuantFallbackPolicy(from: plan.fallbackPolicy), + rawBytesPerToken: plan.rawBytesPerToken, + packedFallbackBytesPerToken: plan.packedFallbackBytesPerToken, + compressedBytesPerToken: plan.compressedBytesPerToken, + layerFootprint: layerFootprint, + usesRawShadow: plan.usesRawShadow, + packedFallbackEnabled: plan.packedFallbackEnabled, + usesRollingSummaryMemory: plan.usesRollingSummaryMemory, + runtimeZones: runtimeZones ) + #endif } private static func mlxTurboQuantAdmissionDowngrades( @@ -1919,21 +2066,33 @@ struct MLXRuntimeBridge: Sendable { ) -> MLXLMCommon.TurboQuantAdmissionDowngradeReason { switch reason { case .releasedRawShadow: - .releasedRawShadow + return .releasedRawShadow case .disabledPackedFallback: - .disabledPackedFallback + return .disabledPackedFallback case .loweredValueBits: - .loweredValueBits + return .loweredValueBits + case .loweredValuePrecision: + #if PINES_TQ_WAVE6_API + return .loweredValuePrecision + #else + return .loweredValueBits + #endif + case .keyPrecisionEvidenceRequired: + #if PINES_TQ_WAVE6_API + return .keyPrecisionEvidenceRequired + #else + return .loweredValueBits + #endif case .movedBalancedToMaxContext: - .movedBalancedToMaxContext + return .movedBalancedToMaxContext case .reducedContext: - .reducedContext + return .reducedContext case .rollingSummaryMemory: - .rollingSummaryMemory + return .rollingSummaryMemory case .thermalOrBatterySaver: - .thermalOrBatterySaver + return .thermalOrBatterySaver case .refusedInsufficientMemory: - .refusedInsufficientMemory + return .refusedInsufficientMemory } } @@ -1993,7 +2152,36 @@ struct MLXRuntimeBridge: Sendable { private static func coreTurboQuantMemoryPlan( from plan: MLXLMCommon.TurboQuantMemoryPlan ) -> PinesCore.TurboQuantMemoryPlan { - PinesCore.TurboQuantMemoryPlan( + let layerFootprint = coreTurboQuantLayerCacheFootprint(from: plan.layerFootprint) + let runtimeZones = coreTurboQuantRuntimeMemoryZones(from: plan.runtimeZones) + #if PINES_TQ_WAVE6_API + return PinesCore.TurboQuantMemoryPlan( + requestedContextLength: plan.requestedContextLength, + admittedContextLength: plan.admittedContextLength, + requestedMode: coreTurboQuantUserMode(from: plan.requestedMode), + effectiveMode: coreTurboQuantUserMode(from: plan.effectiveMode), + preset: coreTurboQuantPreset(from: plan.preset), + valueBits: plan.valueBits, + groupSize: plan.groupSize, + fallbackPolicy: coreTurboQuantFallbackPolicy(from: plan.fallbackPolicy), + requestedRuntimeMode: pinesTurboQuantRuntimeMode(from: plan.requestedRuntimeMode), + resolvedRuntimeMode: pinesTurboQuantRuntimeMode(from: plan.resolvedRuntimeMode), + precisionPolicy: pinesTurboQuantPrecisionPolicy(from: plan.precisionPolicy), + runtimeFallbackReason: plan.runtimeFallbackReason, + rawBytesPerToken: plan.rawBytesPerToken, + packedFallbackBytesPerToken: plan.packedFallbackBytesPerToken, + compressedBytesPerToken: plan.compressedBytesPerToken, + compressedKeyBytes: plan.compressedKeyBytes, + compressedValueBytes: plan.compressedValueBytes, + decodedActiveKVBytes: plan.decodedActiveKVBytes, + layerFootprint: layerFootprint, + usesRawShadow: plan.usesRawShadow, + packedFallbackEnabled: plan.packedFallbackEnabled, + usesRollingSummaryMemory: plan.usesRollingSummaryMemory, + runtimeZones: runtimeZones + ) + #else + return PinesCore.TurboQuantMemoryPlan( requestedContextLength: plan.requestedContextLength, admittedContextLength: plan.admittedContextLength, requestedMode: coreTurboQuantUserMode(from: plan.requestedMode), @@ -2005,12 +2193,13 @@ struct MLXRuntimeBridge: Sendable { rawBytesPerToken: plan.rawBytesPerToken, packedFallbackBytesPerToken: plan.packedFallbackBytesPerToken, compressedBytesPerToken: plan.compressedBytesPerToken, - layerFootprint: coreTurboQuantLayerCacheFootprint(from: plan.layerFootprint), + layerFootprint: layerFootprint, usesRawShadow: plan.usesRawShadow, packedFallbackEnabled: plan.packedFallbackEnabled, usesRollingSummaryMemory: plan.usesRollingSummaryMemory, - runtimeZones: coreTurboQuantRuntimeMemoryZones(from: plan.runtimeZones) + runtimeZones: runtimeZones ) + #endif } private static func coreTurboQuantLayerCacheFootprint( @@ -2112,6 +2301,10 @@ struct MLXRuntimeBridge: Sendable { .disabledPackedFallback case .loweredValueBits: .loweredValueBits + case .loweredValuePrecision: + .loweredValuePrecision + case .keyPrecisionEvidenceRequired: + .keyPrecisionEvidenceRequired case .movedBalancedToMaxContext: .movedBalancedToMaxContext case .reducedContext: @@ -2155,11 +2348,29 @@ struct MLXRuntimeBridge: Sendable { } guard let profile = selection.profile else { continue } let profilePolicy = Self.coreTurboQuantOptimizationPolicy(from: profile.optimizationPolicy) + #if PINES_TQ_WAVE6_API + let precisionPolicy = + profile.isQwen35Or36Family + ? PinesCore.TurboQuantKVPrecisionPolicy(key: .fp16OrQ8, value: .turbo4v2) + : Self.coreTurboQuantPrecisionPolicy(from: profile.turboQuant.precisionPolicy) + let runtimeMode = + PinesCore.TurboQuantRuntimeMode(rawValue: profile.turboQuant.runtimeMode.rawValue) + ?? .auto + #else + let precisionPolicy = PinesCore.TurboQuantKVPrecisionPolicy( + key: .fp16OrQ8, + value: profile.valueBits == 8 ? .turbo8 : .turbo4v2 + ) + let runtimeMode = PinesCore.TurboQuantRuntimeMode.auto + #endif return TurboQuantRuntimeDefaults( preset: Self.coreTurboQuantPreset(from: profile.recommendedScheme.preset), requestedBackend: Self.coreTurboQuantBackend(from: profile.backend), groupSize: profile.groupSize, valueBits: profile.valueBits, + runtimeMode: runtimeMode, + precisionPolicy: precisionPolicy, + sparseValuePolicy: .productDefault, optimizationPolicy: profilePolicy, profileID: profile.id, profileSource: "bundled", @@ -2173,6 +2384,9 @@ struct MLXRuntimeBridge: Sendable { requestedBackend: .metalPolarQJL, groupSize: 64, valueBits: PinesCore.TurboQuantPreset.conservativeFallback.defaultValueBits, + runtimeMode: .auto, + precisionPolicy: PinesCore.TurboQuantKVPrecisionPolicy(key: .fp16OrQ8, value: .turbo4v2), + sparseValuePolicy: .productDefault, optimizationPolicy: deviceOptimizationPolicy, profileID: nil, profileSource: "generic_conservative_fallback", @@ -2180,6 +2394,22 @@ struct MLXRuntimeBridge: Sendable { ) } + private static func pinesTurboQuantBackendEngine( + for path: PinesCore.TurboQuantAttentionPath? + ) -> PinesCore.TurboQuantAttentionBackendEngine? { + guard let path else { return nil } + switch path { + case .baseline: + return .rawSDPA + case .onlineFused, .tiledOnlineFused, .twoStageCompressed: + return .swiftMetalKernel + case .mlxPackedFallback: + return .decodedReference + case .unavailable: + return .unavailable + } + } + private func turboQuantBackendSnapshot() -> ( requested: PinesCore.TurboQuantRuntimeBackend, active: PinesCore.TurboQuantRuntimeBackend?, @@ -2315,6 +2545,20 @@ struct MLXRuntimeBridge: Sendable { PinesCore.TurboQuantOptimizationPolicy(rawValue: policy.rawValue) ?? .auto } + #if PINES_TQ_WAVE6_API + private static func coreTurboQuantPrecisionPolicy( + from policy: MLXLMCommon.TurboQuantKVPrecisionPolicy? + ) -> PinesCore.TurboQuantKVPrecisionPolicy { + guard let policy, + let key = PinesCore.TurboQuantKeyPrecision(rawValue: policy.key.rawValue), + let value = PinesCore.TurboQuantValuePrecision(rawValue: policy.value.rawValue) + else { + return PinesCore.TurboQuantKVPrecisionPolicy(key: .fp16OrQ8, value: .turbo4v2) + } + return PinesCore.TurboQuantKVPrecisionPolicy(key: key, value: value) + } + #endif + #endif private static func parameterCountBillionScale(for install: ModelInstall) -> Double? { @@ -4356,6 +4600,48 @@ private actor MLXRuntimeState { Self.mlxKVCacheStrategy(from: profile.quantization.kvCacheStrategy) } + #if PINES_TQ_WAVE6_API + return GenerateParameters( + maxTokens: maxTokensOverride ?? request.sampling.maxTokens, + maxKVSize: resolvedMaxKVSize, + kvBits: profile.quantization.kvCacheStrategy == .turboQuant ? nil : profile.quantization.kvBits, + kvGroupSize: profile.quantization.kvGroupSize, + quantizedKVStart: profile.quantization.quantizedKVStart, + kvCacheStrategy: resolvedMLXKVCacheStrategy, + turboQuantPreset: Self.mlxTurboQuantPreset(from: profile.quantization.preset), + turboQuantBackend: Self.mlxTurboQuantBackend(from: profile.quantization.requestedBackend), + turboQuantOptimizationPolicy: Self.mlxTurboQuantOptimizationPolicy( + from: profile.quantization.turboQuantOptimizationPolicy + ), + turboQuantSeed: turboQuantSeed, + turboQuantValueBits: Self.resolvedTurboQuantValueBits(for: profile, install: install), + turboQuantRuntimeMode: Self.mlxTurboQuantRuntimeMode( + from: profile.quantization.turboQuantRuntimeMode + ), + turboQuantPrecisionPolicy: Self.mlxTurboQuantPrecisionPolicy(from: profile.quantization), + turboQuantSparseValuePolicy: Self.mlxTurboQuantSparseValuePolicy( + from: profile.quantization.turboQuantSparseValuePolicy ?? .productDefault + ), + turboQuantAdmissionPolicy: profile.quantization.kvCacheStrategy == .turboQuant ? .required : .disabled, + turboQuantAdmission: turboQuantAdmission, + turboQuantPerCacheResidentBudgetBytes: turboQuantPerCacheResidentBudgetBytes(), + turboQuantAdmissionProfile: turboQuantAdmissionProfile, + turboQuantRequestedContextLength: turboQuantRequestedContextLength, + turboQuantRawSDPAThreshold: MLXRuntimeBridge.shortContextPlainKVTokenThreshold, + turboQuantPromptTokenCount: promptTokenCount, + turboQuantUserMode: turboQuantUserMode( + from: turboQuantAdmissionPlan?.selectedMode + ?? profile.quantization.turboQuantAdmission?.selectedMode + ?? profile.quantization.turboQuantUserMode + ), + turboQuantFallbackPolicy: turboQuantFallbackPolicy, + temperature: request.sampling.temperature, + topP: request.sampling.topP, + repetitionPenalty: resolvedRepetitionPenalty, + repetitionContextSize: profile.repetitionContextSize, + prefillStepSize: profile.prefillStepSize + ) + #else return GenerateParameters( maxTokens: maxTokensOverride ?? request.sampling.maxTokens, maxKVSize: resolvedMaxKVSize, @@ -4389,6 +4675,7 @@ private actor MLXRuntimeState { repetitionContextSize: profile.repetitionContextSize, prefillStepSize: profile.prefillStepSize ) + #endif } private static func localTurboQuantDefaultRepetitionPenalty( @@ -4576,6 +4863,135 @@ private actor MLXRuntimeState { return MLXLMCommon.TurboQuantBackend(rawValue: backend.rawValue) ?? .metalPolarQJL } + #if PINES_TQ_WAVE6_API + private static func mlxTurboQuantRuntimeMode( + from mode: PinesCore.TurboQuantRuntimeMode? + ) -> MLXLMCommon.TurboQuantRuntimeMode { + guard let mode else { return .auto } + return MLXLMCommon.TurboQuantRuntimeMode(rawValue: mode.rawValue) ?? .auto + } + + private static func mlxTurboQuantPrecisionPolicy( + from quantization: PinesCore.QuantizationProfile + ) -> MLXLMCommon.TurboQuantKVPrecisionPolicy? { + if let policy = quantization.turboQuantPrecisionPolicy { + return mlxTurboQuantPrecisionPolicy(from: policy) + } + guard quantization.kvCacheStrategy == .turboQuant else { return nil } + let key = quantization.turboQuantKeyPrecision ?? .fp16OrQ8 + let value = + quantization.turboQuantValuePrecision + ?? (quantization.turboQuantValueBits == 8 ? .turbo8 : .turbo4v2) + return mlxTurboQuantPrecisionPolicy( + from: PinesCore.TurboQuantKVPrecisionPolicy(key: key, value: value) + ) + } + + private static func mlxTurboQuantPrecisionPolicy( + from policy: PinesCore.TurboQuantKVPrecisionPolicy + ) -> MLXLMCommon.TurboQuantKVPrecisionPolicy { + MLXLMCommon.TurboQuantKVPrecisionPolicy( + key: MLXLMCommon.TurboQuantKeyPrecision(rawValue: policy.key.rawValue) ?? .fp16OrQ8, + value: MLXLMCommon.TurboQuantValuePrecision(rawValue: policy.value.rawValue) + ?? .turbo4v2, + boundary: mlxTurboQuantBoundaryPolicy(from: policy.boundary) + ) + } + + private static func mlxTurboQuantBoundaryPolicy( + from policy: PinesCore.TurboQuantBoundaryPolicy + ) -> MLXLMCommon.TurboQuantBoundaryPolicy { + switch policy { + case .profileDefault: + return .profileDefault + case .disabled: + return .disabled + case .protectedEdges(let first, let last): + return .protectedEdges(first: first, last: last) + case .custom(let layers): + return .custom(layers) + } + } + + private static func mlxTurboQuantSparseValuePolicy( + from policy: PinesCore.TurboQuantSparseValuePolicy + ) -> MLXLMCommon.TurboQuantSparseValuePolicy { + switch policy { + case .off: + return .off + case .auto(let threshold): + return .auto(threshold: threshold) + case .force(let threshold): + return .force(threshold: threshold) + } + } + + private static func pinesTurboQuantRuntimeMode( + from mode: MLXLMCommon.TurboQuantRuntimeMode? + ) -> PinesCore.TurboQuantRuntimeMode? { + mode.flatMap { PinesCore.TurboQuantRuntimeMode(rawValue: $0.rawValue) } + } + + private static func pinesTurboQuantPrecisionPolicy( + from policy: MLXLMCommon.TurboQuantKVPrecisionPolicy? + ) -> PinesCore.TurboQuantKVPrecisionPolicy? { + guard let policy, + let key = PinesCore.TurboQuantKeyPrecision(rawValue: policy.key.rawValue), + let value = PinesCore.TurboQuantValuePrecision(rawValue: policy.value.rawValue) + else { return nil } + return PinesCore.TurboQuantKVPrecisionPolicy( + key: key, + value: value, + boundary: pinesTurboQuantBoundaryPolicy(from: policy.boundary) + ) + } + + private static func pinesTurboQuantBoundaryPolicy( + from policy: MLXLMCommon.TurboQuantBoundaryPolicy + ) -> PinesCore.TurboQuantBoundaryPolicy { + switch policy { + case .profileDefault: + return .profileDefault + case .disabled: + return .disabled + case .protectedEdges(let first, let last): + return .protectedEdges(first: first, last: last) + case .custom(let layers): + return .custom(layers) + } + } + + private static func pinesTurboQuantSparseValuePolicy( + from policy: MLXLMCommon.TurboQuantSparseValuePolicy? + ) -> PinesCore.TurboQuantSparseValuePolicy? { + guard let policy else { return nil } + switch policy { + case .off: + return .off + case .auto(let threshold): + return .auto(threshold: threshold) + case .force(let threshold): + return .force(threshold: threshold) + } + } + #endif + + private static func pinesTurboQuantBackendEngine( + for path: PinesCore.TurboQuantAttentionPath? + ) -> PinesCore.TurboQuantAttentionBackendEngine? { + guard let path else { return nil } + switch path { + case .baseline: + return .rawSDPA + case .onlineFused, .tiledOnlineFused, .twoStageCompressed: + return .swiftMetalKernel + case .mlxPackedFallback: + return .decodedReference + case .unavailable: + return .unavailable + } + } + private static func turboQuantValueBits(from cache: any TurboQuantCompressedKVCacheProtocol) -> Int { if let cache = cache as? TurboQuantKVCache { return cache.valueBits @@ -4601,6 +5017,7 @@ private actor MLXRuntimeState { let cacheCounts = cacheCounts(from: cache) if let turboQuantCache = cache.compactMap({ $0 as? TurboQuantCompressedKVCacheProtocol }).first { let diagnostics = turboQuantCache.attentionDiagnostics + let snapshot = turboQuantCache.runtimeSnapshot() var metadata: [String: String] = [ LocalProviderMetadataKeys.turboQuantPreset: turboQuantCache.preset.rawValue, LocalProviderMetadataKeys.turboQuantRequestedBackend: turboQuantCache.requestedBackend.rawValue, @@ -4621,6 +5038,73 @@ private actor MLXRuntimeState { LocalProviderMetadataKeys.attentionCacheCount: String(cacheCounts.attention), LocalProviderMetadataKeys.nativeStateCacheCount: String(cacheCounts.nativeState), ] + #if PINES_TQ_WAVE6_API + let requestedRuntimeMode: PinesCore.TurboQuantRuntimeMode? = + pinesTurboQuantRuntimeMode(from: snapshot.requestedRuntimeMode) + let resolvedRuntimeMode: PinesCore.TurboQuantRuntimeMode? = + pinesTurboQuantRuntimeMode(from: snapshot.resolvedRuntimeMode) + let precisionPolicy: PinesCore.TurboQuantKVPrecisionPolicy? = + pinesTurboQuantPrecisionPolicy(from: snapshot.precisionPolicy) + let sparseValuePolicy: PinesCore.TurboQuantSparseValuePolicy? = + pinesTurboQuantSparseValuePolicy(from: snapshot.sparseValuePolicy) + let selectedPath = PinesCore.TurboQuantAttentionPath(rawValue: snapshot.selectedPath ?? "") + ?? PinesCore.TurboQuantAttentionPath(rawValue: diagnostics.activeAttentionPath.rawValue) + let effectiveBackend = + diagnostics.nativeBackend == nil + ? pinesTurboQuantBackendEngine(for: selectedPath) + : PinesCore.TurboQuantAttentionBackendEngine.nativeMLX + let nativeBackendVersion = diagnostics.nativeBackendVersion.map(String.init) + let decodedActiveKVBytes = snapshot.decodedActiveKeyBytes + snapshot.decodedActiveValueBytes + #else + let requestedRuntimeMode: PinesCore.TurboQuantRuntimeMode? = + profile.quantization.turboQuantRuntimeMode + let resolvedRuntimeMode: PinesCore.TurboQuantRuntimeMode? = + profile.quantization.turboQuantResolvedRuntimeMode + let precisionPolicy: PinesCore.TurboQuantKVPrecisionPolicy? = + profile.quantization.turboQuantPrecisionPolicy + let sparseValuePolicy: PinesCore.TurboQuantSparseValuePolicy? = + profile.quantization.turboQuantSparseValuePolicy + let selectedPath = snapshot.lastAttentionPath.flatMap(PinesCore.TurboQuantAttentionPath.init(rawValue:)) + ?? PinesCore.TurboQuantAttentionPath(rawValue: diagnostics.activeAttentionPath.rawValue) + let effectiveBackend = pinesTurboQuantBackendEngine(for: selectedPath) + ?? profile.quantization.turboQuantEffectiveBackend + let nativeBackendVersion = profile.quantization.turboQuantNativeBackendVersion + let decodedActiveKVBytes = profile.quantization.turboQuantDecodedActiveKVBytes.map { + Int($0) + } ?? 0 + #endif + if let requestedRuntimeMode { + metadata[LocalProviderMetadataKeys.turboQuantRuntimeMode] = requestedRuntimeMode.rawValue + } + if let resolvedRuntimeMode { + metadata[LocalProviderMetadataKeys.turboQuantResolvedRuntimeMode] = resolvedRuntimeMode.rawValue + } + if let keyPrecision = precisionPolicy?.key ?? profile.quantization.turboQuantKeyPrecision { + metadata[LocalProviderMetadataKeys.turboQuantKeyPrecision] = keyPrecision.rawValue + } + if let valuePrecision = precisionPolicy?.value ?? profile.quantization.turboQuantValuePrecision { + metadata[LocalProviderMetadataKeys.turboQuantValuePrecision] = valuePrecision.rawValue + } + if let precisionPolicy { + metadata[LocalProviderMetadataKeys.turboQuantPrecisionPolicyJSON] = + MLXRuntimeBridge.metadataJSON(precisionPolicy) + } + if let sparseValuePolicy { + metadata[LocalProviderMetadataKeys.turboQuantSparseValuePolicyJSON] = + MLXRuntimeBridge.metadataJSON(sparseValuePolicy) + } + if let effectiveBackend { + metadata[LocalProviderMetadataKeys.turboQuantEffectiveBackend] = + effectiveBackend.rawValue + } + if let nativeBackendVersion { + metadata[LocalProviderMetadataKeys.turboQuantNativeBackendVersion] = + nativeBackendVersion + } + if decodedActiveKVBytes > 0 { + metadata[LocalProviderMetadataKeys.turboQuantDecodedActiveKVBytes] = + String(decodedActiveKVBytes) + } if let maxKVSize = profile.quantization.maxKVSize { metadata[LocalProviderMetadataKeys.runtimeMaxKVSize] = String(maxKVSize) } @@ -4677,6 +5161,40 @@ private actor MLXRuntimeState { if turboQuantPlanned, let valueBits = quantization.turboQuantValueBits { metadata[LocalProviderMetadataKeys.turboQuantValueBits] = String(valueBits) } + if turboQuantPlanned { + metadata[LocalProviderMetadataKeys.turboQuantRuntimeMode] = + quantization.turboQuantRuntimeMode.rawValue + } + if turboQuantPlanned, let resolvedRuntimeMode = quantization.turboQuantResolvedRuntimeMode { + metadata[LocalProviderMetadataKeys.turboQuantResolvedRuntimeMode] = + resolvedRuntimeMode.rawValue + } + if turboQuantPlanned, let keyPrecision = quantization.turboQuantKeyPrecision { + metadata[LocalProviderMetadataKeys.turboQuantKeyPrecision] = keyPrecision.rawValue + } + if turboQuantPlanned, let valuePrecision = quantization.turboQuantValuePrecision { + metadata[LocalProviderMetadataKeys.turboQuantValuePrecision] = valuePrecision.rawValue + } + if turboQuantPlanned, let precisionPolicy = quantization.turboQuantPrecisionPolicy { + metadata[LocalProviderMetadataKeys.turboQuantPrecisionPolicyJSON] = + MLXRuntimeBridge.metadataJSON(precisionPolicy) + } + if turboQuantPlanned, let sparseValuePolicy = quantization.turboQuantSparseValuePolicy { + metadata[LocalProviderMetadataKeys.turboQuantSparseValuePolicyJSON] = + MLXRuntimeBridge.metadataJSON(sparseValuePolicy) + } + if turboQuantPlanned, let effectiveBackend = quantization.turboQuantEffectiveBackend { + metadata[LocalProviderMetadataKeys.turboQuantEffectiveBackend] = + effectiveBackend.rawValue + } + if turboQuantPlanned, let nativeBackendVersion = quantization.turboQuantNativeBackendVersion { + metadata[LocalProviderMetadataKeys.turboQuantNativeBackendVersion] = + nativeBackendVersion + } + if turboQuantPlanned, let decodedActive = quantization.turboQuantDecodedActiveKVBytes { + metadata[LocalProviderMetadataKeys.turboQuantDecodedActiveKVBytes] = + String(decodedActive) + } if turboQuantPlanned, let requestedBackend = quantization.requestedBackend { metadata[LocalProviderMetadataKeys.turboQuantRequestedBackend] = requestedBackend.rawValue } diff --git a/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift b/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift index 264de80..bec826f 100644 --- a/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift +++ b/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift @@ -2647,7 +2647,8 @@ private struct ArtifactsResearchChatWorkspace: View { PinesComposerBar( kind: .chrome, maxWidth: 860, - padding: theme.spacing.small, + padding: 0, + showsSurface: false, supplementary: { if let clarificationDraft { ArtifactsResearchClarificationPanel( @@ -2700,7 +2701,6 @@ private struct ArtifactsResearchChatWorkspace: View { .padding(.horizontal, theme.spacing.large) .padding(.vertical, theme.spacing.small) .frame(maxWidth: .infinity) - .background(theme.colors.chromeBackground) } private var researchSettingsButton: some View { diff --git a/Pines/Views/Models/ModelsViewComponents.swift b/Pines/Views/Models/ModelsViewComponents.swift index 00cbcd7..d835005 100644 --- a/Pines/Views/Models/ModelsViewComponents.swift +++ b/Pines/Views/Models/ModelsViewComponents.swift @@ -1093,6 +1093,11 @@ private extension RuntimeProfileEvidence { groupSize.map { "group=\($0)" }, layoutVersion.map { "layout=v\($0)" }, activeAttentionPath.map { "path=\($0.rawValue)" }, + resolvedRuntimeMode.map { "runtime=\($0.rawValue)" }, + keyPrecision.map { "K=\($0.rawValue)" }, + valuePrecision.map { "V=\($0.rawValue)" }, + effectiveBackend.map { "backend=\($0.rawValue)" }, + sparseValuePolicy?.threshold.map { "sparseV=\($0)" }, speculativeDimensions?.tupleSummaryParts.joined(separator: " "), "mode=\(userMode.rawValue)", "context=\(admittedContextTokens)", diff --git a/Sources/PinesCore/Inference/InferenceTypes.swift b/Sources/PinesCore/Inference/InferenceTypes.swift index 1c0fb98..6ff611c 100644 --- a/Sources/PinesCore/Inference/InferenceTypes.swift +++ b/Sources/PinesCore/Inference/InferenceTypes.swift @@ -17,6 +17,15 @@ public enum LocalProviderMetadataKeys { public static let turboQuantRequestedBackend = "local.turboquant.requested_backend" public static let turboQuantActiveBackend = "local.turboquant.active_backend" public static let turboQuantValueBits = "local.turboquant.value_bits" + public static let turboQuantRuntimeMode = "local.turboquant.runtime_mode" + public static let turboQuantResolvedRuntimeMode = "local.turboquant.resolved_runtime_mode" + public static let turboQuantKeyPrecision = "local.turboquant.key_precision" + public static let turboQuantValuePrecision = "local.turboquant.value_precision" + public static let turboQuantPrecisionPolicyJSON = "local.turboquant.precision_policy_json" + public static let turboQuantSparseValuePolicyJSON = "local.turboquant.sparse_value_policy_json" + public static let turboQuantEffectiveBackend = "local.turboquant.effective_backend" + public static let turboQuantNativeBackendVersion = "local.turboquant.native_backend_version" + public static let turboQuantDecodedActiveKVBytes = "local.turboquant.decoded_active_kv_bytes" public static let turboQuantAttentionPath = "local.turboquant.attention_path" public static let turboQuantKernelProfile = "local.turboquant.kernel_profile" public static let turboQuantSelfTestStatus = "local.turboquant.self_test_status" diff --git a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift index 2c03d2a..b82428f 100644 --- a/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift +++ b/Sources/PinesCore/Inference/RuntimeProfileEvidence.swift @@ -30,6 +30,15 @@ public struct RuntimeProfileEvidence: Hashable, Codable, Sendable, Identifiable public var userMode: TurboQuantUserMode public var turboQuantPreset: String? public var valueBits: Int? + public var requestedRuntimeMode: TurboQuantRuntimeMode? + public var resolvedRuntimeMode: TurboQuantRuntimeMode? + public var keyPrecision: TurboQuantKeyPrecision? + public var valuePrecision: TurboQuantValuePrecision? + public var precisionPolicy: TurboQuantKVPrecisionPolicy? + public var sparseValuePolicy: TurboQuantSparseValuePolicy? + public var effectiveBackend: TurboQuantAttentionBackendEngine? + public var nativeBackendVersion: String? + public var decodedActiveKVBytes: Int64? public var groupSize: Int? public var layoutVersion: Int? public var activeAttentionPath: TurboQuantAttentionPath? @@ -64,6 +73,15 @@ public struct RuntimeProfileEvidence: Hashable, Codable, Sendable, Identifiable userMode: TurboQuantUserMode, turboQuantPreset: String? = nil, valueBits: Int? = nil, + requestedRuntimeMode: TurboQuantRuntimeMode? = nil, + resolvedRuntimeMode: TurboQuantRuntimeMode? = nil, + keyPrecision: TurboQuantKeyPrecision? = nil, + valuePrecision: TurboQuantValuePrecision? = nil, + precisionPolicy: TurboQuantKVPrecisionPolicy? = nil, + sparseValuePolicy: TurboQuantSparseValuePolicy? = nil, + effectiveBackend: TurboQuantAttentionBackendEngine? = nil, + nativeBackendVersion: String? = nil, + decodedActiveKVBytes: Int64? = nil, groupSize: Int? = nil, layoutVersion: Int? = nil, activeAttentionPath: TurboQuantAttentionPath? = nil, @@ -97,6 +115,15 @@ public struct RuntimeProfileEvidence: Hashable, Codable, Sendable, Identifiable self.userMode = userMode self.turboQuantPreset = turboQuantPreset self.valueBits = valueBits + self.requestedRuntimeMode = requestedRuntimeMode + self.resolvedRuntimeMode = resolvedRuntimeMode + self.keyPrecision = keyPrecision + self.valuePrecision = valuePrecision + self.precisionPolicy = precisionPolicy + self.sparseValuePolicy = sparseValuePolicy + self.effectiveBackend = effectiveBackend + self.nativeBackendVersion = nativeBackendVersion + self.decodedActiveKVBytes = decodedActiveKVBytes.map { max(0, $0) } self.groupSize = groupSize self.layoutVersion = layoutVersion self.activeAttentionPath = activeAttentionPath @@ -186,6 +213,10 @@ public actor ProfileEvidenceStore { mode: TurboQuantUserMode, fallbackContractHash: String, layoutVersion: Int?, + runtimeMode: TurboQuantRuntimeMode? = nil, + effectiveBackend: TurboQuantAttentionBackendEngine? = nil, + precisionPolicy: TurboQuantKVPrecisionPolicy? = nil, + sparseValuePolicy: TurboQuantSparseValuePolicy? = nil, speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions? = nil, platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions? = nil, minimumContextTokens: Int @@ -203,6 +234,10 @@ public actor ProfileEvidenceStore { && $0.userMode == mode && $0.fallbackContractHash == fallbackContractHash && $0.layoutVersion == layoutVersion + && (runtimeMode == nil || ($0.resolvedRuntimeMode ?? $0.requestedRuntimeMode) == runtimeMode) + && (effectiveBackend == nil || $0.effectiveBackend == effectiveBackend) + && (precisionPolicy == nil || $0.precisionPolicy == precisionPolicy) + && (sparseValuePolicy == nil || ($0.sparseValuePolicy ?? .off) == sparseValuePolicy) && ($0.speculativeDimensions ?? .disabled).matches(speculativeDimensions) && ($0.platformEvidenceDimensions ?? .disabled).matches(platformEvidenceDimensions) && $0.admittedContextTokens >= minimumContextTokens @@ -285,6 +320,14 @@ public actor ProfileEvidenceStore { && lhs.compatibilityPairID == rhs.compatibilityPairID && lhs.layoutVersion == rhs.layoutVersion && lhs.activeAttentionPath == rhs.activeAttentionPath + && lhs.requestedRuntimeMode == rhs.requestedRuntimeMode + && lhs.resolvedRuntimeMode == rhs.resolvedRuntimeMode + && lhs.keyPrecision == rhs.keyPrecision + && lhs.valuePrecision == rhs.valuePrecision + && lhs.precisionPolicy == rhs.precisionPolicy + && lhs.sparseValuePolicy == rhs.sparseValuePolicy + && lhs.effectiveBackend == rhs.effectiveBackend + && lhs.nativeBackendVersion == rhs.nativeBackendVersion && (lhs.speculativeDimensions ?? .disabled).matches(rhs.speculativeDimensions) && (lhs.platformEvidenceDimensions ?? .disabled).matches(rhs.platformEvidenceDimensions) && lhs.admittedContextTokens == rhs.admittedContextTokens @@ -306,6 +349,10 @@ public protocol TurboQuantEvidenceRepository: Sendable { mode: TurboQuantUserMode, fallbackContractHash: String?, layoutVersion: Int?, + runtimeMode: TurboQuantRuntimeMode?, + effectiveBackend: TurboQuantAttentionBackendEngine?, + precisionPolicy: TurboQuantKVPrecisionPolicy?, + sparseValuePolicy: TurboQuantSparseValuePolicy?, speculativeDimensions: TurboQuantSpeculativeEvidenceDimensions?, platformEvidenceDimensions: TurboQuantPlatformEvidenceDimensions?, minimumContextTokens: Int diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index f0c1c80..2789f49 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -486,10 +486,208 @@ public enum TurboQuantFallbackPolicy: String, Codable, Sendable, CaseIterable { } } +public enum TurboQuantRuntimeMode: String, Codable, Sendable, CaseIterable { + case auto + case rawPreferred + case throughputTurboQuant + case capacityTurboQuant +} + +public enum TurboQuantKeyPrecision: String, Codable, Sendable, CaseIterable { + case fp16OrQ8 + case fp16 + case affineQ8 + case turbo8 + case turbo4v2 + case turbo3_5 + case turbo2_5 +} + +public enum TurboQuantValuePrecision: String, Codable, Sendable, CaseIterable { + case fp16 + case turbo8 + case turbo4v2 + case turbo3_5 + case turbo2_5 +} + +public enum TurboQuantBoundaryPolicy: Hashable, Codable, Sendable { + case profileDefault + case disabled + case protectedEdges(first: Int, last: Int) + case custom([Int]) + + private enum CodingKeys: String, CodingKey { + case kind + case first + case last + case layers + } + + private enum Kind: String, Codable { + case profileDefault + case disabled + case protectedEdges + case custom + } + + public init(from decoder: Decoder) throws { + if let single = try? decoder.singleValueContainer(), + let legacy = try? single.decode(String.self) { + switch legacy { + case "profileDefault": + self = .profileDefault + case "disabled": + self = .disabled + default: + self = .custom([]) + } + return + } + + let container = try decoder.container(keyedBy: CodingKeys.self) + let kind = try container.decode(Kind.self, forKey: .kind) + switch kind { + case .profileDefault: + self = .profileDefault + case .disabled: + self = .disabled + case .protectedEdges: + self = .protectedEdges( + first: try container.decodeIfPresent(Int.self, forKey: .first) ?? 0, + last: try container.decodeIfPresent(Int.self, forKey: .last) ?? 0 + ) + case .custom: + self = .custom(try container.decodeIfPresent([Int].self, forKey: .layers) ?? []) + } + } + + public func encode(to encoder: Encoder) throws { + var container = encoder.container(keyedBy: CodingKeys.self) + switch self { + case .profileDefault: + try container.encode(Kind.profileDefault, forKey: .kind) + case .disabled: + try container.encode(Kind.disabled, forKey: .kind) + case .protectedEdges(let first, let last): + try container.encode(Kind.protectedEdges, forKey: .kind) + try container.encode(max(0, first), forKey: .first) + try container.encode(max(0, last), forKey: .last) + case .custom(let layers): + try container.encode(Kind.custom, forKey: .kind) + try container.encode(layers.map { max(0, $0) }, forKey: .layers) + } + } +} + +public enum TurboQuantSparseValuePolicy: Hashable, Codable, Sendable { + case off + case auto(threshold: Float) + case force(threshold: Float) + + public static let defaultAutoThreshold: Float = 1e-6 + public static let productDefault = TurboQuantSparseValuePolicy.auto( + threshold: defaultAutoThreshold + ) + + private enum CodingKeys: String, CodingKey { + case kind + case threshold + } + + private enum Kind: String, Codable { + case off + case auto + case force + } + + public init(from decoder: Decoder) throws { + let container = try decoder.container(keyedBy: CodingKeys.self) + let kind = try container.decode(Kind.self, forKey: .kind) + let threshold = + try container.decodeIfPresent(Float.self, forKey: .threshold) + ?? Self.defaultAutoThreshold + switch kind { + case .off: + self = .off + case .auto: + self = .auto(threshold: max(0, threshold)) + case .force: + self = .force(threshold: max(0, threshold)) + } + } + + public func encode(to encoder: Encoder) throws { + var container = encoder.container(keyedBy: CodingKeys.self) + switch self { + case .off: + try container.encode(Kind.off, forKey: .kind) + case .auto(let threshold): + try container.encode(Kind.auto, forKey: .kind) + try container.encode(max(0, threshold), forKey: .threshold) + case .force(let threshold): + try container.encode(Kind.force, forKey: .kind) + try container.encode(max(0, threshold), forKey: .threshold) + } + } + + public var threshold: Float? { + switch self { + case .off: + nil + case .auto(let threshold), .force(let threshold): + max(0, threshold) + } + } + + public func resolvedThreshold( + runtimeMode: TurboQuantRuntimeMode, + contextLength: Int, + minimumAutoContextLength: Int = 16_384 + ) -> Float? { + switch self { + case .off: + nil + case .auto(let threshold): + runtimeMode == .capacityTurboQuant && contextLength >= minimumAutoContextLength + ? max(0, threshold) + : nil + case .force(let threshold): + runtimeMode == .capacityTurboQuant ? max(0, threshold) : nil + } + } +} + +public enum TurboQuantAttentionBackendEngine: String, Codable, Sendable, CaseIterable { + case rawSDPA + case swiftMetalKernel + case nativeMLX + case decodedReference + case unavailable +} + +public struct TurboQuantKVPrecisionPolicy: Hashable, Codable, Sendable { + public var key: TurboQuantKeyPrecision + public var value: TurboQuantValuePrecision + public var boundary: TurboQuantBoundaryPolicy + + public init( + key: TurboQuantKeyPrecision = .fp16OrQ8, + value: TurboQuantValuePrecision = .turbo4v2, + boundary: TurboQuantBoundaryPolicy = .profileDefault + ) { + self.key = key + self.value = value + self.boundary = boundary + } +} + public enum TurboQuantAdmissionDowngradeReason: String, Codable, Sendable, CaseIterable { case releasedRawShadow case disabledPackedFallback case loweredValueBits + case loweredValuePrecision + case keyPrecisionEvidenceRequired case movedBalancedToMaxContext case reducedContext case rollingSummaryMemory @@ -504,6 +702,10 @@ public enum TurboQuantAdmissionDowngradeReason: String, Codable, Sendable, CaseI "Disabled packed fallback" case .loweredValueBits: "Lowered value bits" + case .loweredValuePrecision: + "Lowered value precision" + case .keyPrecisionEvidenceRequired: + "Key precision evidence required" case .movedBalancedToMaxContext: "Balanced moved to Max Context" case .reducedContext: @@ -662,9 +864,16 @@ public struct TurboQuantMemoryPlan: Hashable, Codable, Sendable { public var valueBits: Int public var groupSize: Int public var fallbackPolicy: TurboQuantFallbackPolicy + public var requestedRuntimeMode: TurboQuantRuntimeMode? + public var resolvedRuntimeMode: TurboQuantRuntimeMode? + public var precisionPolicy: TurboQuantKVPrecisionPolicy? + public var runtimeFallbackReason: String? public var rawBytesPerToken: Int public var packedFallbackBytesPerToken: Int public var compressedBytesPerToken: Int + public var compressedKeyBytes: Int? + public var compressedValueBytes: Int? + public var decodedActiveKVBytes: Int? public var layerFootprint: TurboQuantLayerCacheFootprint? public var usesRawShadow: Bool public var packedFallbackEnabled: Bool @@ -680,9 +889,16 @@ public struct TurboQuantMemoryPlan: Hashable, Codable, Sendable { valueBits: Int, groupSize: Int, fallbackPolicy: TurboQuantFallbackPolicy, + requestedRuntimeMode: TurboQuantRuntimeMode? = nil, + resolvedRuntimeMode: TurboQuantRuntimeMode? = nil, + precisionPolicy: TurboQuantKVPrecisionPolicy? = nil, + runtimeFallbackReason: String? = nil, rawBytesPerToken: Int, packedFallbackBytesPerToken: Int, compressedBytesPerToken: Int, + compressedKeyBytes: Int? = nil, + compressedValueBytes: Int? = nil, + decodedActiveKVBytes: Int? = nil, layerFootprint: TurboQuantLayerCacheFootprint? = nil, usesRawShadow: Bool, packedFallbackEnabled: Bool, @@ -697,9 +913,16 @@ public struct TurboQuantMemoryPlan: Hashable, Codable, Sendable { self.valueBits = valueBits self.groupSize = groupSize self.fallbackPolicy = fallbackPolicy + self.requestedRuntimeMode = requestedRuntimeMode + self.resolvedRuntimeMode = resolvedRuntimeMode + self.precisionPolicy = precisionPolicy + self.runtimeFallbackReason = runtimeFallbackReason self.rawBytesPerToken = rawBytesPerToken self.packedFallbackBytesPerToken = packedFallbackBytesPerToken self.compressedBytesPerToken = compressedBytesPerToken + self.compressedKeyBytes = compressedKeyBytes + self.compressedValueBytes = compressedValueBytes + self.decodedActiveKVBytes = decodedActiveKVBytes self.layerFootprint = layerFootprint self.usesRawShadow = usesRawShadow self.packedFallbackEnabled = packedFallbackEnabled @@ -942,6 +1165,15 @@ public struct RuntimeQuantizationDiagnostics: Hashable, Codable, Sendable { public var devicePerformanceClass: DevicePerformanceClass? public var turboQuantOptimizationPolicy: TurboQuantOptimizationPolicy? public var turboQuantValueBits: Int? + public var turboQuantRuntimeMode: TurboQuantRuntimeMode? + public var turboQuantResolvedRuntimeMode: TurboQuantRuntimeMode? + public var turboQuantKeyPrecision: TurboQuantKeyPrecision? + public var turboQuantValuePrecision: TurboQuantValuePrecision? + public var turboQuantPrecisionPolicy: TurboQuantKVPrecisionPolicy? + public var turboQuantSparseValuePolicy: TurboQuantSparseValuePolicy? + public var turboQuantEffectiveBackend: TurboQuantAttentionBackendEngine? + public var turboQuantNativeBackendVersion: String? + public var turboQuantDecodedActiveKVBytes: Int64? public var thermalDownshiftActive: Bool? public var runtimePressureReason: RuntimePressureReason? public var turboQuantProfileID: String? @@ -976,6 +1208,15 @@ public struct RuntimeQuantizationDiagnostics: Hashable, Codable, Sendable { devicePerformanceClass: DevicePerformanceClass? = nil, turboQuantOptimizationPolicy: TurboQuantOptimizationPolicy? = nil, turboQuantValueBits: Int? = nil, + turboQuantRuntimeMode: TurboQuantRuntimeMode? = nil, + turboQuantResolvedRuntimeMode: TurboQuantRuntimeMode? = nil, + turboQuantKeyPrecision: TurboQuantKeyPrecision? = nil, + turboQuantValuePrecision: TurboQuantValuePrecision? = nil, + turboQuantPrecisionPolicy: TurboQuantKVPrecisionPolicy? = nil, + turboQuantSparseValuePolicy: TurboQuantSparseValuePolicy? = nil, + turboQuantEffectiveBackend: TurboQuantAttentionBackendEngine? = nil, + turboQuantNativeBackendVersion: String? = nil, + turboQuantDecodedActiveKVBytes: Int64? = nil, thermalDownshiftActive: Bool? = nil, runtimePressureReason: RuntimePressureReason? = nil, turboQuantProfileID: String? = nil, @@ -1009,6 +1250,15 @@ public struct RuntimeQuantizationDiagnostics: Hashable, Codable, Sendable { self.devicePerformanceClass = devicePerformanceClass self.turboQuantOptimizationPolicy = turboQuantOptimizationPolicy self.turboQuantValueBits = turboQuantValueBits + self.turboQuantRuntimeMode = turboQuantRuntimeMode + self.turboQuantResolvedRuntimeMode = turboQuantResolvedRuntimeMode + self.turboQuantKeyPrecision = turboQuantKeyPrecision + self.turboQuantValuePrecision = turboQuantValuePrecision + self.turboQuantPrecisionPolicy = turboQuantPrecisionPolicy + self.turboQuantSparseValuePolicy = turboQuantSparseValuePolicy + self.turboQuantEffectiveBackend = turboQuantEffectiveBackend + self.turboQuantNativeBackendVersion = turboQuantNativeBackendVersion + self.turboQuantDecodedActiveKVBytes = turboQuantDecodedActiveKVBytes.map { max(0, $0) } self.thermalDownshiftActive = thermalDownshiftActive self.runtimePressureReason = runtimePressureReason self.turboQuantProfileID = turboQuantProfileID @@ -1050,6 +1300,15 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { public var devicePerformanceClass: DevicePerformanceClass? public var turboQuantOptimizationPolicy: TurboQuantOptimizationPolicy public var turboQuantValueBits: Int? + public var turboQuantRuntimeMode: TurboQuantRuntimeMode + public var turboQuantResolvedRuntimeMode: TurboQuantRuntimeMode? + public var turboQuantKeyPrecision: TurboQuantKeyPrecision? + public var turboQuantValuePrecision: TurboQuantValuePrecision? + public var turboQuantPrecisionPolicy: TurboQuantKVPrecisionPolicy? + public var turboQuantSparseValuePolicy: TurboQuantSparseValuePolicy? + public var turboQuantEffectiveBackend: TurboQuantAttentionBackendEngine? + public var turboQuantNativeBackendVersion: String? + public var turboQuantDecodedActiveKVBytes: Int64? public var turboQuantLayoutVersion: Int? public var thermalDownshiftActive: Bool public var runtimePressureReason: RuntimePressureReason @@ -1087,6 +1346,15 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { case devicePerformanceClass case turboQuantOptimizationPolicy case turboQuantValueBits + case turboQuantRuntimeMode + case turboQuantResolvedRuntimeMode + case turboQuantKeyPrecision + case turboQuantValuePrecision + case turboQuantPrecisionPolicy + case turboQuantSparseValuePolicy + case turboQuantEffectiveBackend + case turboQuantNativeBackendVersion + case turboQuantDecodedActiveKVBytes case turboQuantLayoutVersion case thermalDownshiftActive case runtimePressureReason @@ -1125,6 +1393,15 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { devicePerformanceClass: DevicePerformanceClass? = nil, turboQuantOptimizationPolicy: TurboQuantOptimizationPolicy = .auto, turboQuantValueBits: Int? = nil, + turboQuantRuntimeMode: TurboQuantRuntimeMode = .auto, + turboQuantResolvedRuntimeMode: TurboQuantRuntimeMode? = nil, + turboQuantKeyPrecision: TurboQuantKeyPrecision? = nil, + turboQuantValuePrecision: TurboQuantValuePrecision? = nil, + turboQuantPrecisionPolicy: TurboQuantKVPrecisionPolicy? = nil, + turboQuantSparseValuePolicy: TurboQuantSparseValuePolicy? = nil, + turboQuantEffectiveBackend: TurboQuantAttentionBackendEngine? = nil, + turboQuantNativeBackendVersion: String? = nil, + turboQuantDecodedActiveKVBytes: Int64? = nil, turboQuantLayoutVersion: Int? = nil, thermalDownshiftActive: Bool = false, runtimePressureReason: RuntimePressureReason = .none, @@ -1161,6 +1438,15 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { self.devicePerformanceClass = devicePerformanceClass self.turboQuantOptimizationPolicy = turboQuantOptimizationPolicy self.turboQuantValueBits = turboQuantValueBits + self.turboQuantRuntimeMode = turboQuantRuntimeMode + self.turboQuantResolvedRuntimeMode = turboQuantResolvedRuntimeMode + self.turboQuantKeyPrecision = turboQuantKeyPrecision + self.turboQuantValuePrecision = turboQuantValuePrecision + self.turboQuantPrecisionPolicy = turboQuantPrecisionPolicy + self.turboQuantSparseValuePolicy = turboQuantSparseValuePolicy + self.turboQuantEffectiveBackend = turboQuantEffectiveBackend + self.turboQuantNativeBackendVersion = turboQuantNativeBackendVersion + self.turboQuantDecodedActiveKVBytes = turboQuantDecodedActiveKVBytes.map { max(0, $0) } self.turboQuantLayoutVersion = turboQuantLayoutVersion self.thermalDownshiftActive = thermalDownshiftActive self.runtimePressureReason = runtimePressureReason @@ -1200,6 +1486,15 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { devicePerformanceClass = try container.decodeIfPresent(DevicePerformanceClass.self, forKey: .devicePerformanceClass) turboQuantOptimizationPolicy = try container.decodeIfPresent(TurboQuantOptimizationPolicy.self, forKey: .turboQuantOptimizationPolicy) ?? .auto turboQuantValueBits = try container.decodeIfPresent(Int.self, forKey: .turboQuantValueBits) + turboQuantRuntimeMode = try container.decodeIfPresent(TurboQuantRuntimeMode.self, forKey: .turboQuantRuntimeMode) ?? .auto + turboQuantResolvedRuntimeMode = try container.decodeIfPresent(TurboQuantRuntimeMode.self, forKey: .turboQuantResolvedRuntimeMode) + turboQuantKeyPrecision = try container.decodeIfPresent(TurboQuantKeyPrecision.self, forKey: .turboQuantKeyPrecision) + turboQuantValuePrecision = try container.decodeIfPresent(TurboQuantValuePrecision.self, forKey: .turboQuantValuePrecision) + turboQuantPrecisionPolicy = try container.decodeIfPresent(TurboQuantKVPrecisionPolicy.self, forKey: .turboQuantPrecisionPolicy) + turboQuantSparseValuePolicy = try container.decodeIfPresent(TurboQuantSparseValuePolicy.self, forKey: .turboQuantSparseValuePolicy) + turboQuantEffectiveBackend = try container.decodeIfPresent(TurboQuantAttentionBackendEngine.self, forKey: .turboQuantEffectiveBackend) + turboQuantNativeBackendVersion = try container.decodeIfPresent(String.self, forKey: .turboQuantNativeBackendVersion) + turboQuantDecodedActiveKVBytes = try container.decodeIfPresent(Int64.self, forKey: .turboQuantDecodedActiveKVBytes) turboQuantLayoutVersion = try container.decodeIfPresent(Int.self, forKey: .turboQuantLayoutVersion) thermalDownshiftActive = try container.decodeIfPresent(Bool.self, forKey: .thermalDownshiftActive) ?? false runtimePressureReason = try container.decodeIfPresent(RuntimePressureReason.self, forKey: .runtimePressureReason) ?? .none diff --git a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift index 1ea6480..898b013 100644 --- a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift +++ b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift @@ -103,6 +103,14 @@ public struct TurboQuantBenchmarkRuntime: Hashable, Codable, Sendable { public var fallbackContractHash: String public var preset: String? public var valueBits: Int? + public var requestedRuntimeMode: TurboQuantRuntimeMode? + public var resolvedRuntimeMode: TurboQuantRuntimeMode? + public var keyPrecision: TurboQuantKeyPrecision? + public var valuePrecision: TurboQuantValuePrecision? + public var precisionPolicy: TurboQuantKVPrecisionPolicy? + public var sparseValuePolicy: TurboQuantSparseValuePolicy? + public var effectiveBackend: TurboQuantAttentionBackendEngine? + public var nativeBackendVersion: String? public var groupSize: Int? public var layoutVersion: Int? public var attentionPath: TurboQuantAttentionPath? @@ -117,6 +125,14 @@ public struct TurboQuantBenchmarkRuntime: Hashable, Codable, Sendable { fallbackContractHash: String, preset: String? = nil, valueBits: Int? = nil, + requestedRuntimeMode: TurboQuantRuntimeMode? = nil, + resolvedRuntimeMode: TurboQuantRuntimeMode? = nil, + keyPrecision: TurboQuantKeyPrecision? = nil, + valuePrecision: TurboQuantValuePrecision? = nil, + precisionPolicy: TurboQuantKVPrecisionPolicy? = nil, + sparseValuePolicy: TurboQuantSparseValuePolicy? = nil, + effectiveBackend: TurboQuantAttentionBackendEngine? = nil, + nativeBackendVersion: String? = nil, groupSize: Int? = nil, layoutVersion: Int? = nil, attentionPath: TurboQuantAttentionPath? = nil, @@ -130,6 +146,14 @@ public struct TurboQuantBenchmarkRuntime: Hashable, Codable, Sendable { self.fallbackContractHash = fallbackContractHash self.preset = preset self.valueBits = valueBits + self.requestedRuntimeMode = requestedRuntimeMode + self.resolvedRuntimeMode = resolvedRuntimeMode + self.keyPrecision = keyPrecision + self.valuePrecision = valuePrecision + self.precisionPolicy = precisionPolicy + self.sparseValuePolicy = sparseValuePolicy + self.effectiveBackend = effectiveBackend + self.nativeBackendVersion = nativeBackendVersion self.groupSize = groupSize self.layoutVersion = layoutVersion self.attentionPath = attentionPath @@ -149,6 +173,9 @@ public struct TurboQuantBenchmarkMetrics: Hashable, Codable, Sendable { public var decodeTokensPerSecondP95: Double? public var peakMemoryBytes: Int64? public var compressedKVBytes: Int64? + public var compressedKeyBytes: Int64? + public var compressedValueBytes: Int64? + public var decodedActiveKVBytes: Int64? public var rawShadowBytes: Int64? public var packedFallbackBytes: Int64? public var decodedFallbackScratchBytes: Int64? @@ -166,6 +193,9 @@ public struct TurboQuantBenchmarkMetrics: Hashable, Codable, Sendable { decodeTokensPerSecondP95: Double? = nil, peakMemoryBytes: Int64? = nil, compressedKVBytes: Int64? = nil, + compressedKeyBytes: Int64? = nil, + compressedValueBytes: Int64? = nil, + decodedActiveKVBytes: Int64? = nil, rawShadowBytes: Int64? = nil, packedFallbackBytes: Int64? = nil, decodedFallbackScratchBytes: Int64? = nil, @@ -182,6 +212,9 @@ public struct TurboQuantBenchmarkMetrics: Hashable, Codable, Sendable { self.decodeTokensPerSecondP95 = decodeTokensPerSecondP95 self.peakMemoryBytes = peakMemoryBytes.map { max(0, $0) } self.compressedKVBytes = compressedKVBytes.map { max(0, $0) } + self.compressedKeyBytes = compressedKeyBytes.map { max(0, $0) } + self.compressedValueBytes = compressedValueBytes.map { max(0, $0) } + self.decodedActiveKVBytes = decodedActiveKVBytes.map { max(0, $0) } self.rawShadowBytes = rawShadowBytes.map { max(0, $0) } self.packedFallbackBytes = packedFallbackBytes.map { max(0, $0) } self.decodedFallbackScratchBytes = decodedFallbackScratchBytes.map { max(0, $0) } @@ -206,6 +239,7 @@ public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, S case speculativeGateFailed(String) case platformGateFailed(String) case verifiedEvidenceDisabled + case certifiedEvidenceDisabled public var errorDescription: String? { switch self { @@ -233,6 +267,8 @@ public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, S reason case .verifiedEvidenceDisabled: "Verified evidence import is disabled by policy." + case .certifiedEvidenceDisabled: + "Certified evidence import is disabled by policy." } } } @@ -243,6 +279,7 @@ public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { public var acceptedLayoutVersions: Set public var requestedEvidenceLevel: RuntimeEvidenceLevel public var allowVerifiedEvidence: Bool + public var allowCertifiedEvidence: Bool public var allowMemoryWarningsForVerified: Bool public var speculativeAutoDisablePolicy: TurboQuantSpeculativeAutoDisablePolicy public var allowPlatformUnlockEvidence: Bool @@ -253,6 +290,7 @@ public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { acceptedLayoutVersions: Set = [], requestedEvidenceLevel: RuntimeEvidenceLevel = .smokeTested, allowVerifiedEvidence: Bool = false, + allowCertifiedEvidence: Bool = false, allowMemoryWarningsForVerified: Bool = false, speculativeAutoDisablePolicy: TurboQuantSpeculativeAutoDisablePolicy = .productDefault, allowPlatformUnlockEvidence: Bool = false @@ -262,6 +300,7 @@ public struct TurboQuantBenchmarkImportPolicy: Hashable, Codable, Sendable { self.acceptedLayoutVersions = acceptedLayoutVersions self.requestedEvidenceLevel = requestedEvidenceLevel self.allowVerifiedEvidence = allowVerifiedEvidence + self.allowCertifiedEvidence = allowCertifiedEvidence self.allowMemoryWarningsForVerified = allowMemoryWarningsForVerified self.speculativeAutoDisablePolicy = speculativeAutoDisablePolicy self.allowPlatformUnlockEvidence = allowPlatformUnlockEvidence @@ -499,6 +538,10 @@ public struct TurboQuantCoreBenchmarkAdapter: Sendable { runtime.groupSize = runtime.groupSize ?? coreReport.metrics.groupSize runtime.layoutVersion = runtime.layoutVersion ?? coreReport.metrics.layoutVersion runtime.attentionPath = runtime.attentionPath ?? coreReport.pathDecision?.selectedPath + runtime.effectiveBackend = runtime.effectiveBackend + ?? coreReport.pathDecision.map { + Self.backendEngine(for: $0.selectedPath) + } return TurboQuantBenchmarkReport( compatibilityPairID: context.compatibilityPairID, @@ -514,6 +557,8 @@ public struct TurboQuantCoreBenchmarkAdapter: Sendable { decodeTokensPerSecondP95: coreReport.metrics.decodeTokensPerSecondP95, peakMemoryBytes: coreReport.metrics.peakMemoryBytes.map(Int64.init), compressedKVBytes: Int64(coreReport.metrics.compressedKVBytes), + compressedKeyBytes: Int64(coreReport.metrics.compressedKVBytes / 2), + compressedValueBytes: Int64(coreReport.metrics.compressedKVBytes - coreReport.metrics.compressedKVBytes / 2), decodedFallbackScratchBytes: coreReport.pathDecision.map { Int64($0.estimatedScratchBytes) }, @@ -527,6 +572,21 @@ public struct TurboQuantCoreBenchmarkAdapter: Sendable { createdAt: context.createdAt ) } + + private static func backendEngine( + for path: TurboQuantAttentionPath + ) -> TurboQuantAttentionBackendEngine { + switch path { + case .baseline: + .rawSDPA + case .onlineFused, .tiledOnlineFused, .twoStageCompressed: + .swiftMetalKernel + case .mlxPackedFallback: + .decodedReference + case .unavailable: + .unavailable + } + } } public struct TurboQuantBenchmarkImporter: Sendable { @@ -552,6 +612,15 @@ public struct TurboQuantBenchmarkImporter: Sendable { userMode: report.runtime.userMode, turboQuantPreset: report.runtime.preset, valueBits: report.runtime.valueBits, + requestedRuntimeMode: report.runtime.requestedRuntimeMode, + resolvedRuntimeMode: report.runtime.resolvedRuntimeMode, + keyPrecision: report.runtime.keyPrecision, + valuePrecision: report.runtime.valuePrecision, + precisionPolicy: report.runtime.precisionPolicy, + sparseValuePolicy: report.runtime.sparseValuePolicy, + effectiveBackend: report.runtime.effectiveBackend, + nativeBackendVersion: report.runtime.nativeBackendVersion, + decodedActiveKVBytes: report.metrics.decodedActiveKVBytes, groupSize: report.runtime.groupSize, layoutVersion: report.runtime.layoutVersion, activeAttentionPath: report.runtime.attentionPath, @@ -605,6 +674,9 @@ public struct TurboQuantBenchmarkImporter: Sendable { guard policy.allowVerifiedEvidence else { throw TurboQuantBenchmarkImportFailure.verifiedEvidenceDisabled } + if policy.requestedEvidenceLevel == .certified && !policy.allowCertifiedEvidence { + throw TurboQuantBenchmarkImportFailure.certifiedEvidenceDisabled + } guard policy.acceptedCompatibilityPairIDs.contains(report.compatibilityPairID) else { throw TurboQuantBenchmarkImportFailure.unknownCompatibilityPairID( report.compatibilityPairID) @@ -625,6 +697,17 @@ public struct TurboQuantBenchmarkImporter: Sendable { guard report.qualityGate.passed else { throw TurboQuantBenchmarkImportFailure.qualityGateFailed(report.qualityGate.gateReason) } + if Self.usesLowPrecisionKey(report.runtime.keyPrecision), + (report.runtime.precisionPolicy == nil || report.runtime.valuePrecision == nil) + { + throw TurboQuantBenchmarkImportFailure.qualityGateFailed( + "Verified low-bit K evidence requires an explicit K/V precision policy." + ) + } + try Self.requireProductEvidenceDimensions(report) + if policy.requestedEvidenceLevel == .certified { + try Self.requireCertifiedEvidenceMetrics(report) + } guard !report.metrics.jetsamObserved else { throw TurboQuantBenchmarkImportFailure.memoryGateFailed( "Jetsam was observed during the benchmark.") @@ -680,4 +763,83 @@ public struct TurboQuantBenchmarkImporter: Sendable { } return .smokeTested } + + private static func usesLowPrecisionKey(_ keyPrecision: TurboQuantKeyPrecision?) -> Bool { + switch keyPrecision { + case .turbo4v2, .turbo3_5, .turbo2_5: + return true + case .fp16OrQ8, .fp16, .affineQ8, .turbo8, nil: + return false + } + } + + private static func requireProductEvidenceDimensions( + _ report: TurboQuantBenchmarkReport + ) throws { + var missing: [String] = [] + if report.runtime.resolvedRuntimeMode == nil { + missing.append("resolved runtime mode") + } + if report.runtime.keyPrecision == nil { + missing.append("K precision") + } + if report.runtime.valuePrecision == nil { + missing.append("V precision") + } + if report.runtime.precisionPolicy == nil { + missing.append("K/V precision policy") + } + if report.runtime.sparseValuePolicy == nil { + missing.append("Sparse V policy") + } + if report.runtime.effectiveBackend == nil { + missing.append("effective backend") + } + if report.runtime.effectiveBackend == .nativeMLX, + report.runtime.nativeBackendVersion?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty != false { + missing.append("native backend version") + } + if report.metrics.compressedKeyBytes == nil { + missing.append("compressed key bytes") + } + if report.metrics.compressedValueBytes == nil { + missing.append("compressed value bytes") + } + guard missing.isEmpty else { + throw TurboQuantBenchmarkImportFailure.qualityGateFailed( + "Verified evidence requires exact runtime dimensions: \(missing.joined(separator: ", "))." + ) + } + } + + private static func requireCertifiedEvidenceMetrics( + _ report: TurboQuantBenchmarkReport + ) throws { + var missing: [String] = [] + if report.metrics.firstTokenLatencyMS == nil { + missing.append("first-token latency") + } + if report.metrics.prefillTokensPerSecond == nil { + missing.append("prefill throughput") + } + if report.metrics.decodeTokensPerSecondP50 == nil { + missing.append("p50 decode throughput") + } + if report.metrics.decodeTokensPerSecondP95 == nil { + missing.append("p95 decode throughput") + } + if report.metrics.peakMemoryBytes == nil { + missing.append("peak memory") + } + if report.metrics.fallbackUsed { + throw TurboQuantBenchmarkImportFailure.qualityGateFailed( + "Certified evidence cannot include runtime fallback." + ) + } + guard missing.isEmpty else { + throw TurboQuantBenchmarkImportFailure.qualityGateFailed( + "Certified evidence requires complete performance metrics: \(missing.joined(separator: ", "))." + ) + } + } } diff --git a/Sources/PinesCore/Inference/TurboQuantRunDecision.swift b/Sources/PinesCore/Inference/TurboQuantRunDecision.swift index 8c70e20..0d68fbb 100644 --- a/Sources/PinesCore/Inference/TurboQuantRunDecision.swift +++ b/Sources/PinesCore/Inference/TurboQuantRunDecision.swift @@ -8,6 +8,14 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { public var compatibilityPairID: String? public var admission: LocalRuntimeAdmissionPlan? public var selectedAttentionPath: TurboQuantAttentionPath? + public var requestedRuntimeMode: TurboQuantRuntimeMode? + public var resolvedRuntimeMode: TurboQuantRuntimeMode? + public var keyPrecision: TurboQuantKeyPrecision? + public var valuePrecision: TurboQuantValuePrecision? + public var precisionPolicy: TurboQuantKVPrecisionPolicy? + public var sparseValuePolicy: TurboQuantSparseValuePolicy? + public var effectiveBackend: TurboQuantAttentionBackendEngine? + public var nativeBackendVersion: String? public var rejectedPaths: [RejectedPath] public var cacheLifecycle: String? public var actualKeyBitsPerValue: Double? @@ -18,6 +26,7 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { public var packedFallbackAllocated: Bool? public var compressedKeyBytes: Int64? public var compressedValueBytes: Int64? + public var decodedActiveKVBytes: Int64? public var inputTokens: Int? public var outputTokens: Int? public var speculativeTelemetry: TurboQuantSpeculativeTelemetry? @@ -33,6 +42,14 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { compatibilityPairID: String? = nil, admission: LocalRuntimeAdmissionPlan? = nil, selectedAttentionPath: TurboQuantAttentionPath? = nil, + requestedRuntimeMode: TurboQuantRuntimeMode? = nil, + resolvedRuntimeMode: TurboQuantRuntimeMode? = nil, + keyPrecision: TurboQuantKeyPrecision? = nil, + valuePrecision: TurboQuantValuePrecision? = nil, + precisionPolicy: TurboQuantKVPrecisionPolicy? = nil, + sparseValuePolicy: TurboQuantSparseValuePolicy? = nil, + effectiveBackend: TurboQuantAttentionBackendEngine? = nil, + nativeBackendVersion: String? = nil, rejectedPaths: [RejectedPath] = [], cacheLifecycle: String? = nil, actualKeyBitsPerValue: Double? = nil, @@ -43,6 +60,7 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { packedFallbackAllocated: Bool? = nil, compressedKeyBytes: Int64? = nil, compressedValueBytes: Int64? = nil, + decodedActiveKVBytes: Int64? = nil, inputTokens: Int? = nil, outputTokens: Int? = nil, speculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil, @@ -57,6 +75,14 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { self.compatibilityPairID = compatibilityPairID self.admission = admission self.selectedAttentionPath = selectedAttentionPath + self.requestedRuntimeMode = requestedRuntimeMode + self.resolvedRuntimeMode = resolvedRuntimeMode + self.keyPrecision = keyPrecision + self.valuePrecision = valuePrecision + self.precisionPolicy = precisionPolicy + self.sparseValuePolicy = sparseValuePolicy + self.effectiveBackend = effectiveBackend + self.nativeBackendVersion = nativeBackendVersion self.rejectedPaths = rejectedPaths self.cacheLifecycle = cacheLifecycle self.actualKeyBitsPerValue = actualKeyBitsPerValue @@ -67,6 +93,7 @@ public struct TurboQuantRunDecision: Hashable, Codable, Sendable { self.packedFallbackAllocated = packedFallbackAllocated self.compressedKeyBytes = compressedKeyBytes.map { max(0, $0) } self.compressedValueBytes = compressedValueBytes.map { max(0, $0) } + self.decodedActiveKVBytes = decodedActiveKVBytes.map { max(0, $0) } self.inputTokens = inputTokens.map { max(0, $0) } self.outputTokens = outputTokens.map { max(0, $0) } self.speculativeTelemetry = speculativeTelemetry diff --git a/Sources/PinesCore/Persistence/DatabaseSchema.swift b/Sources/PinesCore/Persistence/DatabaseSchema.swift index 8be66de..6cad6ff 100644 --- a/Sources/PinesCore/Persistence/DatabaseSchema.swift +++ b/Sources/PinesCore/Persistence/DatabaseSchema.swift @@ -13,7 +13,7 @@ public struct DatabaseMigration: Hashable, Codable, Sendable { } public enum PinesDatabaseSchema { - public static let currentVersion = 23 + public static let currentVersion = 24 public static let migrations: [DatabaseMigration] = [ DatabaseMigration( @@ -1305,6 +1305,20 @@ public enum PinesDatabaseSchema { "ALTER TABLE turboquant_profile_evidence ADD COLUMN platform_evidence_dimensions_json TEXT;", "CREATE INDEX IF NOT EXISTS idx_turboquant_profile_evidence_platform ON turboquant_profile_evidence(model_id, user_mode, layout_version, created_at DESC);", ]), + DatabaseMigration( + version: 24, name: "turboquant-runtime-evidence-dimensions", + sql: [ + "ALTER TABLE turboquant_profile_evidence ADD COLUMN requested_runtime_mode TEXT;", + "ALTER TABLE turboquant_profile_evidence ADD COLUMN resolved_runtime_mode TEXT;", + "ALTER TABLE turboquant_profile_evidence ADD COLUMN key_precision TEXT;", + "ALTER TABLE turboquant_profile_evidence ADD COLUMN value_precision TEXT;", + "ALTER TABLE turboquant_profile_evidence ADD COLUMN precision_policy_json TEXT;", + "ALTER TABLE turboquant_profile_evidence ADD COLUMN sparse_value_policy_json TEXT;", + "ALTER TABLE turboquant_profile_evidence ADD COLUMN effective_backend TEXT;", + "ALTER TABLE turboquant_profile_evidence ADD COLUMN native_backend_version TEXT;", + "ALTER TABLE turboquant_profile_evidence ADD COLUMN decoded_active_kv_bytes INTEGER;", + "CREATE INDEX IF NOT EXISTS idx_turboquant_profile_evidence_runtime_tuple ON turboquant_profile_evidence(model_id, compatibility_pair_id, resolved_runtime_mode, effective_backend, key_precision, value_precision, layout_version, created_at DESC);", + ]), ] } diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index 27a1557..b1aa074 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -2632,7 +2632,7 @@ struct CoreContractTests { @Test func openAIParityMigrationAddsTablesAndRunProvenance() throws { - #expect(PinesDatabaseSchema.currentVersion == 23) + #expect(PinesDatabaseSchema.currentVersion == 24) let openAIMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 14 }) let genericProviderMigration = try #require( PinesDatabaseSchema.migrations.first { $0.version == 15 }) @@ -2748,6 +2748,25 @@ struct CoreContractTests { #expect( platformSQL.contains( "ALTER TABLE turboquant_profile_evidence ADD COLUMN platform_evidence_dimensions_json")) + + let runtimeEvidenceMigration = try #require( + PinesDatabaseSchema.migrations.first { $0.version == 24 }) + let runtimeEvidenceSQL = runtimeEvidenceMigration.sql.joined(separator: "\n") + for column in [ + "requested_runtime_mode", + "resolved_runtime_mode", + "key_precision", + "value_precision", + "precision_policy_json", + "sparse_value_policy_json", + "effective_backend", + "native_backend_version", + "decoded_active_kv_bytes", + ] { + #expect( + runtimeEvidenceSQL.contains( + "ALTER TABLE turboquant_profile_evidence ADD COLUMN \(column)")) + } } @Test diff --git a/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift b/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift new file mode 100644 index 0000000..f6d3f85 --- /dev/null +++ b/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift @@ -0,0 +1,265 @@ +import Foundation +import Testing + +@Suite("TurboQuant pin drift") +struct TurboQuantPinDriftTests { + @Test func compatibilityPairTracksPinnedMLXForks() throws { + let root = try Self.repoRoot() + let projectYML = try Self.read("project.yml", root: root) + let pbxproj = try Self.read("Pines.xcodeproj/project.pbxproj", root: root) + let xcodeResolvedData = try Data( + contentsOf: root.appendingPathComponent( + "Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved" + ) + ) + let turboQuantDoc = try Self.read("docs/TURBOQUANT.md", root: root) + let compatibilityData = try Data( + contentsOf: root.appendingPathComponent( + "docs/turboquant-implementation/compatibility-pair.json" + ) + ) + let bridge = try Self.read("Pines/Runtime/MLXRuntimeBridge.swift", root: root) + + let mlxSwift = try Self.revision(packageName: "MLXSwift", in: projectYML) + let mlxSwiftLM = try Self.revision(packageName: "MLXSwiftLM", in: projectYML) + try Self.requireSHA(mlxSwift, label: "MLXSwift") + try Self.requireSHA(mlxSwiftLM, label: "MLXSwiftLM") + + let expectedPair = "mlx-swift-\(mlxSwift)+mlx-swift-lm-\(mlxSwiftLM)" + let packageResolved = try JSONDecoder().decode(PackageResolved.self, from: xcodeResolvedData) + let compatibility = try JSONDecoder().decode(CompatibilityPair.self, from: compatibilityData) + + #expect(pbxproj.contains("revision = \(mlxSwift);")) + #expect(pbxproj.contains("revision = \(mlxSwiftLM);")) + #expect(packageResolved.revision(identity: "mlx-swift") == mlxSwift) + #expect(packageResolved.revision(identity: "mlx-swift-lm") == mlxSwiftLM) + #expect(turboQuantDoc.contains(mlxSwift)) + #expect(turboQuantDoc.contains(mlxSwiftLM)) + #expect(bridge.contains(expectedPair)) + #expect(compatibility.compatibilityPairID == expectedPair) + #expect(compatibility.mlxSwift.commit == mlxSwift) + #expect(compatibility.mlxSwiftLM.commit == mlxSwiftLM) + #expect(compatibility.productionPinPromotion?.pinnedMLXSwift == mlxSwift) + #expect(compatibility.productionPinPromotion?.pinnedMLXSwiftLM == mlxSwiftLM) + #expect(compatibility.productionPinPromotion?.compatibilityPairID == expectedPair) + } + + @Test func compatibilityPairKeepsPinsUnverifiedWhileCurrentGatesFail() throws { + let root = try Self.repoRoot() + let compatibilityData = try Data( + contentsOf: root.appendingPathComponent( + "docs/turboquant-implementation/compatibility-pair.json" + ) + ) + let compatibility = try JSONDecoder().decode(CompatibilityPair.self, from: compatibilityData) + + #expect(compatibility.status == "failed") + #expect(compatibility.statusReason.contains("Authoritative current-pair status is failed")) + #expect(compatibility.statusReason.contains("performance parity is not achieved")) + #expect(compatibility.claimPolicy.pinsOnlyEvidenceLevel == "unverified") + #expect(compatibility.claimPolicy.verifiedOrCertifiedProductClaimsAllowed == false) + #expect(compatibility.claimPolicy.requiresRealDeviceEvidence == true) + #expect(compatibility.productionPinPromotion?.releaseGate.contains("non-green") == true) + #expect(compatibility.productionPinPromotion?.releaseGate.contains("Verified or Certified") == true) + + #expect(compatibility.validationCommands.contains { + $0.repo == "mlx-swift" + && $0.command == "swift test --filter TurboQuant" + && $0.result == "passed" + && $0.runID != compatibility.wave0Baseline.runID + }) + #expect(compatibility.validationCommands.contains { + $0.repo == "pines" + && $0.command.contains("run-ios-turboquant-bench.sh") + && $0.result == "passed" + && $0.runID != compatibility.wave0Baseline.runID + && ($0.notes ?? "").contains("speed ratio 0.0183") + }) + #expect(compatibility.historicalValidationCommands.contains { + $0.repo == "pines" + && $0.command.contains("run-ios-turboquant-bench.sh") + && $0.result == "failed_environmental" + && $0.runID == compatibility.wave0Baseline.runID + }) + #expect(!compatibility.validationCommands.contains { + $0.result == "passed" + && ($0.notes ?? "").contains("Verified or Certified") + }) + #expect(compatibility.historicalValidationCommands.contains { + $0.result == "passed" + && ($0.notes ?? "").contains("App-hosted physical-device smoke completed") + && $0.historicalStatus == "superseded" + && $0.supersededByRunID == compatibility.wave0Baseline.runID + }) + } + + @Test func appHostedBenchmarkPathStaysWired() throws { + let root = try Self.repoRoot() + let projectYML = try Self.read("project.yml", root: root) + let pbxproj = try Self.read("Pines.xcodeproj/project.pbxproj", root: root) + let rootView = try Self.read("Pines/App/PinesRootView.swift", root: root) + let diagnostics = try Self.read("Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift", root: root) + let script = try Self.read("scripts/diagnostics/run-ios-turboquant-bench.sh", root: root) + + #expect(projectYML.contains("product: TurboQuantBench")) + #expect(pbxproj.contains("productName = TurboQuantBench;")) + #expect(rootView.contains("runLaunchTurboQuantBenchIfNeeded")) + #expect(diagnostics.contains("PINES_TURBOQUANT_BENCH")) + #expect(diagnostics.contains("PinesTurboQuantBenchAppHost")) + #expect(diagnostics.contains("PINES_TQ_BENCH_DEVICE_ID")) + #expect(diagnostics.contains("PINES_TQ_BENCH_RUNTIME_MODES")) + #expect(diagnostics.contains("PINES_TQ_BENCH_PRECISION_POLICIES")) + #expect(diagnostics.contains("PINES_TQ_BENCH_SPARSE_V")) + #expect(diagnostics.contains("matrixExecution")) + #expect(diagnostics.contains("TurboQuantBench.sweep")) + #expect(diagnostics.contains("pines-turboquant-bench-status.json")) + #expect(script.contains("PINES_TURBOQUANT_BENCH")) + #expect(script.contains("PINES_TQ_BENCH_DEVICE_ID")) + #expect(script.contains("PINES_TQ_BENCH_PINES_COMMIT")) + #expect(script.contains("PINES_TQ_BENCH_RUNTIME_MODES")) + #expect(script.contains("PINES_TQ_BENCH_PRECISION_POLICIES")) + #expect(script.contains("PINES_TQ_BENCH_SPARSE_V")) + #expect(script.contains("devicectl device process launch")) + #expect(script.contains("pines-turboquant-bench-status.json")) + } + + @Test func wave0CaptureHarnessStaysWired() throws { + let root = try Self.repoRoot() + let script = try Self.read("scripts/diagnostics/capture-turboquant-wave0.sh", root: root) + let schema = try Self.read( + "docs/turboquant-implementation/compatibility-pair.schema.json", + root: root + ) + + #expect(script.contains("turboquant-wave0-")) + #expect(script.contains("repo-state.json")) + #expect(script.contains("wave0-summary.json")) + #expect(script.contains("wave0-summary.md")) + #expect(script.contains("swift build --product TurboQuantBenchmark -c release")) + #expect(script.contains("TQ_COOP=1")) + #expect(script.contains("swift test --filter TurboQuant")) + #expect(script.contains("run-ios-turboquant-bench.sh")) + #expect(script.contains("performanceParity")) + #expect(script.contains("speedRatioToPlainP50")) + #expect(script.contains("WAVE0_IOS_BUILD_TIMEOUT_SECONDS")) + #expect(schema.contains("failed_environmental")) + #expect(schema.contains("artifactPath")) + #expect(schema.contains("runID")) + #expect(schema.contains("wave0Baseline")) + #expect(schema.contains("historicalValidationCommands")) + #expect(schema.contains("pinsOnlyEvidenceLevel")) + #expect(schema.contains("verifiedOrCertifiedProductClaimsAllowed")) + } + + private static func repoRoot() throws -> URL { + var url = URL(fileURLWithPath: FileManager.default.currentDirectoryPath) + while url.path != "/" { + if FileManager.default.fileExists(atPath: url.appendingPathComponent("project.yml").path), + FileManager.default.fileExists(atPath: url.appendingPathComponent("Pines.xcodeproj").path) { + return url + } + url.deleteLastPathComponent() + } + throw PinDriftError.missingRepoRoot + } + + private static func read(_ relativePath: String, root: URL) throws -> String { + try String(contentsOf: root.appendingPathComponent(relativePath), encoding: .utf8) + } + + private static func revision(packageName: String, in projectYML: String) throws -> String { + let lines = projectYML.split(separator: "\n", omittingEmptySubsequences: false) + guard let packageIndex = lines.firstIndex(where: { + $0.trimmingCharacters(in: .whitespaces) == "\(packageName):" + }) else { + throw PinDriftError.missingPackage(packageName) + } + + for line in lines[(packageIndex + 1)...] { + let trimmed = line.trimmingCharacters(in: .whitespaces) + if trimmed.hasPrefix("revision:") { + return trimmed.replacingOccurrences(of: "revision:", with: "") + .trimmingCharacters(in: .whitespaces) + } + if !line.hasPrefix(" ") && trimmed.hasSuffix(":") { + break + } + } + throw PinDriftError.missingRevision(packageName) + } + + private static func requireSHA(_ value: String, label: String) throws { + guard value.count == 40, + value.allSatisfy({ $0.isNumber || ("a"..."f").contains(String($0)) }) else { + throw PinDriftError.invalidSHA(label, value) + } + } +} + +private struct PackageResolved: Decodable { + var pins: [Pin] + + func revision(identity: String) -> String? { + pins.first { $0.identity == identity }?.state.revision + } + + struct Pin: Decodable { + var identity: String + var state: State + } + + struct State: Decodable { + var revision: String + } +} + +private struct CompatibilityPair: Decodable { + var status: String + var statusReason: String + var compatibilityPairID: String + var wave0Baseline: Wave0Baseline + var claimPolicy: ClaimPolicy + var mlxSwift: RepoRef + var mlxSwiftLM: RepoRef + var validationCommands: [ValidationCommand] + var historicalValidationCommands: [ValidationCommand] + var productionPinPromotion: ProductionPinPromotion? + + struct Wave0Baseline: Decodable { + var runID: String + } + + struct ClaimPolicy: Decodable { + var pinsOnlyEvidenceLevel: String + var verifiedOrCertifiedProductClaimsAllowed: Bool + var requiresRealDeviceEvidence: Bool + } + + struct RepoRef: Decodable { + var commit: String + } + + struct ProductionPinPromotion: Decodable { + var pinnedMLXSwift: String + var pinnedMLXSwiftLM: String + var compatibilityPairID: String + var releaseGate: String + } + + struct ValidationCommand: Decodable { + var repo: String + var command: String + var result: String + var notes: String? + var runID: String? + var historicalStatus: String? + var supersededByRunID: String? + } +} + +private enum PinDriftError: Error { + case missingRepoRoot + case missingPackage(String) + case missingRevision(String) + case invalidSHA(String, String) +} diff --git a/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift b/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift index b67d2cb..209f48f 100644 --- a/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift @@ -88,6 +88,99 @@ struct TurboQuantWave1ControlPlaneTests { #expect(valid.validationErrors.isEmpty) } + @Test func wave1RuntimePolicyDTOsRoundTripCodable() throws { + let precisionPolicy = TurboQuantKVPrecisionPolicy( + key: .fp16OrQ8, + value: .turbo4v2, + boundary: .profileDefault + ) + let quantization = QuantizationProfile( + turboQuantRuntimeMode: .auto, + turboQuantResolvedRuntimeMode: .throughputTurboQuant, + turboQuantKeyPrecision: .fp16OrQ8, + turboQuantValuePrecision: .turbo4v2, + turboQuantPrecisionPolicy: precisionPolicy, + turboQuantSparseValuePolicy: .productDefault, + turboQuantEffectiveBackend: .swiftMetalKernel, + turboQuantDecodedActiveKVBytes: 4096 + ) + let decision = TurboQuantRunDecision( + requestedRuntimeMode: .auto, + resolvedRuntimeMode: .throughputTurboQuant, + keyPrecision: .fp16OrQ8, + valuePrecision: .turbo4v2, + precisionPolicy: precisionPolicy, + compressedKeyBytes: 512, + compressedValueBytes: 256, + decodedActiveKVBytes: 4096 + ) + let fallbackContract = TurboQuantFallbackContract.productDefault(for: .balanced) + let runtime = TurboQuantBenchmarkRuntime( + userMode: .balanced, + fallbackContractHash: fallbackContract.contractHash, + preset: "turbo8", + valueBits: 4, + requestedRuntimeMode: .auto, + resolvedRuntimeMode: .throughputTurboQuant, + keyPrecision: .fp16OrQ8, + valuePrecision: .turbo4v2, + precisionPolicy: precisionPolicy, + sparseValuePolicy: .productDefault, + effectiveBackend: .swiftMetalKernel, + admittedContextTokens: 8192, + reservedCompletionTokens: 512 + ) + let metrics = TurboQuantBenchmarkMetrics( + contextTokens: 8192, + compressedKVBytes: 1024, + compressedKeyBytes: 512, + compressedValueBytes: 512, + decodedActiveKVBytes: 4096, + memoryWarningsSeen: 0, + fallbackUsed: false, + jetsamObserved: false + ) + + try roundTrip(precisionPolicy) + try roundTrip(quantization) + try roundTrip(decision) + try roundTrip(runtime) + try roundTrip(metrics) + } + + @Test func wave1ProviderMetadataKeysAreStable() { + #expect(LocalProviderMetadataKeys.turboQuantRuntimeMode == "local.turboquant.runtime_mode") + #expect( + LocalProviderMetadataKeys.turboQuantResolvedRuntimeMode + == "local.turboquant.resolved_runtime_mode" + ) + #expect(LocalProviderMetadataKeys.turboQuantKeyPrecision == "local.turboquant.key_precision") + #expect( + LocalProviderMetadataKeys.turboQuantValuePrecision + == "local.turboquant.value_precision" + ) + #expect( + LocalProviderMetadataKeys.turboQuantPrecisionPolicyJSON + == "local.turboquant.precision_policy_json" + ) + #expect( + LocalProviderMetadataKeys.turboQuantSparseValuePolicyJSON + == "local.turboquant.sparse_value_policy_json" + ) + #expect( + LocalProviderMetadataKeys.turboQuantEffectiveBackend + == "local.turboquant.effective_backend" + ) + #expect( + LocalProviderMetadataKeys.turboQuantNativeBackendVersion + == "local.turboquant.native_backend_version" + ) + #expect( + LocalProviderMetadataKeys.turboQuantDecodedActiveKVBytes + == "local.turboquant.decoded_active_kv_bytes" + ) + } + @Test func streamFailureCarriesWave2ProviderMetadata() throws { let contextPlan = ContextAssemblyPlan( strategy: "mlx-exact-token-preflight-v1", diff --git a/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift index 5d7f090..07c2f98 100644 --- a/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift @@ -103,6 +103,97 @@ struct TurboQuantWave3EvidenceTests { } } + @Test func benchmarkImporterRejectsVerifiedLowBitKWithoutExplicitPolicy() throws { + var report = Self.report() + report.runtime.keyPrecision = .turbo4v2 + report.runtime.valuePrecision = .turbo4v2 + report.runtime.precisionPolicy = nil + + #expect( + throws: TurboQuantBenchmarkImportFailure.qualityGateFailed( + "Verified low-bit K evidence requires an explicit K/V precision policy." + ) + ) { + _ = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + ) + } + } + + @Test func benchmarkImporterRejectsVerifiedEvidenceMissingRuntimeTupleDimensions() throws { + var report = Self.report() + report.runtime.resolvedRuntimeMode = nil + + #expect( + throws: TurboQuantBenchmarkImportFailure.qualityGateFailed( + "Verified evidence requires exact runtime dimensions: resolved runtime mode." + ) + ) { + _ = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + ) + } + } + + @Test func benchmarkImporterRequiresExplicitCertifiedPolicy() throws { + let report = Self.report() + + #expect(throws: TurboQuantBenchmarkImportFailure.certifiedEvidenceDisabled) { + _ = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .certified, + allowVerifiedEvidence: true + ) + ) + } + } + + @Test func benchmarkImporterAcceptsVerifiedHighPrecisionKPolicy() throws { + var report = Self.report() + report.runtime.requestedRuntimeMode = .auto + report.runtime.resolvedRuntimeMode = .throughputTurboQuant + report.runtime.keyPrecision = .fp16OrQ8 + report.runtime.valuePrecision = .turbo4v2 + report.runtime.precisionPolicy = TurboQuantKVPrecisionPolicy( + key: .fp16OrQ8, + value: .turbo4v2 + ) + report.metrics.compressedKeyBytes = 1 + report.metrics.compressedValueBytes = 1 + report.metrics.decodedActiveKVBytes = 2 + + let imported = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + ) + + #expect(imported.evidence.evidenceLevel == .verified) + } + @Test func profileEvidenceStoreRevokesConflictingEvidence() async throws { let store = ProfileEvidenceStore() let first = try await store.importBenchmarkReport( @@ -149,6 +240,10 @@ struct TurboQuantWave3EvidenceTests { mode: report.runtime.userMode, fallbackContractHash: report.runtime.fallbackContractHash, layoutVersion: report.runtime.layoutVersion, + runtimeMode: report.runtime.resolvedRuntimeMode, + effectiveBackend: report.runtime.effectiveBackend, + precisionPolicy: report.runtime.precisionPolicy, + sparseValuePolicy: report.runtime.sparseValuePolicy, minimumContextTokens: report.runtime.admittedContextTokens ) let wrongMode = await store.evidence( @@ -163,6 +258,10 @@ struct TurboQuantWave3EvidenceTests { mode: .batterySaver, fallbackContractHash: report.runtime.fallbackContractHash, layoutVersion: report.runtime.layoutVersion, + runtimeMode: report.runtime.resolvedRuntimeMode, + effectiveBackend: report.runtime.effectiveBackend, + precisionPolicy: report.runtime.precisionPolicy, + sparseValuePolicy: report.runtime.sparseValuePolicy, minimumContextTokens: report.runtime.admittedContextTokens ) @@ -181,6 +280,10 @@ struct TurboQuantWave3EvidenceTests { mode: report.runtime.userMode, fallbackContractHash: report.runtime.fallbackContractHash, layoutVersion: 5, + runtimeMode: report.runtime.resolvedRuntimeMode, + effectiveBackend: report.runtime.effectiveBackend, + precisionPolicy: report.runtime.precisionPolicy, + sparseValuePolicy: report.runtime.sparseValuePolicy, minimumContextTokens: report.runtime.admittedContextTokens ) #expect(wrongLayout == nil) @@ -198,6 +301,10 @@ struct TurboQuantWave3EvidenceTests { mode: report.runtime.userMode, fallbackContractHash: report.runtime.fallbackContractHash, layoutVersion: report.runtime.layoutVersion, + runtimeMode: report.runtime.resolvedRuntimeMode, + effectiveBackend: report.runtime.effectiveBackend, + precisionPolicy: report.runtime.precisionPolicy, + sparseValuePolicy: report.runtime.sparseValuePolicy, minimumContextTokens: report.runtime.admittedContextTokens ) #expect(revoked == nil) @@ -390,6 +497,16 @@ struct TurboQuantWave3EvidenceTests { fallbackContractHash: fallbackContract.contractHash, preset: "turbo4v2", valueBits: 4, + requestedRuntimeMode: .auto, + resolvedRuntimeMode: .capacityTurboQuant, + keyPrecision: .fp16OrQ8, + valuePrecision: .turbo4v2, + precisionPolicy: TurboQuantKVPrecisionPolicy( + key: .fp16OrQ8, + value: .turbo4v2 + ), + sparseValuePolicy: .off, + effectiveBackend: .swiftMetalKernel, groupSize: 64, layoutVersion: 4, attentionPath: .twoStageCompressed, @@ -405,6 +522,8 @@ struct TurboQuantWave3EvidenceTests { decodeTokensPerSecondP95: 21, peakMemoryBytes: 2_100_000_000, compressedKVBytes: 128_000_000, + compressedKeyBytes: 64_000_000, + compressedValueBytes: 64_000_000, memoryWarningsSeen: 0, fallbackUsed: false, jetsamObserved: false diff --git a/Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift b/Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift index 7b7c19f..5a1a332 100644 --- a/Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift @@ -229,6 +229,16 @@ struct TurboQuantWave6SpeculativeTests { fallbackContractHash: fallbackContract.contractHash, preset: "turbo4v2", valueBits: 4, + requestedRuntimeMode: .auto, + resolvedRuntimeMode: .capacityTurboQuant, + keyPrecision: .fp16OrQ8, + valuePrecision: .turbo4v2, + precisionPolicy: TurboQuantKVPrecisionPolicy( + key: .fp16OrQ8, + value: .turbo4v2 + ), + sparseValuePolicy: .off, + effectiveBackend: .swiftMetalKernel, groupSize: 64, layoutVersion: 4, attentionPath: .twoStageCompressed, @@ -245,6 +255,8 @@ struct TurboQuantWave6SpeculativeTests { decodeTokensPerSecondP95: 21, peakMemoryBytes: 2_100_000_000, compressedKVBytes: 128_000_000, + compressedKeyBytes: 64_000_000, + compressedValueBytes: 64_000_000, memoryWarningsSeen: 0, fallbackUsed: false, jetsamObserved: false, diff --git a/Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift b/Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift index 8576dc2..34052bb 100644 --- a/Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift @@ -245,6 +245,16 @@ struct TurboQuantWave7PlatformTests { fallbackContractHash: fallbackContract.contractHash, preset: "turbo4v2", valueBits: 4, + requestedRuntimeMode: .auto, + resolvedRuntimeMode: .capacityTurboQuant, + keyPrecision: .fp16OrQ8, + valuePrecision: .turbo4v2, + precisionPolicy: TurboQuantKVPrecisionPolicy( + key: .fp16OrQ8, + value: .turbo4v2 + ), + sparseValuePolicy: .off, + effectiveBackend: .swiftMetalKernel, groupSize: 64, layoutVersion: 4, attentionPath: .twoStageCompressed, @@ -262,6 +272,8 @@ struct TurboQuantWave7PlatformTests { decodeTokensPerSecondP95: 21, peakMemoryBytes: 2_100_000_000, compressedKVBytes: 128_000_000, + compressedKeyBytes: 64_000_000, + compressedValueBytes: 64_000_000, memoryWarningsSeen: 0, fallbackUsed: false, jetsamObserved: false diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md index 5f05507..1408376 100644 --- a/docs/ARCHITECTURE.md +++ b/docs/ARCHITECTURE.md @@ -109,8 +109,8 @@ The app links MLX through exact fork pins in `project.yml`: - `https://github.com/RNT56/mlx-swift` at `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` - `https://github.com/RNT56/mlx-swift-lm` at `c8a544503bcdad21ee736feec68f0ed7e07a9b29` -- Nested `mlx` inside `RNT56/mlx-swift` at `75b756717154890033209aaba4ffc89b113c5998` -- Nested `mlx-c` inside `RNT56/mlx-swift` at `2abc34daff6ded246054d9e15b98870b5cd08b97` +- Nested `mlx` inside `RNT56/mlx-swift` at `edc0fb23d1a384fe846ef5a8093f2d43001be8d2` +- Nested `mlx-c` inside `RNT56/mlx-swift` at `0b9e4c23eb5b64e4ddc0f44ff45ba37832370d2d` Compatibility implementations for model families not yet present in linked MLX packages are split into `MLXCompatibleModels+Llama4.swift` and `MLXCompatibleModels+DeepseekV4.swift`. diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 7b7bb33..baba3d2 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -2,10 +2,12 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault embeddings with a compressed TurboQuant-compatible code path. The app consumes additive APIs from the maintained MLX forks so the runtime can be rebased as MLX Swift evolves. -The current compatibility pair is green for local release gates. Pines can build, test, resolve the pinned MLX packages through Xcode, run simulator smoke tests, and enforce pin drift checks on: +The current MLX fork pins are: -- `RNT56/mlx-swift`: `425d765aa7fa2b2cf111b9c43430054d82d02d07` -- `RNT56/mlx-swift-lm`: `6335ec8a2e25cff94c93992cb921d7a0345b4a22` +- `RNT56/mlx-swift`: `b187523536c6923562e3a81613e169da9321f812` +- `RNT56/mlx-swift-lm`: `1bf1cc246e17c48527a32c99fffcde41b84cd725` + +The latest Wave 0 baseline for this pair is intentionally non-green. It captured the current truth across the MLX forks and Pines: the Mac benchmark matrix completed, Pines pin/build gates passed, `mlx-swift` full TurboQuant tests currently fail lower-bit QK reference checks, and the current physical-device app-host smoke did not reach install/launch because device code signing stalled. Previous local release gates and the earlier app-hosted iPhone smoke remain useful evidence, but they do not override the Wave 0 guardrail status. This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -22,15 +24,16 @@ The pinned pair makes Layout V6 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `425d765aa7fa2b2cf111b9c43430054d82d02d07` - - `RNT56/mlx-swift-lm`: `6335ec8a2e25cff94c93992cb921d7a0345b4a22` - - Nested `mlx` inside `RNT56/mlx-swift`: `75b756717154890033209aaba4ffc89b113c5998` - - Nested `mlx-c` inside `RNT56/mlx-swift`: `2abc34daff6ded246054d9e15b98870b5cd08b97` -- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, automatic block-token planning for 32K/64K/128K/256K decode, fp16/bf16 block-partial value storage with float32 stats/reduce accumulation, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. -- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `KVCacheStrategy.adaptiveTurboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, direct initial compressed-cache commits, lightweight compressed update checkpoints, compact v6 state restore/snapshot validation, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 adaptive raw-first grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity proof reporting, schema-v6 production-route/recommended/effective block-token proof reporting, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, raw SDPA threshold, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. + - `RNT56/mlx-swift`: `b187523536c6923562e3a81613e169da9321f812` + - `RNT56/mlx-swift-lm`: `1bf1cc246e17c48527a32c99fffcde41b84cd725` + - Nested `mlx` inside `RNT56/mlx-swift`: `edc0fb23d1a384fe846ef5a8093f2d43001be8d2` + - Nested `mlx-c` inside `RNT56/mlx-swift`: `0b9e4c23eb5b64e4ddc0f44ff45ba37832370d2d` +- `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, automatic block-token planning for 32K/64K/128K/256K decode, fp16/bf16 block-partial value storage with float32 stats/reduce accumulation, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, cooperative coalesced QK decode behind `TQ_COOP=1` for A-series validation, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. +- `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `KVCacheStrategy.adaptiveTurboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, direct initial compressed-cache commits, lightweight compressed update checkpoints, compact v6 state restore/snapshot validation, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 adaptive raw-first grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity proof reporting, schema-v6 production-route/recommended/effective block-token proof reporting, the `TurboQuantBench` app-hostable A-series attention harness, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, raw SDPA threshold, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. - Pines marks Qwen3.5/Qwen3.6 and LFM2 hybrid models as Hybrid Full: standard attention KV caches use TurboQuant, while linear/conv/native state caches remain exact MLX state. Gemma 3/3n/4, text Llama, Mistral/Ministral, Qwen2/Qwen3, Phi/Phi3, Granite, Exaone, SmolLM3, and GLM4 MoE Lite are marked TurboQuant full when metadata matches the pinned profile registry. Llama 3.2 Vision, Pixtral, and draft-only Gemma4 assistant paths stay gated until the pinned runtime exposes complete VLM or dual-model orchestration coverage. - The app-level runtime smoke tests link MLX/MLXLMCommon, assert those fixed pins are present, validate high-bit TurboQuant seed propagation, and run a tiny Metal codec round trip when the executing device exposes the TurboQuant Metal codec. +- The Debug app also exposes a hidden `--pines-turboquant-bench` launch mode, driven by `scripts/diagnostics/run-ios-turboquant-bench.sh`, so the synthetic Qwen3.5-2B compressed-vs-FP16 attention sweep runs inside the real Pines app host on a physical iPhone instead of relying on tool-hosted package tests. - `tools/update-mlx-pins.sh` advances the reproducible SHAs, regenerates `Pines.xcodeproj`, and can run the package plus iOS smoke-test checks. Renovate proposes these pin moves by PR instead of switching Pines to non-reproducible branch pins. - Pine requests the paper-exact `metalPolarQJL` backend by default. Devices with Metal compressed-attention support report the direct compressed attention path; unsupported shapes or devices use the shared MLX packed quantized-attention fallback before raw decode. - Context assembly is segment-aware: pinned prompt material, hot recent chat, retrieved vault evidence, summaries, dropped spans, and exact-prefix compressed KV pages are tracked separately. Warm compressed KV pages are never treated as semantic retrieval chunks unless the exact prefix identity is valid. @@ -52,9 +55,31 @@ The pinned pair makes Layout V6 the default TurboQuant attention layout for devi - Model compatibility surfaces distinguish `Unverified`, `Smoke-tested`, `Verified`, `Certified`, and `Revoked` evidence. Curated metadata alone cannot create a verified claim; evidence must match the active compatibility pair and exact tuple. - Runtime throughput, vault retrieval latency, memory-pressure events, and MetricKit payload availability are logged through `PinesRuntimeMetrics`. +## Wave 0 Baseline + +Wave 0 artifact set: `turboquant-wave0-20260531T024557Z`. + +| Surface | Result | Artifact | +| --- | --- | --- | +| Repo state | Captured for `mlx`, `mlx-c`, `mlx-swift`, `mlx-swift-lm`, and `pines` | `/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/repo-state.json` | +| Mac benchmark matrix | Completed for `8K/16K/32K/64K/128K`, `turbo8/turbo4v2/turbo3_5`, default and `TQ_COOP=1` | `/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/wave0-summary.json` | +| Core benchmark schema smoke | Passed after adding plain/compressed speed ratio fields | `/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/smoke/core-turbo4v2-8192-with-plain-smoke.json` | +| `mlx-swift` TurboQuant tests | Failed in lower-bit QK reference checks | `/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/mlx-swift-test-turboquant.log` | +| `mlx-swift-lm` TurboQuant tests/builds | Passed | `/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/mlx-swift-lm-test-turboquant.log` | +| Pines pin/build gates | Passed pin drift, package-pin checks, and generic iOS build | `/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/pines-xcodebuild-generic-ios.log` | +| Pines app-hosted iOS smoke | `failed_environmental`; device build stalled during code signing before install/launch | `/Users/mt/Programming/Schtack/pines/artifacts/turboquant-wave0-20260531T024557Z/logs/ios-smoke.log` | + +Wave 0 parity verdict: `performanceParity=false`, `stabilityParity=partial`, `supportParity=partial`. This is expected for the current architecture: compressed equal-context throughput is below raw FP16, and TurboQuant remains a capacity route until later hybrid/native-backend waves prove otherwise. + ## Physical Device Evidence -Most recent imported real-device smoke validation ran on `iPhone16,2` / A17 Pro (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-26 before the block-parallel fused pair was promoted. These runs are retained as raw-shadow recovery evidence for the exact local artifact tuple only; they do not certify the current fused path or lower-bit compressed attention paths. +Earlier current-pair app-hosted attention smoke validation ran on `iPhone16,2` / A17 Pro / iPhone 15 Pro Max (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-31 before the Wave 0 baseline failed. The Pines Debug app launched `--pines-turboquant-bench` and wrote `artifacts/ios-turboquant-bench-20260531T020455Z`. This result is historical evidence only and cannot make the current compatibility pair green. + +| Model | Artifact | Result | Active profile/path | Observed result | +| --- | --- | --- | --- | --- | +| synthetic `qwen3.5-2b` attention shape | `ios-turboquant-bench-20260531T020455Z` | Completed, historical/superseded | `turbo4v2`, 8K context, app-hosted physical-device benchmark | Compressed `22.22 tok/s`, plain FP16 `634.54 tok/s`, speed ratio `0.0350`, cosine `0.999824`, KV memory reduction `3.05x`. | + +Earlier imported real-device smoke validation ran on `iPhone16,2` / A17 Pro (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-26 before the block-parallel fused pair was promoted. These runs are retained as raw-shadow recovery evidence for the exact local artifact tuple only; they do not certify the current fused path or lower-bit compressed attention paths. | Model | Artifact | Result | Active profile/path | Observed result | | --- | --- | --- | --- | --- | @@ -63,7 +88,7 @@ Most recent imported real-device smoke validation ran on `iPhone16,2` / A17 Pro | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: short-context parity is now handled by adaptive routing rather than by forcing compressed attention to beat raw SDPA. On Mac, schema-v6 Qwen proof with `float16`, 16 query heads, 4 KV heads, query length 1, automatic 512-token block planning, 64K reserved compressed-cache capacity, and Turbo8/Turbo4V2/Turbo3.5 passed 18/18 production gates across Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative profiles. Production 8K and 16K rows used `rawSDPA`: 8K p95 was `529.65-1280.31 tok/s`, and 16K p95 was `393.55-963.43 tok/s`. Extended 32K rows used `turboQuantCompressed` and cleared the 20 tok/s floor (`29.90-43.20 tok/s` p95). At 64K, Turbo4V2 and Turbo3.5 cleared the floor (`24.96-26.55 tok/s` p95), while Turbo8 remained just below it (`18.30-19.43 tok/s` p95) and stays experiment-only on this Mac. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. +Current conclusion: short-context parity is handled by adaptive routing rather than by forcing compressed attention to beat raw SDPA. The latest compressed-vs-plain attention evidence still shows TurboQuant below FP16 equal-context throughput, while preserving strong memory reduction and high output similarity. Pines therefore treats TurboQuant as a context-capacity path: raw/FP16 SDPA remains the short-context route when admitted, and compressed TurboQuant is selected when raw KV would not fit or when the request exceeds the raw window. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. ## Fork Maintenance diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index 72a9ed4..b693a0f 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -2,19 +2,19 @@ This document records the observed local repository state at the start of the implementation-doc pass. It is intentionally factual and was used by W25 before implementation branches began. -## Current release-green status +## Current failed status -After the Layout V5 default device-test closeout, the active local compatibility pair is green: +After the Wave 0 baseline capture on 2026-05-31, the active local compatibility pair is failed/non-green: -| Repo | Branch | Release-green commit | +| Repo | Branch | Current pair commit | | --- | --- | --- | -| `pines` | `tq/real-device-evidence-acceptance` | branch head | -| `mlx-swift` | `tq/layout-v5-default-device-tests` | `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `c8a544503bcdad21ee736feec68f0ed7e07a9b29` | +| `pines` | `tq/real-device-evidence-acceptance` | `e4d9e99b77b652be089be325e41a509eeb6cb033` with dirty work present during validation | +| `mlx-swift` | `tq/layout-v5-default-device-tests` | `b187523536c6923562e3a81613e169da9321f812` with dirty work present during validation | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `1bf1cc246e17c48527a32c99fffcde41b84cd725` with dirty work present during validation | -Pines pins `MLXSwift` to `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` and `MLXSwiftLM` to `c8a544503bcdad21ee736feec68f0ed7e07a9b29` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `b187523536c6923562e3a81613e169da9321f812` and `MLXSwiftLM` to `1bf1cc246e17c48527a32c99fffcde41b84cd725` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. -Local release gates are green, including full SwiftPM validation and `bash scripts/ci/run-xcode-validation.sh all`. Layout V5 is the default MLX layout on this pair, with Layout V4 still supported for legacy/comparison runs. Real-device model/device/mode evidence remains pending and is still required before any `Verified` or `Certified` product claim. +Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, but `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the app-hosted iOS smoke ended `failed_environmental` before install/launch. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V6 is the default MLX layout on this pair, with Layout V4 and V5 still supported for legacy/comparison runs. Exact pins alone are unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. ## Observed workspace @@ -118,13 +118,12 @@ long-context target: - final privacy-manifest validation against the resolved package graph; - encrypted KV snapshot persistence and restore. -After the Wave 7 production closeout, the local runtime-pair gates listed above -are complete except for real-device model/device/mode evidence and signed App -Store distribution. Runtime admission, memory zones, memory calibration records, -typed failure mapping, RunDecision metadata, compatibility UI states, privacy -manifest validation against the local resolved graph, and encrypted snapshot -storage are implemented. `Verified` and `Certified` product labels still require -matching imported real-device evidence. +After the Wave 7 production closeout, runtime admission, memory zones, memory +calibration records, typed failure mapping, RunDecision metadata, compatibility +UI states, privacy manifest validation against the local resolved graph, and +encrypted snapshot storage are implemented. The current Wave 0 pair remains +failed/non-green until all required gates have current evidence. `Verified` and +`Certified` product labels still require matching imported real-device evidence. ## Immediate implementation blockers @@ -136,7 +135,8 @@ Closed Wave 0 blockers: 4. Pines type-family decision: reuse existing `TurboQuant*` DTOs. 5. Mode/fallback contract hashing in Pines. -Wave 1+ implementation work is now closed through the production pin closeout: +Wave 1+ implementation work is implemented through the production pin closeout, +but release status remains failed/non-green for the current pair: 1. Admission service. 2. RunDecision ledger integration. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index fa2d889..c1d102a 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -65,10 +65,11 @@ Machine-readable compatibility-pair files: Current status: -- The active compatibility pair is green for local release gates. -- Pines pins `mlx-swift` `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` and `mlx-swift-lm` `c8a544503bcdad21ee736feec68f0ed7e07a9b29`. -- Layout V5 is the default TurboQuant layout on this pair; Layout V4 remains supported for legacy and comparison runs. -- Full local Xcode validation has passed for the pair. +- The active compatibility pair is failed/non-green after the Wave 0 baseline `turboquant-wave0-20260531T024557Z`. +- Pines pins `mlx-swift` `b187523536c6923562e3a81613e169da9321f812` and `mlx-swift-lm` `1bf1cc246e17c48527a32c99fffcde41b84cd725`. +- Layout V6 is the default TurboQuant layout on this pair; Layout V4 and V5 remain supported for legacy and comparison runs. +- Current Wave 0 evidence includes passing Pines pin/build gates and Mac benchmark artifacts, but `mlx-swift` TurboQuant tests failed and the app-hosted iOS smoke ended `failed_environmental` before install/launch. +- Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only and cannot make the current pair green. - Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. Wave handoff logs: @@ -111,7 +112,7 @@ These apply to all repos and all branches. Wave 7 implements W29+/MVP 6 platform contracts end to end while keeping every platform feature disabled by default, kill-switched, and evidence-required. -Compatibility-pair `green` closes the local runtime-pair validation gate only. Evidence-backed model claims still require real hardware benchmark import through the evidence pipeline. +Compatibility-pair `green` closes the local runtime-pair validation gate only. Exact pins alone establish an unverified compatibility identity; evidence-backed model claims still require real hardware benchmark import through the evidence pipeline. ## Implementation principle diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index ee8a412..25b4589 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -1,23 +1,38 @@ { "schemaVersion": 1, - "status": "green", + "status": "failed", "pines": { "repo": "pines", "branch": "tq/real-device-evidence-acceptance", - "commit": "branch head", + "commit": "e4d9e99b77b652be089be325e41a509eeb6cb033", "dirtyAtValidation": true }, "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "425d765aa7fa2b2cf111b9c43430054d82d02d07", - "dirtyAtValidation": false + "commit": "b187523536c6923562e3a81613e169da9321f812", + "dirtyAtValidation": true }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "6335ec8a2e25cff94c93992cb921d7a0345b4a22", - "dirtyAtValidation": false + "commit": "1bf1cc246e17c48527a32c99fffcde41b84cd725", + "dirtyAtValidation": true + }, + "wave0Baseline": { + "runID": "turboquant-wave0-20260531T024557Z", + "createdAt": "2026-05-31T03:12:04.443060+00:00", + "mlxArtifactsPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z", + "pinesArtifactsPath": "/Users/mt/Programming/Schtack/pines/artifacts/turboquant-wave0-20260531T024557Z", + "repoStatePath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/repo-state.json", + "validationEventsPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/validation-events.jsonl", + "summaryPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/wave0-summary.json", + "benchmarkCSVPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/wave0-benchmarks.csv", + "performanceParity": false, + "stabilityParity": "partial", + "supportParity": "partial", + "deviceSmokeResult": "failed_environmental", + "notes": "Wave 0 is intentionally non-green: Mac benchmark matrix completed, mlx-swift full TurboQuant tests currently fail lower-bit QK reference checks, and the physical-device app-host smoke was interrupted in code signing before install/launch." }, "schemaSet": { "AdmissionPlan": 1, @@ -40,473 +55,1198 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-27T09:55:00Z", + "validatedAt": "2026-05-31T12:58:06Z", "validationCommands": [ + { + "repo": "mlx-swift", + "command": "swift build --product TurboQuantBenchmark -c release", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-completion-20260531T125806Z/logs/mlx-swift-build-turboquantbenchmark.log", + "runID": "turboquant-completion-20260531T125806Z", + "startedAt": "2026-05-31T13:01:00Z", + "finishedAt": "2026-05-31T13:01:44Z", + "notes": "Release TurboQuantBenchmark product built for the pinned segmented-surface core." + }, + { + "repo": "mlx-swift-lm", + "command": "swift build --product TurboQuantBench -c release", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-completion-20260531T125806Z/logs/mlx-swift-lm-build-turboquantbench.log", + "runID": "turboquant-completion-20260531T125806Z", + "startedAt": "2026-05-31T13:01:00Z", + "finishedAt": "2026-05-31T13:01:24Z", + "notes": "Release TurboQuantBench product built for the pinned LM package. SwiftPM warns this automatic product is built via the default target." + }, + { + "repo": "pines", + "command": "python3 -m json.tool docs/turboquant-implementation/compatibility-pair.json && python3 -m json.tool docs/turboquant-implementation/compatibility-pair.schema.json && git diff --check", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/pines/artifacts/turboquant-completion-20260531T125806Z/logs/pines-json-diff-check.log", + "runID": "turboquant-completion-20260531T125806Z", + "startedAt": "2026-05-31T13:00:52Z", + "finishedAt": "2026-05-31T13:00:52Z", + "notes": "Compatibility manifest JSON, schema JSON, and whitespace diff checks passed." + }, + { + "repo": "mlx-swift", + "command": "swift test --filter TurboQuant", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-completion-20260531T125806Z/logs/mlx-swift-test-turboquant.log", + "runID": "turboquant-completion-20260531T125806Z", + "startedAt": "2026-05-31T12:58:06Z", + "notes": "Post-Wave0 stabilization gate passed on the pinned mlx-swift segmented-surface commit. This resolves the earlier Wave 0 lower-bit QK test blocker but does not prove compressed-vs-FP16 performance parity.", + "finishedAt": "2026-05-31T13:00:16Z" + }, + { + "repo": "mlx-swift", + "command": "MLX_TURBOQUANT_NATIVE_ATTENTION=1 swift test --filter TurboQuantNativeAttentionTests", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-completion-20260531T125806Z/logs/mlx-swift-test-native-attention.log", + "runID": "turboquant-completion-20260531T125806Z", + "startedAt": "2026-05-31T12:58:06Z", + "notes": "Native segmented attention surface tests passed with the rollout gate enabled. The production static MLX fused compressed-attention backend remains unavailable by default; this validates API/fallback contracts, not native performance parity.", + "finishedAt": "2026-05-31T13:00:19Z" + }, + { + "repo": "mlx-swift-lm", + "command": "swift test --filter TurboQuant", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-completion-20260531T125806Z/logs/mlx-swift-lm-test-turboquant.log", + "runID": "turboquant-completion-20260531T125806Z", + "startedAt": "2026-05-31T12:58:06Z", + "notes": "Post-Wave0 LM TurboQuant gate passed after admission-policy and hybrid-cache stabilization.", + "finishedAt": "2026-05-31T13:00:04Z" + }, + { + "repo": "pines", + "command": "bash scripts/ci/check-mlx-package-pins.sh", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/pines/artifacts/turboquant-completion-20260531T125806Z/logs/pines-check-mlx-package-pins.log", + "runID": "turboquant-completion-20260531T125806Z", + "startedAt": "2026-05-31T12:58:06Z", + "notes": "Pin guard passed for project.yml, generated Xcode project, Xcode Package.resolved, docs, compatibility-pair.json, and MLXRuntimeBridge on the current segmented-surface pair.", + "finishedAt": "2026-05-31T13:00:35Z" + }, + { + "repo": "pines", + "command": "swift test --filter TurboQuant", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/pines/artifacts/turboquant-completion-20260531T125806Z/logs/pines-test-turboquant.log", + "runID": "turboquant-completion-20260531T125806Z", + "startedAt": "2026-05-31T12:58:06Z", + "notes": "Pines TurboQuant control-plane, evidence, pin-drift, diagnostics, and runtime bridge tests passed for the current pair.", + "finishedAt": "2026-05-31T13:00:52Z" + }, + { + "repo": "pines", + "command": "PINES_TQ_BENCH_CONTEXTS=8192 PINES_TQ_BENCH_SCHEMES=turbo4v2 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 bash scripts/diagnostics/run-ios-turboquant-bench.sh", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T125227Z/summary.json", + "runID": "ios-turboquant-bench-20260531T125227Z", + "startedAt": "2026-05-31T12:52:27Z", + "finishedAt": "2026-05-31T12:55:00Z", + "notes": "App-hosted physical-device smoke completed on iPhone16,2 / iPhone 15 Pro Max for the current pair. Artifact: /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T125227Z. 8K qwen3.5-2b turbo4v2 result: compressed 11.01 tok/s, plain 600.99 tok/s, speed ratio 0.0183, cosine 0.999992, memory reduction 2.21x. This is real-device smoke evidence, not a green parity result." + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/mlx-swift-build-turboquantbenchmark.log", + "command": "swift build --product TurboQuantBenchmark -c release", + "finishedAt": "2026-05-31T02:46:31Z", + "notes": "Command completed.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:45:58Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo8-8192.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 8192 --preset turbo8 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:46:36Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:46:31Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo8-8192.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 8192 --preset turbo8 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:46:38Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:46:36Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo8-16384.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 16384 --preset turbo8 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:46:43Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:46:38Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo8-16384.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 16384 --preset turbo8 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:46:48Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:46:43Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo8-32768.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 32768 --preset turbo8 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:46:56Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:46:48Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo8-32768.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 32768 --preset turbo8 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:47:04Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:46:56Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo8-65536.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 65536 --preset turbo8 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:47:20Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:47:04Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo8-65536.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 65536 --preset turbo8 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:47:36Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:47:20Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo8-131072.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 131072 --preset turbo8 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:48:07Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:47:36Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo8-131072.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 131072 --preset turbo8 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:48:38Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:48:07Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo4v2-8192.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 8192 --preset turbo4v2 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:48:40Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:48:38Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo4v2-8192.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 8192 --preset turbo4v2 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:48:43Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:48:40Z" + }, + { + "artifactPath": 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"2026-05-31T02:48:51Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:48:47Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo4v2-32768.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 32768 --preset turbo4v2 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:48:59Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:48:51Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo4v2-32768.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 32768 --preset turbo4v2 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:49:07Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:48:59Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo4v2-65536.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 65536 --preset turbo4v2 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:49:21Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:49:07Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo4v2-65536.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 65536 --preset turbo4v2 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:49:35Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:49:21Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo4v2-131072.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 131072 --preset turbo4v2 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:50:03Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:49:35Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo4v2-131072.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 131072 --preset turbo4v2 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:50:31Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:50:03Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo3_5-8192.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 8192 --preset turbo3_5 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:50:34Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:50:31Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo3_5-8192.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 8192 --preset turbo3_5 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:50:36Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:50:34Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo3_5-16384.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 16384 --preset turbo3_5 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:50:40Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:50:36Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo3_5-16384.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 16384 --preset turbo3_5 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:50:44Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:50:40Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo3_5-32768.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 32768 --preset turbo3_5 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:50:52Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:50:44Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo3_5-32768.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 32768 --preset turbo3_5 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:50:59Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:50:52Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo3_5-65536.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 65536 --preset turbo3_5 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:51:14Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:50:59Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo3_5-65536.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 65536 --preset turbo3_5 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:51:28Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:51:14Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/default/core-turbo3_5-131072.json", + "command": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 131072 --preset turbo3_5 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:51:56Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:51:28Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/coop/core-turbo3_5-131072.json", + "command": "TQ_COOP=1 /Users/mt/Programming/Schtack/mlx-forks/mlx-swift/.build/release/TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 131072 --preset turbo3_5 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "finishedAt": "2026-05-31T02:52:24Z", + "notes": "Benchmark emitted valid JSON.", + "repo": "mlx-swift", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:51:56Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/mlx-swift-test-turboquant.log", + "command": "swift test --filter TurboQuant", + "finishedAt": "2026-05-31T02:52:46Z", + "notes": "Command exited with status 1.", + "repo": "mlx-swift", + "result": "failed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:52:24Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/mlx-swift-lm-test-turboquant.log", + "command": "swift test --filter TurboQuant", + "finishedAt": "2026-05-31T02:53:01Z", + "notes": "Command completed.", + "repo": "mlx-swift-lm", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:52:46Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/mlx-swift-lm-build-turboquantbench.log", + "command": "swift build --product TurboQuantBench -c release", + "finishedAt": "2026-05-31T02:56:35Z", + "notes": "Command completed.", + "repo": "mlx-swift-lm", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:53:01Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/mlx-swift-lm-test-turboquantbench.log", + "command": "swift test --filter TurboQuantBench", + "finishedAt": "2026-05-31T02:56:41Z", + "notes": "Command completed.", + "repo": "mlx-swift-lm", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:56:36Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/pines-pin-drift.log", + "command": "swift test --filter TurboQuantPinDriftTests", + "finishedAt": "2026-05-31T02:56:55Z", + "notes": "Command completed.", + "repo": "pines", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:56:41Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/pines-check-mlx-package-pins.log", + "command": "bash scripts/ci/check-mlx-package-pins.sh", + "finishedAt": "2026-05-31T02:56:58Z", + "notes": "Command completed.", + "repo": "pines", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:56:55Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/pines-xcodebuild-generic-ios.log", + "command": "xcodebuild -project Pines.xcodeproj -scheme Pines -destination 'generic/platform=iOS' -skipMacroValidation -skipPackagePluginValidation -onlyUsePackageVersionsFromResolvedFile -disableAutomaticPackageResolution -scmProvider system CODE_SIGNING_ALLOWED=NO build", + "finishedAt": "2026-05-31T02:58:49Z", + "notes": "Command completed.", + "repo": "pines", + "result": "passed", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:56:58Z" + }, + { + "artifactPath": "/Users/mt/Programming/Schtack/pines/artifacts/turboquant-wave0-20260531T024557Z/logs/ios-smoke.log", + "command": "PINES_TQ_BENCH_CONTEXTS=8192 PINES_TQ_BENCH_SCHEMES=turbo4v2 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 bash scripts/diagnostics/run-ios-turboquant-bench.sh", + "finishedAt": "2026-05-31T03:04:33Z", + "notes": "iOS smoke exited with status 241.", + "repo": "pines", + "result": "failed_environmental", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:58:50Z" + } + ], + "signoffs": { + "mlxCoreContracts": { + "required": true, + "approvedBy": "Codex", + "approvedAt": "2026-05-25T06:14:08Z", + "notes": "Explicit TurboQuantContracts.swift, TurboQuantStorageEstimate.swift, Codable tests, and compatibility aliases are present." + }, + "lmTypedErrors": { + "required": true, + "approvedBy": "Codex", + "approvedAt": "2026-05-25T06:14:02Z", + "notes": "TurboQuantRuntimeFailure is present and product TurboQuant generation rejects non-throwing models before runtime attention." + }, + "pinesBridgeIntegration": { + "required": true, + "approvedBy": "Codex", + "approvedAt": "2026-05-25T08:59:32Z", + "notes": "INT-1 bridge implementation adds request-scoped admission, final admission recheck after completion-token fitting, minimal ContextAssemblyPlan metadata, RunDecision metadata, calibration sample metadata, typed failure event metadata, and explicit no-cloud fallback markers. Full SwiftPM and Xcode validation pass on the final production pin pair." + } + }, + "notes": [ + "Post-Wave0 stabilization updated the current pair with passing mlx-swift TurboQuant tests, passing mlx-swift-lm TurboQuant tests, passing Pines pin/TurboQuant tests, and a passing app-hosted physical-device iOS smoke on iPhone16,2 for the exact pins.", + "The current physical-device smoke artifact is /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T125227Z. It reports 8K qwen3.5-2b turbo4v2 compressed 11.01 tok/s, plain 600.99 tok/s, speed ratio 0.0183, cosine 0.999992, and 2.21x KV memory reduction.", + "The pair remains failed/non-green because compressed equal-context throughput is far below raw FP16 and production native MLX fused compressed-domain attention is still not available by default. TurboQuant remains a capacity route until later evidence proves parity.", + "Authoritative current-pair status is failed/non-green. Historical pass, smoke, simulator, and Mac proof evidence remains retained below but is superseded by the Wave 0 baseline and cannot green the current pair.", + "Pins alone establish only an unverified compatibility identity. Verified and Certified product labels require accepted real-device evidence for the exact model/device/mode tuple plus passing quality, memory, throughput, and fallback gates.", + "Wave 2 INT-2A updated project.yml, generated Xcode project pins, Xcode Package.resolved, and docs/TURBOQUANT.md to the validated Wave 1 MLX pair.", + "The Pines commit recorded here is the committed production pin and runtime-bridge integration commit validated before this metadata-only manifest update.", + "Wave 0 blockers resolved: core contracts are in explicit files, LM typed errors are present, product TurboQuant generation requires throwing models, Pines reuses existing TurboQuant DTOs, and fallback-contract hashes are implemented.", + "Wave 1 prerequisites validated: core contracts/router, LM runtime failures/cache snapshots/admission planner, and PinesCore control-plane tests passed.", + "Full Xcode validation is green on the final production pin pair. The previous xcodebuild package-resolution stall was resolved by removing ignored generated build artifacts and using locked package-resolution flags.", + "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", + "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", + "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", + "mlx-swift e60a719ea85c4284c2619ba0523b21956f70a0f0 keeps the Mac-gated Qwen GQA fused optimizations and adds a measured block-parallel token-block tuning surface to the core attention API and benchmark reports. The forced 256-token block shape helps some 32K/64K p95 cases but remains an explicit tuning option, not the default, because it falls back at 128K.", + "mlx-swift-lm 6ef60007409b316cefbc7760cb500f40ffb127c1 pins the tunable grouped-query fused core, removes duplicate decode canonicalization/redundant steady-state compressed validation, and records block-size overrides in TurboQuantQwenProof schema v4.", + "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. Reserved-capacity p95 rates at 32K were Turbo8 28.89 tok/s, Turbo4V2 30.84 tok/s, and Turbo3.5 31.44 tok/s. All 64K and 128K rows passed quality but remain experiment-only below the 20 tok/s p95 production floor in this run.", + "mlx-swift 776aaf9520ae4b506781d32b674b56f8a18dc165 promotes Layout V6 with fixed-tail split-magnitude key storage for Turbo3.5/Turbo2.5, derived high-lane membership, compact key high/residual masks, and no variable prefix-scan in the fused attention read path.", + "mlx-swift-lm fbaf2df6218acf2b6a21f69ae49d28ed87a301b6 pins the Layout V6 core and adds direct initial compressed cache commits, lightweight compressed update checkpoints, compact v6 append/expand/snapshot restore handling, and packed-fallback guards for invalid group-size dimensions.", + "TurboQuantQwenProof strict Mac release proof passed locally for Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative shapes with fp16, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 9/9 production ok. 32K p95 rates were Turbo8 43.53-44.61 tok/s, Turbo4V2 46.97-47.41 tok/s, and Turbo3.5 46.87-47.31 tok/s. 64K experiment p95 rates were 25.25-28.01 tok/s; 128K experiment p95 rates were 13.55-15.04 tok/s.", + "mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 adds automatic block-parallel token planning and stores block-parallel fused value partials in fp16/bf16 for non-float32 decode while preserving float32 stats and final reduction accumulation.", + "mlx-swift-lm d1465b7e7156355acda6fd063e5a5b93f9efb903 pins the fused-partial core and promotes TurboQuantQwenProof schema v5 with recommended/effective block-token planning metadata.", + "TurboQuantQwenProof strict Mac release proof passed locally for Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative shapes with fp16, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, automatic 512-token block planning, and Turbo8/Turbo4V2/Turbo3.5: 9/9 production ok. 32K p95 rates were Turbo8 44.43-44.64 tok/s, Turbo4V2 46.63-47.32 tok/s, and Turbo3.5 46.98-47.28 tok/s. 64K experiment p95 rates were 25.38-27.80 tok/s; 128K experiment p95 rates were 13.61-15.07 tok/s.", + "Pines pins the fused-partial compatibility pair mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 plus mlx-swift-lm d1465b7e7156355acda6fd063e5a5b93f9efb903 after local pin guard, focused TurboQuant tests, core runner, and locked Xcode package resolution passed.", + "mlx-swift-lm 6335ec8a2e25cff94c93992cb921d7a0345b4a22 adds KVCacheStrategy.adaptiveTurboQuant, raw SDPA memory admission, 16K raw-first Qwen routing, compressed fallback when raw does not fit, and TurboQuantQwenProof schema v6 production-route reporting.", + "Schema-v6 adaptive Qwen proof reports 8K/16K production routes as rawSDPA with plainRawSDPA throughput, and 32K/64K routes as turboQuantCompressed with fused compressed throughput.", + "Pines pins the adaptive raw-first compatibility pair mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 plus mlx-swift-lm 6335ec8a2e25cff94c93992cb921d7a0345b4a22; short local TurboQuant requests now preserve TurboQuant admission instead of disabling it, so MLX can choose compressed TurboQuant when raw SDPA is not admitted.", + "mlx-swift b187523536c6923562e3a81613e169da9321f812 adds the opt-in cooperative coalesced QK decode path behind TQ_COOP=1 for long-context A-series validation.", + "mlx-swift-lm 1bf1cc246e17c48527a32c99fffcde41b84cd725 removes the legacy turbo3 bit-metadata alias as a distinct advertised profile and adds the TurboQuantBench library/test harness for physical-device attention sweeps.", + "Pines pins mlx-swift b187523536c6923562e3a81613e169da9321f812 plus mlx-swift-lm 1bf1cc246e17c48527a32c99fffcde41b84cd725 and exposes a Debug app-hosted TurboQuant benchmark launch mode so real iPhone runs no longer depend on tool-hosted Swift package tests.", + "The 2026-05-31 app-hosted smoke run on iPhone16,2 / iPhone 15 Pro Max completed inside the Pines app host for the current pair. It confirms the device execution path and artifact capture, while the 8K turbo4v2 compressed-vs-plain result still shows compressed attention far below equal-context FP16 throughput: 22.22 tok/s compressed, 634.54 tok/s plain, 0.0350 speed ratio, 0.999824 cosine similarity, and 3.05x KV memory reduction.", + "Wave 0 baseline capture turboquant-wave0-20260531T024557Z recorded repo state for mlx, mlx-c, mlx-swift, mlx-swift-lm, and pines plus benchmark/test/build artifacts under /Users/mt/Programming/Schtack/mlx-forks/artifacts and /Users/mt/Programming/Schtack/pines/artifacts.", + "Wave 0 Mac TurboQuantBenchmark completed the 8K/16K/32K/64K/128K matrix for turbo8, turbo4v2, and turbo3_5 in default and TQ_COOP=1 modes. The capture harness now preserves route/backend/kernel flags and plain-vs-compressed speed ratio fields for reruns.", + "Wave 0 local release status is non-green: mlx-swift swift test --filter TurboQuant failed in testTurboQuantMetalLowerBitQKMatchesProductReferenceWhenAvailable with 144 lower-bit QK reference failures; mlx-swift-lm TurboQuant tests/builds, Pines pin drift, package-pin checks, and generic iOS build passed.", + "Wave 0 iOS app-host smoke was attempted on physical device 7BFB7B72-C40C-58A7-B2C6-F075BDE21116 but did not reach install/launch; xcodebuild was interrupted after the code-sign step stalled. The run is recorded as failed_environmental, not as real-device benchmark evidence.", + "Wave 0 parity verdict is performanceParity=false, stabilityParity=partial, supportParity=partial. Compressed equal-context throughput is not on parity with raw FP16, and TurboQuant remains a capacity route until later waves prove otherwise." + ], + "productionPinPromotion": { + "branch": "tq/real-device-evidence-acceptance", + "pinnedMLXSwift": "b187523536c6923562e3a81613e169da9321f812", + "pinnedMLXSwiftLM": "1bf1cc246e17c48527a32c99fffcde41b84cd725", + "compatibilityPairID": "mlx-swift-b187523536c6923562e3a81613e169da9321f812+mlx-swift-lm-1bf1cc246e17c48527a32c99fffcde41b84cd725", + "releaseGate": "non-green after post-Wave0 stabilization: mlx-swift, mlx-swift-lm, Pines pin guard, Pines TurboQuant tests, and one physical-device app-hosted iOS smoke passed on the current pins, but compressed equal-context throughput is still far below raw FP16 and the production native MLX fused compressed-attention backend is not enabled by default. TurboQuant remains a capacity route; no Verified or Certified model/device/mode claim is promoted." + }, + "statusReason": "Authoritative current-pair status is failed/non-green. Post-Wave0 gates now include passing mlx-swift TurboQuant tests, passing mlx-swift-lm TurboQuant tests, passing Pines pin/TurboQuant tests, and a passing physical-device app-hosted smoke for the exact pins, but performance parity is not achieved (8K iPhone turbo4v2 ratio 0.0183 versus raw FP16) and production native fused compressed attention remains unavailable by default. Status must remain failed until performance, native-backend, benchmark-matrix, and release gates all have current evidence.", + "compatibilityPairID": "mlx-swift-b187523536c6923562e3a81613e169da9321f812+mlx-swift-lm-1bf1cc246e17c48527a32c99fffcde41b84cd725", + "claimPolicy": { + "pinsOnlyEvidenceLevel": "unverified", + "verifiedOrCertifiedProductClaimsAllowed": false, + "requiresRealDeviceEvidence": true, + "notes": "Exact MLX pins are necessary for reproducibility, but pins, smoke tests, simulator builds, and historical pass evidence are not sufficient for Verified or Certified product claims." + }, + "historicalValidationCommands": [ + { + "artifactPath": "/Users/mt/Programming/Schtack/pines/artifacts/turboquant-wave0-20260531T024557Z/logs/ios-smoke.log", + "command": "PINES_TQ_BENCH_CONTEXTS=8192 PINES_TQ_BENCH_SCHEMES=turbo4v2 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 bash scripts/diagnostics/run-ios-turboquant-bench.sh", + "finishedAt": "2026-05-31T03:04:33Z", + "notes": "iOS smoke exited with status 241. Historical Wave 0 evidence only; it is superseded by the current post-Wave0 app-hosted smoke and cannot make the current pair green.", + "repo": "pines", + "result": "failed_environmental", + "runID": "turboquant-wave0-20260531T024557Z", + "startedAt": "2026-05-31T02:58:50Z", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-completion-20260531T125806Z" + }, { "repo": "pines", "command": "swift test --filter 'turboQuant|localInference|versionedEnvelope'", "result": "passed", - "notes": "Wave 0 targeted schema/failure tests passed after blocker-resolution docs." + "notes": "Wave 0 targeted schema/failure tests passed after blocker-resolution docs. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift test --filter TurboQuantFallbackContractTests", "result": "passed", - "notes": "Wave 0 targeted fallback-contract tests passed after blocker-resolution docs." + "notes": "Wave 0 targeted fallback-contract tests passed after blocker-resolution docs. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift", "command": "swift test --filter TurboQuantContractsTests", "result": "passed", - "notes": "Wave 0 targeted contract tests passed after explicit TurboQuantContracts.swift split." + "notes": "Wave 0 targeted contract tests passed after explicit TurboQuantContracts.swift split. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift test --filter TurboQuantRuntimeFailureTests", "result": "passed", - "notes": "Wave 0 targeted runtime-failure tests passed, including non-throwing model rejection before runtime attention." + "notes": "Wave 0 targeted runtime-failure tests passed, including non-throwing model rejection before runtime attention. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" + }, + { + "repo": "mlx-swift", + "command": "swift build --product TurboQuantBenchmark -c release", + "result": "passed", + "notes": "Release benchmark runner built after the fixed-tail layout redesign. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" + }, + { + "repo": "mlx-swift", + "command": "swift build --product TurboQuantBenchmark -c release", + "result": "passed", + "notes": "Release benchmark runner built after fused-partial block-planning changes. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" + }, + { + "repo": "mlx-swift", + "command": "swift test --filter TurboQuantBenchmarkReportTests", + "result": "passed", + "notes": "Focused Wave 0 benchmark schema round-trip tests passed after adding raw/plain SDPA comparison fields. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" + }, + { + "repo": "mlx-swift-lm", + "command": "swift test --filter TurboQuantBenchTests", + "result": "passed", + "notes": "TurboQuantBench smoke and legacy-result JSON compatibility tests passed after adding Wave 0 app-host fields. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" + }, + { + "repo": "mlx-swift-lm", + "command": "swift build --product TurboQuantBench -c release", + "result": "passed", + "notes": "Release TurboQuantBench build passed after adding legacy JSON defaults for Wave 0 app-host fields. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" + }, + { + "repo": "mlx-swift-lm", + "command": "swift test --filter TurboQuant", + "result": "passed", + "notes": "Full focused TurboQuant filter passed after adding Wave 0 app-host schema compatibility defaults. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift build --disable-automatic-resolution", "result": "passed", - "notes": "Wave 2 PinesCore build passed after INT-1 metadata and schema additions." + "notes": "Wave 2 PinesCore build passed after INT-1 metadata and schema additions. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift test --disable-automatic-resolution", "result": "passed", - "notes": "Wave 2 full PinesCore package tests passed: 142 Swift Testing tests." + "notes": "Wave 2 full PinesCore package tests passed: 142 Swift Testing tests. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", "result": "passed", - "notes": "Wave 2 PinesCoreTestRunner passed." + "notes": "Wave 2 PinesCoreTestRunner passed. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/xcodegen.sh generate", "result": "passed", - "notes": "Wave 2 regenerated Pines.xcodeproj after exact MLX pin update." + "notes": "Wave 2 regenerated Pines.xcodeproj after exact MLX pin update. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh generate && bash scripts/ci/run-xcode-validation.sh finalize", "result": "passed", - "notes": "Generated project and package-lock drift checks passed." + "notes": "Generated project and package-lock drift checks passed. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh all", "result": "passed", - "notes": "Full Xcode validation passed on the final production pin pair: locked package resolution, unsigned iOS app build, build-for-testing, PinesTests unit smoke, PinesUITests UI smoke, and final generated-project/package drift checks." + "notes": "Full Xcode validation passed on the final production pin pair: locked package resolution, unsigned iOS app build, build-for-testing, PinesTests unit smoke, PinesUITests UI smoke, and final generated-project/package drift checks. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "xcrun swiftc -parse -I .build/debug/Modules Pines/Runtime/MLXRuntimeBridge.swift", "result": "passed", - "notes": "Syntax parse of the INT-1 bridge file passed outside Xcode, including the post-audit final admission recheck." + "notes": "Syntax parse of the INT-1 bridge file passed outside Xcode, including the post-audit final admission recheck. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift test --filter TurboQuantWave1ControlPlaneTests", "result": "passed", - "notes": "Focused Wave 2 control-plane metadata tests passed after the post-audit bridge tightening." + "notes": "Focused Wave 2 control-plane metadata tests passed after the post-audit bridge tightening. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "notes": "Exact MLX fork pins are synchronized across project.yml and generated Xcode project and are above known-good minimum revisions." + "notes": "Exact MLX fork pins are synchronized across project.yml and generated Xcode project and are above known-good minimum revisions. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "git diff --check", "result": "passed", - "notes": "Final Wave 2 closeout diff check passed." + "notes": "Final Wave 2 closeout diff check passed. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "node -e \"JSON.parse(require('fs').readFileSync('docs/turboquant-implementation/compatibility-pair.json','utf8'))\"", "result": "passed", - "notes": "Machine-readable compatibility manifest parses as valid JSON after Wave 2 updates." + "notes": "Machine-readable compatibility manifest parses as valid JSON after Wave 2 updates. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift", "command": "swift build", "result": "passed", - "notes": "Wave 2 sidecar validation; existing unhandled Source/Examples warnings only." + "notes": "Wave 2 sidecar validation; existing unhandled Source/Examples warnings only. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift", "command": "swift test --filter TurboQuantContractsTests && swift test --filter TurboQuantValidationTests && swift test --filter TurboQuantAttentionRouterTests", "result": "passed", - "notes": "Wave 2 sidecar validation passed 14 focused Wave 1 prerequisite tests." + "notes": "Wave 2 sidecar validation passed 14 focused Wave 1 prerequisite tests. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift build --target MLXLMCommon", "result": "passed", - "notes": "Wave 2 sidecar validation passed." + "notes": "Wave 2 sidecar validation passed. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift test --filter TurboQuantRuntimeFailureTests && swift test --filter TurboQuantCacheRuntimeSnapshotTests && swift test --filter TurboQuantAdmissionPlannerTests", "result": "passed", - "notes": "Wave 2 sidecar validation passed 17 focused Wave 1 prerequisite tests." + "notes": "Wave 2 sidecar validation passed 17 focused Wave 1 prerequisite tests. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift build --disable-automatic-resolution", "result": "passed", - "notes": "Wave 3.5 production pin branch builds after promoting project.yml and generated Xcode package references to the final Wave 7 MLX pair." + "notes": "Wave 3.5 production pin branch builds after promoting project.yml and generated Xcode package references to the final Wave 7 MLX pair. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift test --disable-automatic-resolution", "result": "passed", - "notes": "Full SwiftPM test suite passed with 189 tests on the production pin branch." + "notes": "Full SwiftPM test suite passed with 189 tests on the production pin branch. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", "result": "passed", - "notes": "PinesCoreTestRunner passed after pin promotion." + "notes": "PinesCoreTestRunner passed after pin promotion. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "notes": "Pin guard now verifies project.yml, generated Xcode package references, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge compatibility pair ID." + "notes": "Pin guard now verifies project.yml, generated Xcode package references, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge compatibility pair ID. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "python3 -m json.tool docs/turboquant-implementation/compatibility-pair.json && jsonschema.validate(...)", "result": "passed", - "notes": "Compatibility pair JSON parses and validates against the local schema after adding productionPinPromotion metadata." + "notes": "Compatibility pair JSON parses and validates against the local schema after adding productionPinPromotion metadata. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/xcodegen.sh generate && bash scripts/ci/run-xcode-validation.sh prepare/generate/finalize", "result": "passed", - "notes": "Generated project and package-lock drift checks pass after normalizing the pre-existing scheme drift." + "notes": "Generated project and package-lock drift checks pass after normalizing the pre-existing scheme drift. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh all", "result": "passed", - "notes": "The prior xcodebuild package-resolution stall is resolved after removing ignored generated build artifacts and using locked Xcode package resolution flags. The final run checked out mlx-swift 260c8fb and mlx-swift-lm e432935 and completed all Xcode gates." + "notes": "The prior xcodebuild package-resolution stall is resolved after removing ignored generated build artifacts and using locked Xcode package resolution flags. The final run checked out mlx-swift 260c8fb and mlx-swift-lm e432935 and completed all Xcode gates. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift test --disable-automatic-resolution", "result": "passed", - "notes": "Full MLX-LM package suite passed after screenshot-model regressions: 116 XCTest tests and 194 Swift Testing tests." + "notes": "Full MLX-LM package suite passed after screenshot-model regressions: 116 XCTest tests and 194 Swift Testing tests. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift build --disable-automatic-resolution", "result": "passed", - "notes": "PinesCore package build passed after pinning mlx-swift-lm e432935." + "notes": "PinesCore package build passed after pinning mlx-swift-lm e432935. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift test --disable-automatic-resolution", "result": "passed", - "notes": "Full PinesCore package suite passed after screenshot-model regressions: 195 Swift Testing tests." + "notes": "Full PinesCore package suite passed after screenshot-model regressions: 195 Swift Testing tests. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", "result": "passed", - "notes": "PinesCoreTestRunner passed after pinning mlx-swift-lm e432935." + "notes": "PinesCoreTestRunner passed after pinning mlx-swift-lm e432935. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "notes": "Pin guard passed after project.yml, generated Xcode project, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge compatibility pair ID moved to mlx-swift-lm e432935." + "notes": "Pin guard passed after project.yml, generated Xcode project, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge compatibility pair ID moved to mlx-swift-lm e432935. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh all", "result": "passed", - "notes": "Full Xcode validation passed against mlx-swift-lm e432935: locked package resolution, unsigned iOS app build, build-for-testing, PinesTests unit smoke, PinesUITests UI smoke, and final generated-project/package drift checks." + "notes": "Full Xcode validation passed against mlx-swift-lm e432935: locked package resolution, unsigned iOS app build, build-for-testing, PinesTests unit smoke, PinesUITests UI smoke, and final generated-project/package drift checks. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "xcrun xctrace list devices", "result": "skipped", - "notes": "No online iPhone-class device was available. The only iPhone-class physical device was listed offline, so the required real-device verified tuple could not be produced in this workspace." + "notes": "No online iPhone-class device was available. The only iPhone-class physical device was listed offline, so the required real-device verified tuple could not be produced in this workspace. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "notes": "Pin guard passed after promoting Pines to mlx-swift e60a719ea85c4284c2619ba0523b21956f70a0f0 and mlx-swift-lm 6ef60007409b316cefbc7760cb500f40ffb127c1." + "notes": "Pin guard passed after promoting Pines to mlx-swift e60a719ea85c4284c2619ba0523b21956f70a0f0 and mlx-swift-lm 6ef60007409b316cefbc7760cb500f40ffb127c1. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "Focused Pines TurboQuant suite passed 69 Swift Testing cases on the promoted fused compatibility pair." + "notes": "Focused Pines TurboQuant suite passed 69 Swift Testing cases on the promoted fused compatibility pair. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", "result": "passed", - "notes": "PinesCoreTestRunner passed on the promoted fused compatibility pair." + "notes": "PinesCoreTestRunner passed on the promoted fused compatibility pair. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", "result": "passed", - "notes": "Locked Xcode package resolution checked out mlx-swift e60a719 and mlx-swift-lm 6ef6000 with no package-lock drift." + "notes": "Locked Xcode package resolution checked out mlx-swift e60a719 and mlx-swift-lm 6ef6000 with no package-lock drift. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "Block-parallel fused partial/reduce kernels, Mac Apple silicon profile selection, grouped-query block fused decode optimizations, active-block dispatch, p50/p95 benchmark reporting, and cross-scheme long-context fused correctness passed locally." + "notes": "Block-parallel fused partial/reduce kernels, Mac Apple silicon profile selection, grouped-query block fused decode optimizations, active-block dispatch, p50/p95 benchmark reporting, and cross-scheme long-context fused correctness passed locally. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "Qwen throughput-policy routing, production/large-context proof accounting, profile metadata, and TurboQuant cache/profile tests passed locally." + "notes": "Qwen throughput-policy routing, production/large-context proof accounting, profile metadata, and TurboQuant cache/profile tests passed locally. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift run -c release TurboQuantQwenProof --profiles qwen3.5-2b --schemes turbo8,turbo4v2,turbo3_5 --contexts 32768 --experimental-contexts 65536,131072 --query-lengths 1 --iterations 20 --warmup 4 --dtype float16 --min-extended-tokens-per-second 20 --reserved-capacity 131072 --strict", "result": "passed", - "notes": "Strict Mac proof passed 3/3 32K production Qwen-shaped fused cases with 128K reserved capacity. Reserved-capacity p95 rates at 32K were Turbo8 28.89 tok/s, Turbo4V2 30.84 tok/s, and Turbo3.5 31.44 tok/s. All 64K and 128K rows passed quality but remain experiment-only below the 20 tok/s p95 production floor in this run." + "notes": "Strict Mac proof passed 3/3 32K production Qwen-shaped fused cases with 128K reserved capacity. Reserved-capacity p95 rates at 32K were Turbo8 28.89 tok/s, Turbo4V2 30.84 tok/s, and Turbo3.5 31.44 tok/s. All 64K and 128K rows passed quality but remain experiment-only below the 20 tok/s p95 production floor in this run. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "TurboQuantQwenProof --path-compare --profiles qwen3.5-2b --contexts 8192,16384,32768 --query-lengths 1 --iterations 20 --dtype float16 --schemes turbo8,turbo4v2,turbo3_5 --attention-paths two-stage,fused --min-extended-tokens-per-second 20 --cooldown-ms 500", "result": "passed", - "notes": "Forced path comparison showed fused beating two-stage at p50/p95 through 32K on the local Mac proof machine for Turbo8, Turbo4V2, and Turbo3.5." + "notes": "Forced path comparison showed fused beating two-stage at p50/p95 through 32K on the local Mac proof machine for Turbo8, Turbo4V2, and Turbo3.5. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "Layout V6 fixed-tail split-magnitude storage, compact derived high masks, storage estimates, validation, and TurboQuant attention tests passed locally: 86 Swift Testing tests." - }, - { - "repo": "mlx-swift", - "command": "swift build --product TurboQuantBenchmark -c release", - "result": "passed", - "notes": "Release benchmark runner built after the fixed-tail layout redesign." + "notes": "Layout V6 fixed-tail split-magnitude storage, compact derived high masks, storage estimates, validation, and TurboQuant attention tests passed locally: 86 Swift Testing tests. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "TurboQuant cache/profile/runtime tests passed locally after direct initial compressed commits, lightweight update checkpoints, compact v6 snapshot restore, and packed-fallback group-size guards: 109 Swift Testing/XCTest cases." + "notes": "TurboQuant cache/profile/runtime tests passed locally after direct initial compressed commits, lightweight update checkpoints, compact v6 snapshot restore, and packed-fallback group-size guards: 109 Swift Testing/XCTest cases. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift build -c release --product TurboQuantQwenProof", "result": "passed", - "notes": "Release Qwen proof runner built against mlx-swift 776aaf9 and mlx-swift-lm fbaf2df." + "notes": "Release Qwen proof runner built against mlx-swift 776aaf9 and mlx-swift-lm fbaf2df. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "TurboQuantQwenProof --profiles qwen3.5-2b,qwen3.6-27b,qwen3.6-35b-a3b --schemes turbo8,turbo4v2,turbo3_5 --contexts 32768 --experimental-contexts 65536,131072 --query-lengths 1 --iterations 8 --warmup 2 --strict --reserved-capacity 131072 --min-extended-tokens-per-second 20", "result": "passed", - "notes": "Strict Mac proof passed 9/9 32K production Qwen-shaped fused cases across representative Qwen3.5/Qwen3.6 profiles. 64K experiment rows passed the 20 tok/s floor; 128K rows kept valid quality and online fused routing but remained below the 20 tok/s production floor on this Mac. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-v6-fixedtail-mac-20260527T0150Z/qwen-proof-32k-64k-128k.json." + "notes": "Strict Mac proof passed 9/9 32K production Qwen-shaped fused cases across representative Qwen3.5/Qwen3.6 profiles. 64K experiment rows passed the 20 tok/s floor; 128K rows kept valid quality and online fused routing but remained below the 20 tok/s production floor on this Mac. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-v6-fixedtail-mac-20260527T0150Z/qwen-proof-32k-64k-128k.json. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "notes": "Pin guard passed for project.yml, generated Xcode package references, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge on mlx-swift 776aaf9 plus mlx-swift-lm fbaf2df." + "notes": "Pin guard passed for project.yml, generated Xcode package references, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge on mlx-swift 776aaf9 plus mlx-swift-lm fbaf2df. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "Focused Pines TurboQuant control-plane suite passed 69 Swift Testing cases on the Layout V6 compatibility pair." + "notes": "Focused Pines TurboQuant control-plane suite passed 69 Swift Testing cases on the Layout V6 compatibility pair. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", "result": "passed", - "notes": "PinesCoreTestRunner passed on the Layout V6 compatibility pair." + "notes": "PinesCoreTestRunner passed on the Layout V6 compatibility pair. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", "result": "passed", - "notes": "Locked Xcode package resolution checked out mlx-swift 776aaf9 and mlx-swift-lm fbaf2df with no package-lock drift." + "notes": "Locked Xcode package resolution checked out mlx-swift 776aaf9 and mlx-swift-lm fbaf2df with no package-lock drift. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "python3 -m json.tool docs/turboquant-implementation/compatibility-pair.json && git diff --check -- project.yml Pines.xcodeproj/project.pbxproj Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved Pines/Runtime/MLXRuntimeBridge.swift docs/TURBOQUANT.md docs/turboquant-implementation/compatibility-pair.json", "result": "passed", - "notes": "Compatibility manifest parses and edited files pass whitespace checks." + "notes": "Compatibility manifest parses and edited files pass whitespace checks. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "Focused TurboQuant suite passed 87 XCTest cases after automatic block-token planning and fp16/bf16 block-partial value storage." - }, - { - "repo": "mlx-swift", - "command": "swift build --product TurboQuantBenchmark -c release", - "result": "passed", - "notes": "Release benchmark runner built after fused-partial block-planning changes." + "notes": "Focused TurboQuant suite passed 87 XCTest cases after automatic block-token planning and fp16/bf16 block-partial value storage. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift", "command": "TurboQuantBenchmark --json --iterations 12 --warmup 3 --context 65536,131072 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1 --preset turbo8,turbo4v2,turbo3_5", "result": "passed", - "notes": "Mac core sweep kept online fused routing and quality-compatible execution. 64K p95 was Turbo8 25.39, Turbo4V2 27.78, Turbo3.5 28.05 tok/s; 128K p95 was Turbo8 13.77, Turbo4V2 15.00, Turbo3.5 14.93 tok/s. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-fused-partials-mac-20260527T085819Z." + "notes": "Mac core sweep kept online fused routing and quality-compatible execution. 64K p95 was Turbo8 25.39, Turbo4V2 27.78, Turbo3.5 28.05 tok/s; 128K p95 was Turbo8 13.77, Turbo4V2 15.00, Turbo3.5 14.93 tok/s. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-fused-partials-mac-20260527T085819Z. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "TurboQuant cache/profile/runtime tests passed locally against mlx-swift 425d765: 109 Swift Testing/XCTest cases." + "notes": "TurboQuant cache/profile/runtime tests passed locally against mlx-swift 425d765: 109 Swift Testing/XCTest cases. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift build -c release --product TurboQuantQwenProof", "result": "passed", - "notes": "Release Qwen proof runner built against mlx-swift 425d765 and mlx-swift-lm d1465b7." + "notes": "Release Qwen proof runner built against mlx-swift 425d765 and mlx-swift-lm d1465b7. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "TurboQuantQwenProof --profiles qwen3.5-2b,qwen3.6-27b,qwen3.6-35b-a3b --schemes turbo8,turbo4v2,turbo3_5 --contexts 32768 --experimental-contexts 65536,131072 --query-lengths 1 --iterations 8 --warmup 2 --strict --reserved-capacity 131072 --min-extended-tokens-per-second 20", "result": "passed", - "notes": "Schema-v5 strict Mac proof passed 9/9 32K production rows with automatic 512-token block planning. 64K experiment rows passed the 20 tok/s p95 floor; 128K rows kept valid quality and online fused routing but remained below the 20 tok/s production floor. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-fused-partials-mac-20260527T085819Z/qwen-proof-32k-64k-128k.json." + "notes": "Schema-v5 strict Mac proof passed 9/9 32K production rows with automatic 512-token block planning. 64K experiment rows passed the 20 tok/s p95 floor; 128K rows kept valid quality and online fused routing but remained below the 20 tok/s production floor. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-fused-partials-mac-20260527T085819Z/qwen-proof-32k-64k-128k.json. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "notes": "Pin guard passed for project.yml, generated Xcode package references, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge on mlx-swift 425d765 plus mlx-swift-lm d1465b7." + "notes": "Pin guard passed for project.yml, generated Xcode package references, Xcode Package.resolved, docs/TURBOQUANT.md, compatibility-pair.json, and MLXRuntimeBridge on mlx-swift 425d765 plus mlx-swift-lm d1465b7. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "Focused Pines TurboQuant control-plane suite passed 69 Swift Testing cases on the fused-partial compatibility pair." + "notes": "Focused Pines TurboQuant control-plane suite passed 69 Swift Testing cases on the fused-partial compatibility pair. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", "result": "passed", - "notes": "PinesCoreTestRunner passed on the fused-partial compatibility pair." + "notes": "PinesCoreTestRunner passed on the fused-partial compatibility pair. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", "result": "passed", - "notes": "Locked Xcode package resolution checked out mlx-swift 425d765 and mlx-swift-lm d1465b7 with no package-lock drift." + "notes": "Locked Xcode package resolution checked out mlx-swift 425d765 and mlx-swift-lm d1465b7 with no package-lock drift. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "TurboQuant cache/profile/runtime tests passed locally after adaptive raw-first routing: 115 Swift Testing/XCTest cases." + "notes": "TurboQuant cache/profile/runtime tests passed locally after adaptive raw-first routing: 115 Swift Testing/XCTest cases. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "swift build -c release --product TurboQuantQwenProof", "result": "passed", - "notes": "Release Qwen proof runner built against mlx-swift 425d765 and mlx-swift-lm 6335ec8." + "notes": "Release Qwen proof runner built against mlx-swift 425d765 and mlx-swift-lm 6335ec8. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "mlx-swift-lm", "command": "TurboQuantQwenProof --profiles qwen3.5-2b,qwen3.6-27b,qwen3.6-35b-a3b --schemes turbo8,turbo4v2,turbo3_5 --contexts 8192,16384 --experimental-contexts 32768,65536 --query-lengths 1 --iterations 12 --warmup 3 --strict --plain-route-threshold 16384 --reserved-capacity 65536 --min-extended-tokens-per-second 20", "result": "passed", - "notes": "Schema-v6 strict Mac proof passed 18/18 8K/16K production rows with rawSDPA production routing. Production p95: 8K 529.65-1280.31 tok/s, 16K 393.55-963.43 tok/s. 32K TurboQuant compressed experiment rows passed at 29.90-43.20 tok/s p95. 64K Turbo4V2/Turbo3.5 passed at 24.96-26.55 tok/s p95, while 64K Turbo8 stayed experiment-only at 18.30-19.43 tok/s p95. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-adaptive-route-mac-20260527T094606Z/qwen-proof-adaptive-8k-16k-32k-64k.json." + "notes": "Schema-v6 strict Mac proof passed 18/18 8K/16K production rows with rawSDPA production routing. Production p95: 8K 529.65-1280.31 tok/s, 16K 393.55-963.43 tok/s. 32K TurboQuant compressed experiment rows passed at 29.90-43.20 tok/s p95. 64K Turbo4V2/Turbo3.5 passed at 24.96-26.55 tok/s p95, while 64K Turbo8 stayed experiment-only at 18.30-19.43 tok/s p95. Artifact: /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-adaptive-route-mac-20260527T094606Z/qwen-proof-adaptive-8k-16k-32k-64k.json. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "notes": "Pin guard passed after updating project.yml, generated Xcode project, Xcode Package.resolved, docs, compatibility-pair.json, and MLXRuntimeBridge to mlx-swift-lm 6335ec8." + "notes": "Pin guard passed after updating project.yml, generated Xcode project, Xcode Package.resolved, docs, compatibility-pair.json, and MLXRuntimeBridge to mlx-swift-lm 6335ec8. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift test --filter TurboQuant", "result": "passed", - "notes": "Focused Pines TurboQuant control-plane suite passed 69 Swift Testing cases on the adaptive raw-first compatibility pair." + "notes": "Focused Pines TurboQuant control-plane suite passed 69 Swift Testing cases on the adaptive raw-first compatibility pair. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "swift run --disable-automatic-resolution PinesCoreTestRunner", "result": "passed", - "notes": "PinesCoreTestRunner passed on the adaptive raw-first compatibility pair." + "notes": "PinesCoreTestRunner passed on the adaptive raw-first compatibility pair. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "bash scripts/ci/run-xcode-validation.sh prepare && bash scripts/ci/run-xcode-validation.sh resolve", "result": "passed", - "notes": "Locked Xcode package resolution checked out mlx-swift 425d765 and mlx-swift-lm 6335ec8 with no package-lock drift." + "notes": "Locked Xcode package resolution checked out mlx-swift 425d765 and mlx-swift-lm 6335ec8 with no package-lock drift. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, { "repo": "pines", "command": "python3 -m json.tool docs/turboquant-implementation/compatibility-pair.json && git diff --check", "result": "passed", - "notes": "Compatibility manifest JSON parsed and staged TurboQuant pin/docs/runtime diffs passed whitespace checks." - } - ], - "signoffs": { - "mlxCoreContracts": { - "required": true, - "approvedBy": "Codex", - "approvedAt": "2026-05-25T06:14:08Z", - "notes": "Explicit TurboQuantContracts.swift, TurboQuantStorageEstimate.swift, Codable tests, and compatibility aliases are present." + "notes": "Compatibility manifest JSON parsed and staged TurboQuant pin/docs/runtime diffs passed whitespace checks. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, - "lmTypedErrors": { - "required": true, - "approvedBy": "Codex", - "approvedAt": "2026-05-25T06:14:02Z", - "notes": "TurboQuantRuntimeFailure is present and product TurboQuant generation rejects non-throwing models before runtime attention." + { + "repo": "pines", + "command": "swift test --filter TurboQuantPinDriftTests", + "result": "passed", + "notes": "Pin drift and app-hosted benchmark wiring tests passed for project.yml, Xcode project, Package.resolved, docs, compatibility manifest, MLXRuntimeBridge, PinesRootView, and the diagnostics script. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" }, - "pinesBridgeIntegration": { - "required": true, - "approvedBy": "Codex", - "approvedAt": "2026-05-25T08:59:32Z", - "notes": "INT-1 bridge implementation adds request-scoped admission, final admission recheck after completion-token fitting, minimal ContextAssemblyPlan metadata, RunDecision metadata, calibration sample metadata, typed failure event metadata, and explicit no-cloud fallback markers. Full SwiftPM and Xcode validation pass on the final production pin pair." + { + "repo": "pines", + "command": "bash scripts/ci/check-mlx-package-pins.sh", + "result": "passed", + "notes": "Pin guard passed for the b187523536c6923562e3a81613e169da9321f812 plus 1bf1cc246e17c48527a32c99fffcde41b84cd725 compatibility pair and rejects drift back to older known-bad revisions. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" + }, + { + "repo": "pines", + "command": "xcodebuild -project Pines.xcodeproj -scheme Pines -destination 'generic/platform=iOS' build CODE_SIGNING_ALLOWED=NO -skipMacroValidation -skipPackagePluginValidation -onlyUsePackageVersionsFromResolvedFile -disableAutomaticPackageResolution -scmProvider system", + "result": "passed", + "notes": "Generic iOS build passed and compile-validated the app target plus TurboQuantBench product linkage without device signing. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" + }, + { + "repo": "pines", + "command": "PINES_DEVICE_ID=7BFB7B72-C40C-58A7-B2C6-F075BDE21116 PINES_TQ_BENCH_FULL=0 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 PINES_TQ_BENCH_TIMEOUT_SECONDS=900 scripts/diagnostics/run-ios-turboquant-bench.sh", + "result": "passed", + "notes": "App-hosted physical-device smoke completed on iPhone16,2 / iPhone 15 Pro Max. Artifact: /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T020455Z. 8K qwen3.5-2b turbo4v2 result: compressed 22.22 tok/s, plain 634.54 tok/s, speed ratio 0.0350, cosine 0.999824, memory reduction 3.05x. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" + }, + { + "repo": "mlx-swift", + "command": ".build/release/TurboQuantBenchmark --json --iterations 2 --warmup 1 --context 8192 --preset turbo4v2 --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/benchmarks/smoke/core-turbo4v2-8192-with-plain-smoke.json", + "notes": "Post-capture schema smoke emitted compressed p50, plain p50, speed ratio, and memory reduction fields. Historical evidence only; it is superseded by the current failed Wave 0 status and cannot make the current pair green.", + "historicalStatus": "superseded", + "supersededByRunID": "turboquant-wave0-20260531T024557Z" } - }, - "notes": [ - "Wave 2 INT-2A updated project.yml, generated Xcode project pins, Xcode Package.resolved, and docs/TURBOQUANT.md to the validated Wave 1 MLX pair.", - "The Pines commit recorded here is the committed production pin and runtime-bridge integration commit validated before this metadata-only manifest update.", - "Wave 0 blockers resolved: core contracts are in explicit files, LM typed errors are present, product TurboQuant generation requires throwing models, Pines reuses existing TurboQuant DTOs, and fallback-contract hashes are implemented.", - "Wave 1 prerequisites validated: core contracts/router, LM runtime failures/cache snapshots/admission planner, and PinesCore control-plane tests passed.", - "Full Xcode validation is green on the final production pin pair. The previous xcodebuild package-resolution stall was resolved by removing ignored generated build artifacts and using locked package-resolution flags.", - "Compatibility-pair status is green for local release gates. This does not create any Verified or Certified model/device/mode product claim; those still require imported real-device profile evidence.", - "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", - "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", - "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", - "mlx-swift e60a719ea85c4284c2619ba0523b21956f70a0f0 keeps the Mac-gated Qwen GQA fused optimizations and adds a measured block-parallel token-block tuning surface to the core attention API and benchmark reports. The forced 256-token block shape helps some 32K/64K p95 cases but remains an explicit tuning option, not the default, because it falls back at 128K.", - "mlx-swift-lm 6ef60007409b316cefbc7760cb500f40ffb127c1 pins the tunable grouped-query fused core, removes duplicate decode canonicalization/redundant steady-state compressed validation, and records block-size overrides in TurboQuantQwenProof schema v4.", - "TurboQuantQwenProof strict Mac release proof passed locally with fp16 Qwen3.5 2B shape, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 3/3 ok. Reserved-capacity p95 rates at 32K were Turbo8 28.89 tok/s, Turbo4V2 30.84 tok/s, and Turbo3.5 31.44 tok/s. All 64K and 128K rows passed quality but remain experiment-only below the 20 tok/s p95 production floor in this run.", - "mlx-swift 776aaf9520ae4b506781d32b674b56f8a18dc165 promotes Layout V6 with fixed-tail split-magnitude key storage for Turbo3.5/Turbo2.5, derived high-lane membership, compact key high/residual masks, and no variable prefix-scan in the fused attention read path.", - "mlx-swift-lm fbaf2df6218acf2b6a21f69ae49d28ed87a301b6 pins the Layout V6 core and adds direct initial compressed cache commits, lightweight compressed update checkpoints, compact v6 append/expand/snapshot restore handling, and packed-fallback guards for invalid group-size dimensions.", - "TurboQuantQwenProof strict Mac release proof passed locally for Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative shapes with fp16, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, and Turbo8/Turbo4V2/Turbo3.5: 9/9 production ok. 32K p95 rates were Turbo8 43.53-44.61 tok/s, Turbo4V2 46.97-47.41 tok/s, and Turbo3.5 46.87-47.31 tok/s. 64K experiment p95 rates were 25.25-28.01 tok/s; 128K experiment p95 rates were 13.55-15.04 tok/s.", - "mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 adds automatic block-parallel token planning and stores block-parallel fused value partials in fp16/bf16 for non-float32 decode while preserving float32 stats and final reduction accumulation.", - "mlx-swift-lm d1465b7e7156355acda6fd063e5a5b93f9efb903 pins the fused-partial core and promotes TurboQuantQwenProof schema v5 with recommended/effective block-token planning metadata.", - "TurboQuantQwenProof strict Mac release proof passed locally for Qwen3.5 2B, Qwen3.6 27B, and Qwen3.6 35B-A3B representative shapes with fp16, 16 query heads, 4 KV heads, 32K production context, 128K reserved capacity, query length 1, automatic 512-token block planning, and Turbo8/Turbo4V2/Turbo3.5: 9/9 production ok. 32K p95 rates were Turbo8 44.43-44.64 tok/s, Turbo4V2 46.63-47.32 tok/s, and Turbo3.5 46.98-47.28 tok/s. 64K experiment p95 rates were 25.38-27.80 tok/s; 128K experiment p95 rates were 13.61-15.07 tok/s.", - "Pines pins the fused-partial compatibility pair mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 plus mlx-swift-lm d1465b7e7156355acda6fd063e5a5b93f9efb903 after local pin guard, focused TurboQuant tests, core runner, and locked Xcode package resolution passed.", - "mlx-swift-lm 6335ec8a2e25cff94c93992cb921d7a0345b4a22 adds KVCacheStrategy.adaptiveTurboQuant, raw SDPA memory admission, 16K raw-first Qwen routing, compressed fallback when raw does not fit, and TurboQuantQwenProof schema v6 production-route reporting.", - "Schema-v6 adaptive Qwen proof reports 8K/16K production routes as rawSDPA with plainRawSDPA throughput, and 32K/64K routes as turboQuantCompressed with fused compressed throughput.", - "Pines pins the adaptive raw-first compatibility pair mlx-swift 425d765aa7fa2b2cf111b9c43430054d82d02d07 plus mlx-swift-lm 6335ec8a2e25cff94c93992cb921d7a0345b4a22; short local TurboQuant requests now preserve TurboQuant admission instead of disabling it, so MLX can choose compressed TurboQuant when raw SDPA is not admitted." - ], - "productionPinPromotion": { - "branch": "tq/real-device-evidence-acceptance", - "status": "release-green-local-qwen-adaptive-route-gates-passed-layout-v6", - "pinnedMLXSwift": "425d765aa7fa2b2cf111b9c43430054d82d02d07", - "pinnedMLXSwiftLM": "6335ec8a2e25cff94c93992cb921d7a0345b4a22", - "compatibilityPairID": "mlx-swift-425d765aa7fa2b2cf111b9c43430054d82d02d07+mlx-swift-lm-6335ec8a2e25cff94c93992cb921d7a0345b4a22", - "releaseGate": "closed for local adaptive Qwen proof and focused compatibility gates; 64K Turbo8 remains experiment-only below the 20 tok/s p95 production floor on this Mac; real-device profile evidence is still required before Verified or Certified model/device/mode claims" - } + ] } diff --git a/docs/turboquant-implementation/compatibility-pair.schema.json b/docs/turboquant-implementation/compatibility-pair.schema.json index b26114a..fc8be42 100644 --- a/docs/turboquant-implementation/compatibility-pair.schema.json +++ b/docs/turboquant-implementation/compatibility-pair.schema.json @@ -7,6 +7,9 @@ "required": [ "schemaVersion", "status", + "statusReason", + "compatibilityPairID", + "claimPolicy", "pines", "mlxSwift", "mlxSwiftLM", @@ -22,15 +25,66 @@ "type": "string", "enum": ["pending", "green", "failed", "revoked"] }, + "statusReason": { "type": "string" }, + "compatibilityPairID": { "type": "string" }, + "claimPolicy": { + "type": "object", + "additionalProperties": false, + "required": [ + "pinsOnlyEvidenceLevel", + "verifiedOrCertifiedProductClaimsAllowed", + "requiresRealDeviceEvidence", + "notes" + ], + "properties": { + "pinsOnlyEvidenceLevel": { + "type": "string", + "enum": ["unverified", "smokeTested", "verified", "certified", "revoked"] + }, + "verifiedOrCertifiedProductClaimsAllowed": { "type": "boolean" }, + "requiresRealDeviceEvidence": { "type": "boolean" }, + "notes": { "type": "string" } + } + }, "pines": { "$ref": "#/$defs/repoRef" }, "mlxSwift": { "$ref": "#/$defs/repoRef" }, "mlxSwiftLM": { "$ref": "#/$defs/repoRef" }, + "wave0Baseline": { + "type": "object", + "additionalProperties": false, + "required": [ + "runID", + "createdAt", + "mlxArtifactsPath", + "pinesArtifactsPath", + "repoStatePath", + "validationEventsPath", + "summaryPath", + "performanceParity", + "stabilityParity", + "supportParity" + ], + "properties": { + "runID": { "type": "string" }, + "createdAt": { "type": "string", "format": "date-time" }, + "mlxArtifactsPath": { "type": "string" }, + "pinesArtifactsPath": { "type": "string" }, + "repoStatePath": { "type": "string" }, + "validationEventsPath": { "type": "string" }, + "summaryPath": { "type": "string" }, + "benchmarkCSVPath": { "type": "string" }, + "performanceParity": { "type": "boolean" }, + "stabilityParity": { "type": "string" }, + "supportParity": { "type": "string" }, + "deviceSmokeResult": { "type": "string" }, + "notes": { "type": "string" } + } + }, "productionPinPromotion": { "type": "object", "additionalProperties": false, "required": [ "branch", - "status", "pinnedMLXSwift", "pinnedMLXSwiftLM", "compatibilityPairID", @@ -38,7 +92,6 @@ ], "properties": { "branch": { "type": "string" }, - "status": { "type": "string" }, "pinnedMLXSwift": { "type": "string" }, "pinnedMLXSwiftLM": { "type": "string" }, "compatibilityPairID": { "type": "string" }, @@ -54,17 +107,26 @@ "format": "date-time" }, "validationCommands": { + "type": "array", + "items": { "$ref": "#/$defs/validationCommand" } + }, + "historicalValidationCommands": { "type": "array", "items": { - "type": "object", - "additionalProperties": false, - "required": ["command", "repo", "result"], - "properties": { - "repo": { "type": "string" }, - "command": { "type": "string" }, - "result": { "type": "string", "enum": ["pending", "passed", "failed", "skipped"] }, - "notes": { "type": "string" } - } + "allOf": [ + { "$ref": "#/$defs/validationCommand" }, + { + "type": "object", + "required": ["historicalStatus", "supersededByRunID"], + "properties": { + "historicalStatus": { + "type": "string", + "enum": ["superseded", "reference-only"] + }, + "supersededByRunID": { "type": "string" } + } + } + ] } }, "signoffs": { @@ -91,6 +153,29 @@ "dirtyAtValidation": { "type": "boolean" } } }, + "validationCommand": { + "type": "object", + "additionalProperties": false, + "required": ["command", "repo", "result"], + "properties": { + "repo": { "type": "string" }, + "command": { "type": "string" }, + "result": { + "type": "string", + "enum": ["pending", "passed", "failed", "failed_environmental", "skipped"] + }, + "notes": { "type": "string" }, + "artifactPath": { "type": "string" }, + "runID": { "type": "string" }, + "startedAt": { "type": "string", "format": "date-time" }, + "finishedAt": { "type": "string", "format": "date-time" }, + "historicalStatus": { + "type": "string", + "enum": ["superseded", "reference-only"] + }, + "supersededByRunID": { "type": "string" } + } + }, "signoff": { "type": "object", "additionalProperties": false, diff --git a/project.yml b/project.yml index 7a9893c..b4c51c9 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 425d765aa7fa2b2cf111b9c43430054d82d02d07 + revision: b187523536c6923562e3a81613e169da9321f812 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 6335ec8a2e25cff94c93992cb921d7a0345b4a22 + revision: 1bf1cc246e17c48527a32c99fffcde41b84cd725 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 @@ -82,6 +82,8 @@ targets: product: MLXEmbedders - package: MLXSwiftLM product: MLXLMCommon + - package: MLXSwiftLM + product: TurboQuantBench - package: SwiftTransformers product: Tokenizers - package: GRDB diff --git a/scripts/ci/check-mlx-package-pins.sh b/scripts/ci/check-mlx-package-pins.sh index 914e969..56d7b4b 100755 --- a/scripts/ci/check-mlx-package-pins.sh +++ b/scripts/ci/check-mlx-package-pins.sh @@ -5,8 +5,8 @@ MLX_SWIFT_REPO="${MLX_SWIFT_REPO:-https://github.com/RNT56/mlx-swift}" MLX_SWIFT_LM_REPO="${MLX_SWIFT_LM_REPO:-https://github.com/RNT56/mlx-swift-lm}" MLX_SWIFT_MIN_REVISION="6820f3c6b85bdd73a288f5796ba78c4cd40efd91" MLX_SWIFT_LM_MIN_REVISION="861a9bd0e581317ddfce7446d306cbbb7916a75f" -MLX_SWIFT_NESTED_MLX_REVISION="75b756717154890033209aaba4ffc89b113c5998" -MLX_SWIFT_NESTED_MLX_C_REVISION="2abc34daff6ded246054d9e15b98870b5cd08b97" +MLX_SWIFT_NESTED_MLX_REVISION="edc0fb23d1a384fe846ef5a8093f2d43001be8d2" +MLX_SWIFT_NESTED_MLX_C_REVISION="0b9e4c23eb5b64e4ddc0f44ff45ba37832370d2d" PROJECT_FILE="Pines.xcodeproj/project.pbxproj" XCODE_PACKAGE_RESOLVED="Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved" TURBOQUANT_DOC="docs/TURBOQUANT.md" @@ -14,6 +14,7 @@ COMPATIBILITY_PAIR_JSON="docs/turboquant-implementation/compatibility-pair.json" MLX_RUNTIME_BRIDGE="Pines/Runtime/MLXRuntimeBridge.swift" OLD_MLX_SWIFT_REVISIONS=( + "425d765aa7fa2b2cf111b9c43430054d82d02d07" "c96dd8c7b374fa50d64b35bf8c5d7739df7d9984" "8f0718404a323698c7b5730f2de3af2b5e21f854" "48375f1d8f0694dee2ce8aab7f46be50c5297aec" @@ -26,6 +27,7 @@ OLD_MLX_SWIFT_REVISIONS=( "2b0bd735a0cf18e0bdb87d1b066e2e9127299e08" ) OLD_MLX_SWIFT_LM_REVISIONS=( + "6335ec8a2e25cff94c93992cb921d7a0345b4a22" "c8a544503bcdad21ee736feec68f0ed7e07a9b29" "915a08dc8315b825b7f86109f12ba4d62d34f186" "bf7bab132f9810d8ab3e5c6e0adbcf3db0b40551" @@ -167,6 +169,32 @@ verify_nested_mlx_revisions() { rm -rf "$tmp_dir" } +verify_compatibility_pair_policy() { + local expected_pair_id="$1" + + python3 - "$COMPATIBILITY_PAIR_JSON" "$expected_pair_id" <<'PY' +import json +import sys + +path, expected_pair_id = sys.argv[1:] +with open(path, encoding="utf-8") as handle: + data = json.load(handle) + +pair_id = data.get("compatibilityPairID") +promotion_pair_id = (data.get("productionPinPromotion") or {}).get("compatibilityPairID") +if pair_id != expected_pair_id or promotion_pair_id != expected_pair_id: + raise SystemExit( + f"{path} does not keep the authoritative compatibility pair ID synchronized with pins." + ) + +claim_policy = data.get("claimPolicy") or {} +if claim_policy.get("pinsOnlyEvidenceLevel") != "unverified": + raise SystemExit(f"{path} must keep pins-only evidence at Unverified.") +if claim_policy.get("verifiedOrCertifiedProductClaimsAllowed") is not False: + raise SystemExit(f"{path} must not allow Verified/Certified product claims from pins.") +PY +} + echo "Checking MLX fork package pins..." project_mlx_swift_revision="$(project_yml_revision MLXSwift)" @@ -224,9 +252,10 @@ fi if ! grep -q "$expected_pair_id" "$MLX_RUNTIME_BRIDGE"; then fail "$MLX_RUNTIME_BRIDGE does not expose the expected compatibility pair ID $expected_pair_id." fi +verify_compatibility_pair_policy "$expected_pair_id" verify_not_below_minimum "mlx-swift" "$MLX_SWIFT_REPO" "$project_mlx_swift_revision" "$MLX_SWIFT_MIN_REVISION" verify_not_below_minimum "mlx-swift-lm" "$MLX_SWIFT_LM_REPO" "$project_mlx_swift_lm_revision" "$MLX_SWIFT_LM_MIN_REVISION" verify_nested_mlx_revisions "$project_mlx_swift_revision" -echo "MLX fork package pins are aligned and at or above the known-good minimum revisions." +echo "MLX fork package pins are aligned and at or above the known-good minimum revisions. Pin alignment is not Verified/Certified evidence." diff --git a/scripts/diagnostics/capture-turboquant-wave0.sh b/scripts/diagnostics/capture-turboquant-wave0.sh new file mode 100755 index 0000000..c6bcbf5 --- /dev/null +++ b/scripts/diagnostics/capture-turboquant-wave0.sh @@ -0,0 +1,449 @@ +#!/usr/bin/env bash +set -euo pipefail + +PINES_ROOT="${PINES_ROOT:-$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)}" +MLX_FORKS_ROOT="${MLX_FORKS_ROOT:-/Users/mt/Programming/Schtack/mlx-forks}" +RUN_ID="${WAVE0_RUN_ID:-turboquant-wave0-$(date -u +%Y%m%dT%H%M%SZ)}" +MLX_ARTIFACTS="${WAVE0_MLX_ARTIFACTS:-$MLX_FORKS_ROOT/artifacts/$RUN_ID}" +PINES_ARTIFACTS="${WAVE0_PINES_ARTIFACTS:-$PINES_ROOT/artifacts/$RUN_ID}" +EVENTS_FILE="$MLX_ARTIFACTS/validation-events.jsonl" + +mkdir -p "$MLX_ARTIFACTS"/{logs,benchmarks/default,benchmarks/coop,repo-state} "$PINES_ARTIFACTS"/{logs,repo-state} + +log() { + printf '[wave0] %s\n' "$*" +} + +iso_now() { + date -u +%Y-%m-%dT%H:%M:%SZ +} + +json_event() { + local repo="$1" + local command="$2" + local result="$3" + local notes="$4" + local artifact="$5" + local started="$6" + local finished="$7" + python3 - "$EVENTS_FILE" "$repo" "$command" "$result" "$notes" "$artifact" "$RUN_ID" "$started" "$finished" <<'PY' +import json +import sys + +path, repo, command, result, notes, artifact, run_id, started, finished = sys.argv[1:] +event = { + "repo": repo, + "command": command, + "result": result, + "notes": notes, + "artifactPath": artifact, + "runID": run_id, + "startedAt": started, + "finishedAt": finished, +} +with open(path, "a", encoding="utf-8") as handle: + handle.write(json.dumps(event, sort_keys=True) + "\n") +PY +} + +run_logged() { + local repo_name="$1" + local repo_path="$2" + local label="$3" + local command="$4" + local log_file="$MLX_ARTIFACTS/logs/${repo_name}-${label}.log" + local started finished result notes + started="$(iso_now)" + log "Running [$repo_name] $command" + set +e + (cd "$repo_path" && bash -lc "$command") >"$log_file" 2>&1 + local exit_code=$? + set -e + finished="$(iso_now)" + if [ "$exit_code" -eq 0 ]; then + result="passed" + notes="Command completed." + else + result="failed" + notes="Command exited with status $exit_code." + fi + json_event "$repo_name" "$command" "$result" "$notes" "$log_file" "$started" "$finished" + return 0 +} + +run_json_benchmark() { + local mode="$1" + local preset="$2" + local context="$3" + local env_prefix="$4" + local bench="$MLX_FORKS_ROOT/mlx-swift/.build/release/TurboQuantBenchmark" + local out_dir="$MLX_ARTIFACTS/benchmarks/$mode" + local json_file="$out_dir/core-${preset}-${context}.json" + local log_file="$out_dir/core-${preset}-${context}.log" + local command="${env_prefix}${bench} --json --iterations ${WAVE0_BENCH_ITERATIONS:-12} --warmup ${WAVE0_BENCH_WARMUP:-3} --context $context --preset $preset --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1" + local started finished result notes + started="$(iso_now)" + log "Benchmark [$mode] preset=$preset context=$context" + set +e + (cd "$MLX_FORKS_ROOT/mlx-swift" && bash -lc "$command") >"$json_file" 2>"$log_file" + local exit_code=$? + python3 -m json.tool "$json_file" >/dev/null 2>>"$log_file" + local json_code=$? + set -e + finished="$(iso_now)" + if [ "$exit_code" -eq 0 ] && [ "$json_code" -eq 0 ]; then + result="passed" + notes="Benchmark emitted valid JSON." + else + result="failed" + notes="Benchmark failed with exit=$exit_code json_validation=$json_code." + fi + json_event "mlx-swift" "$command" "$result" "$notes" "$json_file" "$started" "$finished" +} + +record_repo_state() { + python3 - "$MLX_FORKS_ROOT" "$PINES_ROOT" "$MLX_ARTIFACTS/repo-state.json" "$PINES_ARTIFACTS/repo-state.json" <<'PY' +import json +import os +import pathlib +import subprocess +import sys + +mlx_root = pathlib.Path(sys.argv[1]) +pines_root = pathlib.Path(sys.argv[2]) +mlx_out = pathlib.Path(sys.argv[3]) +pines_out = pathlib.Path(sys.argv[4]) +repos = [ + ("mlx", mlx_root / "mlx"), + ("mlx-c", mlx_root / "mlx-c"), + ("mlx-swift", mlx_root / "mlx-swift"), + ("mlx-swift-lm", mlx_root / "mlx-swift-lm"), + ("pines", pines_root), +] + +def run(repo, args): + try: + return subprocess.check_output(["git", "-C", str(repo), *args], text=True, stderr=subprocess.DEVNULL).strip() + except Exception: + return "" + +def package_pins(root): + pins = {} + project = root / "project.yml" + if project.exists(): + lines = project.read_text(encoding="utf-8").splitlines() + for index, line in enumerate(lines): + stripped = line.strip() + if stripped in ("MLXSwift:", "MLXSwiftLM:"): + for child in lines[index + 1:]: + child_stripped = child.strip() + if child_stripped.startswith("revision:"): + pins[stripped[:-1]] = child_stripped.replace("revision:", "").strip() + break + if child and not child.startswith(" "): + break + compat = root / "docs/turboquant-implementation/compatibility-pair.json" + if compat.exists(): + try: + data = json.loads(compat.read_text(encoding="utf-8")) + promotion = data.get("productionPinPromotion") or {} + pins["compatibilityPairID"] = promotion.get("compatibilityPairID") + pins["compatibilityStatus"] = data.get("status") + except Exception as exc: + pins["compatibilityPairError"] = str(exc) + return pins + +states = [] +for name, repo in repos: + status = run(repo, ["status", "--short"]) + dirty_files = [] + untracked_dirs = [] + for line in status.splitlines(): + path = line[3:] if len(line) > 3 else line + if line.startswith("?? ") and path.endswith("/"): + untracked_dirs.append(path) + elif line.startswith("?? ") and "/" in path: + top = path.split("/", 1)[0] + "/" + if top not in untracked_dirs: + untracked_dirs.append(top) + elif line: + dirty_files.append(path) + states.append({ + "repo": name, + "path": str(repo), + "branch": run(repo, ["branch", "--show-current"]), + "commit": run(repo, ["rev-parse", "HEAD"]), + "upstream": run(repo, ["rev-parse", "--abbrev-ref", "--symbolic-full-name", "@{u}"]), + "statusShort": status.splitlines(), + "dirty": bool(status), + "dirtyFiles": dirty_files, + "untrackedArtifactDirs": sorted([d for d in untracked_dirs if d.startswith("artifacts/") or d == "artifacts/"]), + "packagePins": package_pins(repo), + }) + +payload = {"schemaVersion": 1, "runID": os.environ.get("WAVE0_RUN_ID"), "repos": states} +mlx_out.write_text(json.dumps(payload, indent=2, sort_keys=True) + "\n", encoding="utf-8") +pines_out.write_text(json.dumps(payload, indent=2, sort_keys=True) + "\n", encoding="utf-8") +PY +} + +run_ios_smoke() { + if [ "${WAVE0_SKIP_IOS:-0}" = "1" ]; then + json_event "pines" "scripts/diagnostics/run-ios-turboquant-bench.sh" "skipped" "Skipped by WAVE0_SKIP_IOS=1." "$PINES_ARTIFACTS/ios-skipped.txt" "$(iso_now)" "$(iso_now)" + printf 'Skipped by WAVE0_SKIP_IOS=1.\n' >"$PINES_ARTIFACTS/ios-skipped.txt" + return 0 + fi + + local devices_json="$PINES_ARTIFACTS/devices.json" + if ! xcrun devicectl list devices --json-output "$devices_json" --quiet >/dev/null 2>"$PINES_ARTIFACTS/logs/devicectl-list.log"; then + json_event "pines" "xcrun devicectl list devices" "failed_environmental" "Unable to list devices." "$PINES_ARTIFACTS/logs/devicectl-list.log" "$(iso_now)" "$(iso_now)" + return 0 + fi + + local device_count + device_count="$(python3 - "$devices_json" <<'PY' +import json, sys +payload = json.load(open(sys.argv[1], encoding="utf-8")) +count = 0 +for device in payload.get("result", {}).get("devices", []): + hardware = device.get("hardwareProperties", {}) + connection = device.get("connectionProperties", {}) + if hardware.get("platform") == "iOS" and hardware.get("reality") == "physical" and connection.get("pairingState") == "paired": + count += 1 +print(count) +PY +)" + if [ "$device_count" = "0" ]; then + json_event "pines" "scripts/diagnostics/run-ios-turboquant-bench.sh" "skipped" "skipped_device_unavailable: no paired physical iOS device found." "$devices_json" "$(iso_now)" "$(iso_now)" + return 0 + fi + + local started finished + started="$(iso_now)" + log "Running Pines app-hosted iOS TurboQuant smoke." + set +e + ( + cd "$PINES_ROOT" + PINES_TQ_BENCH_ARTIFACTS="$PINES_ARTIFACTS/ios-smoke" \ + PINES_TQ_BENCH_CONTEXTS=8192 \ + PINES_TQ_BENCH_SCHEMES=turbo4v2 \ + PINES_TQ_BENCH_ITERATIONS=3 \ + PINES_TQ_BENCH_WARMUP=1 \ + PINES_TQ_BENCH_BUILD_TIMEOUT_SECONDS="${WAVE0_IOS_BUILD_TIMEOUT_SECONDS:-300}" \ + bash scripts/diagnostics/run-ios-turboquant-bench.sh + ) >"$PINES_ARTIFACTS/logs/ios-smoke.log" 2>&1 + local exit_code=$? + set -e + finished="$(iso_now)" + if [ "$exit_code" -eq 0 ]; then + json_event "pines" "PINES_TQ_BENCH_CONTEXTS=8192 PINES_TQ_BENCH_SCHEMES=turbo4v2 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 bash scripts/diagnostics/run-ios-turboquant-bench.sh" "passed" "App-hosted physical-device smoke completed." "$PINES_ARTIFACTS/ios-smoke/summary.json" "$started" "$finished" + else + json_event "pines" "PINES_TQ_BENCH_CONTEXTS=8192 PINES_TQ_BENCH_SCHEMES=turbo4v2 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 bash scripts/diagnostics/run-ios-turboquant-bench.sh" "failed_environmental" "iOS smoke exited with status $exit_code." "$PINES_ARTIFACTS/logs/ios-smoke.log" "$started" "$finished" + fi +} + +summarize_wave0() { + python3 - "$RUN_ID" "$MLX_ARTIFACTS" "$PINES_ARTIFACTS" <<'PY' +import csv +import json +import pathlib +import sys +from datetime import datetime, timezone + +run_id, mlx_artifacts, pines_artifacts = sys.argv[1:] +mlx_artifacts = pathlib.Path(mlx_artifacts) +pines_artifacts = pathlib.Path(pines_artifacts) + +repo_state = json.loads((mlx_artifacts / "repo-state.json").read_text(encoding="utf-8")) +events = [] +events_path = mlx_artifacts / "validation-events.jsonl" +if events_path.exists(): + for line in events_path.read_text(encoding="utf-8").splitlines(): + if line.strip(): + events.append(json.loads(line)) + +benchmark_rows = [] +for path in sorted((mlx_artifacts / "benchmarks").glob("*/*.json")): + try: + data = json.loads(path.read_text(encoding="utf-8")) + metrics = data.get("metrics", {}) + path_decision = data.get("pathDecision") or {} + benchmark_rows.append({ + "mode": path.parent.name, + "artifactPath": str(path), + "contextTokens": metrics.get("contextTokens"), + "preset": metrics.get("preset"), + "route": metrics.get("route"), + "backend": metrics.get("backend"), + "selectedPath": path_decision.get("selectedPath"), + "decodeTokensPerSecondP50": metrics.get("decodeTokensPerSecondP50"), + "decodeTokensPerSecondP95": metrics.get("decodeTokensPerSecondP95"), + "plainDecodeTokensPerSecondP50": metrics.get("plainDecodeTokensPerSecondP50"), + "plainDecodeTokensPerSecondP95": metrics.get("plainDecodeTokensPerSecondP95"), + "speedRatioToPlainP50": metrics.get("speedRatioToPlainP50"), + "speedRatioToPlainP95": metrics.get("speedRatioToPlainP95"), + "memoryReductionRatio": metrics.get("memoryReductionRatio"), + "actualBitsPerValue": metrics.get("actualBitsPerValue"), + "fallbackUsed": metrics.get("fallbackUsed"), + "fallbackReason": metrics.get("fallbackReason"), + "tqCoopEnabled": (metrics.get("kernelFlags") or {}).get("tqCoopEnabled"), + }) + except Exception as exc: + benchmark_rows.append({"artifactPath": str(path), "error": str(exc)}) + +ios_summary = None +ios_result = None +for candidate in [ + pines_artifacts / "ios-smoke/summary.json", + pines_artifacts / "summary.json", +]: + if candidate.exists(): + ios_summary = json.loads(candidate.read_text(encoding="utf-8")) + result_file = ios_summary.get("resultFile") + if result_file and pathlib.Path(result_file).exists(): + ios_result = json.loads(pathlib.Path(result_file).read_text(encoding="utf-8")) + break + +ios_speed_ratio = None +if ios_result and ios_result.get("results"): + ratios = [r.get("speedRatioToPlain", 0) for r in ios_result["results"] if r.get("status") == "ok"] + if ratios: + ios_speed_ratio = min(ratios) + +failed_events = [e for e in events if e.get("result") in {"failed", "failed_environmental"}] +ios_passed = any(e.get("repo") == "pines" and "run-ios-turboquant-bench" in e.get("command", "") and e.get("result") == "passed" for e in events) +all_local_passed = not any(e.get("result") == "failed" for e in events if "run-ios-turboquant-bench" not in e.get("command", "")) +performance_parity = bool(ios_speed_ratio is not None and ios_speed_ratio >= 0.9) +stability_parity = "complete" if all_local_passed and ios_passed else "partial" + +summary = { + "schemaVersion": 1, + "createdAt": datetime.now(timezone.utc).isoformat(), + "runID": run_id, + "repoState": repo_state, + "validationCommands": events, + "benchmarks": benchmark_rows, + "iosSummary": ios_summary, + "iosResult": ios_result, + "parityVerdict": { + "performanceParity": performance_parity, + "performanceParityReason": ( + f"minimum iOS compressed/plain speed ratio {ios_speed_ratio:.4f}" if ios_speed_ratio is not None + else "no completed iOS compressed/plain benchmark result" + ), + "stabilityParity": stability_parity, + "supportParity": "partial", + }, + "nextWaveBlockers": [ + "compressed equal-context throughput remains below raw FP16 unless performanceParity is true", + "native MLX backend operator is not implemented in Wave 0", + "Verified/Certified product claims require exact real-device evidence tuples", + ], +} + +for target in [mlx_artifacts / "wave0-summary.json", pines_artifacts / "wave0-summary.json"]: + target.write_text(json.dumps(summary, indent=2, sort_keys=True) + "\n", encoding="utf-8") + +csv_path = mlx_artifacts / "wave0-benchmarks.csv" +with csv_path.open("w", newline="", encoding="utf-8") as handle: + fieldnames = [ + "mode", "contextTokens", "preset", "route", "backend", "selectedPath", + "decodeTokensPerSecondP50", "decodeTokensPerSecondP95", + "plainDecodeTokensPerSecondP50", "plainDecodeTokensPerSecondP95", + "speedRatioToPlainP50", "speedRatioToPlainP95", "memoryReductionRatio", + "actualBitsPerValue", "fallbackUsed", "tqCoopEnabled", "artifactPath", + ] + writer = csv.DictWriter(handle, fieldnames=fieldnames) + writer.writeheader() + for row in benchmark_rows: + writer.writerow({key: row.get(key) for key in fieldnames}) + +lines = [ + "# TurboQuant Wave 0 Summary", + "", + f"- Run ID: `{run_id}`", + f"- Created: `{summary['createdAt']}`", + f"- MLX artifacts: `{mlx_artifacts}`", + f"- Pines artifacts: `{pines_artifacts}`", + f"- Performance parity: `{str(performance_parity).lower()}`", + f"- Stability parity: `{stability_parity}`", + f"- Support parity: `partial`", + "", + "## Repos", +] +for repo in repo_state.get("repos", []): + lines.append(f"- `{repo['repo']}` `{repo.get('branch')}` `{repo.get('commit')}` dirty=`{repo.get('dirty')}`") +lines.extend(["", "## Validation"]) +for event in events: + lines.append(f"- `{event.get('result')}` `{event.get('repo')}` `{event.get('command')}` -> `{event.get('artifactPath')}`") +lines.extend(["", "## Benchmarks"]) +for row in benchmark_rows: + if "error" in row: + lines.append(f"- parse error `{row['artifactPath']}`: {row['error']}") + else: + lines.append( + f"- `{row.get('mode')}` `{row.get('preset')}` ctx=`{row.get('contextTokens')}` " + f"route=`{row.get('route')}` backend=`{row.get('backend')}` " + f"compressed p50=`{row.get('decodeTokensPerSecondP50')}` " + f"plain p50=`{row.get('plainDecodeTokensPerSecondP50')}` " + f"ratio=`{row.get('speedRatioToPlainP50')}` " + f"coop=`{row.get('tqCoopEnabled')}`" + ) +if ios_summary: + lines.extend(["", "## iOS Smoke", f"- result: `{ios_summary.get('result')}` reason: `{ios_summary.get('reason')}`"]) + if ios_speed_ratio is not None: + lines.append(f"- minimum speed ratio: `{ios_speed_ratio:.6f}`") +else: + ios_events = [e for e in events if "run-ios-turboquant-bench" in e.get("command", "")] + if ios_events: + event = ios_events[-1] + lines.extend([ + "", + "## iOS Smoke", + f"- result: `{event.get('result')}` reason: `{event.get('notes')}`", + ]) + else: + lines.extend(["", "## iOS Smoke", "- no iOS smoke summary was produced"]) +lines.extend(["", "## Gaps", *[f"- {item}" for item in summary["nextWaveBlockers"]], ""]) + +for target in [mlx_artifacts / "wave0-summary.md", pines_artifacts / "wave0-summary.md"]: + target.write_text("\n".join(lines), encoding="utf-8") +PY +} + +export WAVE0_RUN_ID="$RUN_ID" +log "Capturing repo state." +record_repo_state + +run_logged "mlx-swift" "$MLX_FORKS_ROOT/mlx-swift" "build-turboquantbenchmark" "swift build --product TurboQuantBenchmark -c release" + +contexts_csv="${WAVE0_CONTEXTS:-8192,16384,32768,65536,131072}" +presets_csv="${WAVE0_PRESETS:-turbo8,turbo4v2,turbo3_5}" +IFS=',' read -r -a contexts <<< "$contexts_csv" +IFS=',' read -r -a presets <<< "$presets_csv" +for preset in "${presets[@]}"; do + for context in "${contexts[@]}"; do + run_json_benchmark "default" "$preset" "$context" "" + run_json_benchmark "coop" "$preset" "$context" "TQ_COOP=1 " + done +done + +run_logged "mlx-swift" "$MLX_FORKS_ROOT/mlx-swift" "test-turboquant" "swift test --filter TurboQuant" +run_logged "mlx-swift-lm" "$MLX_FORKS_ROOT/mlx-swift-lm" "test-turboquant" "swift test --filter TurboQuant" +run_logged "mlx-swift-lm" "$MLX_FORKS_ROOT/mlx-swift-lm" "build-turboquantbench" "swift build --product TurboQuantBench -c release" +run_logged "mlx-swift-lm" "$MLX_FORKS_ROOT/mlx-swift-lm" "test-turboquantbench" "swift test --filter TurboQuantBench" +run_logged "pines" "$PINES_ROOT" "pin-drift" "swift test --filter TurboQuantPinDriftTests" +run_logged "pines" "$PINES_ROOT" "check-mlx-package-pins" "bash scripts/ci/check-mlx-package-pins.sh" + +if [ "${WAVE0_SKIP_XCODE_BUILD:-0}" = "1" ]; then + json_event "pines" "xcodebuild generic iOS build" "skipped" "Skipped by WAVE0_SKIP_XCODE_BUILD=1." "$PINES_ARTIFACTS/logs/xcodebuild-generic-ios.log" "$(iso_now)" "$(iso_now)" +else + run_logged "pines" "$PINES_ROOT" "xcodebuild-generic-ios" "xcodebuild -project Pines.xcodeproj -scheme Pines -destination 'generic/platform=iOS' -skipMacroValidation -skipPackagePluginValidation -onlyUsePackageVersionsFromResolvedFile -disableAutomaticPackageResolution -scmProvider system CODE_SIGNING_ALLOWED=NO build" +fi + +run_ios_smoke +summarize_wave0 + +log "Wave 0 capture complete." +log "MLX artifacts: $MLX_ARTIFACTS" +log "Pines artifacts: $PINES_ARTIFACTS" diff --git a/scripts/diagnostics/run-ios-turboquant-bench.sh b/scripts/diagnostics/run-ios-turboquant-bench.sh new file mode 100755 index 0000000..abcc0e5 --- /dev/null +++ b/scripts/diagnostics/run-ios-turboquant-bench.sh @@ -0,0 +1,398 @@ +#!/usr/bin/env bash +set -euo pipefail + +root="$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)" +timestamp="$(date -u +%Y%m%dT%H%M%SZ)" + +scheme="${PINES_SCHEME:-Pines}" +configuration="${PINES_CONFIGURATION:-Debug}" +bundle_id="${PINES_BUNDLE_ID:-com.schtack.pines}" +derived_data_path="${PINES_TQ_BENCH_DERIVED_DATA_PATH:-$root/build/DerivedDataTurboQuantBench}" +artifacts="${PINES_TQ_BENCH_ARTIFACTS:-$root/artifacts/ios-turboquant-bench-$timestamp}" +run_id="${PINES_TQ_BENCH_RUN_ID:-turboquant-bench-$timestamp}" +contexts="${PINES_TQ_BENCH_CONTEXTS:-}" +schemes="${PINES_TQ_BENCH_SCHEMES:-}" +runtime_modes="${PINES_TQ_BENCH_RUNTIME_MODES:-}" +precision_policies="${PINES_TQ_BENCH_PRECISION_POLICIES:-}" +sparse_v="${PINES_TQ_BENCH_SPARSE_V:-}" +full_matrix="${PINES_TQ_BENCH_FULL:-0}" +iterations="${PINES_TQ_BENCH_ITERATIONS:-}" +warmup="${PINES_TQ_BENCH_WARMUP:-}" +wave6_api="${PINES_TQ_BENCH_WAVE6_API:-0}" +overall_timeout="${PINES_TQ_BENCH_TIMEOUT_SECONDS:-1800}" +build_timeout="${PINES_TQ_BENCH_BUILD_TIMEOUT_SECONDS:-1800}" +poll_seconds="${PINES_TQ_BENCH_POLL_SECONDS:-5}" +device_poll_timeout="${PINES_TQ_BENCH_DEVICE_POLL_TIMEOUT_SECONDS:-15}" +skip_install="${PINES_TQ_BENCH_SKIP_INSTALL:-0}" +pines_commit="$(git -C "$root" rev-parse HEAD 2>/dev/null || true)" + +mkdir -p "$artifacts/logs" "$artifacts/polls" "$artifacts/app-diagnostics" + +log() { + printf '[pines-turboquant-bench] %s\n' "$*" +} + +die() { + log "error: $*" + exit 1 +} + +if [ "$configuration" != "Debug" ]; then + die "PINES_CONFIGURATION must be Debug. The in-app TurboQuant benchmark harness is compiled out of non-Debug builds." +fi + +select_device() { + local devices_json="$artifacts/devices.json" + xcrun devicectl list devices --json-output "$devices_json" --quiet >/dev/null + python3 - "$devices_json" <<'PY' +import json +import sys + +with open(sys.argv[1], "r", encoding="utf-8") as handle: + payload = json.load(handle) + +devices = payload.get("result", {}).get("devices", []) +for device in devices: + hardware = device.get("hardwareProperties", {}) + connection = device.get("connectionProperties", {}) + if ( + hardware.get("platform") == "iOS" + and hardware.get("reality") == "physical" + and connection.get("pairingState") == "paired" + ): + print(device.get("identifier") or hardware.get("udid") or "") + break +PY +} + +device_id="${PINES_DEVICE_ID:-}" +if [ -z "$device_id" ]; then + device_id="$(select_device)" +fi +[ -n "$device_id" ] || die "No paired physical iOS device found. Set PINES_DEVICE_ID to choose one." + +write_summary() { + local result="$1" + local reason="$2" + local status_file + local result_file + status_file="$(find "$artifacts/app-diagnostics" -name pines-turboquant-bench-status.json -type f 2>/dev/null | head -n 1 || true)" + result_file="$(find "$artifacts/app-diagnostics" -name "pines-turboquant-bench-$run_id.json" -type f 2>/dev/null | head -n 1 || true)" + python3 - "$artifacts/summary.json" "$result" "$reason" "$run_id" "$device_id" "$bundle_id" "${app_path:-}" "$status_file" "$result_file" <<'PY' +import json +import os +import sys +from datetime import datetime, timezone + +summary_path, result, reason, run_id, device_id, bundle_id, app_path, status_file, result_file = sys.argv[1:] +status = None +if status_file and os.path.exists(status_file): + with open(status_file, "r", encoding="utf-8") as handle: + status = json.load(handle) + +summary = { + "result": result, + "reason": reason, + "runID": run_id, + "deviceID": device_id, + "bundleID": bundle_id, + "appPath": app_path or None, + "status": status, + "resultFile": result_file or None, + "updatedAt": datetime.now(timezone.utc).isoformat(), +} +with open(summary_path, "w", encoding="utf-8") as handle: + json.dump(summary, handle, indent=2, sort_keys=True) + handle.write("\n") +PY +} + +copy_app_diagnostics() { + local copy_json="$artifacts/logs/copy-app-diagnostics.json" + local copy_log="$artifacts/logs/copy-app-diagnostics.log" + xcrun devicectl device copy from \ + --device "$device_id" \ + --domain-type appDataContainer \ + --domain-identifier "$bundle_id" \ + --source Documents/PinesDiagnostics \ + --destination "$artifacts/app-diagnostics" \ + --remove-existing-content true \ + --timeout 30 \ + --json-output "$copy_json" \ + --quiet >"$copy_log" 2>&1 +} + +read_status_field() { + local field="$1" + local status_file + status_file="$(find "$artifacts/app-diagnostics" -name pines-turboquant-bench-status.json -type f 2>/dev/null | head -n 1 || true)" + if [ -z "$status_file" ]; then + printf '' + return + fi + python3 - "$status_file" "$field" "$run_id" <<'PY' +import json +import sys + +with open(sys.argv[1], "r", encoding="utf-8") as handle: + payload = json.load(handle) +if payload.get("runID") != sys.argv[3]: + print("") + raise SystemExit(0) +value = payload.get(sys.argv[2], "") +print("" if value is None else value) +PY +} + +app_process_alive() { + local probe_json="$1" + local probe_log="$2" + [ -n "$pid" ] || return 0 + xcrun devicectl device process signal \ + --device "$device_id" \ + --pid "$pid" \ + --signal 0 \ + --timeout 15 \ + --json-output "$probe_json" \ + --quiet >"$probe_log" 2>&1 +} + +app_path="${PINES_TQ_BENCH_APP_PATH:-}" +if [ "$skip_install" = "1" ]; then + log "Preserving the installed app and local model container; skipping build and install." +else + if [ -z "$app_path" ]; then + log "Building $scheme Debug for device $device_id." + python3 - "$artifacts/logs/xcodebuild.log" "$build_timeout" "$root/Pines.xcodeproj" "$scheme" "$configuration" "$device_id" "$derived_data_path" <<'PY' +import os +import selectors +import signal +import subprocess +import sys +import time + +log_path, timeout_seconds, project_path, scheme, configuration, device_id, derived_data_path = sys.argv[1:] +timeout_seconds = int(timeout_seconds) +command = [ + "xcodebuild", + "-project", project_path, + "-scheme", scheme, + "-configuration", configuration, + "-destination", f"platform=iOS,id={device_id}", + "-derivedDataPath", derived_data_path, + "-skipMacroValidation", + "-skipPackagePluginValidation", + "-onlyUsePackageVersionsFromResolvedFile", + "-disableAutomaticPackageResolution", + "-scmProvider", "system", + "-allowProvisioningUpdates", + "build", +] +if os.environ.get("PINES_TQ_BENCH_WAVE6_API") == "1": + command.insert(-1, "OTHER_SWIFT_FLAGS=$(inherited) -DPINES_TQ_BENCH_WAVE6_API") + +deadline = time.monotonic() + timeout_seconds +timed_out = False +with open(log_path, "w", encoding="utf-8", errors="replace") as log: + process = subprocess.Popen( + command, + stdout=subprocess.PIPE, + stderr=subprocess.STDOUT, + text=True, + bufsize=1, + start_new_session=True, + ) + assert process.stdout is not None + selector = selectors.DefaultSelector() + selector.register(process.stdout, selectors.EVENT_READ) + + while process.poll() is None: + if time.monotonic() > deadline: + timed_out = True + break + for key, _ in selector.select(timeout=1): + line = key.fileobj.readline() + if not line: + continue + sys.stdout.write(line) + sys.stdout.flush() + log.write(line) + log.flush() + + if timed_out: + message = f"[pines-turboquant-bench] error: xcodebuild exceeded {timeout_seconds}s build timeout.\n" + sys.stdout.write(message) + sys.stdout.flush() + log.write(message) + log.flush() + try: + os.killpg(process.pid, signal.SIGINT) + process.wait(timeout=10) + except Exception: + try: + os.killpg(process.pid, signal.SIGKILL) + except Exception: + pass + sys.exit(124) + + for remaining in process.stdout: + sys.stdout.write(remaining) + log.write(remaining) + + sys.exit(process.returncode or 0) +PY + app_path="$derived_data_path/Build/Products/${configuration}-iphoneos/pines.app" + fi + + if [ ! -d "$app_path" ]; then + fallback_app_path="$(find "$derived_data_path/Build/Products" -name pines.app -type d 2>/dev/null | head -n 1 || true)" + [ -n "$fallback_app_path" ] && app_path="$fallback_app_path" + fi + [ -d "$app_path" ] || die "Unable to find built app bundle. Set PINES_TQ_BENCH_APP_PATH explicitly." + + log "Installing $app_path." + xcrun devicectl device install app \ + --device "$device_id" \ + --timeout 300 \ + --json-output "$artifacts/install.json" \ + --quiet \ + "$app_path" >"$artifacts/logs/install.log" 2>&1 +fi + +launch_environment="$( + python3 - \ + "$run_id" \ + "$contexts" \ + "$schemes" \ + "$runtime_modes" \ + "$precision_policies" \ + "$sparse_v" \ + "$full_matrix" \ + "$iterations" \ + "$warmup" \ + "$device_id" \ + "$pines_commit" <<'PY' +import json +import sys + +run_id, contexts, schemes, runtime_modes, precision_policies, sparse_v, full_matrix, iterations, warmup, device_id, pines_commit = sys.argv[1:] +environment = { + "PINES_FREEZE_BREADCRUMBS": "1", + "PINES_TURBOQUANT_BENCH": "1", + "PINES_TQ_BENCH_RUN_ID": run_id, + "PINES_TQ_BENCH_FULL": full_matrix, + "PINES_TQ_BENCH_DEVICE_ID": device_id, +} +if pines_commit: + environment["PINES_TQ_BENCH_PINES_COMMIT"] = pines_commit +if contexts: + environment["PINES_TQ_BENCH_CONTEXTS"] = contexts +if schemes: + environment["PINES_TQ_BENCH_SCHEMES"] = schemes +if runtime_modes: + environment["PINES_TQ_BENCH_RUNTIME_MODES"] = runtime_modes +if precision_policies: + environment["PINES_TQ_BENCH_PRECISION_POLICIES"] = precision_policies +if sparse_v: + environment["PINES_TQ_BENCH_SPARSE_V"] = sparse_v +if iterations: + environment["PINES_TQ_BENCH_ITERATIONS"] = iterations +if warmup: + environment["PINES_TQ_BENCH_WARMUP"] = warmup +print(json.dumps(environment)) +PY +)" + +launch_json="$artifacts/launch.json" +log "Launching hidden TurboQuant benchmark mode, run $run_id." +xcrun devicectl device process launch \ + --device "$device_id" \ + --terminate-existing \ + --activate \ + --environment-variables "$launch_environment" \ + --timeout 120 \ + --json-output "$launch_json" \ + --quiet \ + "$bundle_id" \ + --pines-turboquant-bench \ + --pines-freeze-breadcrumbs >"$artifacts/logs/launch.log" 2>&1 + +pid="$( + python3 - "$launch_json" <<'PY' +import json +import sys + +with open(sys.argv[1], "r", encoding="utf-8") as handle: + payload = json.load(handle) + +def walk(value): + if isinstance(value, dict): + for key in ("processIdentifier", "pid"): + found = value.get(key) + if isinstance(found, int): + return found + for child in value.values(): + found = walk(child) + if found is not None: + return found + elif isinstance(value, list): + for child in value: + found = walk(child) + if found is not None: + return found + return None + +pid = walk(payload) +print("" if pid is None else pid) +PY +)" +[ -n "$pid" ] && log "Launched process PID $pid." + +deadline=$((SECONDS + overall_timeout)) +poll_index=0 +while [ "$SECONDS" -lt "$deadline" ]; do + poll_index=$((poll_index + 1)) + poll_json="$artifacts/polls/device-$poll_index.json" + if ! xcrun devicectl device info details \ + --device "$device_id" \ + --timeout "$device_poll_timeout" \ + --json-output "$poll_json" \ + --quiet >"$artifacts/logs/device-poll-$poll_index.log" 2>&1; then + copy_app_diagnostics || true + write_summary "failed" "device responsiveness probe failed" + die "Device responsiveness probe failed. Artifacts: $artifacts" + fi + + copy_app_diagnostics || true + state="$(read_status_field state)" + result_count="$(read_status_field resultCount)" + failed_count="$(read_status_field failedCount)" + message="$(read_status_field message)" + log "Poll $poll_index: state=${state:-unknown} results=${result_count:-0} failed=${failed_count:-0} message=${message:-none}" + + case "$state" in + completed) + copy_app_diagnostics || true + write_summary "completed" "benchmark completed" + log "Benchmark completed. Artifacts: $artifacts" + exit 0 + ;; + failed) + copy_app_diagnostics || true + write_summary "failed" "${message:-in-app benchmark failure}" + die "Benchmark failed. Artifacts: $artifacts" + ;; + esac + + if [ -n "$pid" ] && ! app_process_alive "$artifacts/polls/process-$poll_index.json" "$artifacts/logs/process-probe-$poll_index.log"; then + copy_app_diagnostics || true + write_summary "failed" "app process $pid exited before the benchmark completed" + die "App process $pid exited before the benchmark completed. Artifacts: $artifacts" + fi + + sleep "$poll_seconds" +done + +copy_app_diagnostics || true +write_summary "failed" "benchmark exceeded ${overall_timeout}s" +die "Benchmark exceeded ${overall_timeout}s. Artifacts: $artifacts" From 679473b9f95698ae7f2f9fdd738538d5823e4be8 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 31 May 2026 15:35:18 +0200 Subject: [PATCH 58/80] Pin hybrid TurboQuant native diagnostics pair --- Pines.xcodeproj/project.pbxproj | 4 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- .../PinesTurboQuantBenchmarkDiagnostics.swift | 26 ++++++ Pines/Runtime/MLXRuntimeBridge.swift | 2 +- .../TurboQuantPinDriftTests.swift | 89 +++++++++++++++++-- docs/RELEASES.md | 4 +- docs/STATUS.md | 4 +- docs/TURBOQUANT.md | 15 ++-- .../00-current-state.md | 12 +-- .../12-validation-and-release-gates.md | 14 ++- docs/turboquant-implementation/README.md | 4 +- .../compatibility-pair.json | 62 ++++++++----- .../compatibility-pair.schema.json | 44 +++++++++ project.yml | 4 +- scripts/ci/check-mlx-package-pins.sh | 4 +- .../diagnostics/run-ios-turboquant-bench.sh | 6 ++ 16 files changed, 243 insertions(+), 55 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 66cb10b..1395c1a 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1448,7 +1448,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = b187523536c6923562e3a81613e169da9321f812; + revision = 7a662770e0279d2693d4e3e93cb1b52cde34a321; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1464,7 +1464,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 1bf1cc246e17c48527a32c99fffcde41b84cd725; + revision = 152911cd84e439ace44d807535aabbca6621c760; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 422f4b3..39e5a37 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "b187523536c6923562e3a81613e169da9321f812" + "revision" : "7a662770e0279d2693d4e3e93cb1b52cde34a321" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "1bf1cc246e17c48527a32c99fffcde41b84cd725" + "revision" : "152911cd84e439ace44d807535aabbca6621c760" } }, { diff --git a/Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift b/Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift index cfc67f4..d9ca022 100644 --- a/Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift +++ b/Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift @@ -110,6 +110,7 @@ private struct PinesTurboQuantBenchPayload: Codable, Sendable { var warmupIterations: Int var compatibilityPairID: String var appHost: PinesTurboQuantBenchAppHost + var hybridNativeDiagnostics: PinesTurboQuantBenchHybridNativeDiagnostics var table: String var results: [TurboQuantBenchResult] var createdAt: Date @@ -147,6 +148,30 @@ private struct PinesTurboQuantBenchAppHost: Codable, Sendable { } } +private struct PinesTurboQuantBenchHybridNativeDiagnostics: Codable, Sendable { + var benchmarkModelType: String + var cacheTopology: String + var hybridAttentionKVPolicy: String + var nativeStateCachePolicy: String + var requestedNativeBackend: String + var nativeBackendPerformanceEvidence: String + var performanceParityEvidence: String + var productClaimLevel: String + + static func qwen35AppHostCurrent() -> PinesTurboQuantBenchHybridNativeDiagnostics { + PinesTurboQuantBenchHybridNativeDiagnostics( + benchmarkModelType: "qwen3_5", + cacheTopology: PinesTurboQuantCacheTopology.hybridAttentionKVAndNativeState.rawValue, + hybridAttentionKVPolicy: "turboquant-attention-kv", + nativeStateCachePolicy: "exact-mlx-native-state", + requestedNativeBackend: TurboQuantRuntimeBackend.metalPolarQJL.rawValue, + nativeBackendPerformanceEvidence: "not-proven", + performanceParityEvidence: "not-proven", + productClaimLevel: RuntimeEvidenceLevel.unverified.rawValue + ) + } +} + private actor PinesTurboQuantBenchStatusWriter { static let shared = PinesTurboQuantBenchStatusWriter() static let statusFileName = "pines-turboquant-bench-status.json" @@ -241,6 +266,7 @@ private enum PinesTurboQuantBenchRunner { warmupIterations: configuration.warmupIterations, compatibilityPairID: MLXRuntimeBridge.turboQuantCompatibilityPairID, appHost: PinesTurboQuantBenchAppHost.current(), + hybridNativeDiagnostics: .qwen35AppHostCurrent(), table: TurboQuantBench.renderTable(results), results: results, createdAt: Date() diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 83e0f37..55d71ea 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-b187523536c6923562e3a81613e169da9321f812+mlx-swift-lm-1bf1cc246e17c48527a32c99fffcde41b84cd725" + "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-152911cd84e439ace44d807535aabbca6621c760" fileprivate static let shortContextPlainKVTokenThreshold = 16_384 fileprivate static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift b/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift index f6d3f85..4538924 100644 --- a/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift +++ b/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift @@ -59,8 +59,30 @@ struct TurboQuantPinDriftTests { #expect(compatibility.claimPolicy.pinsOnlyEvidenceLevel == "unverified") #expect(compatibility.claimPolicy.verifiedOrCertifiedProductClaimsAllowed == false) #expect(compatibility.claimPolicy.requiresRealDeviceEvidence == true) + #expect(compatibility.releaseReadiness.greenAllowed == false) + #expect(compatibility.releaseReadiness.nativeBackendEvidence == "api_contract_only") + #expect(compatibility.releaseReadiness.performanceParityEvidence == "failed") + #expect(compatibility.releaseReadiness.appHostHybridNativeDiagnosticsRequired == true) + #expect( + compatibility.releaseReadiness.requiredEvidenceForGreen.contains( + "native_backend_performance" + ) + ) + #expect(compatibility.releaseReadiness.requiredEvidenceForGreen.contains("performance_parity")) + #expect( + compatibility.releaseReadiness.currentBlockers.contains { + $0.contains("native segmented performance parity") + } + ) + #expect( + compatibility.releaseReadiness.currentBlockers.contains { + $0.contains("Full release benchmark-matrix") + } + ) + #expect(compatibility.statusReason.contains("Exact-pin physical-device app-host smoke completed")) #expect(compatibility.productionPinPromotion?.releaseGate.contains("non-green") == true) #expect(compatibility.productionPinPromotion?.releaseGate.contains("Verified or Certified") == true) + Self.assertGreenStatusReleaseGates(compatibility) #expect(compatibility.validationCommands.contains { $0.repo == "mlx-swift" @@ -68,13 +90,6 @@ struct TurboQuantPinDriftTests { && $0.result == "passed" && $0.runID != compatibility.wave0Baseline.runID }) - #expect(compatibility.validationCommands.contains { - $0.repo == "pines" - && $0.command.contains("run-ios-turboquant-bench.sh") - && $0.result == "passed" - && $0.runID != compatibility.wave0Baseline.runID - && ($0.notes ?? "").contains("speed ratio 0.0183") - }) #expect(compatibility.historicalValidationCommands.contains { $0.repo == "pines" && $0.command.contains("run-ios-turboquant-bench.sh") @@ -85,6 +100,14 @@ struct TurboQuantPinDriftTests { $0.result == "passed" && ($0.notes ?? "").contains("Verified or Certified") }) + #expect(compatibility.validationCommands.contains { + $0.repo == "pines" + && $0.command.contains("run-ios-turboquant-bench.sh") + && $0.result == "passed" + && $0.runID == "ios-turboquant-bench-20260531T132622Z" + && ($0.notes ?? "").contains("hybridNativeDiagnostics") + && ($0.notes ?? "").contains("not-proven") + }) #expect(compatibility.historicalValidationCommands.contains { $0.result == "passed" && ($0.notes ?? "").contains("App-hosted physical-device smoke completed") @@ -113,6 +136,13 @@ struct TurboQuantPinDriftTests { #expect(diagnostics.contains("matrixExecution")) #expect(diagnostics.contains("TurboQuantBench.sweep")) #expect(diagnostics.contains("pines-turboquant-bench-status.json")) + #expect(diagnostics.contains("hybridNativeDiagnostics")) + #expect(diagnostics.contains("PinesTurboQuantBenchHybridNativeDiagnostics")) + #expect(diagnostics.contains("hybridAttentionKVPolicy")) + #expect(diagnostics.contains("nativeStateCachePolicy")) + #expect(diagnostics.contains("requestedNativeBackend")) + #expect(diagnostics.contains("nativeBackendPerformanceEvidence")) + #expect(diagnostics.contains("performanceParityEvidence")) #expect(script.contains("PINES_TURBOQUANT_BENCH")) #expect(script.contains("PINES_TQ_BENCH_DEVICE_ID")) #expect(script.contains("PINES_TQ_BENCH_PINES_COMMIT")) @@ -121,6 +151,8 @@ struct TurboQuantPinDriftTests { #expect(script.contains("PINES_TQ_BENCH_SPARSE_V")) #expect(script.contains("devicectl device process launch")) #expect(script.contains("pines-turboquant-bench-status.json")) + #expect(script.contains("hybridNativeDiagnostics")) + #expect(script.contains("appHost")) } @Test func wave0CaptureHarnessStaysWired() throws { @@ -149,6 +181,10 @@ struct TurboQuantPinDriftTests { #expect(schema.contains("historicalValidationCommands")) #expect(schema.contains("pinsOnlyEvidenceLevel")) #expect(schema.contains("verifiedOrCertifiedProductClaimsAllowed")) + #expect(schema.contains("releaseReadiness")) + #expect(schema.contains("native_backend_performance")) + #expect(schema.contains("performance_parity")) + #expect(schema.contains("appHostHybridNativeDiagnosticsRequired")) } private static func repoRoot() throws -> URL { @@ -194,6 +230,34 @@ struct TurboQuantPinDriftTests { throw PinDriftError.invalidSHA(label, value) } } + + private static func assertGreenStatusReleaseGates(_ compatibility: CompatibilityPair) { + if compatibility.status == "green" { + #expect(compatibility.releaseReadiness.greenAllowed) + #expect(compatibility.releaseReadiness.nativeBackendEvidence == "passed") + #expect(compatibility.releaseReadiness.performanceParityEvidence == "passed") + #expect(compatibility.wave0Baseline.performanceParity) + #expect( + compatibility.validationCommands.contains { + $0.result == "passed" + && ($0.notes ?? "").localizedCaseInsensitiveContains("native") + && ($0.notes ?? "").localizedCaseInsensitiveContains("performance") + } + ) + #expect( + compatibility.validationCommands.contains { + $0.result == "passed" + && ($0.notes ?? "").localizedCaseInsensitiveContains("performance parity") + } + ) + } else { + #expect(!compatibility.releaseReadiness.greenAllowed) + #expect( + compatibility.releaseReadiness.nativeBackendEvidence != "passed" + || compatibility.releaseReadiness.performanceParityEvidence != "passed" + ) + } + } } private struct PackageResolved: Decodable { @@ -219,6 +283,7 @@ private struct CompatibilityPair: Decodable { var compatibilityPairID: String var wave0Baseline: Wave0Baseline var claimPolicy: ClaimPolicy + var releaseReadiness: ReleaseReadiness var mlxSwift: RepoRef var mlxSwiftLM: RepoRef var validationCommands: [ValidationCommand] @@ -227,6 +292,7 @@ private struct CompatibilityPair: Decodable { struct Wave0Baseline: Decodable { var runID: String + var performanceParity: Bool } struct ClaimPolicy: Decodable { @@ -239,6 +305,15 @@ private struct CompatibilityPair: Decodable { var commit: String } + struct ReleaseReadiness: Decodable { + var greenAllowed: Bool + var requiredEvidenceForGreen: [String] + var nativeBackendEvidence: String + var performanceParityEvidence: String + var appHostHybridNativeDiagnosticsRequired: Bool + var currentBlockers: [String] + } + struct ProductionPinPromotion: Decodable { var pinnedMLXSwift: String var pinnedMLXSwiftLM: String diff --git a/docs/RELEASES.md b/docs/RELEASES.md index 5640fc7..588a3e7 100644 --- a/docs/RELEASES.md +++ b/docs/RELEASES.md @@ -63,7 +63,7 @@ Until signing and App Store Connect automation are configured, releases publish Do not publish an unsigned `.ipa`. -Production distribution remains blocked until signed archive export, TestFlight/App Store upload, real-device TurboQuant acceptance, and final App Store privacy review are configured and passed. The current TurboQuant compatibility pair is green for local release gates, including full Xcode package/app validation, but that does not by itself create `Verified` or `Certified` model/device/mode claims. +Production distribution remains blocked until signed archive export, TestFlight/App Store upload, real-device TurboQuant acceptance, and final App Store privacy review are configured and passed. The current TurboQuant compatibility pair is non-green: focused local gates and exact-pin physical-device smoke pass, but native backend performance parity and full benchmark/quality/fallback evidence remain incomplete. ## v0.1.0 Preview Readiness @@ -81,7 +81,7 @@ Before pushing the tag, verify: - `bash scripts/ci/run-xcode-validation.sh all` - `bash scripts/ci/package-release.sh v0.1.0` -For TurboQuant-related release candidates, also verify that `docs/turboquant-implementation/compatibility-pair.json` is synchronized with `project.yml`, `Pines.xcodeproj`, the Xcode `Package.resolved`, and `MLXRuntimeBridge.turboQuantCompatibilityPairID`. A green compatibility pair means the local runtime pair passed release gates; real-device profile evidence is still required before product compatibility labels can become `Verified` or `Certified`. +For TurboQuant-related release candidates, also verify that `docs/turboquant-implementation/compatibility-pair.json` is synchronized with `project.yml`, `Pines.xcodeproj`, the Xcode `Package.resolved`, and `MLXRuntimeBridge.turboQuantCompatibilityPairID`. A green compatibility pair requires native backend performance, performance parity, current real-device app-host evidence, benchmark matrix coverage, and quality/memory/fallback gates; real-device profile evidence is still required before product compatibility labels can become `Verified` or `Certified`. ## Future TestFlight Pipeline diff --git a/docs/STATUS.md b/docs/STATUS.md index 0fb6be7..66d8afe 100644 --- a/docs/STATUS.md +++ b/docs/STATUS.md @@ -1,6 +1,6 @@ # Implementation Status -This repository is a working foundation for `pines`, not a signed App Store distribution yet. The local release gates for the current TurboQuant compatibility pair are green; model/device/mode `Verified` and `Certified` claims remain gated on real-device evidence. +This repository is a working foundation for `pines`, not a signed App Store distribution yet. The current TurboQuant compatibility pair is non-green: local gates and exact-pin physical-device smoke pass, but native backend performance parity and full release benchmark/quality/fallback evidence are not complete. Model/device/mode `Verified` and `Certified` claims remain gated on accepted real-device evidence. ## Implemented @@ -82,4 +82,4 @@ For a direct generic iOS build: xcodebuild -project Pines.xcodeproj -scheme Pines -destination 'generic/platform=iOS' build ``` -The current TurboQuant compatibility pair passed `bash scripts/ci/run-xcode-validation.sh all`, including locked package resolution, unsigned iOS build, build-for-testing, simulator unit smoke tests, simulator UI smoke tests, and final generated-project/package drift checks. +The current TurboQuant compatibility pair has passing focused local gates and exact-pin iOS app-host smoke evidence, but it is still non-green until the native backend performance, benchmark matrix, quality, memory, and fallback gates pass. diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index baba3d2..d1f77f9 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,10 +4,10 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current MLX fork pins are: -- `RNT56/mlx-swift`: `b187523536c6923562e3a81613e169da9321f812` -- `RNT56/mlx-swift-lm`: `1bf1cc246e17c48527a32c99fffcde41b84cd725` +- `RNT56/mlx-swift`: `7a662770e0279d2693d4e3e93cb1b52cde34a321` +- `RNT56/mlx-swift-lm`: `152911cd84e439ace44d807535aabbca6621c760` -The latest Wave 0 baseline for this pair is intentionally non-green. It captured the current truth across the MLX forks and Pines: the Mac benchmark matrix completed, Pines pin/build gates passed, `mlx-swift` full TurboQuant tests currently fail lower-bit QK reference checks, and the current physical-device app-host smoke did not reach install/launch because device code signing stalled. Previous local release gates and the earlier app-hosted iPhone smoke remain useful evidence, but they do not override the Wave 0 guardrail status. +The current pair is intentionally non-green. Wave 0 captured the baseline failures, and the continuation pass now has passing local TurboQuant gates plus an exact-pin physical-device app-host smoke on `iPhone16,2`, but compressed equal-context throughput remains far below raw FP16 and native backend performance parity is not proven. Previous local release gates and earlier app-hosted iPhone smoke remain useful historical evidence, but they do not override the current guardrail status. This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -24,9 +24,9 @@ The pinned pair makes Layout V6 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `b187523536c6923562e3a81613e169da9321f812` - - `RNT56/mlx-swift-lm`: `1bf1cc246e17c48527a32c99fffcde41b84cd725` - - Nested `mlx` inside `RNT56/mlx-swift`: `edc0fb23d1a384fe846ef5a8093f2d43001be8d2` + - `RNT56/mlx-swift`: `7a662770e0279d2693d4e3e93cb1b52cde34a321` + - `RNT56/mlx-swift-lm`: `152911cd84e439ace44d807535aabbca6621c760` + - Nested `mlx` inside `RNT56/mlx-swift`: `5d0ee35ddc84922c1d69801aae765dbe3ff76eed` - Nested `mlx-c` inside `RNT56/mlx-swift`: `0b9e4c23eb5b64e4ddc0f44ff45ba37832370d2d` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, automatic block-token planning for 32K/64K/128K/256K decode, fp16/bf16 block-partial value storage with float32 stats/reduce accumulation, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, cooperative coalesced QK decode behind `TQ_COOP=1` for A-series validation, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. - `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `KVCacheStrategy.adaptiveTurboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, direct initial compressed-cache commits, lightweight compressed update checkpoints, compact v6 state restore/snapshot validation, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 adaptive raw-first grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity proof reporting, schema-v6 production-route/recommended/effective block-token proof reporting, the `TurboQuantBench` app-hostable A-series attention harness, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, raw SDPA threshold, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. @@ -73,10 +73,11 @@ Wave 0 parity verdict: `performanceParity=false`, `stabilityParity=partial`, `su ## Physical Device Evidence -Earlier current-pair app-hosted attention smoke validation ran on `iPhone16,2` / A17 Pro / iPhone 15 Pro Max (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-31 before the Wave 0 baseline failed. The Pines Debug app launched `--pines-turboquant-bench` and wrote `artifacts/ios-turboquant-bench-20260531T020455Z`. This result is historical evidence only and cannot make the current compatibility pair green. +Current-pair app-hosted attention smoke validation ran on `iPhone16,2` / A17 Pro / iPhone 15 Pro Max (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-31 after the continuation pins were applied. The Pines Debug app launched `--pines-turboquant-bench` and wrote `artifacts/ios-turboquant-bench-20260531T132622Z`. This proves the exact-pin app-host path still runs on a real iPhone, but it is smoke evidence only and cannot make the current compatibility pair green. | Model | Artifact | Result | Active profile/path | Observed result | | --- | --- | --- | --- | --- | +| synthetic `qwen3.5-2b` attention shape | `ios-turboquant-bench-20260531T132622Z` | Completed, exact current pair | `turbo4v2`, 8K context, app-hosted physical-device benchmark | Compressed `48.95 tok/s`, plain FP16 `643.10 tok/s`, speed ratio `0.0761`, cosine `0.999992`, KV memory reduction `2.21x`; app diagnostics report `productClaimLevel=unverified` and native backend performance `not-proven`. | | synthetic `qwen3.5-2b` attention shape | `ios-turboquant-bench-20260531T020455Z` | Completed, historical/superseded | `turbo4v2`, 8K context, app-hosted physical-device benchmark | Compressed `22.22 tok/s`, plain FP16 `634.54 tok/s`, speed ratio `0.0350`, cosine `0.999824`, KV memory reduction `3.05x`. | Earlier imported real-device smoke validation ran on `iPhone16,2` / A17 Pro (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-26 before the block-parallel fused pair was promoted. These runs are retained as raw-shadow recovery evidence for the exact local artifact tuple only; they do not certify the current fused path or lower-bit compressed attention paths. diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index b693a0f..1a77bcf 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -6,15 +6,15 @@ This document records the observed local repository state at the start of the im After the Wave 0 baseline capture on 2026-05-31, the active local compatibility pair is failed/non-green: -| Repo | Branch | Current pair commit | +| Repo | Branch | Validation commit/pin | | --- | --- | --- | -| `pines` | `tq/real-device-evidence-acceptance` | `e4d9e99b77b652be089be325e41a509eeb6cb033` with dirty work present during validation | -| `mlx-swift` | `tq/layout-v5-default-device-tests` | `b187523536c6923562e3a81613e169da9321f812` with dirty work present during validation | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `1bf1cc246e17c48527a32c99fffcde41b84cd725` with dirty work present during validation | +| `pines` | `tq/real-device-evidence-acceptance` | `1f3cbc43289f3b4035fff2276c1f01206d616647` dirty validation base before this evidence update | +| `mlx-swift` | `tq/layout-v5-default-device-tests` | `7a662770e0279d2693d4e3e93cb1b52cde34a321` pushed continuation pin | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `152911cd84e439ace44d807535aabbca6621c760` pushed continuation pin | -Pines pins `MLXSwift` to `b187523536c6923562e3a81613e169da9321f812` and `MLXSwiftLM` to `1bf1cc246e17c48527a32c99fffcde41b84cd725` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `7a662770e0279d2693d4e3e93cb1b52cde34a321` and `MLXSwiftLM` to `152911cd84e439ace44d807535aabbca6621c760` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. -Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, but `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the app-hosted iOS smoke ended `failed_environmental` before install/launch. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V6 is the default MLX layout on this pair, with Layout V4 and V5 still supported for legacy/comparison runs. Exact pins alone are unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. +Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker and records exact-pin physical-device app-host smoke on `iPhone16,2`, but compressed equal-context throughput remains far below raw FP16 and native backend performance parity is not proven. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V6 is the default MLX layout on this pair, with Layout V4 and V5 still supported for legacy/comparison runs. Exact pins plus smoke evidence remain unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. ## Observed workspace diff --git a/docs/turboquant-implementation/12-validation-and-release-gates.md b/docs/turboquant-implementation/12-validation-and-release-gates.md index 05e9fc5..5c9e979 100644 --- a/docs/turboquant-implementation/12-validation-and-release-gates.md +++ b/docs/turboquant-implementation/12-validation-and-release-gates.md @@ -36,6 +36,18 @@ Full iOS verification: xcodebuild -project Pines.xcodeproj -scheme Pines -destination 'generic/platform=iOS' build ``` +## Compatibility-pair green gate + +`docs/turboquant-implementation/compatibility-pair.json` is the machine-readable source for pair status. A pair must stay `failed` or `pending` unless `releaseReadiness.greenAllowed` is true and current evidence passes all of these gates: + +- native backend performance evidence for the production compressed-attention backend; +- compressed-vs-plain performance parity evidence on the current pair; +- physical-device app-host evidence with hybrid/native cache diagnostics; +- benchmark matrix coverage for release contexts; +- quality, memory, and fallback gates for the exact model/device/mode tuple. + +API contract tests, package-pin checks, simulator or generic iOS builds, and historical/superseded proofs do not make a pair green by themselves. + ## MVP 0 gate Required: @@ -48,7 +60,7 @@ Required: - W1 core public contracts exist; - W7 Pines local shims build; - W24 mode/fallback contract exists; -- compatibility-pair JSON is present and pending or green. +- compatibility-pair JSON is present and honestly `pending` or `failed` unless all green gates pass. Validation: diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index c1d102a..d559645 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -66,9 +66,9 @@ Machine-readable compatibility-pair files: Current status: - The active compatibility pair is failed/non-green after the Wave 0 baseline `turboquant-wave0-20260531T024557Z`. -- Pines pins `mlx-swift` `b187523536c6923562e3a81613e169da9321f812` and `mlx-swift-lm` `1bf1cc246e17c48527a32c99fffcde41b84cd725`. +- Pines pins `mlx-swift` `7a662770e0279d2693d4e3e93cb1b52cde34a321` and `mlx-swift-lm` `152911cd84e439ace44d807535aabbca6621c760`. - Layout V6 is the default TurboQuant layout on this pair; Layout V4 and V5 remain supported for legacy and comparison runs. -- Current Wave 0 evidence includes passing Pines pin/build gates and Mac benchmark artifacts, but `mlx-swift` TurboQuant tests failed and the app-hosted iOS smoke ended `failed_environmental` before install/launch. +- Current continuation evidence includes passing local TurboQuant gates and exact-pin physical-device app-host smoke on `iPhone16,2`, but native backend performance parity and the full release benchmark/quality/fallback matrix remain incomplete. - Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only and cannot make the current pair green. - Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 25b4589..c99e1b9 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -4,20 +4,20 @@ "pines": { "repo": "pines", "branch": "tq/real-device-evidence-acceptance", - "commit": "e4d9e99b77b652be089be325e41a509eeb6cb033", + "commit": "1f3cbc43289f3b4035fff2276c1f01206d616647", "dirtyAtValidation": true }, "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "b187523536c6923562e3a81613e169da9321f812", - "dirtyAtValidation": true + "commit": "7a662770e0279d2693d4e3e93cb1b52cde34a321", + "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "1bf1cc246e17c48527a32c99fffcde41b84cd725", - "dirtyAtValidation": true + "commit": "152911cd84e439ace44d807535aabbca6621c760", + "dirtyAtValidation": false }, "wave0Baseline": { "runID": "turboquant-wave0-20260531T024557Z", @@ -55,7 +55,7 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-31T12:58:06Z", + "validatedAt": "2026-05-31T13:21:18Z", "validationCommands": [ { "repo": "mlx-swift", @@ -139,13 +139,13 @@ }, { "repo": "pines", - "command": "PINES_TQ_BENCH_CONTEXTS=8192 PINES_TQ_BENCH_SCHEMES=turbo4v2 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 bash scripts/diagnostics/run-ios-turboquant-bench.sh", + "command": "PINES_TQ_BENCH_CONTEXTS=8192 PINES_TQ_BENCH_SCHEMES=turbo4v2 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 PINES_TQ_BENCH_TIMEOUT_SECONDS=900 PINES_TQ_BENCH_BUILD_TIMEOUT_SECONDS=900 bash scripts/diagnostics/run-ios-turboquant-bench.sh", "result": "passed", - "artifactPath": "/Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T125227Z/summary.json", - "runID": "ios-turboquant-bench-20260531T125227Z", - "startedAt": "2026-05-31T12:52:27Z", - "finishedAt": "2026-05-31T12:55:00Z", - "notes": "App-hosted physical-device smoke completed on iPhone16,2 / iPhone 15 Pro Max for the current pair. Artifact: /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T125227Z. 8K qwen3.5-2b turbo4v2 result: compressed 11.01 tok/s, plain 600.99 tok/s, speed ratio 0.0183, cosine 0.999992, memory reduction 2.21x. This is real-device smoke evidence, not a green parity result." + "artifactPath": "/Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z/summary.json", + "runID": "ios-turboquant-bench-20260531T132622Z", + "startedAt": "2026-05-31T13:26:22Z", + "finishedAt": "2026-05-31T13:31:09Z", + "notes": "App-hosted physical-device smoke completed on iPhone16,2 / iPhone 15 Pro Max running iOS 26.5 for the exact current pair. Artifact: /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. 8K qwen3.5-2b turbo4v2 result: compressed 48.95 tok/s, plain 643.10 tok/s, speed ratio 0.0761, cosine 0.999992, memory reduction 2.21x. hybridNativeDiagnostics reports productClaimLevel=unverified and nativeBackendPerformanceEvidence=not-proven. This is real-device smoke evidence, not a green parity result." }, { "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/mlx-swift-build-turboquantbenchmark.log", @@ -559,8 +559,11 @@ } }, "notes": [ + "Continuation pins mlx-swift 7a662770e0279d2693d4e3e93cb1b52cde34a321, which includes native segmented backend identity reporting and the nested mlx 5d0ee35ddc84922c1d69801aae765dbe3ff76eed native TurboQuant Metal backend probe.", + "Continuation pins mlx-swift-lm 152911cd84e439ace44d807535aabbca6621c760, which bounds hybrid hot residency, preserves selector diagnostics across checkpoints, and records selected segmented-vs-decoded fallback routes.", + "The current continuation pair remains failed/non-green until native-performance, full benchmark-matrix, performance-parity, quality-memory, and fallback evidence pass; historical app-host smoke from earlier pins is retained only as prior evidence.", "Post-Wave0 stabilization updated the current pair with passing mlx-swift TurboQuant tests, passing mlx-swift-lm TurboQuant tests, passing Pines pin/TurboQuant tests, and a passing app-hosted physical-device iOS smoke on iPhone16,2 for the exact pins.", - "The current physical-device smoke artifact is /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T125227Z. It reports 8K qwen3.5-2b turbo4v2 compressed 11.01 tok/s, plain 600.99 tok/s, speed ratio 0.0183, cosine 0.999992, and 2.21x KV memory reduction.", + "The current physical-device smoke artifact is /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. It reports 8K qwen3.5-2b turbo4v2 compressed 48.95 tok/s, plain 643.10 tok/s, speed ratio 0.0761, cosine 0.999992, and 2.21x KV memory reduction. The app-host diagnostics explicitly keep productClaimLevel=unverified and nativeBackendPerformanceEvidence=not-proven.", "The pair remains failed/non-green because compressed equal-context throughput is far below raw FP16 and production native MLX fused compressed-domain attention is still not available by default. TurboQuant remains a capacity route until later evidence proves parity.", "Authoritative current-pair status is failed/non-green. Historical pass, smoke, simulator, and Mac proof evidence remains retained below but is superseded by the Wave 0 baseline and cannot green the current pair.", "Pins alone establish only an unverified compatibility identity. Verified and Certified product labels require accepted real-device evidence for the exact model/device/mode tuple plus passing quality, memory, throughput, and fallback gates.", @@ -568,7 +571,7 @@ "The Pines commit recorded here is the committed production pin and runtime-bridge integration commit validated before this metadata-only manifest update.", "Wave 0 blockers resolved: core contracts are in explicit files, LM typed errors are present, product TurboQuant generation requires throwing models, Pines reuses existing TurboQuant DTOs, and fallback-contract hashes are implemented.", "Wave 1 prerequisites validated: core contracts/router, LM runtime failures/cache snapshots/admission planner, and PinesCore control-plane tests passed.", - "Full Xcode validation is green on the final production pin pair. The previous xcodebuild package-resolution stall was resolved by removing ignored generated build artifacts and using locked package-resolution flags.", + "Earlier full Xcode validation was green on a prior production pin pair. The previous xcodebuild package-resolution stall was resolved by removing ignored generated build artifacts and using locked package-resolution flags, but that historical result does not make the current pair green.", "Layout V5 is now the default MLX layout on the device-test pair while Layout V4 remains supported for legacy/comparison runs.", "A targeted on-device MLXTurboQuantRuntimeSmokeTests run passed on GBU-12, an iPhone16,2 running iOS 26.5. Real-device benchmark/profile evidence remains pending and product compatibility claims must stay evidence-gated.", "The Pines commit recorded here is the Layout V5 device-test branch point; this manifest update is metadata-only.", @@ -597,19 +600,38 @@ ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", - "pinnedMLXSwift": "b187523536c6923562e3a81613e169da9321f812", - "pinnedMLXSwiftLM": "1bf1cc246e17c48527a32c99fffcde41b84cd725", - "compatibilityPairID": "mlx-swift-b187523536c6923562e3a81613e169da9321f812+mlx-swift-lm-1bf1cc246e17c48527a32c99fffcde41b84cd725", - "releaseGate": "non-green after post-Wave0 stabilization: mlx-swift, mlx-swift-lm, Pines pin guard, Pines TurboQuant tests, and one physical-device app-hosted iOS smoke passed on the current pins, but compressed equal-context throughput is still far below raw FP16 and the production native MLX fused compressed-attention backend is not enabled by default. TurboQuant remains a capacity route; no Verified or Certified model/device/mode claim is promoted." + "pinnedMLXSwift": "7a662770e0279d2693d4e3e93cb1b52cde34a321", + "pinnedMLXSwiftLM": "152911cd84e439ace44d807535aabbca6621c760", + "compatibilityPairID": "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-152911cd84e439ace44d807535aabbca6621c760", + "releaseGate": "non-green after native-probe continuation: Pines pins mlx-swift 7a662770e0279d2693d4e3e93cb1b52cde34a321 plus mlx-swift-lm 152911cd84e439ace44d807535aabbca6621c760. Local gates and exact-pin physical-device smoke have passed, but compressed equal-context throughput remains below raw FP16, native backend performance parity is not proven, and full release benchmark/quality/fallback evidence is incomplete before any Verified or Certified claim." }, - "statusReason": "Authoritative current-pair status is failed/non-green. Post-Wave0 gates now include passing mlx-swift TurboQuant tests, passing mlx-swift-lm TurboQuant tests, passing Pines pin/TurboQuant tests, and a passing physical-device app-hosted smoke for the exact pins, but performance parity is not achieved (8K iPhone turbo4v2 ratio 0.0183 versus raw FP16) and production native fused compressed attention remains unavailable by default. Status must remain failed until performance, native-backend, benchmark-matrix, and release gates all have current evidence.", - "compatibilityPairID": "mlx-swift-b187523536c6923562e3a81613e169da9321f812+mlx-swift-lm-1bf1cc246e17c48527a32c99fffcde41b84cd725", + "statusReason": "Authoritative current-pair status is failed/non-green. The continuation pair pins mlx-swift 7a662770e0279d2693d4e3e93cb1b52cde34a321 and mlx-swift-lm 152911cd84e439ace44d807535aabbca6621c760, adding native backend identity reporting plus bounded hybrid selected-attention diagnostics. Exact-pin physical-device app-host smoke completed on iPhone16,2, but performance parity is not achieved, native backend performance evidence is not complete, and full release benchmark/quality/fallback evidence is still incomplete.", + "compatibilityPairID": "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-152911cd84e439ace44d807535aabbca6621c760", "claimPolicy": { "pinsOnlyEvidenceLevel": "unverified", "verifiedOrCertifiedProductClaimsAllowed": false, "requiresRealDeviceEvidence": true, "notes": "Exact MLX pins are necessary for reproducibility, but pins, smoke tests, simulator builds, and historical pass evidence are not sufficient for Verified or Certified product claims." }, + "releaseReadiness": { + "greenAllowed": false, + "requiredEvidenceForGreen": [ + "native_backend_performance", + "performance_parity", + "real_device_app_host", + "benchmark_matrix", + "quality_memory_fallback" + ], + "nativeBackendEvidence": "api_contract_only", + "performanceParityEvidence": "failed", + "appHostHybridNativeDiagnosticsRequired": true, + "currentBlockers": [ + "Native backend capability identity is now pinned through mlx-swift, but native segmented performance parity is not proven by a current benchmark matrix.", + "Full release benchmark-matrix plus quality, memory, and fallback evidence is still incomplete for the current pair.", + "Compressed equal-context throughput remains far below raw FP16 in exact-pin app-host evidence, so TurboQuant remains a capacity route." + ], + "notes": "Status cannot become green until current-pair evidence explicitly passes native backend performance, compressed-vs-plain performance parity, full benchmark-matrix, and real-device app-host gates. App-host benchmark artifacts must carry hybrid/native cache diagnostics." + }, "historicalValidationCommands": [ { "artifactPath": "/Users/mt/Programming/Schtack/pines/artifacts/turboquant-wave0-20260531T024557Z/logs/ios-smoke.log", diff --git a/docs/turboquant-implementation/compatibility-pair.schema.json b/docs/turboquant-implementation/compatibility-pair.schema.json index fc8be42..8f0ba33 100644 --- a/docs/turboquant-implementation/compatibility-pair.schema.json +++ b/docs/turboquant-implementation/compatibility-pair.schema.json @@ -10,6 +10,7 @@ "statusReason", "compatibilityPairID", "claimPolicy", + "releaseReadiness", "pines", "mlxSwift", "mlxSwiftLM", @@ -46,6 +47,49 @@ "notes": { "type": "string" } } }, + "releaseReadiness": { + "type": "object", + "additionalProperties": false, + "required": [ + "greenAllowed", + "requiredEvidenceForGreen", + "nativeBackendEvidence", + "performanceParityEvidence", + "appHostHybridNativeDiagnosticsRequired", + "currentBlockers", + "notes" + ], + "properties": { + "greenAllowed": { "type": "boolean" }, + "requiredEvidenceForGreen": { + "type": "array", + "items": { + "type": "string", + "enum": [ + "native_backend_performance", + "performance_parity", + "real_device_app_host", + "benchmark_matrix", + "quality_memory_fallback" + ] + } + }, + "nativeBackendEvidence": { + "type": "string", + "enum": ["missing", "api_contract_only", "failed", "passed"] + }, + "performanceParityEvidence": { + "type": "string", + "enum": ["missing", "failed", "passed"] + }, + "appHostHybridNativeDiagnosticsRequired": { "type": "boolean" }, + "currentBlockers": { + "type": "array", + "items": { "type": "string" } + }, + "notes": { "type": "string" } + } + }, "pines": { "$ref": "#/$defs/repoRef" }, "mlxSwift": { "$ref": "#/$defs/repoRef" }, "mlxSwiftLM": { "$ref": "#/$defs/repoRef" }, diff --git a/project.yml b/project.yml index b4c51c9..f9a0f8b 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: b187523536c6923562e3a81613e169da9321f812 + revision: 7a662770e0279d2693d4e3e93cb1b52cde34a321 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 1bf1cc246e17c48527a32c99fffcde41b84cd725 + revision: 152911cd84e439ace44d807535aabbca6621c760 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 diff --git a/scripts/ci/check-mlx-package-pins.sh b/scripts/ci/check-mlx-package-pins.sh index 56d7b4b..93066f0 100755 --- a/scripts/ci/check-mlx-package-pins.sh +++ b/scripts/ci/check-mlx-package-pins.sh @@ -5,7 +5,7 @@ MLX_SWIFT_REPO="${MLX_SWIFT_REPO:-https://github.com/RNT56/mlx-swift}" MLX_SWIFT_LM_REPO="${MLX_SWIFT_LM_REPO:-https://github.com/RNT56/mlx-swift-lm}" MLX_SWIFT_MIN_REVISION="6820f3c6b85bdd73a288f5796ba78c4cd40efd91" MLX_SWIFT_LM_MIN_REVISION="861a9bd0e581317ddfce7446d306cbbb7916a75f" -MLX_SWIFT_NESTED_MLX_REVISION="edc0fb23d1a384fe846ef5a8093f2d43001be8d2" +MLX_SWIFT_NESTED_MLX_REVISION="5d0ee35ddc84922c1d69801aae765dbe3ff76eed" MLX_SWIFT_NESTED_MLX_C_REVISION="0b9e4c23eb5b64e4ddc0f44ff45ba37832370d2d" PROJECT_FILE="Pines.xcodeproj/project.pbxproj" XCODE_PACKAGE_RESOLVED="Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved" @@ -14,6 +14,7 @@ COMPATIBILITY_PAIR_JSON="docs/turboquant-implementation/compatibility-pair.json" MLX_RUNTIME_BRIDGE="Pines/Runtime/MLXRuntimeBridge.swift" OLD_MLX_SWIFT_REVISIONS=( + "b187523536c6923562e3a81613e169da9321f812" "425d765aa7fa2b2cf111b9c43430054d82d02d07" "c96dd8c7b374fa50d64b35bf8c5d7739df7d9984" "8f0718404a323698c7b5730f2de3af2b5e21f854" @@ -27,6 +28,7 @@ OLD_MLX_SWIFT_REVISIONS=( "2b0bd735a0cf18e0bdb87d1b066e2e9127299e08" ) OLD_MLX_SWIFT_LM_REVISIONS=( + "1bf1cc246e17c48527a32c99fffcde41b84cd725" "6335ec8a2e25cff94c93992cb921d7a0345b4a22" "c8a544503bcdad21ee736feec68f0ed7e07a9b29" "915a08dc8315b825b7f86109f12ba4d62d34f186" diff --git a/scripts/diagnostics/run-ios-turboquant-bench.sh b/scripts/diagnostics/run-ios-turboquant-bench.sh index abcc0e5..a286836 100755 --- a/scripts/diagnostics/run-ios-turboquant-bench.sh +++ b/scripts/diagnostics/run-ios-turboquant-bench.sh @@ -89,6 +89,10 @@ status = None if status_file and os.path.exists(status_file): with open(status_file, "r", encoding="utf-8") as handle: status = json.load(handle) +result_payload = None +if result_file and os.path.exists(result_file): + with open(result_file, "r", encoding="utf-8") as handle: + result_payload = json.load(handle) summary = { "result": result, @@ -99,6 +103,8 @@ summary = { "appPath": app_path or None, "status": status, "resultFile": result_file or None, + "appHost": result_payload.get("appHost") if isinstance(result_payload, dict) else None, + "hybridNativeDiagnostics": result_payload.get("hybridNativeDiagnostics") if isinstance(result_payload, dict) else None, "updatedAt": datetime.now(timezone.utc).isoformat(), } with open(summary_path, "w", encoding="utf-8") as handle: From 54df79b870bf5a8bd3ca0ca8067975816741286d Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 31 May 2026 15:51:44 +0200 Subject: [PATCH 59/80] Require real model TurboQuant evidence --- Pines.xcodeproj/project.pbxproj | 2 +- .../xcshareddata/swiftpm/Package.resolved | 2 +- .../PinesTurboQuantBenchmarkDiagnostics.swift | 4 ++ Pines/Runtime/MLXRuntimeBridge.swift | 2 +- .../Inference/TurboQuantBenchmarkReport.swift | 55 +++++++++++++++++++ .../Inference/TurboQuantQualityGate.swift | 1 + .../TurboQuantPinDriftTests.swift | 7 +++ .../TurboQuantWave3EvidenceTests.swift | 39 +++++++++++-- .../TurboQuantWave6SpeculativeTests.swift | 12 ++-- .../TurboQuantWave7PlatformTests.swift | 12 ++-- docs/RELEASES.md | 4 +- docs/STATUS.md | 4 +- docs/TURBOQUANT.md | 10 ++-- .../00-current-state.md | 6 +- .../06-quality-gates.md | 3 + .../12-validation-and-release-gates.md | 3 +- docs/turboquant-implementation/README.md | 4 +- .../compatibility-pair.json | 22 ++++---- .../compatibility-pair.schema.json | 1 + project.yml | 2 +- 20 files changed, 150 insertions(+), 45 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 1395c1a..9053ee8 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1464,7 +1464,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 152911cd84e439ace44d807535aabbca6621c760; + revision = 65fd39b3c8f02585fbcd62cf9d46eec893ca0328; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 39e5a37..729e827 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "152911cd84e439ace44d807535aabbca6621c760" + "revision" : "65fd39b3c8f02585fbcd62cf9d46eec893ca0328" } }, { diff --git a/Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift b/Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift index d9ca022..944ea63 100644 --- a/Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift +++ b/Pines/App/PinesTurboQuantBenchmarkDiagnostics.swift @@ -106,6 +106,7 @@ private struct PinesTurboQuantBenchPayload: Codable, Sendable { var precisionPolicies: [String] var sparseValuePolicies: [String] var matrixExecution: String + var comparisonBasis: String var iterations: Int var warmupIterations: Int var compatibilityPairID: String @@ -156,6 +157,7 @@ private struct PinesTurboQuantBenchHybridNativeDiagnostics: Codable, Sendable { var requestedNativeBackend: String var nativeBackendPerformanceEvidence: String var performanceParityEvidence: String + var realModelInferenceEvidence: String var productClaimLevel: String static func qwen35AppHostCurrent() -> PinesTurboQuantBenchHybridNativeDiagnostics { @@ -167,6 +169,7 @@ private struct PinesTurboQuantBenchHybridNativeDiagnostics: Codable, Sendable { requestedNativeBackend: TurboQuantRuntimeBackend.metalPolarQJL.rawValue, nativeBackendPerformanceEvidence: "not-proven", performanceParityEvidence: "not-proven", + realModelInferenceEvidence: "missing", productClaimLevel: RuntimeEvidenceLevel.unverified.rawValue ) } @@ -262,6 +265,7 @@ private enum PinesTurboQuantBenchRunner { precisionPolicies: configuration.precisionPolicies, sparseValuePolicies: configuration.sparseValuePolicies, matrixExecution: matrixExecution, + comparisonBasis: "synthetic-attention-shape-smoke; release comparisons require real-model-inference-v1", iterations: configuration.iterations, warmupIterations: configuration.warmupIterations, compatibilityPairID: MLXRuntimeBridge.turboQuantCompatibilityPairID, diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 55d71ea..8dbf132 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-152911cd84e439ace44d807535aabbca6621c760" + "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-65fd39b3c8f02585fbcd62cf9d46eec893ca0328" fileprivate static let shortContextPlainKVTokenThreshold = 16_384 fileprivate static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift index 898b013..c2637f1 100644 --- a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift +++ b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift @@ -744,6 +744,7 @@ public struct TurboQuantBenchmarkImporter: Sendable { "Platform unlock evidence import is disabled by policy.") } } + try Self.requireRealModelInferenceEvidence(report) } } @@ -812,6 +813,60 @@ public struct TurboQuantBenchmarkImporter: Sendable { } } + private static func requireRealModelInferenceEvidence( + _ report: TurboQuantBenchmarkReport + ) throws { + guard report.qualityGate.benchmarkSuiteID == TurboQuantBenchmarkSuiteID.realModelInferenceV1.rawValue else { + throw TurboQuantBenchmarkImportFailure.qualityGateFailed( + "Verified evidence requires real model inference comparison; synthetic attention-shape benchmarks are smoke-only." + ) + } + + var missing: [String] = [] + if report.model.id.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { + missing.append("model ID") + } + if report.model.revision?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty != false { + missing.append("model revision") + } + if report.model.tokenizerHash?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty != false { + missing.append("tokenizer hash") + } + if report.model.profileHash?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty != false { + missing.append("profile hash") + } + if report.model.architecture?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty != false { + missing.append("architecture") + } + if report.model.layers == nil { + missing.append("layer count") + } + if report.model.kvHeads == nil { + missing.append("KV head count") + } + if report.model.headDim == nil { + missing.append("head dimension") + } + if report.qualityGate.perplexityDeltaPercent == nil, + report.qualityGate.taskEvalDeltaPercent == nil, + report.qualityGate.retrievalNeedlePassRate == nil { + missing.append("real-model quality delta") + } + + let lowercasedModelID = report.model.id.lowercased() + if lowercasedModelID == "model" + || lowercasedModelID.contains("synthetic") + || lowercasedModelID.contains("attention-shape") { + missing.append("non-synthetic model ID") + } + + guard missing.isEmpty else { + throw TurboQuantBenchmarkImportFailure.qualityGateFailed( + "Verified real-model inference evidence requires: \(missing.joined(separator: ", "))." + ) + } + } + private static func requireCertifiedEvidenceMetrics( _ report: TurboQuantBenchmarkReport ) throws { diff --git a/Sources/PinesCore/Inference/TurboQuantQualityGate.swift b/Sources/PinesCore/Inference/TurboQuantQualityGate.swift index e7a4067..63a56d4 100644 --- a/Sources/PinesCore/Inference/TurboQuantQualityGate.swift +++ b/Sources/PinesCore/Inference/TurboQuantQualityGate.swift @@ -7,6 +7,7 @@ public enum TurboQuantBenchmarkSuiteID: String, Codable, Sendable, CaseIterable case longContextNeedleV1 = "long-context-needle-v1" case snapshotRoundtripV1 = "snapshot-roundtrip-v1" case mobileMemoryAcceptanceV1 = "mobile-memory-acceptance-v1" + case realModelInferenceV1 = "real-model-inference-v1" } public struct TurboQuantQualityGate: Hashable, Codable, Sendable { diff --git a/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift b/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift index 4538924..43f97b2 100644 --- a/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift +++ b/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift @@ -69,6 +69,7 @@ struct TurboQuantPinDriftTests { ) ) #expect(compatibility.releaseReadiness.requiredEvidenceForGreen.contains("performance_parity")) + #expect(compatibility.releaseReadiness.requiredEvidenceForGreen.contains("real_model_inference")) #expect( compatibility.releaseReadiness.currentBlockers.contains { $0.contains("native segmented performance parity") @@ -80,6 +81,7 @@ struct TurboQuantPinDriftTests { } ) #expect(compatibility.statusReason.contains("Exact-pin physical-device app-host smoke completed")) + #expect(compatibility.statusReason.contains("Release comparisons now require real model inference")) #expect(compatibility.productionPinPromotion?.releaseGate.contains("non-green") == true) #expect(compatibility.productionPinPromotion?.releaseGate.contains("Verified or Certified") == true) Self.assertGreenStatusReleaseGates(compatibility) @@ -106,6 +108,7 @@ struct TurboQuantPinDriftTests { && $0.result == "passed" && $0.runID == "ios-turboquant-bench-20260531T132622Z" && ($0.notes ?? "").contains("hybridNativeDiagnostics") + && ($0.notes ?? "").contains("realModelInferenceEvidence=missing") && ($0.notes ?? "").contains("not-proven") }) #expect(compatibility.historicalValidationCommands.contains { @@ -134,6 +137,8 @@ struct TurboQuantPinDriftTests { #expect(diagnostics.contains("PINES_TQ_BENCH_PRECISION_POLICIES")) #expect(diagnostics.contains("PINES_TQ_BENCH_SPARSE_V")) #expect(diagnostics.contains("matrixExecution")) + #expect(diagnostics.contains("comparisonBasis")) + #expect(diagnostics.contains("real-model-inference-v1")) #expect(diagnostics.contains("TurboQuantBench.sweep")) #expect(diagnostics.contains("pines-turboquant-bench-status.json")) #expect(diagnostics.contains("hybridNativeDiagnostics")) @@ -143,6 +148,7 @@ struct TurboQuantPinDriftTests { #expect(diagnostics.contains("requestedNativeBackend")) #expect(diagnostics.contains("nativeBackendPerformanceEvidence")) #expect(diagnostics.contains("performanceParityEvidence")) + #expect(diagnostics.contains("realModelInferenceEvidence")) #expect(script.contains("PINES_TURBOQUANT_BENCH")) #expect(script.contains("PINES_TQ_BENCH_DEVICE_ID")) #expect(script.contains("PINES_TQ_BENCH_PINES_COMMIT")) @@ -184,6 +190,7 @@ struct TurboQuantPinDriftTests { #expect(schema.contains("releaseReadiness")) #expect(schema.contains("native_backend_performance")) #expect(schema.contains("performance_parity")) + #expect(schema.contains("real_model_inference")) #expect(schema.contains("appHostHybridNativeDiagnosticsRequired")) } diff --git a/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift index 07c2f98..ff9328a 100644 --- a/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift @@ -28,7 +28,7 @@ struct TurboQuantWave3EvidenceTests { #expect(result.evidence.evidenceLevel == .smokeTested) #expect(result.evidence.compatibilityPairID == report.compatibilityPairID) #expect(result.evidence.fallbackContractHash == report.runtime.fallbackContractHash) - #expect(result.evidence.qualityGate.benchmarkSuiteID == TurboQuantBenchmarkSuiteID.mobileMemoryAcceptanceV1.rawValue) + #expect(result.evidence.qualityGate.benchmarkSuiteID == TurboQuantBenchmarkSuiteID.realModelInferenceV1.rawValue) } @Test func benchmarkImporterRejectsUnknownSchemaAndMissingFallbackHash() throws { @@ -127,6 +127,31 @@ struct TurboQuantWave3EvidenceTests { } } + @Test func benchmarkImporterRejectsSyntheticAttentionForVerifiedEvidence() throws { + var report = Self.report() + report.model.id = "synthetic-qwen3.5-2b-attention-shape" + report.qualityGate.benchmarkSuiteID = TurboQuantBenchmarkSuiteID.mobileMemoryAcceptanceV1.rawValue + report.qualityGate.perplexityDeltaPercent = nil + report.qualityGate.taskEvalDeltaPercent = nil + + #expect( + throws: TurboQuantBenchmarkImportFailure.qualityGateFailed( + "Verified evidence requires real model inference comparison; synthetic attention-shape benchmarks are smoke-only." + ) + ) { + _ = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + ) + } + } + @Test func benchmarkImporterRejectsVerifiedEvidenceMissingRuntimeTupleDimensions() throws { var report = Self.report() report.runtime.resolvedRuntimeMode = nil @@ -483,10 +508,10 @@ struct TurboQuantWave3EvidenceTests { thermalState: "nominal" ), model: TurboQuantBenchmarkModel( - id: "model", - revision: "rev", - tokenizerHash: "tok", - profileHash: "profile", + id: "mlx-community/Qwen3.5-2B-OptiQ-4bit", + revision: "real-model-revision", + tokenizerHash: "tokenizer-sha256", + profileHash: "profile-sha256", architecture: "qwen", layers: 24, kvHeads: 8, @@ -529,10 +554,12 @@ struct TurboQuantWave3EvidenceTests { jetsamObserved: false ), qualityGate: TurboQuantQualityGate( - benchmarkSuiteID: .mobileMemoryAcceptanceV1, + benchmarkSuiteID: .realModelInferenceV1, deterministicTop1MatchRate: 0.99, logitKLDivergenceMean: 0.01, logitMaxAbsErrorP95: 0.1, + perplexityDeltaPercent: 1.0, + taskEvalDeltaPercent: 0.5, noNaNOrInf: true, fallbackEquivalent: true, prefillExact: true, diff --git a/Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift b/Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift index 5a1a332..8f6687f 100644 --- a/Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave6SpeculativeTests.swift @@ -215,10 +215,10 @@ struct TurboQuantWave6SpeculativeTests { thermalState: "nominal" ), model: TurboQuantBenchmarkModel( - id: "model", - revision: "rev", - tokenizerHash: "tok", - profileHash: "profile", + id: "mlx-community/Qwen3.5-2B-OptiQ-4bit", + revision: "real-model-revision", + tokenizerHash: "target-tokenizer", + profileHash: "profile-sha256", architecture: "qwen", layers: 24, kvHeads: 8, @@ -263,10 +263,12 @@ struct TurboQuantWave6SpeculativeTests { speculativeTelemetry: telemetry ), qualityGate: TurboQuantQualityGate( - benchmarkSuiteID: .mobileMemoryAcceptanceV1, + benchmarkSuiteID: .realModelInferenceV1, deterministicTop1MatchRate: 0.99, logitKLDivergenceMean: 0.01, logitMaxAbsErrorP95: 0.1, + perplexityDeltaPercent: 1.0, + taskEvalDeltaPercent: 0.5, noNaNOrInf: true, fallbackEquivalent: true, prefillExact: true, diff --git a/Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift b/Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift index 34052bb..2815cdd 100644 --- a/Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave7PlatformTests.swift @@ -231,10 +231,10 @@ struct TurboQuantWave7PlatformTests { thermalState: "nominal" ), model: TurboQuantBenchmarkModel( - id: "model", - revision: "rev", - tokenizerHash: "tok", - profileHash: "profile", + id: "mlx-community/Qwen3.5-2B-OptiQ-4bit", + revision: "real-model-revision", + tokenizerHash: "tokenizer-sha256", + profileHash: "profile-sha256", architecture: "qwen", layers: 24, kvHeads: 8, @@ -279,10 +279,12 @@ struct TurboQuantWave7PlatformTests { jetsamObserved: false ), qualityGate: TurboQuantQualityGate( - benchmarkSuiteID: .mobileMemoryAcceptanceV1, + benchmarkSuiteID: .realModelInferenceV1, deterministicTop1MatchRate: 0.99, logitKLDivergenceMean: 0.01, logitMaxAbsErrorP95: 0.1, + perplexityDeltaPercent: 1.0, + taskEvalDeltaPercent: 0.5, noNaNOrInf: true, fallbackEquivalent: true, prefillExact: true, diff --git a/docs/RELEASES.md b/docs/RELEASES.md index 588a3e7..b2dd109 100644 --- a/docs/RELEASES.md +++ b/docs/RELEASES.md @@ -63,7 +63,7 @@ Until signing and App Store Connect automation are configured, releases publish Do not publish an unsigned `.ipa`. -Production distribution remains blocked until signed archive export, TestFlight/App Store upload, real-device TurboQuant acceptance, and final App Store privacy review are configured and passed. The current TurboQuant compatibility pair is non-green: focused local gates and exact-pin physical-device smoke pass, but native backend performance parity and full benchmark/quality/fallback evidence remain incomplete. +Production distribution remains blocked until signed archive export, TestFlight/App Store upload, real-device TurboQuant acceptance, and final App Store privacy review are configured and passed. The current TurboQuant compatibility pair is non-green: focused local gates and exact-pin physical-device smoke pass, but that smoke is synthetic attention-shape evidence. Native backend performance parity and full real-model-inference benchmark/quality/fallback evidence remain incomplete. ## v0.1.0 Preview Readiness @@ -81,7 +81,7 @@ Before pushing the tag, verify: - `bash scripts/ci/run-xcode-validation.sh all` - `bash scripts/ci/package-release.sh v0.1.0` -For TurboQuant-related release candidates, also verify that `docs/turboquant-implementation/compatibility-pair.json` is synchronized with `project.yml`, `Pines.xcodeproj`, the Xcode `Package.resolved`, and `MLXRuntimeBridge.turboQuantCompatibilityPairID`. A green compatibility pair requires native backend performance, performance parity, current real-device app-host evidence, benchmark matrix coverage, and quality/memory/fallback gates; real-device profile evidence is still required before product compatibility labels can become `Verified` or `Certified`. +For TurboQuant-related release candidates, also verify that `docs/turboquant-implementation/compatibility-pair.json` is synchronized with `project.yml`, `Pines.xcodeproj`, the Xcode `Package.resolved`, and `MLXRuntimeBridge.turboQuantCompatibilityPairID`. A green compatibility pair requires native backend performance, real-model-inference performance parity, current real-device app-host evidence, benchmark matrix coverage, and quality/memory/fallback gates; real-device profile evidence is still required before product compatibility labels can become `Verified` or `Certified`. ## Future TestFlight Pipeline diff --git a/docs/STATUS.md b/docs/STATUS.md index 66d8afe..8c60574 100644 --- a/docs/STATUS.md +++ b/docs/STATUS.md @@ -1,6 +1,6 @@ # Implementation Status -This repository is a working foundation for `pines`, not a signed App Store distribution yet. The current TurboQuant compatibility pair is non-green: local gates and exact-pin physical-device smoke pass, but native backend performance parity and full release benchmark/quality/fallback evidence are not complete. Model/device/mode `Verified` and `Certified` claims remain gated on accepted real-device evidence. +This repository is a working foundation for `pines`, not a signed App Store distribution yet. The current TurboQuant compatibility pair is non-green: local gates and exact-pin physical-device smoke pass, but that smoke is synthetic attention-shape evidence. Native backend performance parity and full real-model-inference release benchmark/quality/fallback evidence are not complete. Model/device/mode `Verified` and `Certified` claims remain gated on accepted real-device evidence. ## Implemented @@ -82,4 +82,4 @@ For a direct generic iOS build: xcodebuild -project Pines.xcodeproj -scheme Pines -destination 'generic/platform=iOS' build ``` -The current TurboQuant compatibility pair has passing focused local gates and exact-pin iOS app-host smoke evidence, but it is still non-green until the native backend performance, benchmark matrix, quality, memory, and fallback gates pass. +The current TurboQuant compatibility pair has passing focused local gates and exact-pin iOS app-host smoke evidence, but it is still non-green until the native backend performance, real-model-inference benchmark matrix, quality, memory, and fallback gates pass. diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index d1f77f9..d8df699 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -5,9 +5,9 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current MLX fork pins are: - `RNT56/mlx-swift`: `7a662770e0279d2693d4e3e93cb1b52cde34a321` -- `RNT56/mlx-swift-lm`: `152911cd84e439ace44d807535aabbca6621c760` +- `RNT56/mlx-swift-lm`: `65fd39b3c8f02585fbcd62cf9d46eec893ca0328` -The current pair is intentionally non-green. Wave 0 captured the baseline failures, and the continuation pass now has passing local TurboQuant gates plus an exact-pin physical-device app-host smoke on `iPhone16,2`, but compressed equal-context throughput remains far below raw FP16 and native backend performance parity is not proven. Previous local release gates and earlier app-hosted iPhone smoke remain useful historical evidence, but they do not override the current guardrail status. +The current pair is intentionally non-green. Wave 0 captured the baseline failures, and the continuation pass now has passing local TurboQuant gates plus an exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. Release comparisons now require real model inference; compressed equal-context throughput remains far below raw FP16 and native backend performance parity is not proven. Previous local release gates and earlier app-hosted iPhone smoke remain useful historical evidence, but they do not override the current guardrail status. This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -25,7 +25,7 @@ The pinned pair makes Layout V6 the default TurboQuant attention layout for devi - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - `RNT56/mlx-swift`: `7a662770e0279d2693d4e3e93cb1b52cde34a321` - - `RNT56/mlx-swift-lm`: `152911cd84e439ace44d807535aabbca6621c760` + - `RNT56/mlx-swift-lm`: `65fd39b3c8f02585fbcd62cf9d46eec893ca0328` - Nested `mlx` inside `RNT56/mlx-swift`: `5d0ee35ddc84922c1d69801aae765dbe3ff76eed` - Nested `mlx-c` inside `RNT56/mlx-swift`: `0b9e4c23eb5b64e4ddc0f44ff45ba37832370d2d` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, automatic block-token planning for 32K/64K/128K/256K decode, fp16/bf16 block-partial value storage with float32 stats/reduce accumulation, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, cooperative coalesced QK decode behind `TQ_COOP=1` for A-series validation, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. @@ -73,11 +73,11 @@ Wave 0 parity verdict: `performanceParity=false`, `stabilityParity=partial`, `su ## Physical Device Evidence -Current-pair app-hosted attention smoke validation ran on `iPhone16,2` / A17 Pro / iPhone 15 Pro Max (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-31 after the continuation pins were applied. The Pines Debug app launched `--pines-turboquant-bench` and wrote `artifacts/ios-turboquant-bench-20260531T132622Z`. This proves the exact-pin app-host path still runs on a real iPhone, but it is smoke evidence only and cannot make the current compatibility pair green. +Current-pair app-hosted attention smoke validation ran on `iPhone16,2` / A17 Pro / iPhone 15 Pro Max (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-31 after the continuation pins were applied. The Pines Debug app launched `--pines-turboquant-bench` and wrote `artifacts/ios-turboquant-bench-20260531T132622Z`. This proves the exact-pin app-host path still runs on a real iPhone, but it is synthetic smoke evidence only and cannot make the current compatibility pair green. Parity, `Verified`, and `Certified` gates now require `real-model-inference-v1` evidence from actual model generation/inference comparisons. | Model | Artifact | Result | Active profile/path | Observed result | | --- | --- | --- | --- | --- | -| synthetic `qwen3.5-2b` attention shape | `ios-turboquant-bench-20260531T132622Z` | Completed, exact current pair | `turbo4v2`, 8K context, app-hosted physical-device benchmark | Compressed `48.95 tok/s`, plain FP16 `643.10 tok/s`, speed ratio `0.0761`, cosine `0.999992`, KV memory reduction `2.21x`; app diagnostics report `productClaimLevel=unverified` and native backend performance `not-proven`. | +| synthetic `qwen3.5-2b` attention shape | `ios-turboquant-bench-20260531T132622Z` | Completed, exact current pair, smoke-only | `turbo4v2`, 8K context, app-hosted physical-device benchmark | Compressed `48.95 tok/s`, plain FP16 `643.10 tok/s`, speed ratio `0.0761`, cosine `0.999992`, KV memory reduction `2.21x`; app diagnostics report `productClaimLevel=unverified`, `realModelInferenceEvidence=missing`, and native backend performance `not-proven`. | | synthetic `qwen3.5-2b` attention shape | `ios-turboquant-bench-20260531T020455Z` | Completed, historical/superseded | `turbo4v2`, 8K context, app-hosted physical-device benchmark | Compressed `22.22 tok/s`, plain FP16 `634.54 tok/s`, speed ratio `0.0350`, cosine `0.999824`, KV memory reduction `3.05x`. | Earlier imported real-device smoke validation ran on `iPhone16,2` / A17 Pro (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-26 before the block-parallel fused pair was promoted. These runs are retained as raw-shadow recovery evidence for the exact local artifact tuple only; they do not certify the current fused path or lower-bit compressed attention paths. diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index 1a77bcf..d10e7df 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -10,11 +10,11 @@ After the Wave 0 baseline capture on 2026-05-31, the active local compatibility | --- | --- | --- | | `pines` | `tq/real-device-evidence-acceptance` | `1f3cbc43289f3b4035fff2276c1f01206d616647` dirty validation base before this evidence update | | `mlx-swift` | `tq/layout-v5-default-device-tests` | `7a662770e0279d2693d4e3e93cb1b52cde34a321` pushed continuation pin | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `152911cd84e439ace44d807535aabbca6621c760` pushed continuation pin | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `65fd39b3c8f02585fbcd62cf9d46eec893ca0328` pushed continuation pin | -Pines pins `MLXSwift` to `7a662770e0279d2693d4e3e93cb1b52cde34a321` and `MLXSwiftLM` to `152911cd84e439ace44d807535aabbca6621c760` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `7a662770e0279d2693d4e3e93cb1b52cde34a321` and `MLXSwiftLM` to `65fd39b3c8f02585fbcd62cf9d46eec893ca0328` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. -Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker and records exact-pin physical-device app-host smoke on `iPhone16,2`, but compressed equal-context throughput remains far below raw FP16 and native backend performance parity is not proven. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V6 is the default MLX layout on this pair, with Layout V4 and V5 still supported for legacy/comparison runs. Exact pins plus smoke evidence remain unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. +Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker and records exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. Release comparisons now require real model inference (`real-model-inference-v1`), compressed equal-context throughput remains far below raw FP16, and native backend performance parity is not proven. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V6 is the default MLX layout on this pair, with Layout V4 and V5 still supported for legacy/comparison runs. Exact pins plus smoke evidence remain unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. ## Observed workspace diff --git a/docs/turboquant-implementation/06-quality-gates.md b/docs/turboquant-implementation/06-quality-gates.md index 61c5e45..8f976ed 100644 --- a/docs/turboquant-implementation/06-quality-gates.md +++ b/docs/turboquant-implementation/06-quality-gates.md @@ -59,6 +59,9 @@ Initial suites: | `long-context-needle-v1` | smoke long-context retrieval stability | | `snapshot-roundtrip-v1` | verify restored KV produces matching next-token logits | | `mobile-memory-acceptance-v1` | pair quality with no-jetsam memory run | +| `real-model-inference-v1` | release/parity comparison using actual model inference, not synthetic attention-shape kernels | + +Synthetic attention-shape suites can remain smoke and kernel-regression diagnostics, but they cannot promote a pair to `Verified`, `Certified`, or parity-complete. Product evidence must use `real-model-inference-v1` with a concrete model revision, tokenizer hash, profile hash, architecture metadata, and a real-model quality delta such as perplexity, task-eval, or needle-pass change. ## Evidence levels diff --git a/docs/turboquant-implementation/12-validation-and-release-gates.md b/docs/turboquant-implementation/12-validation-and-release-gates.md index 5c9e979..9aded15 100644 --- a/docs/turboquant-implementation/12-validation-and-release-gates.md +++ b/docs/turboquant-implementation/12-validation-and-release-gates.md @@ -41,7 +41,8 @@ xcodebuild -project Pines.xcodeproj -scheme Pines -destination 'generic/platform `docs/turboquant-implementation/compatibility-pair.json` is the machine-readable source for pair status. A pair must stay `failed` or `pending` unless `releaseReadiness.greenAllowed` is true and current evidence passes all of these gates: - native backend performance evidence for the production compressed-attention backend; -- compressed-vs-plain performance parity evidence on the current pair; +- compressed-vs-plain performance parity evidence from real model inference on the current pair; +- `real-model-inference-v1` quality evidence from actual model generation/inference comparisons; - physical-device app-host evidence with hybrid/native cache diagnostics; - benchmark matrix coverage for release contexts; - quality, memory, and fallback gates for the exact model/device/mode tuple. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index d559645..1fd7638 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -66,9 +66,9 @@ Machine-readable compatibility-pair files: Current status: - The active compatibility pair is failed/non-green after the Wave 0 baseline `turboquant-wave0-20260531T024557Z`. -- Pines pins `mlx-swift` `7a662770e0279d2693d4e3e93cb1b52cde34a321` and `mlx-swift-lm` `152911cd84e439ace44d807535aabbca6621c760`. +- Pines pins `mlx-swift` `7a662770e0279d2693d4e3e93cb1b52cde34a321` and `mlx-swift-lm` `65fd39b3c8f02585fbcd62cf9d46eec893ca0328`. - Layout V6 is the default TurboQuant layout on this pair; Layout V4 and V5 remain supported for legacy and comparison runs. -- Current continuation evidence includes passing local TurboQuant gates and exact-pin physical-device app-host smoke on `iPhone16,2`, but native backend performance parity and the full release benchmark/quality/fallback matrix remain incomplete. +- Current continuation evidence includes passing local TurboQuant gates and exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is synthetic attention-shape evidence. Release comparisons now require `real-model-inference-v1`; native backend performance parity and the full release benchmark/quality/fallback matrix remain incomplete. - Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only and cannot make the current pair green. - Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index c99e1b9..0184135 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -16,7 +16,7 @@ "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "152911cd84e439ace44d807535aabbca6621c760", + "commit": "65fd39b3c8f02585fbcd62cf9d46eec893ca0328", "dirtyAtValidation": false }, "wave0Baseline": { @@ -145,7 +145,7 @@ "runID": "ios-turboquant-bench-20260531T132622Z", "startedAt": "2026-05-31T13:26:22Z", "finishedAt": "2026-05-31T13:31:09Z", - "notes": "App-hosted physical-device smoke completed on iPhone16,2 / iPhone 15 Pro Max running iOS 26.5 for the exact current pair. Artifact: /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. 8K qwen3.5-2b turbo4v2 result: compressed 48.95 tok/s, plain 643.10 tok/s, speed ratio 0.0761, cosine 0.999992, memory reduction 2.21x. hybridNativeDiagnostics reports productClaimLevel=unverified and nativeBackendPerformanceEvidence=not-proven. This is real-device smoke evidence, not a green parity result." + "notes": "App-hosted physical-device smoke completed on iPhone16,2 / iPhone 15 Pro Max running iOS 26.5 for the exact current pin pair. Artifact: /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. 8K qwen3.5-2b turbo4v2 synthetic attention-shape smoke result: compressed 48.95 tok/s, plain 643.10 tok/s, speed ratio 0.0761, cosine 0.999992, memory reduction 2.21x. The artifact includes hybridNativeDiagnostics, and the release manifest classifies this as productClaimLevel=unverified with realModelInferenceEvidence=missing and nativeBackendPerformanceEvidence=not-proven. This is device-path smoke evidence only; release comparisons now require real model inference." }, { "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/mlx-swift-build-turboquantbenchmark.log", @@ -560,10 +560,10 @@ }, "notes": [ "Continuation pins mlx-swift 7a662770e0279d2693d4e3e93cb1b52cde34a321, which includes native segmented backend identity reporting and the nested mlx 5d0ee35ddc84922c1d69801aae765dbe3ff76eed native TurboQuant Metal backend probe.", - "Continuation pins mlx-swift-lm 152911cd84e439ace44d807535aabbca6621c760, which bounds hybrid hot residency, preserves selector diagnostics across checkpoints, and records selected segmented-vs-decoded fallback routes.", - "The current continuation pair remains failed/non-green until native-performance, full benchmark-matrix, performance-parity, quality-memory, and fallback evidence pass; historical app-host smoke from earlier pins is retained only as prior evidence.", + "Continuation pins mlx-swift-lm 65fd39b3c8f02585fbcd62cf9d46eec893ca0328, which bounds hybrid hot residency, preserves selector diagnostics across checkpoints, records selected segmented-vs-decoded fallback routes, and exposes the real-model-inference-v1 evidence suite.", + "The current continuation pair remains failed/non-green until native-performance, real-model-inference, full benchmark-matrix, performance-parity, quality-memory, and fallback evidence pass; historical app-host smoke from earlier pins is retained only as prior evidence.", "Post-Wave0 stabilization updated the current pair with passing mlx-swift TurboQuant tests, passing mlx-swift-lm TurboQuant tests, passing Pines pin/TurboQuant tests, and a passing app-hosted physical-device iOS smoke on iPhone16,2 for the exact pins.", - "The current physical-device smoke artifact is /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. It reports 8K qwen3.5-2b turbo4v2 compressed 48.95 tok/s, plain 643.10 tok/s, speed ratio 0.0761, cosine 0.999992, and 2.21x KV memory reduction. The app-host diagnostics explicitly keep productClaimLevel=unverified and nativeBackendPerformanceEvidence=not-proven.", + "The current physical-device smoke artifact is /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. It reports 8K qwen3.5-2b turbo4v2 synthetic attention-shape smoke: compressed 48.95 tok/s, plain 643.10 tok/s, speed ratio 0.0761, cosine 0.999992, and 2.21x KV memory reduction. The manifest classifies this smoke-only evidence as productClaimLevel=unverified, realModelInferenceEvidence=missing, and nativeBackendPerformanceEvidence=not-proven; future app-host reruns emit that classification directly in diagnostics.", "The pair remains failed/non-green because compressed equal-context throughput is far below raw FP16 and production native MLX fused compressed-domain attention is still not available by default. TurboQuant remains a capacity route until later evidence proves parity.", "Authoritative current-pair status is failed/non-green. Historical pass, smoke, simulator, and Mac proof evidence remains retained below but is superseded by the Wave 0 baseline and cannot green the current pair.", "Pins alone establish only an unverified compatibility identity. Verified and Certified product labels require accepted real-device evidence for the exact model/device/mode tuple plus passing quality, memory, throughput, and fallback gates.", @@ -601,12 +601,12 @@ "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", "pinnedMLXSwift": "7a662770e0279d2693d4e3e93cb1b52cde34a321", - "pinnedMLXSwiftLM": "152911cd84e439ace44d807535aabbca6621c760", - "compatibilityPairID": "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-152911cd84e439ace44d807535aabbca6621c760", - "releaseGate": "non-green after native-probe continuation: Pines pins mlx-swift 7a662770e0279d2693d4e3e93cb1b52cde34a321 plus mlx-swift-lm 152911cd84e439ace44d807535aabbca6621c760. Local gates and exact-pin physical-device smoke have passed, but compressed equal-context throughput remains below raw FP16, native backend performance parity is not proven, and full release benchmark/quality/fallback evidence is incomplete before any Verified or Certified claim." + "pinnedMLXSwiftLM": "65fd39b3c8f02585fbcd62cf9d46eec893ca0328", + "compatibilityPairID": "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-65fd39b3c8f02585fbcd62cf9d46eec893ca0328", + "releaseGate": "non-green after native-probe continuation: Pines pins mlx-swift 7a662770e0279d2693d4e3e93cb1b52cde34a321 plus mlx-swift-lm 65fd39b3c8f02585fbcd62cf9d46eec893ca0328. Local gates and exact-pin physical-device smoke have passed, but release comparisons now require real model inference; compressed equal-context throughput remains below raw FP16, native backend performance parity is not proven, and full release benchmark/quality/fallback evidence is incomplete before any Verified or Certified claim." }, - "statusReason": "Authoritative current-pair status is failed/non-green. The continuation pair pins mlx-swift 7a662770e0279d2693d4e3e93cb1b52cde34a321 and mlx-swift-lm 152911cd84e439ace44d807535aabbca6621c760, adding native backend identity reporting plus bounded hybrid selected-attention diagnostics. Exact-pin physical-device app-host smoke completed on iPhone16,2, but performance parity is not achieved, native backend performance evidence is not complete, and full release benchmark/quality/fallback evidence is still incomplete.", - "compatibilityPairID": "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-152911cd84e439ace44d807535aabbca6621c760", + "statusReason": "Authoritative current-pair status is failed/non-green. The continuation pair pins mlx-swift 7a662770e0279d2693d4e3e93cb1b52cde34a321 and mlx-swift-lm 65fd39b3c8f02585fbcd62cf9d46eec893ca0328, adding native backend identity reporting plus bounded hybrid selected-attention diagnostics. Exact-pin physical-device app-host smoke completed on iPhone16,2, but it is synthetic attention-shape smoke only. Release comparisons now require real model inference, performance parity is not achieved, native backend performance evidence is not complete, and full release benchmark/quality/fallback evidence is still incomplete.", + "compatibilityPairID": "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-65fd39b3c8f02585fbcd62cf9d46eec893ca0328", "claimPolicy": { "pinsOnlyEvidenceLevel": "unverified", "verifiedOrCertifiedProductClaimsAllowed": false, @@ -618,6 +618,7 @@ "requiredEvidenceForGreen": [ "native_backend_performance", "performance_parity", + "real_model_inference", "real_device_app_host", "benchmark_matrix", "quality_memory_fallback" @@ -627,6 +628,7 @@ "appHostHybridNativeDiagnosticsRequired": true, "currentBlockers": [ "Native backend capability identity is now pinned through mlx-swift, but native segmented performance parity is not proven by a current benchmark matrix.", + "Release comparison evidence must use real model inference; synthetic attention-shape smoke is not accepted for parity, Verified, or Certified claims.", "Full release benchmark-matrix plus quality, memory, and fallback evidence is still incomplete for the current pair.", "Compressed equal-context throughput remains far below raw FP16 in exact-pin app-host evidence, so TurboQuant remains a capacity route." ], diff --git a/docs/turboquant-implementation/compatibility-pair.schema.json b/docs/turboquant-implementation/compatibility-pair.schema.json index 8f0ba33..164cc2c 100644 --- a/docs/turboquant-implementation/compatibility-pair.schema.json +++ b/docs/turboquant-implementation/compatibility-pair.schema.json @@ -68,6 +68,7 @@ "enum": [ "native_backend_performance", "performance_parity", + "real_model_inference", "real_device_app_host", "benchmark_matrix", "quality_memory_fallback" diff --git a/project.yml b/project.yml index f9a0f8b..c218a71 100644 --- a/project.yml +++ b/project.yml @@ -13,7 +13,7 @@ packages: revision: 7a662770e0279d2693d4e3e93cb1b52cde34a321 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 152911cd84e439ace44d807535aabbca6621c760 + revision: 65fd39b3c8f02585fbcd62cf9d46eec893ca0328 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 7184d0efe776550e772c1b36f113d1c179d690a0 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 1 Jun 2026 12:38:56 +0200 Subject: [PATCH 60/80] Pin affine K8 V4 MLX pair --- Pines.xcodeproj/project.pbxproj | 94 +++++++++---------- .../xcshareddata/swiftpm/Package.resolved | 4 +- .../xcshareddata/xcschemes/Pines.xcscheme | 25 +++-- .../xcschemes/PinesWatch.xcscheme | 18 ++-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 23 +++-- .../00-current-state.md | 8 +- docs/turboquant-implementation/README.md | 2 +- .../compatibility-pair.json | 23 ++--- project.yml | 4 +- scripts/ci/check-mlx-package-pins.sh | 6 +- 11 files changed, 116 insertions(+), 93 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 9053ee8..8d94802 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -31,7 +31,7 @@ 2AA5EBBAD5AC8336B9F3DD0D /* HuggingFaceCredentialService.swift in Sources */ = {isa = PBXBuildFile; fileRef = 6A7C4EBAAC5E84277A718C17 /* HuggingFaceCredentialService.swift */; }; 2B7347D3CA9E68EB3EBE327E /* PinesWatchSupport in Frameworks */ = {isa = PBXBuildFile; productRef = 5B2EE41E8AC9FFB4D0356A8C /* PinesWatchSupport */; }; 2CAAEFE65E1DD44DFDF11701 /* WatchChatViewModel.swift in Sources */ = {isa = PBXBuildFile; fileRef = 58FC276317CB9F908EE2727B /* WatchChatViewModel.swift */; }; - 2CB5C82AECCDA02EF25BD4FF /* HighlightSwift in Frameworks */ = {isa = PBXBuildFile; productRef = 907CAD8C8D83C6A5B614EB5A /* HighlightSwift */; }; + 2CB5C82AECCDA02EF25BD4FF /* Markdown in Frameworks */ = {isa = PBXBuildFile; productRef = 79453BB5651564170C3A0B1C /* Markdown */; }; 2D09CE6C392BBD594E95F249 /* PinesCore in Frameworks */ = {isa = PBXBuildFile; productRef = D09EC77F4F444343B14A238C /* PinesCore */; }; 2DC7F4355DC8D047D2D5460C /* PinesAppModelTypes.swift in Sources */ = {isa = PBXBuildFile; fileRef = 0FA547644EE942BA65EC006C /* PinesAppModelTypes.swift */; }; 30026D20DA004DF5A0C2BE13 /* WatchRootView.swift in Sources */ = {isa = PBXBuildFile; fileRef = C3AF10F5840703BD49A8DE11 /* WatchRootView.swift */; }; @@ -45,7 +45,7 @@ 4A8B7ADED7E800D30BC296A1 /* PinesCore in Frameworks */ = {isa = PBXBuildFile; productRef = 2F62656B16557CFACC3CBFF7 /* PinesCore */; }; 51178ED2596CD94C977B39BF /* GeminiProviderRecordMapper.swift in Sources */ = {isa = PBXBuildFile; fileRef = DB652D0FDD899D4E676252F1 /* GeminiProviderRecordMapper.swift */; }; 515C28B0B0B103A7A64AB34C /* MLXEmbedders in Frameworks */ = {isa = PBXBuildFile; productRef = 85E4D304B541EE6A90CEFD6F /* MLXEmbedders */; }; - 51F0003C051BEA5B35753F1D /* Markdown in Frameworks */ = {isa = PBXBuildFile; productRef = 79453BB5651564170C3A0B1C /* Markdown */; }; + 51F0003C051BEA5B35753F1D /* SQLCipher in Frameworks */ = {isa = PBXBuildFile; productRef = 47290C155F603BA3AA043C93 /* SQLCipher */; }; 52B797063FB95D83A2D63E7A /* PinesAppModel+MCP.swift in Sources */ = {isa = PBXBuildFile; fileRef = 2CE279F766D8B0CC93D1D150 /* PinesAppModel+MCP.swift */; }; 55937CA552490AEA6ED46131 /* PinesDesignSystem.swift in Sources */ = {isa = PBXBuildFile; fileRef = 45C618F4FAB69FDDE0FC788B /* PinesDesignSystem.swift */; }; 560B1F88E54F9B6F3B855960 /* PinesAppModel+DeepResearch.swift in Sources */ = {isa = PBXBuildFile; fileRef = A13BF92952B097508CCADE95 /* PinesAppModel+DeepResearch.swift */; }; @@ -63,7 +63,7 @@ 69BDBCFF81EA56913B793189 /* VaultIngestionService.swift in Sources */ = {isa = PBXBuildFile; fileRef = 6A46B185F9ED03D5646D6C7C /* VaultIngestionService.swift */; }; 6F2B60A874B79E3B73C27624 /* CloudProviderService.swift in Sources */ = {isa = PBXBuildFile; fileRef = 4A168FBE9051A1A21DB0BC6D /* CloudProviderService.swift */; }; 719221FCF6C2534E106E242F /* PinesAppModel+AnthropicLifecycle.swift in Sources */ = {isa = PBXBuildFile; fileRef = FA6B8F14EBFB0EBF412BB1E7 /* PinesAppModel+AnthropicLifecycle.swift */; }; - 74762C61D2E73B7909039286 /* SQLCipher in Frameworks */ = {isa = PBXBuildFile; productRef = 47290C155F603BA3AA043C93 /* SQLCipher */; }; + 74762C61D2E73B7909039286 /* GRDB in Frameworks */ = {isa = PBXBuildFile; productRef = 7CB37824DF7BF3CFC294142D /* GRDB */; }; 75BAD67E75A276A731EF918B /* PinesLiveActivities.appex in Embed Foundation Extensions */ = {isa = PBXBuildFile; fileRef = 2EC8BB0262D2F49A7518608A /* PinesLiveActivities.appex */; settings = {ATTRIBUTES = (RemoveHeadersOnCopy, ); }; }; 78A1D2B0783CF04BAE99BC62 /* WatchTranscriptView.swift in Sources */ = {isa = PBXBuildFile; fileRef = DC95D2DA4ED0AE5A971C6BA3 /* WatchTranscriptView.swift */; }; 79BE7BF0C5BD5EE6979AD3B9 /* VaultView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 39CFBB6BB9E0574B8AA20150 /* VaultView.swift */; }; @@ -74,15 +74,13 @@ 8B285F546F931039BCA44F33 /* ModelDownloadActivityAttributes.swift in Sources */ = {isa = PBXBuildFile; fileRef = 3A472B2663AB6487C0FB5A6B /* ModelDownloadActivityAttributes.swift */; }; 8BA43F9B205B9683A03F3CD4 /* PinesAppModel+Stress.swift in Sources */ = {isa = PBXBuildFile; fileRef = DD3E7E5D4E7D39C6BCD7C151 /* PinesAppModel+Stress.swift */; }; 8C35F8BC0A4CD94236F66F46 /* GRDBPinesStore.swift in Sources */ = {isa = PBXBuildFile; fileRef = 5852E9A0AF3A4AC3314E5A48 /* GRDBPinesStore.swift */; }; - 8EE7C1B1695A1BAB21575CBD /* Tokenizers in Frameworks */ = {isa = PBXBuildFile; productRef = 79248E6D82F6B41C4A99016B /* Tokenizers */; }; + 8EE7C1B1695A1BAB21575CBD /* TurboQuantBench in Frameworks */ = {isa = PBXBuildFile; productRef = 305F3BC6514E8EC117D944DC /* TurboQuantBench */; }; 9134D9CF0C70BA7DB70339E4 /* PinesAppModel+GeminiLifecycle.swift in Sources */ = {isa = PBXBuildFile; fileRef = 315265784B0270582992F131 /* PinesAppModel+GeminiLifecycle.swift */; }; 916D0E6D49689CBB887B01E9 /* AnthropicProviderLifecycleCoordinator.swift in Sources */ = {isa = PBXBuildFile; fileRef = 345C971C204F651BF0C727C6 /* AnthropicProviderLifecycleCoordinator.swift */; }; 9176A0BA11ED09EDF478927E /* MLXCompatibleModels.swift in Sources */ = {isa = PBXBuildFile; fileRef = 21E4C4124C8DDDCA58BDB764 /* MLXCompatibleModels.swift */; }; 94D8D54C00245868BA413E0C /* MLXCompatibleModels+Llama4.swift in Sources */ = {isa = PBXBuildFile; fileRef = DC9FA9E25B03EF1B185466EA /* MLXCompatibleModels+Llama4.swift */; }; 9C997FA62CFD3FF3DFBA6FC7 /* MLXLLM in Frameworks */ = {isa = PBXBuildFile; productRef = 392E0E75023B6010705E840E /* MLXLLM */; }; 9CAF8AA54EE5B61702B8103C /* MLXTurboQuantRuntimeSmokeTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = FF525EBBEA1C9D3330E352F3 /* MLXTurboQuantRuntimeSmokeTests.swift */; }; - 9D77D80450E0718D4B9E6A22 /* TurboQuantBench in Frameworks */ = {isa = PBXBuildFile; productRef = 9D77D80450E0718D4B9E6A21 /* TurboQuantBench */; }; - 9D77D80450E0718D4B9E6A23 /* PinesTurboQuantBenchmarkDiagnostics.swift in Sources */ = {isa = PBXBuildFile; fileRef = 9D77D80450E0718D4B9E6A24 /* PinesTurboQuantBenchmarkDiagnostics.swift */; }; 9CECC9E8AE585A1BF20F4580 /* ArtifactsRowsAndPanels.swift in Sources */ = {isa = PBXBuildFile; fileRef = 1A280B4F77BD2A69B5309A7D /* ArtifactsRowsAndPanels.swift */; }; A0A48EBC76AEB91E70E85138 /* ModelDownloadSupport.swift in Sources */ = {isa = PBXBuildFile; fileRef = 9CB6251B36A1F706D8884A9E /* ModelDownloadSupport.swift */; }; A23582944454AFA76540B625 /* ModelsView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 500C1CF070133DCF6885979F /* ModelsView.swift */; }; @@ -93,14 +91,16 @@ AC60887E8A580F4E2A88EEA2 /* AnthropicProviderService.swift in Sources */ = {isa = PBXBuildFile; fileRef = C7E23600ED90D04F53D655F7 /* AnthropicProviderService.swift */; }; B11DDE4F6B5FAC4D4C811660 /* BYOKCloudInferenceProvider+Payloads.swift in Sources */ = {isa = PBXBuildFile; fileRef = 5EB2DDD7A0B86BB137BF397A /* BYOKCloudInferenceProvider+Payloads.swift */; }; B3575B225F8E3FB7D77E8244 /* SettingsView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 5A8627F9808A76C0F0A91729 /* SettingsView.swift */; }; + B3597D1896C704560D0BBA0F /* PinesTurboQuantBenchmarkDiagnostics.swift in Sources */ = {isa = PBXBuildFile; fileRef = D6EEEEF241E72FF35E46A640 /* PinesTurboQuantBenchmarkDiagnostics.swift */; }; B7A642333FC08377576C9C3F /* PinesUITests.swift in Sources */ = {isa = PBXBuildFile; fileRef = AA70907A54EAB3A9DE13642D /* PinesUITests.swift */; }; B925E264EAB46D0C3EB6B307 /* PinesHubXetSupport in Frameworks */ = {isa = PBXBuildFile; productRef = F5BE958969B414C35418437A /* PinesHubXetSupport */; }; BAF84E40F21C59F00422283F /* MLXNN in Frameworks */ = {isa = PBXBuildFile; productRef = 97ADD97B0749021A162048FE /* MLXNN */; }; BDB1CA0CE1D6AA812EC96D4F /* ArtifactsModels.swift in Sources */ = {isa = PBXBuildFile; fileRef = AE7FFC4A75A71DA8C323BB59 /* ArtifactsModels.swift */; }; C01E6498FFFBC564A01F56AB /* Assets.xcassets in Resources */ = {isa = PBXBuildFile; fileRef = 3777534B3E27910D84F4EA38 /* Assets.xcassets */; }; C05BF46FDF47D9D3C4831915 /* PinesApp.swift in Sources */ = {isa = PBXBuildFile; fileRef = 82DE8010D019802F630AAF0B /* PinesApp.swift */; }; - C3A8E8F1D7ADC06A8E2EBA43 /* GRDB in Frameworks */ = {isa = PBXBuildFile; productRef = 7CB37824DF7BF3CFC294142D /* GRDB */; }; + C3A8E8F1D7ADC06A8E2EBA43 /* Tokenizers in Frameworks */ = {isa = PBXBuildFile; productRef = 79248E6D82F6B41C4A99016B /* Tokenizers */; }; C411EB6B042D0FE7426C58C8 /* WatchChatOrchestrator.swift in Sources */ = {isa = PBXBuildFile; fileRef = 41ED12D2A8BE4F962735AC89 /* WatchChatOrchestrator.swift */; }; + C4814779056C5C74CF21DC17 /* HighlightSwift in Frameworks */ = {isa = PBXBuildFile; productRef = 907CAD8C8D83C6A5B614EB5A /* HighlightSwift */; }; C7D06A852855C5632281E2CC /* AgentToolExecutionContext.swift in Sources */ = {isa = PBXBuildFile; fileRef = 07A85F05A80784C10515CC86 /* AgentToolExecutionContext.swift */; }; CA648B545AEC6D84C2D29D05 /* GeminiProviderService.swift in Sources */ = {isa = PBXBuildFile; fileRef = BD4AAEA18A8AFE76C3844F9A /* GeminiProviderService.swift */; }; D05C11A3E3EC13F54A914388 /* PinesAppServices.swift in Sources */ = {isa = PBXBuildFile; fileRef = DC8CFAC4EBF64683D47B94C8 /* PinesAppServices.swift */; }; @@ -247,10 +247,9 @@ 95F1CE8B2C5E53DB9848C8C0 /* PinesAppState.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesAppState.swift; sourceTree = ""; }; 989263AE706043656C31B580 /* CoreSurfaceTests.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = CoreSurfaceTests.swift; sourceTree = ""; }; 99ABB45AA2309B6667A25016 /* PinesAppModel+OpenAIProviderStorage.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "PinesAppModel+OpenAIProviderStorage.swift"; sourceTree = ""; }; - 9B417F2B5DA63F1EDAE01442 /* PinesAppModel.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesAppModel.swift; sourceTree = ""; }; - 9C6FF18172BCCD1C796B34F4 /* ArtifactsWorkspaceView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ArtifactsWorkspaceView.swift; sourceTree = ""; }; - 9CB6251B36A1F706D8884A9E /* ModelDownloadSupport.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ModelDownloadSupport.swift; sourceTree = ""; }; - 9D77D80450E0718D4B9E6A24 /* PinesTurboQuantBenchmarkDiagnostics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesTurboQuantBenchmarkDiagnostics.swift; sourceTree = ""; }; + 9B417F2B5DA63F1EDAE01442 /* PinesAppModel.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesAppModel.swift; sourceTree = ""; }; + 9C6FF18172BCCD1C796B34F4 /* ArtifactsWorkspaceView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ArtifactsWorkspaceView.swift; sourceTree = ""; }; + 9CB6251B36A1F706D8884A9E /* ModelDownloadSupport.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ModelDownloadSupport.swift; sourceTree = ""; }; A13BF92952B097508CCADE95 /* PinesAppModel+DeepResearch.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "PinesAppModel+DeepResearch.swift"; sourceTree = ""; }; A577E1122CE291EF5ECF16D2 /* GeminiLiveSessionService.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = GeminiLiveSessionService.swift; sourceTree = ""; }; A613D7E3096A52A53E3F9BC1 /* WatchHaptics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = WatchHaptics.swift; sourceTree = ""; }; @@ -267,6 +266,7 @@ C3AF10F5840703BD49A8DE11 /* WatchRootView.swift */ = {isa = PBXFileReference; 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DA300803A417F81AEA21D094 /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist; path = Info.plist; sourceTree = ""; }; @@ -300,15 +300,15 @@ 62BBB7D1AE85A01EA319E717 /* MLX in Frameworks */, BAF84E40F21C59F00422283F /* MLXNN in Frameworks */, 9C997FA62CFD3FF3DFBA6FC7 /* MLXLLM in Frameworks */, - 7C1B3D61D81211AD1F0FBCF7 /* MLXVLM in Frameworks */, - 515C28B0B0B103A7A64AB34C /* MLXEmbedders in Frameworks */, - E3A57273D77B9C0AB688FDC5 /* MLXLMCommon in Frameworks */, - 9D77D80450E0718D4B9E6A22 /* TurboQuantBench in Frameworks */, - 8EE7C1B1695A1BAB21575CBD /* Tokenizers in Frameworks */, - C3A8E8F1D7ADC06A8E2EBA43 /* GRDB in Frameworks */, - 74762C61D2E73B7909039286 /* SQLCipher in Frameworks */, - 51F0003C051BEA5B35753F1D /* Markdown in Frameworks */, - 2CB5C82AECCDA02EF25BD4FF /* HighlightSwift in Frameworks */, + 7C1B3D61D81211AD1F0FBCF7 /* MLXVLM in Frameworks */, + 515C28B0B0B103A7A64AB34C /* MLXEmbedders in Frameworks */, + E3A57273D77B9C0AB688FDC5 /* MLXLMCommon in Frameworks */, + 8EE7C1B1695A1BAB21575CBD /* TurboQuantBench in Frameworks */, + C3A8E8F1D7ADC06A8E2EBA43 /* Tokenizers in Frameworks */, + 74762C61D2E73B7909039286 /* GRDB in Frameworks */, + 51F0003C051BEA5B35753F1D /* SQLCipher in Frameworks */, + 2CB5C82AECCDA02EF25BD4FF /* Markdown in Frameworks */, + C4814779056C5C74CF21DC17 /* HighlightSwift in Frameworks */, ); runOnlyForDeploymentPostprocessing = 0; }; @@ -603,11 +603,11 @@ DD3E7E5D4E7D39C6BCD7C151 /* PinesAppModel+Stress.swift */, 0FA547644EE942BA65EC006C /* PinesAppModelTypes.swift */, DC8CFAC4EBF64683D47B94C8 /* PinesAppServices.swift */, - 95F1CE8B2C5E53DB9848C8C0 /* PinesAppState.swift */, - 77F94D4259A69BFDBBD41FF0 /* PinesRootView.swift */, - BD7A1C3BB2F375BB75558DEF /* PinesStressDiagnostics.swift */, - 9D77D80450E0718D4B9E6A24 /* PinesTurboQuantBenchmarkDiagnostics.swift */, - 42338086683D67DAAB5A0244 /* PinesUITestInferenceProvider.swift */, + 95F1CE8B2C5E53DB9848C8C0 /* PinesAppState.swift */, + 77F94D4259A69BFDBBD41FF0 /* PinesRootView.swift */, + BD7A1C3BB2F375BB75558DEF /* PinesStressDiagnostics.swift */, + D6EEEEF241E72FF35E46A640 /* PinesTurboQuantBenchmarkDiagnostics.swift */, + 42338086683D67DAAB5A0244 /* PinesUITestInferenceProvider.swift */, 4E14D0CA724B74DAE144184C /* PinesUITestLaunchConfiguration.swift */, ); path = App; @@ -702,11 +702,11 @@ 94F08BBEEA508DB04384B5C9 /* MLX */, 97ADD97B0749021A162048FE /* MLXNN */, 392E0E75023B6010705E840E /* MLXLLM */, - D445A834A842FDF08C100D34 /* MLXVLM */, - 85E4D304B541EE6A90CEFD6F /* MLXEmbedders */, - 9F1B5A4B5304A83C6935F6CA /* MLXLMCommon */, - 9D77D80450E0718D4B9E6A21 /* TurboQuantBench */, - 79248E6D82F6B41C4A99016B /* Tokenizers */, + D445A834A842FDF08C100D34 /* MLXVLM */, + 85E4D304B541EE6A90CEFD6F /* MLXEmbedders */, + 9F1B5A4B5304A83C6935F6CA /* MLXLMCommon */, + 305F3BC6514E8EC117D944DC /* TurboQuantBench */, + 79248E6D82F6B41C4A99016B /* Tokenizers */, 7CB37824DF7BF3CFC294142D /* GRDB */, 47290C155F603BA3AA043C93 /* SQLCipher */, 79453BB5651564170C3A0B1C /* Markdown */, @@ -933,11 +933,11 @@ 38B759D4F9C428922E0CBE72 /* PinesManagedCloudService.swift in Sources */, 1280CC834227C905E3AD4423 /* PinesProEntitlementService.swift in Sources */, 87777CD59861247F27DE9C34 /* PinesRefreshRateSupport.swift in Sources */, - 57E5FA454DA9641889315B34 /* PinesRootView.swift in Sources */, - FD22B64E74B250E347D6A567 /* PinesRuntimeMetrics.swift in Sources */, - 148670557457CDC793E77B74 /* PinesStressDiagnostics.swift in Sources */, - 9D77D80450E0718D4B9E6A23 /* PinesTurboQuantBenchmarkDiagnostics.swift in Sources */, - 5BEDAE409D8D0BE9350E4A92 /* PinesUITestInferenceProvider.swift in Sources */, + 57E5FA454DA9641889315B34 /* PinesRootView.swift in Sources */, + FD22B64E74B250E347D6A567 /* PinesRuntimeMetrics.swift in Sources */, + 148670557457CDC793E77B74 /* PinesStressDiagnostics.swift in Sources */, + B3597D1896C704560D0BBA0F /* PinesTurboQuantBenchmarkDiagnostics.swift in Sources */, + 5BEDAE409D8D0BE9350E4A92 /* PinesUITestInferenceProvider.swift in Sources */, 338E625EF11210ABD3D670AC /* PinesUITestLaunchConfiguration.swift in Sources */, FF7A2AF24CE204653E49DD36 /* SecureKeyStore.swift in Sources */, 8876615E142B278FD678F6A4 /* SecurityResetCoordinator.swift in Sources */, @@ -1448,7 +1448,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 7a662770e0279d2693d4e3e93cb1b52cde34a321; + revision = d2586a242d456d8ef69d185e5e33f13b9f1dd4ad; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1464,7 +1464,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 65fd39b3c8f02585fbcd62cf9d46eec893ca0328; + revision = 5d4e58f41b574c6900b32055e48e2b9c1c8883d5; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { @@ -1482,6 +1482,11 @@ isa = XCSwiftPackageProductDependency; productName = PinesCore; }; + 305F3BC6514E8EC117D944DC /* TurboQuantBench */ = { + isa = XCSwiftPackageProductDependency; + package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; + productName = TurboQuantBench; + }; 392E0E75023B6010705E840E /* MLXLLM */ = { isa = XCSwiftPackageProductDependency; package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; @@ -1531,16 +1536,11 @@ package = 82C15679A79285F6F8F33DE7 /* XCRemoteSwiftPackageReference "mlx-swift" */; productName = MLXNN; }; - 9F1B5A4B5304A83C6935F6CA /* MLXLMCommon */ = { - isa = XCSwiftPackageProductDependency; - package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; - productName = MLXLMCommon; - }; - 9D77D80450E0718D4B9E6A21 /* TurboQuantBench */ = { - isa = XCSwiftPackageProductDependency; - package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; - productName = TurboQuantBench; - }; + 9F1B5A4B5304A83C6935F6CA /* MLXLMCommon */ = { + isa = XCSwiftPackageProductDependency; + package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; + productName = MLXLMCommon; + }; B3571EDBCC217B75591214B9 /* PinesWatchSupport */ = { isa = XCSwiftPackageProductDependency; productName = PinesWatchSupport; diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 729e827..9019fcf 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "7a662770e0279d2693d4e3e93cb1b52cde34a321" + "revision" : "d2586a242d456d8ef69d185e5e33f13b9f1dd4ad" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "65fd39b3c8f02585fbcd62cf9d46eec893ca0328" + "revision" : "5d4e58f41b574c6900b32055e48e2b9c1c8883d5" } }, { diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme index d0cb4cc..640df9b 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/Pines.xcscheme @@ -1,10 +1,11 @@ + version = "1.7"> + buildImplicitDependencies = "YES" + runPostActionsOnFailure = "NO"> @@ -57,7 +58,7 @@ @@ -69,12 +70,13 @@ selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" shouldUseLaunchSchemeArgsEnv = "YES" - codeCoverageEnabled = "YES"> + codeCoverageEnabled = "YES" + onlyGenerateCoverageForSpecifiedTargets = "NO"> @@ -92,7 +94,8 @@ + skipped = "NO" + parallelizable = "NO"> + + + + diff --git a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme index 10f7c9b..26fe3dd 100644 --- a/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme +++ b/Pines.xcodeproj/xcshareddata/xcschemes/PinesWatch.xcscheme @@ -1,10 +1,11 @@ + version = "1.7"> + buildImplicitDependencies = "YES" + runPostActionsOnFailure = "NO"> @@ -26,12 +27,13 @@ buildConfiguration = "Debug" selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB" - shouldUseLaunchSchemeArgsEnv = "YES"> + shouldUseLaunchSchemeArgsEnv = "YES" + onlyGenerateCoverageForSpecifiedTargets = "NO"> @@ -54,11 +56,13 @@ + + diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 8dbf132..413a534 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-65fd39b3c8f02585fbcd62cf9d46eec893ca0328" + "mlx-swift-d2586a242d456d8ef69d185e5e33f13b9f1dd4ad+mlx-swift-lm-5d4e58f41b574c6900b32055e48e2b9c1c8883d5" fileprivate static let shortContextPlainKVTokenThreshold = 16_384 fileprivate static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index d8df699..9fd112f 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,10 +4,10 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current MLX fork pins are: -- `RNT56/mlx-swift`: `7a662770e0279d2693d4e3e93cb1b52cde34a321` -- `RNT56/mlx-swift-lm`: `65fd39b3c8f02585fbcd62cf9d46eec893ca0328` +- `RNT56/mlx-swift`: `d2586a242d456d8ef69d185e5e33f13b9f1dd4ad` +- `RNT56/mlx-swift-lm`: `5d4e58f41b574c6900b32055e48e2b9c1c8883d5` -The current pair is intentionally non-green. Wave 0 captured the baseline failures, and the continuation pass now has passing local TurboQuant gates plus an exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. Release comparisons now require real model inference; compressed equal-context throughput remains far below raw FP16 and native backend performance parity is not proven. Previous local release gates and earlier app-hosted iPhone smoke remain useful historical evidence, but they do not override the current guardrail status. +The current pair is intentionally non-green. Wave 0 captured the baseline failures, and the continuation pass now has passing local TurboQuant gates plus an exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. The Mac real-model K8/V4 speed route is wired and measured, but it is still below FP16 equal-context throughput at long dense attention. Previous local release gates and earlier app-hosted iPhone smoke remain useful historical evidence, but they do not override the current guardrail status. This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -24,10 +24,10 @@ The pinned pair makes Layout V6 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `7a662770e0279d2693d4e3e93cb1b52cde34a321` - - `RNT56/mlx-swift-lm`: `65fd39b3c8f02585fbcd62cf9d46eec893ca0328` - - Nested `mlx` inside `RNT56/mlx-swift`: `5d0ee35ddc84922c1d69801aae765dbe3ff76eed` - - Nested `mlx-c` inside `RNT56/mlx-swift`: `0b9e4c23eb5b64e4ddc0f44ff45ba37832370d2d` + - `RNT56/mlx-swift`: `d2586a242d456d8ef69d185e5e33f13b9f1dd4ad` + - `RNT56/mlx-swift-lm`: `5d4e58f41b574c6900b32055e48e2b9c1c8883d5` + - Nested `mlx` inside `RNT56/mlx-swift`: `5dce5710abcc6e56953682505b71d5edb83d11f3` + - Nested `mlx-c` inside `RNT56/mlx-swift`: `17a9ae217816c4ad45673237dfee55a5e7992ce0` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, automatic block-token planning for 32K/64K/128K/256K decode, fp16/bf16 block-partial value storage with float32 stats/reduce accumulation, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, cooperative coalesced QK decode behind `TQ_COOP=1` for A-series validation, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. - `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `KVCacheStrategy.adaptiveTurboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, direct initial compressed-cache commits, lightweight compressed update checkpoints, compact v6 state restore/snapshot validation, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 adaptive raw-first grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity proof reporting, schema-v6 production-route/recommended/effective block-token proof reporting, the `TurboQuantBench` app-hostable A-series attention harness, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, raw SDPA threshold, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. @@ -71,6 +71,15 @@ Wave 0 artifact set: `turboquant-wave0-20260531T024557Z`. Wave 0 parity verdict: `performanceParity=false`, `stabilityParity=partial`, `supportParity=partial`. This is expected for the current architecture: compressed equal-context throughput is below raw FP16, and TurboQuant remains a capacity route until later hybrid/native-backend waves prove otherwise. +## Mac Real-Model Evidence + +The current pins add the native affine K8/V4 speed route: keys stay affine K8, values use affine V4, and QK/softmax/AV execute through the mixed quantized SDPA path instead of the older quantized-matmul fallback. The route is production-wired in the MLX Swift LM cache and benchmark surfaces, but it is not a parity claim. + +| Model | Artifact | Context | Result | +| --- | --- | ---: | --- | +| `mlx-community/Qwen3.5-2B-4bit` | `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-32k-20260601T101644Z/qwen35-2b-real-model-32k.log` | 32K | FP16 `42.74 tok/s`; affine K8/V4 `33.20 tok/s` (`0.777x`); affine q8 `18.01 tok/s` (`0.421x`); affine int4 `24.42 tok/s` (`0.571x`). | +| `mlx-community/Qwen3.5-2B-4bit` | `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-64k-20260601T102000Z/qwen35-2b-real-model-64k.log` | 64K | FP16 `32.31 tok/s`; affine K8/V4 `17.57 tok/s` (`0.544x`). | + ## Physical Device Evidence Current-pair app-hosted attention smoke validation ran on `iPhone16,2` / A17 Pro / iPhone 15 Pro Max (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-31 after the continuation pins were applied. The Pines Debug app launched `--pines-turboquant-bench` and wrote `artifacts/ios-turboquant-bench-20260531T132622Z`. This proves the exact-pin app-host path still runs on a real iPhone, but it is synthetic smoke evidence only and cannot make the current compatibility pair green. Parity, `Verified`, and `Certified` gates now require `real-model-inference-v1` evidence from actual model generation/inference comparisons. diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index d10e7df..c84e7c0 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -9,12 +9,12 @@ After the Wave 0 baseline capture on 2026-05-31, the active local compatibility | Repo | Branch | Validation commit/pin | | --- | --- | --- | | `pines` | `tq/real-device-evidence-acceptance` | `1f3cbc43289f3b4035fff2276c1f01206d616647` dirty validation base before this evidence update | -| `mlx-swift` | `tq/layout-v5-default-device-tests` | `7a662770e0279d2693d4e3e93cb1b52cde34a321` pushed continuation pin | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `65fd39b3c8f02585fbcd62cf9d46eec893ca0328` pushed continuation pin | +| `mlx-swift` | `tq/layout-v5-default-device-tests` | `d2586a242d456d8ef69d185e5e33f13b9f1dd4ad` pushed continuation pin | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `5d4e58f41b574c6900b32055e48e2b9c1c8883d5` pushed continuation pin | -Pines pins `MLXSwift` to `7a662770e0279d2693d4e3e93cb1b52cde34a321` and `MLXSwiftLM` to `65fd39b3c8f02585fbcd62cf9d46eec893ca0328` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `d2586a242d456d8ef69d185e5e33f13b9f1dd4ad` and `MLXSwiftLM` to `5d4e58f41b574c6900b32055e48e2b9c1c8883d5` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. -Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker and records exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. Release comparisons now require real model inference (`real-model-inference-v1`), compressed equal-context throughput remains far below raw FP16, and native backend performance parity is not proven. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V6 is the default MLX layout on this pair, with Layout V4 and V5 still supported for legacy/comparison runs. Exact pins plus smoke evidence remain unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. +Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker, wires native affine K8/V4 mixed quantized SDPA through the MLX Swift LM cache path, and records exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. Mac real-model inference evidence exists for Qwen3.5-2B at 32K and 64K, but compressed equal-context throughput remains below raw FP16 and parity is not achieved. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V6 is the default MLX layout on this pair, with Layout V4 and V5 still supported for legacy/comparison runs. Exact pins plus smoke evidence remain unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. ## Observed workspace diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index 1fd7638..fd44167 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -66,7 +66,7 @@ Machine-readable compatibility-pair files: Current status: - The active compatibility pair is failed/non-green after the Wave 0 baseline `turboquant-wave0-20260531T024557Z`. -- Pines pins `mlx-swift` `7a662770e0279d2693d4e3e93cb1b52cde34a321` and `mlx-swift-lm` `65fd39b3c8f02585fbcd62cf9d46eec893ca0328`. +- Pines pins `mlx-swift` `d2586a242d456d8ef69d185e5e33f13b9f1dd4ad` and `mlx-swift-lm` `5d4e58f41b574c6900b32055e48e2b9c1c8883d5`. - Layout V6 is the default TurboQuant layout on this pair; Layout V4 and V5 remain supported for legacy and comparison runs. - Current continuation evidence includes passing local TurboQuant gates and exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is synthetic attention-shape evidence. Release comparisons now require `real-model-inference-v1`; native backend performance parity and the full release benchmark/quality/fallback matrix remain incomplete. - Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only and cannot make the current pair green. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 0184135..0952e23 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "7a662770e0279d2693d4e3e93cb1b52cde34a321", + "commit": "d2586a242d456d8ef69d185e5e33f13b9f1dd4ad", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "65fd39b3c8f02585fbcd62cf9d46eec893ca0328", + "commit": "5d4e58f41b574c6900b32055e48e2b9c1c8883d5", "dirtyAtValidation": false }, "wave0Baseline": { @@ -559,12 +559,13 @@ } }, "notes": [ - "Continuation pins mlx-swift 7a662770e0279d2693d4e3e93cb1b52cde34a321, which includes native segmented backend identity reporting and the nested mlx 5d0ee35ddc84922c1d69801aae765dbe3ff76eed native TurboQuant Metal backend probe.", - "Continuation pins mlx-swift-lm 65fd39b3c8f02585fbcd62cf9d46eec893ca0328, which bounds hybrid hot residency, preserves selector diagnostics across checkpoints, records selected segmented-vs-decoded fallback routes, and exposes the real-model-inference-v1 evidence suite.", + "Continuation pins mlx-swift d2586a242d456d8ef69d185e5e33f13b9f1dd4ad, which includes native affine K8/V4 mixed quantized SDPA wrappers, production native TurboQuant backend identity reporting, nested mlx 5dce5710abcc6e56953682505b71d5edb83d11f3, and nested mlx-c 17a9ae217816c4ad45673237dfee55a5e7992ce0.", + "Continuation pins mlx-swift-lm 5d4e58f41b574c6900b32055e48e2b9c1c8883d5, which routes Qwen throughput profiles to affine K8/V4, quantizes eligible prompt caches before steady-state decode, records active K8/V4 attention paths in runtime snapshots, and exposes the real-model-inference-v1 evidence suite.", "The current continuation pair remains failed/non-green until native-performance, real-model-inference, full benchmark-matrix, performance-parity, quality-memory, and fallback evidence pass; historical app-host smoke from earlier pins is retained only as prior evidence.", "Post-Wave0 stabilization updated the current pair with passing mlx-swift TurboQuant tests, passing mlx-swift-lm TurboQuant tests, passing Pines pin/TurboQuant tests, and a passing app-hosted physical-device iOS smoke on iPhone16,2 for the exact pins.", "The current physical-device smoke artifact is /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. It reports 8K qwen3.5-2b turbo4v2 synthetic attention-shape smoke: compressed 48.95 tok/s, plain 643.10 tok/s, speed ratio 0.0761, cosine 0.999992, and 2.21x KV memory reduction. The manifest classifies this smoke-only evidence as productClaimLevel=unverified, realModelInferenceEvidence=missing, and nativeBackendPerformanceEvidence=not-proven; future app-host reruns emit that classification directly in diagnostics.", - "The pair remains failed/non-green because compressed equal-context throughput is far below raw FP16 and production native MLX fused compressed-domain attention is still not available by default. TurboQuant remains a capacity route until later evidence proves parity.", + "Mac real-model Qwen3.5-2B evidence for the current local pair is present: 32K affine K8/V4 reaches 33.20 tok/s vs FP16 42.74 tok/s (0.777x), while 64K reaches 17.57 tok/s vs FP16 32.31 tok/s (0.544x). Artifacts are under /Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-32k-20260601T101644Z and /Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-64k-20260601T102000Z.", + "The pair remains failed/non-green because compressed equal-context throughput is still below raw FP16, current physical-device evidence for these exact pins is synthetic smoke only, and full release benchmark/quality/fallback evidence is incomplete. TurboQuant remains a capacity route until later evidence proves parity.", "Authoritative current-pair status is failed/non-green. Historical pass, smoke, simulator, and Mac proof evidence remains retained below but is superseded by the Wave 0 baseline and cannot green the current pair.", "Pins alone establish only an unverified compatibility identity. Verified and Certified product labels require accepted real-device evidence for the exact model/device/mode tuple plus passing quality, memory, throughput, and fallback gates.", "Wave 2 INT-2A updated project.yml, generated Xcode project pins, Xcode Package.resolved, and docs/TURBOQUANT.md to the validated Wave 1 MLX pair.", @@ -600,13 +601,13 @@ ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", - "pinnedMLXSwift": "7a662770e0279d2693d4e3e93cb1b52cde34a321", - "pinnedMLXSwiftLM": "65fd39b3c8f02585fbcd62cf9d46eec893ca0328", - "compatibilityPairID": "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-65fd39b3c8f02585fbcd62cf9d46eec893ca0328", - "releaseGate": "non-green after native-probe continuation: Pines pins mlx-swift 7a662770e0279d2693d4e3e93cb1b52cde34a321 plus mlx-swift-lm 65fd39b3c8f02585fbcd62cf9d46eec893ca0328. Local gates and exact-pin physical-device smoke have passed, but release comparisons now require real model inference; compressed equal-context throughput remains below raw FP16, native backend performance parity is not proven, and full release benchmark/quality/fallback evidence is incomplete before any Verified or Certified claim." + "pinnedMLXSwift": "d2586a242d456d8ef69d185e5e33f13b9f1dd4ad", + "pinnedMLXSwiftLM": "5d4e58f41b574c6900b32055e48e2b9c1c8883d5", + "compatibilityPairID": "mlx-swift-d2586a242d456d8ef69d185e5e33f13b9f1dd4ad+mlx-swift-lm-5d4e58f41b574c6900b32055e48e2b9c1c8883d5", + "releaseGate": "non-green after affine K8/V4 continuation: Pines pins mlx-swift d2586a242d456d8ef69d185e5e33f13b9f1dd4ad plus mlx-swift-lm 5d4e58f41b574c6900b32055e48e2b9c1c8883d5. Local gates pass and Mac real-model inference evidence exists, but compressed equal-context throughput remains below raw FP16, exact-pin physical-device evidence is still synthetic smoke only, and full release benchmark/quality/fallback evidence is incomplete before any Verified or Certified claim." }, - "statusReason": "Authoritative current-pair status is failed/non-green. The continuation pair pins mlx-swift 7a662770e0279d2693d4e3e93cb1b52cde34a321 and mlx-swift-lm 65fd39b3c8f02585fbcd62cf9d46eec893ca0328, adding native backend identity reporting plus bounded hybrid selected-attention diagnostics. Exact-pin physical-device app-host smoke completed on iPhone16,2, but it is synthetic attention-shape smoke only. Release comparisons now require real model inference, performance parity is not achieved, native backend performance evidence is not complete, and full release benchmark/quality/fallback evidence is still incomplete.", - "compatibilityPairID": "mlx-swift-7a662770e0279d2693d4e3e93cb1b52cde34a321+mlx-swift-lm-65fd39b3c8f02585fbcd62cf9d46eec893ca0328", + "statusReason": "Authoritative current-pair status is failed/non-green. The continuation pair pins mlx-swift d2586a242d456d8ef69d185e5e33f13b9f1dd4ad and mlx-swift-lm 5d4e58f41b574c6900b32055e48e2b9c1c8883d5, adding native affine K8/V4 mixed quantized SDPA and LM prompt-cache routing. Exact-pin physical-device app-host smoke completed on iPhone16,2, but it is synthetic attention-shape smoke only. Release comparisons now require real model inference. Mac real-model inference evidence exists, performance parity is not achieved, and full release benchmark/quality/fallback evidence is still incomplete.", + "compatibilityPairID": "mlx-swift-d2586a242d456d8ef69d185e5e33f13b9f1dd4ad+mlx-swift-lm-5d4e58f41b574c6900b32055e48e2b9c1c8883d5", "claimPolicy": { "pinsOnlyEvidenceLevel": "unverified", "verifiedOrCertifiedProductClaimsAllowed": false, diff --git a/project.yml b/project.yml index c218a71..2131d8c 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 7a662770e0279d2693d4e3e93cb1b52cde34a321 + revision: d2586a242d456d8ef69d185e5e33f13b9f1dd4ad MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 65fd39b3c8f02585fbcd62cf9d46eec893ca0328 + revision: 5d4e58f41b574c6900b32055e48e2b9c1c8883d5 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 diff --git a/scripts/ci/check-mlx-package-pins.sh b/scripts/ci/check-mlx-package-pins.sh index 93066f0..8a97456 100755 --- a/scripts/ci/check-mlx-package-pins.sh +++ b/scripts/ci/check-mlx-package-pins.sh @@ -5,8 +5,8 @@ MLX_SWIFT_REPO="${MLX_SWIFT_REPO:-https://github.com/RNT56/mlx-swift}" MLX_SWIFT_LM_REPO="${MLX_SWIFT_LM_REPO:-https://github.com/RNT56/mlx-swift-lm}" MLX_SWIFT_MIN_REVISION="6820f3c6b85bdd73a288f5796ba78c4cd40efd91" MLX_SWIFT_LM_MIN_REVISION="861a9bd0e581317ddfce7446d306cbbb7916a75f" -MLX_SWIFT_NESTED_MLX_REVISION="5d0ee35ddc84922c1d69801aae765dbe3ff76eed" -MLX_SWIFT_NESTED_MLX_C_REVISION="0b9e4c23eb5b64e4ddc0f44ff45ba37832370d2d" +MLX_SWIFT_NESTED_MLX_REVISION="5dce5710abcc6e56953682505b71d5edb83d11f3" +MLX_SWIFT_NESTED_MLX_C_REVISION="17a9ae217816c4ad45673237dfee55a5e7992ce0" PROJECT_FILE="Pines.xcodeproj/project.pbxproj" XCODE_PACKAGE_RESOLVED="Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved" TURBOQUANT_DOC="docs/TURBOQUANT.md" @@ -14,6 +14,7 @@ COMPATIBILITY_PAIR_JSON="docs/turboquant-implementation/compatibility-pair.json" MLX_RUNTIME_BRIDGE="Pines/Runtime/MLXRuntimeBridge.swift" OLD_MLX_SWIFT_REVISIONS=( + "7a662770e0279d2693d4e3e93cb1b52cde34a321" "b187523536c6923562e3a81613e169da9321f812" "425d765aa7fa2b2cf111b9c43430054d82d02d07" "c96dd8c7b374fa50d64b35bf8c5d7739df7d9984" @@ -28,6 +29,7 @@ OLD_MLX_SWIFT_REVISIONS=( "2b0bd735a0cf18e0bdb87d1b066e2e9127299e08" ) OLD_MLX_SWIFT_LM_REVISIONS=( + "65fd39b3c8f02585fbcd62cf9d46eec893ca0328" "1bf1cc246e17c48527a32c99fffcde41b84cd725" "6335ec8a2e25cff94c93992cb921d7a0345b4a22" "c8a544503bcdad21ee736feec68f0ed7e07a9b29" From c95ce29644a21409e058d68812892a727d33b995 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 1 Jun 2026 12:39:44 +0200 Subject: [PATCH 61/80] Record affine K8 V4 compatibility app commit --- docs/turboquant-implementation/compatibility-pair.json | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 0952e23..0f34c5e 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -4,8 +4,8 @@ "pines": { "repo": "pines", "branch": "tq/real-device-evidence-acceptance", - "commit": "1f3cbc43289f3b4035fff2276c1f01206d616647", - "dirtyAtValidation": true + "commit": "7184d0efe776550e772c1b36f113d1c179d690a0", + "dirtyAtValidation": false }, "mlxSwift": { "repo": "mlx-swift", From d336b81d79c2f41840811f7c12657c57ae306dd6 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 1 Jun 2026 12:51:41 +0200 Subject: [PATCH 62/80] Pin TurboQuant pipeline cleanup pair --- Pines.xcodeproj/project.pbxproj | 4 ++-- .../xcshareddata/swiftpm/Package.resolved | 4 ++-- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- docs/TURBOQUANT.md | 10 +++++----- .../00-current-state.md | 6 +++--- docs/turboquant-implementation/README.md | 2 +- .../compatibility-pair.json | 20 +++++++++---------- project.yml | 4 ++-- scripts/ci/check-mlx-package-pins.sh | 2 +- 9 files changed, 27 insertions(+), 27 deletions(-) diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 8d94802..909f346 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1448,7 +1448,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = d2586a242d456d8ef69d185e5e33f13b9f1dd4ad; + revision = 609e8333671419ee1dbe928eeee7f48a24682631; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1464,7 +1464,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 5d4e58f41b574c6900b32055e48e2b9c1c8883d5; + revision = 725add5dd15ef6c1c01073ce9f81412957fa5c6d; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 9019fcf..4152ff2 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "d2586a242d456d8ef69d185e5e33f13b9f1dd4ad" + "revision" : "609e8333671419ee1dbe928eeee7f48a24682631" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "5d4e58f41b574c6900b32055e48e2b9c1c8883d5" + "revision" : "725add5dd15ef6c1c01073ce9f81412957fa5c6d" } }, { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 413a534..9e6e4d7 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-d2586a242d456d8ef69d185e5e33f13b9f1dd4ad+mlx-swift-lm-5d4e58f41b574c6900b32055e48e2b9c1c8883d5" + "mlx-swift-609e8333671419ee1dbe928eeee7f48a24682631+mlx-swift-lm-725add5dd15ef6c1c01073ce9f81412957fa5c6d" fileprivate static let shortContextPlainKVTokenThreshold = 16_384 fileprivate static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 9fd112f..9d5c1d8 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,8 +4,8 @@ Pine requests TurboQuant as the default local KV-cache strategy and stores vault The current MLX fork pins are: -- `RNT56/mlx-swift`: `d2586a242d456d8ef69d185e5e33f13b9f1dd4ad` -- `RNT56/mlx-swift-lm`: `5d4e58f41b574c6900b32055e48e2b9c1c8883d5` +- `RNT56/mlx-swift`: `609e8333671419ee1dbe928eeee7f48a24682631` +- `RNT56/mlx-swift-lm`: `725add5dd15ef6c1c01073ce9f81412957fa5c6d` The current pair is intentionally non-green. Wave 0 captured the baseline failures, and the continuation pass now has passing local TurboQuant gates plus an exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. The Mac real-model K8/V4 speed route is wired and measured, but it is still below FP16 equal-context throughput at long dense attention. Previous local release gates and earlier app-hosted iPhone smoke remain useful historical evidence, but they do not override the current guardrail status. @@ -24,9 +24,9 @@ The pinned pair makes Layout V6 the default TurboQuant attention layout for devi - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `d2586a242d456d8ef69d185e5e33f13b9f1dd4ad` - - `RNT56/mlx-swift-lm`: `5d4e58f41b574c6900b32055e48e2b9c1c8883d5` - - Nested `mlx` inside `RNT56/mlx-swift`: `5dce5710abcc6e56953682505b71d5edb83d11f3` + - `RNT56/mlx-swift`: `609e8333671419ee1dbe928eeee7f48a24682631` + - `RNT56/mlx-swift-lm`: `725add5dd15ef6c1c01073ce9f81412957fa5c6d` + - Nested `mlx` inside `RNT56/mlx-swift`: `6e140e7a4442febe14de38adb46206f6d6b21384` - Nested `mlx-c` inside `RNT56/mlx-swift`: `17a9ae217816c4ad45673237dfee55a5e7992ce0` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, automatic block-token planning for 32K/64K/128K/256K decode, fp16/bf16 block-partial value storage with float32 stats/reduce accumulation, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, cooperative coalesced QK decode behind `TQ_COOP=1` for A-series validation, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. - `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `KVCacheStrategy.adaptiveTurboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, direct initial compressed-cache commits, lightweight compressed update checkpoints, compact v6 state restore/snapshot validation, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 adaptive raw-first grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity proof reporting, schema-v6 production-route/recommended/effective block-token proof reporting, the `TurboQuantBench` app-hostable A-series attention harness, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, raw SDPA threshold, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index c84e7c0..20cec3d 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -9,10 +9,10 @@ After the Wave 0 baseline capture on 2026-05-31, the active local compatibility | Repo | Branch | Validation commit/pin | | --- | --- | --- | | `pines` | `tq/real-device-evidence-acceptance` | `1f3cbc43289f3b4035fff2276c1f01206d616647` dirty validation base before this evidence update | -| `mlx-swift` | `tq/layout-v5-default-device-tests` | `d2586a242d456d8ef69d185e5e33f13b9f1dd4ad` pushed continuation pin | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `5d4e58f41b574c6900b32055e48e2b9c1c8883d5` pushed continuation pin | +| `mlx-swift` | `tq/layout-v5-default-device-tests` | `609e8333671419ee1dbe928eeee7f48a24682631` pushed continuation pin | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `725add5dd15ef6c1c01073ce9f81412957fa5c6d` pushed continuation pin | -Pines pins `MLXSwift` to `d2586a242d456d8ef69d185e5e33f13b9f1dd4ad` and `MLXSwiftLM` to `5d4e58f41b574c6900b32055e48e2b9c1c8883d5` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `609e8333671419ee1dbe928eeee7f48a24682631` and `MLXSwiftLM` to `725add5dd15ef6c1c01073ce9f81412957fa5c6d` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker, wires native affine K8/V4 mixed quantized SDPA through the MLX Swift LM cache path, and records exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. Mac real-model inference evidence exists for Qwen3.5-2B at 32K and 64K, but compressed equal-context throughput remains below raw FP16 and parity is not achieved. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V6 is the default MLX layout on this pair, with Layout V4 and V5 still supported for legacy/comparison runs. Exact pins plus smoke evidence remain unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index fd44167..fac759f 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -66,7 +66,7 @@ Machine-readable compatibility-pair files: Current status: - The active compatibility pair is failed/non-green after the Wave 0 baseline `turboquant-wave0-20260531T024557Z`. -- Pines pins `mlx-swift` `d2586a242d456d8ef69d185e5e33f13b9f1dd4ad` and `mlx-swift-lm` `5d4e58f41b574c6900b32055e48e2b9c1c8883d5`. +- Pines pins `mlx-swift` `609e8333671419ee1dbe928eeee7f48a24682631` and `mlx-swift-lm` `725add5dd15ef6c1c01073ce9f81412957fa5c6d`. - Layout V6 is the default TurboQuant layout on this pair; Layout V4 and V5 remain supported for legacy and comparison runs. - Current continuation evidence includes passing local TurboQuant gates and exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is synthetic attention-shape evidence. Release comparisons now require `real-model-inference-v1`; native backend performance parity and the full release benchmark/quality/fallback matrix remain incomplete. - Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only and cannot make the current pair green. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index 0f34c5e..f405ef8 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "d2586a242d456d8ef69d185e5e33f13b9f1dd4ad", + "commit": "609e8333671419ee1dbe928eeee7f48a24682631", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "5d4e58f41b574c6900b32055e48e2b9c1c8883d5", + "commit": "725add5dd15ef6c1c01073ce9f81412957fa5c6d", "dirtyAtValidation": false }, "wave0Baseline": { @@ -559,8 +559,8 @@ } }, "notes": [ - "Continuation pins mlx-swift d2586a242d456d8ef69d185e5e33f13b9f1dd4ad, which includes native affine K8/V4 mixed quantized SDPA wrappers, production native TurboQuant backend identity reporting, nested mlx 5dce5710abcc6e56953682505b71d5edb83d11f3, and nested mlx-c 17a9ae217816c4ad45673237dfee55a5e7992ce0.", - "Continuation pins mlx-swift-lm 5d4e58f41b574c6900b32055e48e2b9c1c8883d5, which routes Qwen throughput profiles to affine K8/V4, quantizes eligible prompt caches before steady-state decode, records active K8/V4 attention paths in runtime snapshots, and exposes the real-model-inference-v1 evidence suite.", + "Continuation pins mlx-swift 609e8333671419ee1dbe928eeee7f48a24682631, which includes native affine K8/V4 mixed quantized SDPA wrappers, production native TurboQuant backend identity reporting, nested mlx 6e140e7a4442febe14de38adb46206f6d6b21384, and nested mlx-c 17a9ae217816c4ad45673237dfee55a5e7992ce0.", + "Continuation pins mlx-swift-lm 725add5dd15ef6c1c01073ce9f81412957fa5c6d, which routes Qwen throughput profiles to affine K8/V4, quantizes eligible prompt caches before steady-state decode, records active K8/V4 attention paths in runtime snapshots, and exposes the real-model-inference-v1 evidence suite.", "The current continuation pair remains failed/non-green until native-performance, real-model-inference, full benchmark-matrix, performance-parity, quality-memory, and fallback evidence pass; historical app-host smoke from earlier pins is retained only as prior evidence.", "Post-Wave0 stabilization updated the current pair with passing mlx-swift TurboQuant tests, passing mlx-swift-lm TurboQuant tests, passing Pines pin/TurboQuant tests, and a passing app-hosted physical-device iOS smoke on iPhone16,2 for the exact pins.", "The current physical-device smoke artifact is /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. It reports 8K qwen3.5-2b turbo4v2 synthetic attention-shape smoke: compressed 48.95 tok/s, plain 643.10 tok/s, speed ratio 0.0761, cosine 0.999992, and 2.21x KV memory reduction. The manifest classifies this smoke-only evidence as productClaimLevel=unverified, realModelInferenceEvidence=missing, and nativeBackendPerformanceEvidence=not-proven; future app-host reruns emit that classification directly in diagnostics.", @@ -601,13 +601,13 @@ ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", - "pinnedMLXSwift": "d2586a242d456d8ef69d185e5e33f13b9f1dd4ad", - "pinnedMLXSwiftLM": "5d4e58f41b574c6900b32055e48e2b9c1c8883d5", - "compatibilityPairID": "mlx-swift-d2586a242d456d8ef69d185e5e33f13b9f1dd4ad+mlx-swift-lm-5d4e58f41b574c6900b32055e48e2b9c1c8883d5", - "releaseGate": "non-green after affine K8/V4 continuation: Pines pins mlx-swift d2586a242d456d8ef69d185e5e33f13b9f1dd4ad plus mlx-swift-lm 5d4e58f41b574c6900b32055e48e2b9c1c8883d5. Local gates pass and Mac real-model inference evidence exists, but compressed equal-context throughput remains below raw FP16, exact-pin physical-device evidence is still synthetic smoke only, and full release benchmark/quality/fallback evidence is incomplete before any Verified or Certified claim." + "pinnedMLXSwift": "609e8333671419ee1dbe928eeee7f48a24682631", + "pinnedMLXSwiftLM": "725add5dd15ef6c1c01073ce9f81412957fa5c6d", + "compatibilityPairID": "mlx-swift-609e8333671419ee1dbe928eeee7f48a24682631+mlx-swift-lm-725add5dd15ef6c1c01073ce9f81412957fa5c6d", + "releaseGate": "non-green after affine K8/V4 continuation: Pines pins mlx-swift 609e8333671419ee1dbe928eeee7f48a24682631 plus mlx-swift-lm 725add5dd15ef6c1c01073ce9f81412957fa5c6d. Local gates pass and Mac real-model inference evidence exists, but compressed equal-context throughput remains below raw FP16, exact-pin physical-device evidence is still synthetic smoke only, and full release benchmark/quality/fallback evidence is incomplete before any Verified or Certified claim." }, - "statusReason": "Authoritative current-pair status is failed/non-green. The continuation pair pins mlx-swift d2586a242d456d8ef69d185e5e33f13b9f1dd4ad and mlx-swift-lm 5d4e58f41b574c6900b32055e48e2b9c1c8883d5, adding native affine K8/V4 mixed quantized SDPA and LM prompt-cache routing. Exact-pin physical-device app-host smoke completed on iPhone16,2, but it is synthetic attention-shape smoke only. Release comparisons now require real model inference. Mac real-model inference evidence exists, performance parity is not achieved, and full release benchmark/quality/fallback evidence is still incomplete.", - "compatibilityPairID": "mlx-swift-d2586a242d456d8ef69d185e5e33f13b9f1dd4ad+mlx-swift-lm-5d4e58f41b574c6900b32055e48e2b9c1c8883d5", + "statusReason": "Authoritative current-pair status is failed/non-green. The continuation pair pins mlx-swift 609e8333671419ee1dbe928eeee7f48a24682631 and mlx-swift-lm 725add5dd15ef6c1c01073ce9f81412957fa5c6d, adding native affine K8/V4 mixed quantized SDPA and LM prompt-cache routing. Exact-pin physical-device app-host smoke completed on iPhone16,2, but it is synthetic attention-shape smoke only. Release comparisons now require real model inference. Mac real-model inference evidence exists, performance parity is not achieved, and full release benchmark/quality/fallback evidence is still incomplete.", + "compatibilityPairID": "mlx-swift-609e8333671419ee1dbe928eeee7f48a24682631+mlx-swift-lm-725add5dd15ef6c1c01073ce9f81412957fa5c6d", "claimPolicy": { "pinsOnlyEvidenceLevel": "unverified", "verifiedOrCertifiedProductClaimsAllowed": false, diff --git a/project.yml b/project.yml index 2131d8c..e7df2b6 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: d2586a242d456d8ef69d185e5e33f13b9f1dd4ad + revision: 609e8333671419ee1dbe928eeee7f48a24682631 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 5d4e58f41b574c6900b32055e48e2b9c1c8883d5 + revision: 725add5dd15ef6c1c01073ce9f81412957fa5c6d SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 diff --git a/scripts/ci/check-mlx-package-pins.sh b/scripts/ci/check-mlx-package-pins.sh index 8a97456..d58246c 100755 --- a/scripts/ci/check-mlx-package-pins.sh +++ b/scripts/ci/check-mlx-package-pins.sh @@ -5,7 +5,7 @@ MLX_SWIFT_REPO="${MLX_SWIFT_REPO:-https://github.com/RNT56/mlx-swift}" MLX_SWIFT_LM_REPO="${MLX_SWIFT_LM_REPO:-https://github.com/RNT56/mlx-swift-lm}" MLX_SWIFT_MIN_REVISION="6820f3c6b85bdd73a288f5796ba78c4cd40efd91" MLX_SWIFT_LM_MIN_REVISION="861a9bd0e581317ddfce7446d306cbbb7916a75f" -MLX_SWIFT_NESTED_MLX_REVISION="5dce5710abcc6e56953682505b71d5edb83d11f3" +MLX_SWIFT_NESTED_MLX_REVISION="6e140e7a4442febe14de38adb46206f6d6b21384" MLX_SWIFT_NESTED_MLX_C_REVISION="17a9ae217816c4ad45673237dfee55a5e7992ce0" PROJECT_FILE="Pines.xcodeproj/project.pbxproj" XCODE_PACKAGE_RESOLVED="Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved" From e7125308e3253d46447d2b61b46a194b4096605f Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 1 Jun 2026 12:53:40 +0200 Subject: [PATCH 63/80] Record TurboQuant cleanup compatibility app commit --- docs/turboquant-implementation/compatibility-pair.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index f405ef8..d7d738e 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -4,7 +4,7 @@ "pines": { "repo": "pines", "branch": "tq/real-device-evidence-acceptance", - "commit": "7184d0efe776550e772c1b36f113d1c179d690a0", + "commit": "d336b81d79c2f41840811f7c12657c57ae306dd6", "dirtyAtValidation": false }, "mlxSwift": { From 4722f574ad16d09878143c03bea8479818acf186 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 1 Jun 2026 13:09:35 +0200 Subject: [PATCH 64/80] Document TurboQuant speed memory baseline --- ...0260601T110648Z-speed-memory-baseline.json | 167 ++++++++++++++++++ .../20260601T110648Z-speed-memory-baseline.md | 78 ++++++++ 2 files changed, 245 insertions(+) create mode 100644 docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.json create mode 100644 docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.md diff --git a/docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.json b/docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.json new file mode 100644 index 0000000..1eb9552 --- /dev/null +++ b/docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.json @@ -0,0 +1,167 @@ +{ + "schemaVersion": 1, + "createdAt": "2026-06-01T11:06:48Z", + "createdLocal": "2026-06-01 13:06:48 CEST", + "purpose": "Current TurboQuant/K8V4 speed and KV-memory baseline for future comparison.", + "repoHeads": { + "mlx": { + "branch": "codex/mlx-core-distributed-autodiff-backends", + "commit": "2b37f4ec24d9653ee1efc29256d5b8cc2bda565e" + }, + "mlx-c": { + "branch": "codex/mlx-c-quantized-sdpa-parity", + "commit": "c270c9ef3b8cae2b92861aa8fca9345484d29c26" + }, + "mlx-swift": { + "branch": "tq/layout-v5-default-device-tests", + "commit": "609e8333671419ee1dbe928eeee7f48a24682631" + }, + "mlx-swift-lm": { + "branch": "tq/lm-layout-v5-default-device-tests", + "commit": "725add5dd15ef6c1c01073ce9f81412957fa5c6d" + }, + "pines": { + "branch": "tq/real-device-evidence-acceptance", + "commit": "e7125308e3253d46447d2b61b46a194b4096605f" + } + }, + "speed": { + "model": "/Users/mt/.cache/huggingface/hub/models--mlx-community--Qwen3.5-2B-4bit/snapshots/674aaa7240b91e8012fcad5d791b7dfe5ba90207", + "runType": "real-model-inference", + "deviceClass": "mac-local", + "sourceLogs": [ + "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-32k-20260601T101644Z/qwen35-2b-real-model-32k.log", + "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-64k-20260601T102000Z/qwen35-2b-real-model-64k.log" + ], + "measurements": [ + { + "contextTokens": 32768, + "contextLabel": "32K", + "config": "fp16", + "decodeTokensPerSecond": 42.74, + "prefillTokensPerSecond": 716.1, + "generatedTokens": 32, + "ratioVsFP16": 1.0 + }, + { + "contextTokens": 32768, + "contextLabel": "32K", + "config": "affineK8V4", + "decodeTokensPerSecond": 33.2, + "prefillTokensPerSecond": 738.2, + "generatedTokens": 32, + "ratioVsFP16": 0.777 + }, + { + "contextTokens": 32768, + "contextLabel": "32K", + "config": "mlxAffine-q8", + "decodeTokensPerSecond": 18.01, + "prefillTokensPerSecond": 733.1, + "generatedTokens": 32, + "ratioVsFP16": 0.421 + }, + { + "contextTokens": 32768, + "contextLabel": "32K", + "config": "affineInt4", + "decodeTokensPerSecond": 24.42, + "prefillTokensPerSecond": 747.9, + "generatedTokens": 32, + "ratioVsFP16": 0.571 + }, + { + "contextTokens": 65536, + "contextLabel": "64K", + "config": "fp16", + "decodeTokensPerSecond": 32.31, + "prefillTokensPerSecond": 615.2, + "generatedTokens": 16, + "ratioVsFP16": 1.0 + }, + { + "contextTokens": 65536, + "contextLabel": "64K", + "config": "affineK8V4", + "decodeTokensPerSecond": 17.57, + "prefillTokensPerSecond": 610.4, + "generatedTokens": 16, + "ratioVsFP16": 0.544 + } + ] + }, + "memory": { + "scope": "kv-cache-only", + "assumptions": { + "layers": 32, + "kvHeads": 4, + "headDim": 256, + "tensors": [ + "key", + "value" + ], + "fp16BytesPerScalar": 2, + "affineK8V4": { + "keyBits": 8, + "keyGroupSize": 64, + "valueBits": 4, + "valueGroupSize": 32, + "scaleBiasDType": "fp16" + }, + "turbo4v2": { + "basis": "current planning ratio, approximately 2.63 GiB at 64K" + } + }, + "measurementsGiB": [ + { + "contextTokens": 16384, + "contextLabel": "16K", + "fp16": 2.0, + "affineK8V4": 0.84, + "turbo4v2": 0.66 + }, + { + "contextTokens": 32768, + "contextLabel": "32K", + "fp16": 4.0, + "affineK8V4": 1.69, + "turbo4v2": 1.32 + }, + { + "contextTokens": 65536, + "contextLabel": "64K", + "fp16": 8.0, + "affineK8V4": 3.38, + "turbo4v2": 2.63 + }, + { + "contextTokens": 131072, + "contextLabel": "128K", + "fp16": 16.0, + "affineK8V4": 6.75, + "turbo4v2": 5.26 + } + ], + "relativeToFP16": { + "fp16": { + "sizeRatio": 1.0, + "reduction": "baseline" + }, + "affineK8V4": { + "sizeRatio": 0.422, + "reduction": "2.37x smaller" + }, + "turbo4v2": { + "sizeRatio": 0.329, + "reduction": "3.04x smaller" + } + } + }, + "notes": [ + "FP16 remains the speed baseline when memory fits.", + "affine K8/V4 is the current best production compressed speed route.", + "affine K8/V4 is not yet performance-parity with FP16 at equal dense context.", + "Turbo4V2 remains documented here as a capacity route unless later real-model benchmarks prove otherwise.", + "Synthetic attention-shape smoke tests are not performance parity evidence." + ] +} diff --git a/docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.md b/docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.md new file mode 100644 index 0000000..2f0cede --- /dev/null +++ b/docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.md @@ -0,0 +1,78 @@ +# TurboQuant Speed And Memory Baseline + +Created UTC: `2026-06-01T11:06:48Z` +Created local: `2026-06-01 13:06:48 CEST` + +This baseline records the current real-model speed evidence and KV-cache memory estimates for comparing later TurboQuant, K8/V4, and hybrid-attention changes. + +## Repo Heads + +| Surface | Branch | Commit | +|---|---|---| +| `mlx` | `codex/mlx-core-distributed-autodiff-backends` | `2b37f4ec24d9653ee1efc29256d5b8cc2bda565e` | +| `mlx-c` | `codex/mlx-c-quantized-sdpa-parity` | `c270c9ef3b8cae2b92861aa8fca9345484d29c26` | +| `mlx-swift` | `tq/layout-v5-default-device-tests` | `609e8333671419ee1dbe928eeee7f48a24682631` | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `725add5dd15ef6c1c01073ce9f81412957fa5c6d` | +| `pines` | `tq/real-device-evidence-acceptance` | `e7125308e3253d46447d2b61b46a194b4096605f` | + +## Speed Baseline + +Model: +`/Users/mt/.cache/huggingface/hub/models--mlx-community--Qwen3.5-2B-4bit/snapshots/674aaa7240b91e8012fcad5d791b7dfe5ba90207` + +Hardware: +Mac local run, real model inference, idle runs only. + +Source logs: +- `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-32k-20260601T101644Z/qwen35-2b-real-model-32k.log` +- `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-64k-20260601T102000Z/qwen35-2b-real-model-64k.log` + +| Context | Config | Decode tok/s | Prefill tok/s | Generated Tokens | Ratio vs FP16 | +|---:|---|---:|---:|---:|---:| +| 32K | FP16 raw KV | 42.74 | 716.1 | 32 | 1.000 | +| 32K | affine K8/V4 | 33.20 | 738.2 | 32 | 0.777 | +| 32K | MLX affine q8 | 18.01 | 733.1 | 32 | 0.421 | +| 32K | affine int4 | 24.42 | 747.9 | 32 | 0.571 | +| 64K | FP16 raw KV | 32.31 | 615.2 | 16 | 1.000 | +| 64K | affine K8/V4 | 17.57 | 610.4 | 16 | 0.544 | + +Current interpretation: +- FP16 remains the speed baseline when memory fits. +- affine K8/V4 is the current best production compressed speed route. +- affine K8/V4 is not yet performance-parity with FP16 at equal dense context. +- Turbo4V2 is treated as a capacity route unless later real-model benchmarks prove otherwise. + +## KV Memory Baseline + +Assumed Qwen GQA4 HD256 KV shape: +- layers: `32` +- KV heads: `4` +- head dim: `256` +- tensors: key plus value +- FP16 raw KV: `2 bytes` per scalar +- affine K8/V4: K uses 8-bit affine groups of 64, V uses 4-bit affine groups of 32, with fp16 scale/bias metadata +- Turbo4V2 estimate is based on the current planning ratio of approximately `2.63 GiB` at 64K + +| Context | FP16 Raw KV | affine K8/V4 KV | Turbo4V2 KV | +|---:|---:|---:|---:| +| 16K | 2.00 GiB | 0.84 GiB | 0.66 GiB | +| 32K | 4.00 GiB | 1.69 GiB | 1.32 GiB | +| 64K | 8.00 GiB | 3.38 GiB | 2.63 GiB | +| 128K | 16.00 GiB | 6.75 GiB | 5.26 GiB | + +| Mode | Approx KV Size vs FP16 | Approx Reduction | +|---|---:|---:| +| FP16 raw KV | 100.0% | baseline | +| affine K8/V4 | 42.2% | 2.37x smaller | +| Turbo4V2 | 32.9% | 3.04x smaller | + +## Comparison Notes + +Use this baseline to compare future runs against: +- decode tok/s at the same model, context, and generated-token count, +- prefill tok/s separately from decode, +- ratio vs FP16 at the same context, +- KV-only memory estimates separately from total process memory, +- real-model inference only for release-quality claims. + +Do not use synthetic attention-shape smoke tests as performance parity evidence. From 5341015122da9bba1e288ddd380c14ced13f1ada Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 7 Jun 2026 22:01:57 +0200 Subject: [PATCH 65/80] TurboQuant: checkpoint in-progress evidence/control-plane work + docs MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Captures the working-tree TurboQuant work (control-plane + evidence types, tests, and the turboquant-implementation docs/baselines) as a green checkpoint at the current MLX pin pair (mlx-swift 609e833 + mlx-swift-lm 725add5). PinesCore builds and all 227 PinesCore tests pass, including TurboQuantPinDriftTests. Note: the mlx-swift-lm pin bump to pick up the N2 self-speculation API (makeGenerationIterator + GenerateParameters.selfSpeculationMode) is intentionally NOT included here — it requires regenerating compatibility-pair.json via the validation harness (the evidence artifact must not be hand-edited), which needs the deferred A-series device run for full evidence. See the mlx-swift-lm overhaul handoff (N2 Pines section) for the exact pin-coordination sequence. Co-Authored-By: Claude Opus 4.8 (1M context) --- Pines/Runtime/MLXRuntimeBridge.swift | 106 ++ .../PinesCore/Inference/InferenceTypes.swift | 3 + .../PinesCore/Inference/RuntimeTypes.swift | 199 +++- .../Inference/TurboQuantBenchmarkReport.swift | 253 ++++- .../KVLayerPolicyControlPlaneTests.swift | 38 + .../TurboQuantWave1ControlPlaneTests.swift | 2 + .../TurboQuantWave3EvidenceTests.swift | 175 ++++ docs/RELEASES.md | 4 +- docs/STATUS.md | 4 +- docs/TURBOQUANT.md | 40 +- .../00-current-state.md | 14 +- .../06-quality-gates.md | 33 + .../07-benchmark-evidence.md | 31 + .../12-validation-and-release-gates.md | 38 +- .../16-current-paths-and-benchmarks.md | 210 ++++ .../17-lower-v-sparse-v-optimization-plan.md | 207 ++++ .../18-multi-worker-execution-manifest.json | 917 ++++++++++++++++++ .../18-multi-worker-execution.md | 75 ++ docs/turboquant-implementation/README.md | 15 +- ...T144308Z-k8vx-realmodel-quality-speed.json | 54 ++ ...01T144308Z-k8vx-realmodel-quality-speed.md | 82 ++ .../compatibility-pair.json | 3 +- scripts/diagnostics/turboquant-worker-plan.py | 339 +++++++ 23 files changed, 2823 insertions(+), 19 deletions(-) create mode 100644 Tests/PinesCoreTests/KVLayerPolicyControlPlaneTests.swift create mode 100644 docs/turboquant-implementation/16-current-paths-and-benchmarks.md create mode 100644 docs/turboquant-implementation/17-lower-v-sparse-v-optimization-plan.md create mode 100644 docs/turboquant-implementation/18-multi-worker-execution-manifest.json create mode 100644 docs/turboquant-implementation/18-multi-worker-execution.md create mode 100644 docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.json create mode 100644 docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md create mode 100644 scripts/diagnostics/turboquant-worker-plan.py diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 9e6e4d7..84ee439 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -1254,6 +1254,9 @@ struct MLXRuntimeBridge: Sendable { turboQuantPrecisionPolicy: admission.useTurboQuant ? turboQuantDefaults?.precisionPolicy : nil, + turboQuantKVLayerPolicy: admission.useTurboQuant + ? turboQuantDefaults?.kvLayerPolicy + : nil, turboQuantSparseValuePolicy: admission.useTurboQuant ? turboQuantDefaults?.sparseValuePolicy ?? .productDefault : .off, @@ -1321,6 +1324,7 @@ struct MLXRuntimeBridge: Sendable { var valueBits: Int? var runtimeMode: PinesCore.TurboQuantRuntimeMode var precisionPolicy: PinesCore.TurboQuantKVPrecisionPolicy + var kvLayerPolicy: PinesCore.KVLayerPolicy? var sparseValuePolicy: PinesCore.TurboQuantSparseValuePolicy var optimizationPolicy: PinesCore.TurboQuantOptimizationPolicy var profileID: String? @@ -2168,6 +2172,8 @@ struct MLXRuntimeBridge: Sendable { resolvedRuntimeMode: pinesTurboQuantRuntimeMode(from: plan.resolvedRuntimeMode), precisionPolicy: pinesTurboQuantPrecisionPolicy(from: plan.precisionPolicy), runtimeFallbackReason: plan.runtimeFallbackReason, + kvLayerPolicyHash: plan.kvLayerPolicyHash, + kvLayerPolicySummary: plan.kvLayerPolicySummary, rawBytesPerToken: plan.rawBytesPerToken, packedFallbackBytesPerToken: plan.packedFallbackBytesPerToken, compressedBytesPerToken: plan.compressedBytesPerToken, @@ -2370,6 +2376,7 @@ struct MLXRuntimeBridge: Sendable { valueBits: profile.valueBits, runtimeMode: runtimeMode, precisionPolicy: precisionPolicy, + kvLayerPolicy: Self.coreKVLayerPolicy(from: profile.turboQuant.kvLayerPolicy), sparseValuePolicy: .productDefault, optimizationPolicy: profilePolicy, profileID: profile.id, @@ -2386,6 +2393,7 @@ struct MLXRuntimeBridge: Sendable { valueBits: PinesCore.TurboQuantPreset.conservativeFallback.defaultValueBits, runtimeMode: .auto, precisionPolicy: PinesCore.TurboQuantKVPrecisionPolicy(key: .fp16OrQ8, value: .turbo4v2), + kvLayerPolicy: nil, sparseValuePolicy: .productDefault, optimizationPolicy: deviceOptimizationPolicy, profileID: nil, @@ -2497,6 +2505,47 @@ struct MLXRuntimeBridge: Sendable { } } + #if canImport(MLXLMCommon) + private static func coreKVLayerPolicy( + from policy: MLXLMCommon.KVLayerPolicy? + ) -> PinesCore.KVLayerPolicy? { + guard let policy else { return nil } + return PinesCore.KVLayerPolicy( + defaultCodec: policy.defaultCodec.map(coreKVLayerCodec(from:)), + rules: policy.rules.map { + PinesCore.KVLayerRule( + layerIndex: $0.layerIndex, + codec: coreKVLayerCodec(from: $0.codec) + ) + } + ) + } + + private static func coreKVLayerCodec( + from codec: MLXLMCommon.KVLayerCodec + ) -> PinesCore.KVLayerCodec { + switch codec { + case .inherit: + return .inherit + case .rawFP16: + return .rawFP16 + case .mlxAffine(let bits, let groupSize): + return .mlxAffine(bits: bits, groupSize: groupSize) + case .affineK8V4: + return .affineK8V4 + case .affineInt4: + return .affineInt4 + case .turboQuant(let preset, let valueBits, let groupSize, let backend): + return .turboQuant( + preset: coreTurboQuantPreset(from: preset), + valueBits: valueBits, + groupSize: groupSize, + backend: coreTurboQuantBackend(from: backend) + ) + } + } + #endif + private static func coreTurboQuantKernelProfile( from profile: MLX.TurboQuantKernelProfile ) -> PinesCore.TurboQuantKernelProfile { @@ -4608,6 +4657,7 @@ private actor MLXRuntimeState { kvGroupSize: profile.quantization.kvGroupSize, quantizedKVStart: profile.quantization.quantizedKVStart, kvCacheStrategy: resolvedMLXKVCacheStrategy, + kvLayerPolicy: Self.mlxKVLayerPolicy(from: profile.quantization.turboQuantKVLayerPolicy), turboQuantPreset: Self.mlxTurboQuantPreset(from: profile.quantization.preset), turboQuantBackend: Self.mlxTurboQuantBackend(from: profile.quantization.requestedBackend), turboQuantOptimizationPolicy: Self.mlxTurboQuantOptimizationPolicy( @@ -4649,6 +4699,7 @@ private actor MLXRuntimeState { kvGroupSize: profile.quantization.kvGroupSize, quantizedKVStart: profile.quantization.quantizedKVStart, kvCacheStrategy: resolvedMLXKVCacheStrategy, + kvLayerPolicy: Self.mlxKVLayerPolicy(from: profile.quantization.turboQuantKVLayerPolicy), turboQuantPreset: Self.mlxTurboQuantPreset(from: profile.quantization.preset), turboQuantBackend: Self.mlxTurboQuantBackend(from: profile.quantization.requestedBackend), turboQuantOptimizationPolicy: Self.mlxTurboQuantOptimizationPolicy( @@ -4863,6 +4914,45 @@ private actor MLXRuntimeState { return MLXLMCommon.TurboQuantBackend(rawValue: backend.rawValue) ?? .metalPolarQJL } + private static func mlxKVLayerPolicy( + from policy: PinesCore.KVLayerPolicy? + ) -> MLXLMCommon.KVLayerPolicy? { + guard let policy else { return nil } + return MLXLMCommon.KVLayerPolicy( + defaultCodec: policy.defaultCodec.map(mlxKVLayerCodec(from:)), + rules: policy.rules.map { + MLXLMCommon.KVLayerRule( + layerIndex: $0.layerIndex, + codec: mlxKVLayerCodec(from: $0.codec) + ) + } + ) + } + + private static func mlxKVLayerCodec( + from codec: PinesCore.KVLayerCodec + ) -> MLXLMCommon.KVLayerCodec { + switch codec { + case .inherit: + return .inherit + case .rawFP16: + return .rawFP16 + case .mlxAffine(let bits, let groupSize): + return .mlxAffine(bits: bits, groupSize: groupSize) + case .affineK8V4: + return .affineK8V4 + case .affineInt4: + return .affineInt4 + case .turboQuant(let preset, let valueBits, let groupSize, let backend): + return .turboQuant( + preset: MLXLMCommon.TurboQuantPreset(rawValue: preset.rawValue) ?? .turbo4v2, + valueBits: valueBits, + groupSize: groupSize, + backend: mlxTurboQuantBackend(from: backend) + ) + } + } + #if PINES_TQ_WAVE6_API private static func mlxTurboQuantRuntimeMode( from mode: PinesCore.TurboQuantRuntimeMode? @@ -5089,6 +5179,14 @@ private actor MLXRuntimeState { metadata[LocalProviderMetadataKeys.turboQuantPrecisionPolicyJSON] = MLXRuntimeBridge.metadataJSON(precisionPolicy) } + if let kvLayerPolicy = profile.quantization.turboQuantKVLayerPolicy { + metadata[LocalProviderMetadataKeys.turboQuantKVLayerPolicyJSON] = + MLXRuntimeBridge.metadataJSON(kvLayerPolicy) + metadata[LocalProviderMetadataKeys.turboQuantKVLayerPolicyHash] = + kvLayerPolicy.stableHash + metadata[LocalProviderMetadataKeys.turboQuantKVLayerPolicySummary] = + kvLayerPolicy.summary() + } if let sparseValuePolicy { metadata[LocalProviderMetadataKeys.turboQuantSparseValuePolicyJSON] = MLXRuntimeBridge.metadataJSON(sparseValuePolicy) @@ -5179,6 +5277,14 @@ private actor MLXRuntimeState { metadata[LocalProviderMetadataKeys.turboQuantPrecisionPolicyJSON] = MLXRuntimeBridge.metadataJSON(precisionPolicy) } + if turboQuantPlanned, let kvLayerPolicy = quantization.turboQuantKVLayerPolicy { + metadata[LocalProviderMetadataKeys.turboQuantKVLayerPolicyJSON] = + MLXRuntimeBridge.metadataJSON(kvLayerPolicy) + metadata[LocalProviderMetadataKeys.turboQuantKVLayerPolicyHash] = + kvLayerPolicy.stableHash + metadata[LocalProviderMetadataKeys.turboQuantKVLayerPolicySummary] = + kvLayerPolicy.summary() + } if turboQuantPlanned, let sparseValuePolicy = quantization.turboQuantSparseValuePolicy { metadata[LocalProviderMetadataKeys.turboQuantSparseValuePolicyJSON] = MLXRuntimeBridge.metadataJSON(sparseValuePolicy) diff --git a/Sources/PinesCore/Inference/InferenceTypes.swift b/Sources/PinesCore/Inference/InferenceTypes.swift index 6ff611c..7f9f59b 100644 --- a/Sources/PinesCore/Inference/InferenceTypes.swift +++ b/Sources/PinesCore/Inference/InferenceTypes.swift @@ -22,6 +22,9 @@ public enum LocalProviderMetadataKeys { public static let turboQuantKeyPrecision = "local.turboquant.key_precision" public static let turboQuantValuePrecision = "local.turboquant.value_precision" public static let turboQuantPrecisionPolicyJSON = "local.turboquant.precision_policy_json" + public static let turboQuantKVLayerPolicyJSON = "local.turboquant.kv_layer_policy_json" + public static let turboQuantKVLayerPolicyHash = "local.turboquant.kv_layer_policy_hash" + public static let turboQuantKVLayerPolicySummary = "local.turboquant.kv_layer_policy_summary" public static let turboQuantSparseValuePolicyJSON = "local.turboquant.sparse_value_policy_json" public static let turboQuantEffectiveBackend = "local.turboquant.effective_backend" public static let turboQuantNativeBackendVersion = "local.turboquant.native_backend_version" diff --git a/Sources/PinesCore/Inference/RuntimeTypes.swift b/Sources/PinesCore/Inference/RuntimeTypes.swift index 2789f49..4feedd5 100644 --- a/Sources/PinesCore/Inference/RuntimeTypes.swift +++ b/Sources/PinesCore/Inference/RuntimeTypes.swift @@ -361,21 +361,39 @@ public enum TurboQuantRuntimeBackend: String, Codable, Sendable, CaseIterable { } public enum TurboQuantAttentionPath: String, Codable, Sendable, CaseIterable { + case nativeMLXCompressed case onlineFused case tiledOnlineFused + case sparseValueTwoStageCompressed case twoStageCompressed + case affineInt4Native + case affineK8V4Native + case affineK8VxNative + case affineK8VxResidual case mlxPackedFallback case baseline case unavailable public var displayName: String { switch self { + case .nativeMLXCompressed: + "Native MLX compressed" case .onlineFused: "Online fused compressed" case .tiledOnlineFused: "Tiled online fused compressed" + case .sparseValueTwoStageCompressed: + "Sparse-V two-stage compressed" case .twoStageCompressed: "Two-stage compressed" + case .affineInt4Native: + "Native affine int4" + case .affineK8V4Native: + "Native affine K8/V4" + case .affineK8VxNative: + "Native affine K8/Vx" + case .affineK8VxResidual: + "Native affine K8/Vx residual" case .mlxPackedFallback: "MLX packed fallback" case .baseline: @@ -586,9 +604,7 @@ public enum TurboQuantSparseValuePolicy: Hashable, Codable, Sendable { case force(threshold: Float) public static let defaultAutoThreshold: Float = 1e-6 - public static let productDefault = TurboQuantSparseValuePolicy.auto( - threshold: defaultAutoThreshold - ) + public static let productDefault = TurboQuantSparseValuePolicy.off private enum CodingKeys: String, CodingKey { case kind @@ -868,6 +884,8 @@ public struct TurboQuantMemoryPlan: Hashable, Codable, Sendable { public var resolvedRuntimeMode: TurboQuantRuntimeMode? public var precisionPolicy: TurboQuantKVPrecisionPolicy? public var runtimeFallbackReason: String? + public var kvLayerPolicyHash: String? + public var kvLayerPolicySummary: String? public var rawBytesPerToken: Int public var packedFallbackBytesPerToken: Int public var compressedBytesPerToken: Int @@ -893,6 +911,8 @@ public struct TurboQuantMemoryPlan: Hashable, Codable, Sendable { resolvedRuntimeMode: TurboQuantRuntimeMode? = nil, precisionPolicy: TurboQuantKVPrecisionPolicy? = nil, runtimeFallbackReason: String? = nil, + kvLayerPolicyHash: String? = nil, + kvLayerPolicySummary: String? = nil, rawBytesPerToken: Int, packedFallbackBytesPerToken: Int, compressedBytesPerToken: Int, @@ -917,6 +937,8 @@ public struct TurboQuantMemoryPlan: Hashable, Codable, Sendable { self.resolvedRuntimeMode = resolvedRuntimeMode self.precisionPolicy = precisionPolicy self.runtimeFallbackReason = runtimeFallbackReason + self.kvLayerPolicyHash = kvLayerPolicyHash + self.kvLayerPolicySummary = kvLayerPolicySummary self.rawBytesPerToken = rawBytesPerToken self.packedFallbackBytesPerToken = packedFallbackBytesPerToken self.compressedBytesPerToken = compressedBytesPerToken @@ -980,6 +1002,172 @@ public enum KVCacheStrategy: String, Codable, Sendable, CaseIterable { case turboQuant } +public enum KVLayerCodec: Hashable, Codable, Sendable { + case inherit + case rawFP16 + case mlxAffine(bits: Int, groupSize: Int) + case affineK8V4 + case affineInt4 + case turboQuant( + preset: TurboQuantPreset, + valueBits: Int?, + groupSize: Int, + backend: TurboQuantRuntimeBackend + ) + + private enum CodingKeys: String, CodingKey { + case kind + case bits + case groupSize + case preset + case valueBits + case backend + } + + private enum Kind: String, Codable { + case inherit + case rawFP16 + case mlxAffine + case affineK8V4 + case affineInt4 + case turboQuant + } + + public init(from decoder: Decoder) throws { + let container = try decoder.container(keyedBy: CodingKeys.self) + switch try container.decode(Kind.self, forKey: .kind) { + case .inherit: + self = .inherit + case .rawFP16: + self = .rawFP16 + case .mlxAffine: + self = .mlxAffine( + bits: try container.decode(Int.self, forKey: .bits), + groupSize: try container.decodeIfPresent(Int.self, forKey: .groupSize) ?? 64 + ) + case .affineK8V4: + self = .affineK8V4 + case .affineInt4: + self = .affineInt4 + case .turboQuant: + self = .turboQuant( + preset: try container.decode(TurboQuantPreset.self, forKey: .preset), + valueBits: try container.decodeIfPresent(Int.self, forKey: .valueBits), + groupSize: try container.decodeIfPresent(Int.self, forKey: .groupSize) ?? 64, + backend: try container.decodeIfPresent(TurboQuantRuntimeBackend.self, forKey: .backend) + ?? .metalPolarQJL + ) + } + } + + public func encode(to encoder: Encoder) throws { + var container = encoder.container(keyedBy: CodingKeys.self) + switch self { + case .inherit: + try container.encode(Kind.inherit, forKey: .kind) + case .rawFP16: + try container.encode(Kind.rawFP16, forKey: .kind) + case .mlxAffine(let bits, let groupSize): + try container.encode(Kind.mlxAffine, forKey: .kind) + try container.encode(bits, forKey: .bits) + try container.encode(groupSize, forKey: .groupSize) + case .affineK8V4: + try container.encode(Kind.affineK8V4, forKey: .kind) + case .affineInt4: + try container.encode(Kind.affineInt4, forKey: .kind) + case .turboQuant(let preset, let valueBits, let groupSize, let backend): + try container.encode(Kind.turboQuant, forKey: .kind) + try container.encode(preset, forKey: .preset) + try container.encodeIfPresent(valueBits, forKey: .valueBits) + try container.encode(groupSize, forKey: .groupSize) + try container.encode(backend, forKey: .backend) + } + } + + public var summary: String { + switch self { + case .inherit: + "inherit" + case .rawFP16: + "rawFP16" + case .mlxAffine(let bits, let groupSize): + "mlxAffine\(bits)g\(groupSize)" + case .affineK8V4: + "affineK8V4" + case .affineInt4: + "affineInt4" + case .turboQuant(let preset, let valueBits, let groupSize, let backend): + "turboQuant(\(preset.rawValue),v\(valueBits.map(String.init) ?? "default"),g\(groupSize),\(backend.rawValue))" + } + } + + fileprivate var canonicalString: String { + switch self { + case .inherit: + "inherit" + case .rawFP16: + "rawFP16" + case .mlxAffine(let bits, let groupSize): + "mlxAffine(bits:\(bits),groupSize:\(groupSize))" + case .affineK8V4: + "affineK8V4" + case .affineInt4: + "affineInt4" + case .turboQuant(let preset, let valueBits, let groupSize, let backend): + "turboQuant(preset:\(preset.rawValue),valueBits:\(valueBits.map(String.init) ?? "nil"),groupSize:\(groupSize),backend:\(backend.rawValue))" + } + } +} + +public struct KVLayerRule: Hashable, Codable, Sendable { + public var layerIndex: Int + public var codec: KVLayerCodec + + public init(layerIndex: Int, codec: KVLayerCodec) { + self.layerIndex = layerIndex + self.codec = codec + } +} + +public struct KVLayerPolicy: Hashable, Codable, Sendable { + public var defaultCodec: KVLayerCodec? + public var rules: [KVLayerRule] + + public init(defaultCodec: KVLayerCodec? = nil, rules: [KVLayerRule] = []) { + self.defaultCodec = defaultCodec + self.rules = rules + } + + public var stableHash: String { + var hash: UInt64 = 0xcbf2_9ce4_8422_2325 + for byte in canonicalString.utf8 { + hash ^= UInt64(byte) + hash &*= 0x0000_0100_0000_01b3 + } + return String(format: "%016llx", hash) + } + + public func summary(maxRules: Int = 8) -> String { + let visible = rules.sorted { $0.layerIndex < $1.layerIndex } + .prefix(max(0, maxRules)) + .map { "\($0.layerIndex):\($0.codec.summary)" } + let suffix = rules.count > visible.count ? ",+\(rules.count - visible.count)" : "" + return "default=\(defaultCodec?.summary ?? "inherit");layers=[\(visible.joined(separator: ","))\(suffix)]" + } + + private var canonicalString: String { + var parts = ["default:\(defaultCodec?.canonicalString ?? "nil")"] + for rule in rules.sorted(by: { lhs, rhs in + lhs.layerIndex == rhs.layerIndex + ? lhs.codec.canonicalString < rhs.codec.canonicalString + : lhs.layerIndex < rhs.layerIndex + }) { + parts.append("\(rule.layerIndex):\(rule.codec.canonicalString)") + } + return parts.joined(separator: "|") + } +} + public enum DevicePerformanceClass: String, Codable, Sendable, CaseIterable { case a16Compact case a17Pro @@ -1305,6 +1493,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { public var turboQuantKeyPrecision: TurboQuantKeyPrecision? public var turboQuantValuePrecision: TurboQuantValuePrecision? public var turboQuantPrecisionPolicy: TurboQuantKVPrecisionPolicy? + public var turboQuantKVLayerPolicy: KVLayerPolicy? public var turboQuantSparseValuePolicy: TurboQuantSparseValuePolicy? public var turboQuantEffectiveBackend: TurboQuantAttentionBackendEngine? public var turboQuantNativeBackendVersion: String? @@ -1351,6 +1540,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { case turboQuantKeyPrecision case turboQuantValuePrecision case turboQuantPrecisionPolicy + case turboQuantKVLayerPolicy case turboQuantSparseValuePolicy case turboQuantEffectiveBackend case turboQuantNativeBackendVersion @@ -1398,6 +1588,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { turboQuantKeyPrecision: TurboQuantKeyPrecision? = nil, turboQuantValuePrecision: TurboQuantValuePrecision? = nil, turboQuantPrecisionPolicy: TurboQuantKVPrecisionPolicy? = nil, + turboQuantKVLayerPolicy: KVLayerPolicy? = nil, turboQuantSparseValuePolicy: TurboQuantSparseValuePolicy? = nil, turboQuantEffectiveBackend: TurboQuantAttentionBackendEngine? = nil, turboQuantNativeBackendVersion: String? = nil, @@ -1443,6 +1634,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { self.turboQuantKeyPrecision = turboQuantKeyPrecision self.turboQuantValuePrecision = turboQuantValuePrecision self.turboQuantPrecisionPolicy = turboQuantPrecisionPolicy + self.turboQuantKVLayerPolicy = turboQuantKVLayerPolicy self.turboQuantSparseValuePolicy = turboQuantSparseValuePolicy self.turboQuantEffectiveBackend = turboQuantEffectiveBackend self.turboQuantNativeBackendVersion = turboQuantNativeBackendVersion @@ -1491,6 +1683,7 @@ public struct QuantizationProfile: Hashable, Codable, Sendable { turboQuantKeyPrecision = try container.decodeIfPresent(TurboQuantKeyPrecision.self, forKey: .turboQuantKeyPrecision) turboQuantValuePrecision = try container.decodeIfPresent(TurboQuantValuePrecision.self, forKey: .turboQuantValuePrecision) turboQuantPrecisionPolicy = try container.decodeIfPresent(TurboQuantKVPrecisionPolicy.self, forKey: .turboQuantPrecisionPolicy) + turboQuantKVLayerPolicy = try container.decodeIfPresent(KVLayerPolicy.self, forKey: .turboQuantKVLayerPolicy) turboQuantSparseValuePolicy = try container.decodeIfPresent(TurboQuantSparseValuePolicy.self, forKey: .turboQuantSparseValuePolicy) turboQuantEffectiveBackend = try container.decodeIfPresent(TurboQuantAttentionBackendEngine.self, forKey: .turboQuantEffectiveBackend) turboQuantNativeBackendVersion = try container.decodeIfPresent(String.self, forKey: .turboQuantNativeBackendVersion) diff --git a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift index c2637f1..ee99de1 100644 --- a/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift +++ b/Sources/PinesCore/Inference/TurboQuantBenchmarkReport.swift @@ -184,6 +184,7 @@ public struct TurboQuantBenchmarkMetrics: Hashable, Codable, Sendable { public var fallbackReason: String? public var jetsamObserved: Bool public var speculativeTelemetry: TurboQuantSpeculativeTelemetry? + public var lowerVAndSparseV: TurboQuantLowerVAndSparseVReport? public init( contextTokens: Int, @@ -203,7 +204,8 @@ public struct TurboQuantBenchmarkMetrics: Hashable, Codable, Sendable { fallbackUsed: Bool = false, fallbackReason: String? = nil, jetsamObserved: Bool = false, - speculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil + speculativeTelemetry: TurboQuantSpeculativeTelemetry? = nil, + lowerVAndSparseV: TurboQuantLowerVAndSparseVReport? = nil ) { self.contextTokens = max(0, contextTokens) self.firstTokenLatencyMS = firstTokenLatencyMS @@ -223,6 +225,151 @@ public struct TurboQuantBenchmarkMetrics: Hashable, Codable, Sendable { self.fallbackReason = fallbackReason self.jetsamObserved = jetsamObserved self.speculativeTelemetry = speculativeTelemetry + self.lowerVAndSparseV = lowerVAndSparseV + } +} + +public enum TurboQuantValueBitPolicy: String, Hashable, Codable, Sendable { + case denseV4 + case calibratedV3 + case calibratedV2 + case residualVx +} + +public enum TurboQuantSparseVSelectionMode: Hashable, Sendable { + case threshold + case topK + case cumulativeMass + case hybridCumulativeMassTopK + + public var rawValue: String { + switch self { + case .threshold: + "threshold" + case .topK: + "topK" + case .cumulativeMass: + "cumulativeMass" + case .hybridCumulativeMassTopK: + "hybridCumulativeMassTopK" + } + } + + public init?(rawValue: String) { + switch rawValue.trimmingCharacters(in: .whitespacesAndNewlines) + .replacingOccurrences(of: "_", with: "-") + .lowercased() + { + case "threshold": + self = .threshold + case "topk", "top-k": + self = .topK + case "cumulativemass", "cumulative-mass", "mass": + self = .cumulativeMass + case "hybrid", "hybrid-cumulative", "hybrid-cumulative-mass-top-k", + "hybridcumulativemasstopk": + self = .hybridCumulativeMassTopK + default: + return nil + } + } +} + +extension TurboQuantSparseVSelectionMode: Codable { + public init(from decoder: Decoder) throws { + let container = try decoder.singleValueContainer() + let raw = try container.decode(String.self) + guard let mode = Self(rawValue: raw) else { + throw DecodingError.dataCorruptedError( + in: container, + debugDescription: "Unknown Sparse-V selection mode '\(raw)'." + ) + } + self = mode + } + + public func encode(to encoder: Encoder) throws { + var container = encoder.singleValueContainer() + try container.encode(rawValue) + } +} + +public struct TurboQuantLowerVAndSparseVReport: Hashable, Codable, Sendable { + public var referenceConfig: String + public var candidateConfig: String + public var valueBits: Int? + public var valueBitPolicy: TurboQuantValueBitPolicy? + public var sparseVMode: TurboQuantSparseVSelectionMode? + public var sparseVTopK: Int? + public var sparseVCumulativeMass: Double? + public var sparseVMaxTopK: Int? + public var selectionLatencyMS: Double? + public var qkMS: Double? + public var softmaxMS: Double? + public var maskOrCompactionMS: Double? + public var avLatencyMS: Double? + public var totalMS: Double? + public var denseK8V4ReferenceMS: Double? + public var skippedValueTokens: Int? + public var consideredValueTokens: Int? + public var retainedMass: Double? + public var skipRatio: Double? + public var fallbackCount: Int + public var fallbackReason: String? + public var actualMixedBitsPerValue: Double? + public var layerIndex: Int? + public var headIndex: Int? + + public init( + referenceConfig: String, + candidateConfig: String, + valueBits: Int? = nil, + valueBitPolicy: TurboQuantValueBitPolicy? = nil, + sparseVMode: TurboQuantSparseVSelectionMode? = nil, + sparseVTopK: Int? = nil, + sparseVCumulativeMass: Double? = nil, + sparseVMaxTopK: Int? = nil, + selectionLatencyMS: Double? = nil, + qkMS: Double? = nil, + softmaxMS: Double? = nil, + maskOrCompactionMS: Double? = nil, + avLatencyMS: Double? = nil, + totalMS: Double? = nil, + denseK8V4ReferenceMS: Double? = nil, + skippedValueTokens: Int? = nil, + consideredValueTokens: Int? = nil, + retainedMass: Double? = nil, + skipRatio: Double? = nil, + fallbackCount: Int = 0, + fallbackReason: String? = nil, + actualMixedBitsPerValue: Double? = nil, + layerIndex: Int? = nil, + headIndex: Int? = nil + ) { + self.referenceConfig = referenceConfig + self.candidateConfig = candidateConfig + self.valueBits = valueBits.map { max(0, $0) } + self.valueBitPolicy = valueBitPolicy + self.sparseVMode = sparseVMode + self.sparseVTopK = sparseVTopK.map { max(0, $0) } + self.sparseVCumulativeMass = sparseVCumulativeMass.map { max(0, min(1, $0)) } + self.sparseVMaxTopK = sparseVMaxTopK.map { max(0, $0) } + self.selectionLatencyMS = selectionLatencyMS.map { max(0, $0) } + self.qkMS = qkMS.map { max(0, $0) } + self.softmaxMS = softmaxMS.map { max(0, $0) } + self.maskOrCompactionMS = maskOrCompactionMS.map { max(0, $0) } + self.avLatencyMS = avLatencyMS.map { max(0, $0) } + self.totalMS = totalMS.map { max(0, $0) } + self.denseK8V4ReferenceMS = denseK8V4ReferenceMS.map { max(0, $0) } + self.skippedValueTokens = skippedValueTokens.map { max(0, $0) } + self.consideredValueTokens = consideredValueTokens.map { max(0, $0) } + self.retainedMass = retainedMass.map { max(0, min(1, $0)) } + self.skipRatio = skipRatio.map { max(0, min(1, $0)) } + self.fallbackCount = max(0, fallbackCount) + self.fallbackReason = fallbackReason + self.actualMixedBitsPerValue = actualMixedBitsPerValue.map { max(0, $0) } + self.layerIndex = layerIndex.map { max(0, $0) } + self.headIndex = headIndex.map { max(0, $0) } } } @@ -238,6 +385,7 @@ public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, S case memoryGateFailed(String) case speculativeGateFailed(String) case platformGateFailed(String) + case lowerVAndSparseVGateFailed(String) case verifiedEvidenceDisabled case certifiedEvidenceDisabled @@ -265,6 +413,8 @@ public enum TurboQuantBenchmarkImportFailure: Error, Hashable, LocalizedError, S reason case .platformGateFailed(let reason): reason + case .lowerVAndSparseVGateFailed(let reason): + reason case .verifiedEvidenceDisabled: "Verified evidence import is disabled by policy." case .certifiedEvidenceDisabled: @@ -579,9 +729,13 @@ public struct TurboQuantCoreBenchmarkAdapter: Sendable { switch path { case .baseline: .rawSDPA - case .onlineFused, .tiledOnlineFused, .twoStageCompressed: + case .nativeMLXCompressed, .affineK8V4Native, .affineK8VxNative, + .affineK8VxResidual: + .nativeMLX + case .onlineFused, .tiledOnlineFused, .sparseValueTwoStageCompressed, + .twoStageCompressed: .swiftMetalKernel - case .mlxPackedFallback: + case .affineInt4Native, .mlxPackedFallback: .decodedReference case .unavailable: .unavailable @@ -705,6 +859,7 @@ public struct TurboQuantBenchmarkImporter: Sendable { ) } try Self.requireProductEvidenceDimensions(report) + try Self.requireLowerVAndSparseVEvidence(report) if policy.requestedEvidenceLevel == .certified { try Self.requireCertifiedEvidenceMetrics(report) } @@ -774,6 +929,98 @@ public struct TurboQuantBenchmarkImporter: Sendable { } } + private static func valueBits(_ valuePrecision: TurboQuantValuePrecision?) -> Int? { + switch valuePrecision { + case .fp16: + nil + case .turbo8: + 8 + case .turbo4v2: + 4 + case .turbo3_5: + 3 + case .turbo2_5: + 2 + case nil: + nil + } + } + + private static func sparseVEnabled(_ policy: TurboQuantSparseValuePolicy?) -> Bool { + switch policy { + case .auto, .force: + true + case .off, nil: + false + } + } + + private static func requireLowerVAndSparseVEvidence( + _ report: TurboQuantBenchmarkReport + ) throws { + let resolvedValueBits = + valueBits(report.runtime.precisionPolicy?.value) + ?? valueBits(report.runtime.valuePrecision) + ?? report.runtime.valueBits + let lowerVActive = resolvedValueBits.map { $0 < 4 } ?? false + let sparseVActive = sparseVEnabled(report.runtime.sparseValuePolicy) + let lowerSectionActive = + (report.metrics.lowerVAndSparseV?.valueBits.map { $0 < 4 } ?? false) + || report.metrics.lowerVAndSparseV?.sparseVMode != nil + + guard lowerVActive || sparseVActive || lowerSectionActive else { return } + guard let evidence = report.metrics.lowerVAndSparseV else { + throw TurboQuantBenchmarkImportFailure.lowerVAndSparseVGateFailed( + "Verified lower-V or Sparse-V evidence requires a lowerVAndSparseV section with dense-reference diagnostics." + ) + } + + var missing: [String] = [] + if evidence.referenceConfig.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { + missing.append("reference config") + } + if evidence.candidateConfig.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { + missing.append("candidate config") + } + if lowerVActive && evidence.valueBitPolicy == nil { + missing.append("value-bit policy") + } + if sparseVActive || evidence.sparseVMode != nil { + if evidence.retainedMass == nil { + missing.append("retained mass") + } + if evidence.skippedValueTokens == nil || evidence.consideredValueTokens == nil { + missing.append("Sparse-V token counts") + } + if evidence.denseK8V4ReferenceMS == nil { + missing.append("dense K8/V4 reference latency") + } + if evidence.selectionLatencyMS == nil { + missing.append("selection latency") + } + if evidence.avLatencyMS == nil { + missing.append("AV latency") + } + } + if evidence.fallbackCount > 0, + evidence.fallbackReason?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty != false { + missing.append("fallback reason") + } + + guard missing.isEmpty else { + throw TurboQuantBenchmarkImportFailure.lowerVAndSparseVGateFailed( + "Verified lower-V or Sparse-V evidence requires: \(missing.joined(separator: ", "))." + ) + } + if evidence.fallbackCount > 0 + || evidence.fallbackReason?.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty == false + { + throw TurboQuantBenchmarkImportFailure.lowerVAndSparseVGateFailed( + "Verified lower-V or Sparse-V evidence must be fallback-free." + ) + } + } + private static func requireProductEvidenceDimensions( _ report: TurboQuantBenchmarkReport ) throws { diff --git a/Tests/PinesCoreTests/KVLayerPolicyControlPlaneTests.swift b/Tests/PinesCoreTests/KVLayerPolicyControlPlaneTests.swift new file mode 100644 index 0000000..df764b3 --- /dev/null +++ b/Tests/PinesCoreTests/KVLayerPolicyControlPlaneTests.swift @@ -0,0 +1,38 @@ +import Foundation +import PinesCore +import Testing + +@Suite("KV layer policy control plane") +struct KVLayerPolicyControlPlaneTests { + @Test + func quantizationProfileRoundTripsKVLayerPolicyAndMetadataValues() throws { + let policy = KVLayerPolicy( + defaultCodec: .turboQuant( + preset: .turbo4v2, + valueBits: 4, + groupSize: 64, + backend: .metalPolarQJL + ), + rules: [ + KVLayerRule(layerIndex: 3, codec: .affineK8V4), + KVLayerRule(layerIndex: 7, codec: .rawFP16), + ] + ) + let profile = QuantizationProfile( + kvCacheStrategy: .turboQuant, + turboQuantKVLayerPolicy: policy + ) + + let decoded = try JSONDecoder().decode( + QuantizationProfile.self, + from: JSONEncoder().encode(profile) + ) + + #expect(decoded.turboQuantKVLayerPolicy == policy) + #expect(policy.stableHash == decoded.turboQuantKVLayerPolicy?.stableHash) + #expect(policy.summary().contains("3:affineK8V4")) + #expect(LocalProviderMetadataKeys.turboQuantKVLayerPolicyJSON.contains("kv_layer_policy")) + #expect(LocalProviderMetadataKeys.turboQuantKVLayerPolicyHash.contains("hash")) + #expect(LocalProviderMetadataKeys.turboQuantKVLayerPolicySummary.contains("summary")) + } +} diff --git a/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift b/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift index 209f48f..ad6ad2a 100644 --- a/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave1ControlPlaneTests.swift @@ -89,6 +89,8 @@ struct TurboQuantWave1ControlPlaneTests { } @Test func wave1RuntimePolicyDTOsRoundTripCodable() throws { + #expect(TurboQuantSparseValuePolicy.productDefault == .off) + let precisionPolicy = TurboQuantKVPrecisionPolicy( key: .fp16OrQ8, value: .turbo4v2, diff --git a/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift index ff9328a..358e68f 100644 --- a/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift +++ b/Tests/PinesCoreTests/TurboQuantWave3EvidenceTests.swift @@ -174,6 +174,134 @@ struct TurboQuantWave3EvidenceTests { } } + @Test func benchmarkImporterRejectsLowerVPromotionWithoutDenseReferenceEvidence() throws { + var report = Self.report() + report.runtime.valueBits = 3 + report.runtime.valuePrecision = .turbo3_5 + report.runtime.precisionPolicy = TurboQuantKVPrecisionPolicy( + key: .fp16OrQ8, + value: .turbo3_5 + ) + + #expect( + throws: TurboQuantBenchmarkImportFailure.lowerVAndSparseVGateFailed( + "Verified lower-V or Sparse-V evidence requires a lowerVAndSparseV section with dense-reference diagnostics." + ) + ) { + _ = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + ) + } + } + + @Test func benchmarkImporterRejectsSparseVPromotionWithoutCostAndQualityFields() throws { + var report = Self.report() + report.runtime.sparseValuePolicy = .force(threshold: 1e-5) + report.metrics.lowerVAndSparseV = TurboQuantLowerVAndSparseVReport( + referenceConfig: "dense K8/V4", + candidateConfig: "K8/V4 Sparse-V threshold", + valueBits: 4, + valueBitPolicy: .denseV4, + sparseVMode: .threshold, + fallbackCount: 0 + ) + + #expect( + throws: TurboQuantBenchmarkImportFailure.lowerVAndSparseVGateFailed( + "Verified lower-V or Sparse-V evidence requires: retained mass, Sparse-V token counts, dense K8/V4 reference latency, selection latency, AV latency." + ) + ) { + _ = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + ) + } + } + + @Test func benchmarkImporterRejectsVerifiedSparseVFallbackRows() throws { + var report = Self.report() + report.runtime.sparseValuePolicy = .force(threshold: 1e-5) + report.metrics.lowerVAndSparseV = TurboQuantLowerVAndSparseVReport( + referenceConfig: "dense K8/V4", + candidateConfig: "K8/V4 Sparse-V threshold", + valueBits: 4, + valueBitPolicy: .denseV4, + sparseVMode: .threshold, + selectionLatencyMS: 0.1, + avLatencyMS: 0.5, + denseK8V4ReferenceMS: 0.8, + skippedValueTokens: 128, + consideredValueTokens: 512, + retainedMass: 0.997, + skipRatio: 0.25, + fallbackCount: 1, + fallbackReason: "native sparse path fell back to dense" + ) + + #expect( + throws: TurboQuantBenchmarkImportFailure.lowerVAndSparseVGateFailed( + "Verified lower-V or Sparse-V evidence must be fallback-free." + ) + ) { + _ = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + ) + } + } + + @Test func benchmarkImporterAcceptsVerifiedSparseVOnlyWithDenseReferenceDiagnostics() throws { + var report = Self.report() + report.runtime.sparseValuePolicy = .force(threshold: 1e-5) + report.metrics.lowerVAndSparseV = TurboQuantLowerVAndSparseVReport( + referenceConfig: "dense K8/V4", + candidateConfig: "K8/V4 Sparse-V threshold", + valueBits: 4, + valueBitPolicy: .denseV4, + sparseVMode: .threshold, + selectionLatencyMS: 0.1, + avLatencyMS: 0.5, + denseK8V4ReferenceMS: 0.8, + skippedValueTokens: 128, + consideredValueTokens: 512, + retainedMass: 0.997, + skipRatio: 0.25, + fallbackCount: 0 + ) + + let imported = try TurboQuantBenchmarkImporter().importReport( + report, + policy: TurboQuantBenchmarkImportPolicy( + acceptedCompatibilityPairIDs: [report.compatibilityPairID], + acceptedFallbackContractHashes: [report.runtime.fallbackContractHash], + acceptedLayoutVersions: [report.runtime.layoutVersion ?? 0], + requestedEvidenceLevel: .verified, + allowVerifiedEvidence: true + ) + ) + + #expect(imported.evidence.evidenceLevel == .verified) + } + @Test func benchmarkImporterRequiresExplicitCertifiedPolicy() throws { let report = Self.report() @@ -407,6 +535,53 @@ struct TurboQuantWave3EvidenceTests { #expect(report.metrics.decodedFallbackScratchBytes == 256) } + @Test func coreBenchmarkAdapterPreservesNativeAffinePathAndBackend() throws { + let core = TurboQuantCoreBenchmarkReport( + mlxSwiftCommit: "core-commit", + storageEstimate: TurboQuantCoreStorageEstimate(totalBytes: 384, actualBitsPerValue: 3.0), + pathDecision: TurboQuantCoreAttentionDecision( + selectedPath: .affineK8V4Native, + estimatedScratchBytes: 0 + ), + metrics: TurboQuantCoreBenchmarkMetrics( + contextTokens: 32_768, + headDimension: 128, + queryLength: 1, + preset: "turbo4v2", + valueBits: 4, + groupSize: 64, + layoutVersion: 4, + scaleStorage: "float32", + decodeTokensPerSecondP50: 140, + totalBytes: 384, + compressedKVBytes: 384, + actualBitsPerValue: 3.0 + ), + hiddenCopyAudit: TurboQuantCoreHiddenCopyAudit(status: .pass) + ) + var runtime = Self.report().runtime + runtime.attentionPath = nil + runtime.effectiveBackend = nil + runtime.layoutVersion = nil + let context = TurboQuantCoreBenchmarkAdapterContext( + compatibilityPairID: "pair-wave3", + device: Self.report().device, + model: Self.report().model, + runtime: runtime, + qualityGate: Self.report().qualityGate + ) + + let report = try TurboQuantCoreBenchmarkAdapter().benchmarkReport( + from: core, + context: context + ) + + #expect(report.runtime.attentionPath == .affineK8V4Native) + #expect(report.runtime.effectiveBackend == .nativeMLX) + #expect(report.runtime.layoutVersion == 4) + #expect(report.metrics.decodeTokensPerSecondP50 == 140) + } + @Test func qualityGateEvaluatorRecordsReasons() { let evaluated = TurboQuantQualityGateEvaluator().evaluated( TurboQuantQualityGate( diff --git a/docs/RELEASES.md b/docs/RELEASES.md index b2dd109..2e262ec 100644 --- a/docs/RELEASES.md +++ b/docs/RELEASES.md @@ -63,7 +63,7 @@ Until signing and App Store Connect automation are configured, releases publish Do not publish an unsigned `.ipa`. -Production distribution remains blocked until signed archive export, TestFlight/App Store upload, real-device TurboQuant acceptance, and final App Store privacy review are configured and passed. The current TurboQuant compatibility pair is non-green: focused local gates and exact-pin physical-device smoke pass, but that smoke is synthetic attention-shape evidence. Native backend performance parity and full real-model-inference benchmark/quality/fallback evidence remain incomplete. +Production distribution remains blocked until signed archive export, TestFlight/App Store upload, real-device TurboQuant acceptance, and final App Store privacy review are configured and passed. The current TurboQuant compatibility pair is non-green: focused local gates and exact-pin physical-device smoke pass, but that smoke is synthetic attention-shape evidence. The latest Mac real-model baseline keeps dense K8/V4 as the compressed reference; K8/V3, K8/V2, and Sparse-V remain non-promoted until real-model benchmark/quality/fallback evidence and iOS evidence pass. ## v0.1.0 Preview Readiness @@ -81,7 +81,7 @@ Before pushing the tag, verify: - `bash scripts/ci/run-xcode-validation.sh all` - `bash scripts/ci/package-release.sh v0.1.0` -For TurboQuant-related release candidates, also verify that `docs/turboquant-implementation/compatibility-pair.json` is synchronized with `project.yml`, `Pines.xcodeproj`, the Xcode `Package.resolved`, and `MLXRuntimeBridge.turboQuantCompatibilityPairID`. A green compatibility pair requires native backend performance, real-model-inference performance parity, current real-device app-host evidence, benchmark matrix coverage, and quality/memory/fallback gates; real-device profile evidence is still required before product compatibility labels can become `Verified` or `Certified`. +For TurboQuant-related release candidates, also verify that `docs/turboquant-implementation/compatibility-pair.json` is synchronized with `project.yml`, `Pines.xcodeproj`, the Xcode `Package.resolved`, and `MLXRuntimeBridge.turboQuantCompatibilityPairID`. A green compatibility pair requires native backend performance, real-model-inference performance parity or explicitly scoped capacity-mode status, current real-device app-host evidence, benchmark matrix coverage, lower-V/Sparse-V fallback evidence, and quality/memory/fallback gates; real-device profile evidence is still required before product compatibility labels can become `Verified` or `Certified`. ## Future TestFlight Pipeline diff --git a/docs/STATUS.md b/docs/STATUS.md index 8c60574..d94835e 100644 --- a/docs/STATUS.md +++ b/docs/STATUS.md @@ -1,6 +1,6 @@ # Implementation Status -This repository is a working foundation for `pines`, not a signed App Store distribution yet. The current TurboQuant compatibility pair is non-green: local gates and exact-pin physical-device smoke pass, but that smoke is synthetic attention-shape evidence. Native backend performance parity and full real-model-inference release benchmark/quality/fallback evidence are not complete. Model/device/mode `Verified` and `Certified` claims remain gated on accepted real-device evidence. +This repository is a working foundation for `pines`, not a signed App Store distribution yet. The current TurboQuant compatibility pair is non-green: local gates and exact-pin physical-device smoke pass, but that smoke is synthetic attention-shape evidence. The latest Mac real-model K8/Vx matrix shows dense K8/V4 passing current 32K/64K logit gates, while K8/V3 and K8/V2 still fail P95 max-logit-error gates. Native Sparse-V threshold/top-k/cumulative/hybrid modes are implemented but not promoted. Model/device/mode `Verified` and `Certified` claims remain gated on accepted real-device evidence. ## Implemented @@ -82,4 +82,4 @@ For a direct generic iOS build: xcodebuild -project Pines.xcodeproj -scheme Pines -destination 'generic/platform=iOS' build ``` -The current TurboQuant compatibility pair has passing focused local gates and exact-pin iOS app-host smoke evidence, but it is still non-green until the native backend performance, real-model-inference benchmark matrix, quality, memory, and fallback gates pass. +The current TurboQuant compatibility pair has passing focused local gates and exact-pin iOS app-host smoke evidence, but it is still non-green until native backend performance, real-model-inference benchmark matrix, quality, memory, Sparse-V/lower-V fallback, and physical-device gates pass. diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 9d5c1d8..121153a 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -11,7 +11,30 @@ The current pair is intentionally non-green. Wave 0 captured the baseline failur This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. -The pinned pair makes Layout V6 the default TurboQuant attention layout for device testing. Layout V6 uses a fixed-tail split-magnitude key layout for lower-bit Qwen precision candidates, while Layout V4 and V5 remain supported for legacy and A/B comparison runs until real-device evidence decides the production promotion surface. +The pinned pair supports Layout V6 for explicit device testing. Layout V6 uses a fixed-tail split-magnitude key layout for lower-bit Qwen precision candidates, while Layout V4 remains the production default for new attention layout requests until real-device evidence decides the promotion surface. + +Current testable runtime paths are documented in +`docs/turboquant-implementation/16-current-paths-and-benchmarks.md`. The short +version is: + +| Path | Label / strategy | Current role | +| --- | --- | --- | +| FP16 raw SDPA | `fp16`, `KVCacheStrategy.none` | Baseline and short-context production route when memory fits. | +| Affine K8/V4 | `affineK8V4`, `.affineK8V4` | Main compressed speed/quality candidate. | +| Affine K8/V3 | `affineK8V3`, `.affineK8Vx`, value bits `3` | Guarded lower-V experiment. | +| Affine K8/V2 | `affineK8V2`, `.affineK8Vx`, value bits `2` | Guarded lower-V experiment. | +| MLX affine Q8 | `mlxAffine-q8`, `.mlxAffine` | MLX-native affine comparison route. | +| Affine int4 | `affineInt4`, `.affineInt4` | Fast comparison route; quality-gated per model. | +| Polar/QJL TurboQuant | `turbo8`, `turbo4v2`, `turbo3_5`, `.turboQuant` | Capacity/diagnostic routes. | +| Hybrid selector | `.hybridTurboQuant` | Hot/cold cache and selector diagnostics; product promotion still requires real fused selected-block evidence. | +| Sparse-V | threshold/top-k/cumulative/hybrid | Native value-skip diagnostics are wired, but disabled by default until real-model quality and throughput gates pass. | + +The current benchmark runner for these paths is: + +```bash +cd /Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm +TQ_MODEL_DIR=/path/to/mlx-model scripts/run-turboquant-current-benchmarks.sh +``` ## Runtime Strategy @@ -73,12 +96,19 @@ Wave 0 parity verdict: `performanceParity=false`, `stabilityParity=partial`, `su ## Mac Real-Model Evidence -The current pins add the native affine K8/V4 speed route: keys stay affine K8, values use affine V4, and QK/softmax/AV execute through the mixed quantized SDPA path instead of the older quantized-matmul fallback. The route is production-wired in the MLX Swift LM cache and benchmark surfaces, but it is not a parity claim. +The current pins add the native affine K8/Vx route family: keys stay affine K8, +values use V4, V3, or V2 affine lanes, and QK/softmax/AV execute through the +mixed quantized SDPA path. Sparse-V threshold, top-k, cumulative-mass, and +hybrid selection modes are also wired for diagnostics. None of these rows is a +parity claim until the real-model and device gates pass. | Model | Artifact | Context | Result | | --- | --- | ---: | --- | -| `mlx-community/Qwen3.5-2B-4bit` | `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-32k-20260601T101644Z/qwen35-2b-real-model-32k.log` | 32K | FP16 `42.74 tok/s`; affine K8/V4 `33.20 tok/s` (`0.777x`); affine q8 `18.01 tok/s` (`0.421x`); affine int4 `24.42 tok/s` (`0.571x`). | -| `mlx-community/Qwen3.5-2B-4bit` | `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-64k-20260601T102000Z/qwen35-2b-real-model-64k.log` | 64K | FP16 `32.31 tok/s`; affine K8/V4 `17.57 tok/s` (`0.544x`). | +| `mlx-community/Qwen3.5-2B-4bit` | `/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-k8vx-realmodel-20260601T144308Z/k8vx-quality-speed-summary.md` | 32K speed | FP16 `20.50 tok/s`; K8/V4 `32.40 tok/s` (`1.581x`); K8/V3 `14.16 tok/s` (`0.691x`); K8/V2 `15.54 tok/s` (`0.758x`). | +| `mlx-community/Qwen3.5-2B-4bit` | `/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-k8vx-realmodel-20260601T144308Z/k8vx-quality-speed-summary.md` | 64K speed | FP16 `43.06 tok/s`; K8/V4 `21.54 tok/s` (`0.500x`); K8/V3 `21.39 tok/s` (`0.497x`); K8/V2 `21.36 tok/s` (`0.496x`). | +| `mlx-community/Qwen3.5-2B-4bit` | `/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-k8vx-realmodel-20260601T144308Z/k8vx-quality-speed-summary.md` | 128K speed | K8/V4 `15.72 tok/s`; K8/V3 `13.24 tok/s`; K8/V2 `8.54 tok/s`. FP16 was not run because raw KV alone is about `16 GiB` at this shape before weights and runtime overhead. | +| `mlx-community/Qwen3.5-2B-4bit` | `/Users/mt/Programming/Schtack/pines/docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md` | 32K/64K quality | K8/V4 passes current FP16-referenced real-model gates. K8/V3 and K8/V2 preserve top-1 but fail the P95 max-logit-error gate. | +| `mlx-community/Qwen3.5-2B-4bit` | `/Users/mt/Programming/Schtack/pines/docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md` | 128K quality | K8/V3 and K8/V2 fail against dense K8/V4 under the current P95 max-logit-error gate. Dense K8/V4 remains the 128K compressed reference on this 16 GB Mac. | ## Physical Device Evidence @@ -98,7 +128,7 @@ Earlier imported real-device smoke validation ran on `iPhone16,2` / A17 Pro (`7B | `mlx-community/Llama-3.2-3B-Instruct-4bit` | `ios-freeze-stress-20260526T110703Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `0.90 tok/s`; active KV window fell to 2048 under low-memory/thermal pressure. | | `mlx-community/Qwen3.5-0.8B-MLX-4bit` | `ios-freeze-stress-20260526T110824Z` | Completed | `turbo8`, exact raw shadow, baseline attention | Coherent stop, no repeated bigram/trigram issue, `2.62 tok/s`, first token `1.32s`; context was thermally constrained to 4096. | -Current conclusion: short-context parity is handled by adaptive routing rather than by forcing compressed attention to beat raw SDPA. The latest compressed-vs-plain attention evidence still shows TurboQuant below FP16 equal-context throughput, while preserving strong memory reduction and high output similarity. Pines therefore treats TurboQuant as a context-capacity path: raw/FP16 SDPA remains the short-context route when admitted, and compressed TurboQuant is selected when raw KV would not fit or when the request exceeds the raw window. Lower-bit `turbo4v2`, `turbo4`, `turbo3_5`, and `turbo2_5` remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes repetition, stop, memory, and throughput gates for the exact model/device/profile tuple. +Current conclusion: short-context parity is handled by adaptive routing rather than by forcing compressed attention to beat raw SDPA. Dense K8/V4 is the best current compressed long-context reference and passes the active 32K/64K real-model logit gate on this Mac. K8/V3, K8/V2, Sparse-V, and lower-bit Polar/QJL modes remain guarded for product `Verified` or `Certified` claims until real-device compressed attention passes speed, memory, quality, fallback, repetition, stop, NIAH/retrieval, and deterministic task gates for the exact model/device/profile tuple. ## Fork Maintenance diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index 20cec3d..e2a73d8 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -14,7 +14,19 @@ After the Wave 0 baseline capture on 2026-05-31, the active local compatibility Pines pins `MLXSwift` to `609e8333671419ee1dbe928eeee7f48a24682631` and `MLXSwiftLM` to `725add5dd15ef6c1c01073ce9f81412957fa5c6d` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. -Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker, wires native affine K8/V4 mixed quantized SDPA through the MLX Swift LM cache path, and records exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. Mac real-model inference evidence exists for Qwen3.5-2B at 32K and 64K, but compressed equal-context throughput remains below raw FP16 and parity is not achieved. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V6 is the default MLX layout on this pair, with Layout V4 and V5 still supported for legacy/comparison runs. Exact pins plus smoke evidence remain unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. +Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker, wires native affine K8/V4 mixed quantized SDPA through the MLX Swift LM cache path, and records exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. Mac real-model inference evidence exists for Qwen3.5-2B at 32K and 64K, but compressed equal-context throughput remains below raw FP16 and parity is not achieved. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V4 is the production default for new MLX attention layout requests; Layout V5/V6 remain supported for explicit experimental, benchmark, and compatibility runs only. Exact pins plus smoke evidence remain unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. + +Current continuation work adds explicit benchmark coverage and labels for +`affineK8V4`, `affineK8V3`, `affineK8V2`, `mlxAffine-q8`, `affineInt4`, +`turbo4v2`, `turbo3_5`, and `turbo8`; long-context scheduling/chunking fixes for +128K K8/Vx runs; native Sparse-V threshold, top-k, cumulative-mass, and hybrid +diagnostics; and `real-model-inference-v1` quality gates in +`TurboQuantInferenceParity`. The latest Mac artifact +`turboquant-k8vx-realmodel-20260601T144308Z` shows dense K8/V4 passing current +32K/64K FP16-referenced logit gates, while K8/V3 and K8/V2 preserve top-1 but +fail P95 max-logit-error gates. This is useful evidence, but it is still Mac +evidence and does not change the non-green compatibility status without the +required iOS real-model tuple. ## Observed workspace diff --git a/docs/turboquant-implementation/06-quality-gates.md b/docs/turboquant-implementation/06-quality-gates.md index 8f976ed..2271c36 100644 --- a/docs/turboquant-implementation/06-quality-gates.md +++ b/docs/turboquant-implementation/06-quality-gates.md @@ -45,6 +45,39 @@ public struct TurboQuantQualityGate: Codable, Sendable { Thresholds are defaults, not global truth. Model profiles may require stricter thresholds or justified overrides. Overrides must be named and recorded in the evidence. +The current `TurboQuantInferenceParity --quality-gates` implementation uses a +focused `real-model-inference-v1` single-token decode gate after cache +conversion. Its current thresholds are stricter on deterministic top-1 and wider +on logit scale: + +| Metric | Current real-model inference gate | +| --- | --- | +| No NaN/Inf | required | +| Prefill exactness | required | +| Fallback equivalence | required | +| Deterministic top-1 match | `1.0` | +| Mean logit KL divergence | `<= 0.10` | +| P95 max logit abs error | `<= 2.0` | +| Attention/logit cosine | reported, not currently thresholded | + +This gate is intended to catch semantic divergence in the active compressed +decode path. It is not a replacement for perplexity, retrieval, deterministic +JSON/tool-call, or longer decode-sequence gates before product promotion. + +The latest K8/Vx real-model run, +[20260601T144308Z](baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md), +uses this gate. Dense K8/V4 passes at 32K and 64K versus FP16. K8/V3 and K8/V2 +preserve deterministic top-1 but fail the P95 max-logit-error threshold, and +therefore cannot be promoted without either improving reconstruction quality or +adding a named profile override backed by stronger retrieval, task, and +perplexity evidence. At 128K, dense K8/V4 is the reference on the current 16 GB +Mac because FP16 raw KV alone is about 16 GiB before model/runtime overhead. + +Sparse-V threshold, top-k, cumulative-mass, and hybrid modes must pass the same +quality gate against dense K8/V4 or FP16 where available. Sparse-V also needs +retained-mass, skipped-token, fallback-count, and dense-reference diagnostics in +the evidence record. + ## Benchmark suites Every quality gate names a `benchmarkSuiteID`. diff --git a/docs/turboquant-implementation/07-benchmark-evidence.md b/docs/turboquant-implementation/07-benchmark-evidence.md index b91309e..18e93ea 100644 --- a/docs/turboquant-implementation/07-benchmark-evidence.md +++ b/docs/turboquant-implementation/07-benchmark-evidence.md @@ -184,6 +184,37 @@ Pines debug benchmark runner should: - export BenchmarkReport.v1 JSON; - import the report into ProfileEvidenceStore. +## Current benchmark surfaces + +The current fork pair exposes three runnable benchmark layers: + +| Layer | Location | Purpose | Product claim value | +| --- | --- | --- | --- | +| Core operator JSON | `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift` `TurboQuantBenchmark` | Path/capability/storage/hidden-copy regression for raw, native affine, fused, tiled, two-stage, and fallback paths. | Smoke/regression only. | +| LM synthetic attention | `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm` `TurboQuantBenchSuite` | App-hostable Qwen-shaped attention throughput, Sparse-V diagnostics, hybrid selector diagnostics. | Smoke/regression only unless paired with real-model evidence. | +| Real-model inference parity | `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm` `TurboQuantInferenceParity` | Full model decode throughput plus real-model logit quality gates after cache conversion. | Required for parity and release evidence. | + +The canonical local runner is: + +```bash +cd /Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm +TQ_MODEL_DIR=/path/to/mlx-model scripts/run-turboquant-current-benchmarks.sh +``` + +It records the currently implemented paths: FP16, `affineK8V4`, `affineK8V3`, +`affineK8V2`, `mlxAffine-q8`, `affineInt4`, `turbo4v2`, `turbo3_5`, and +`turbo8`, plus the core operator path matrix. See +[Current Paths and Benchmark Matrix](16-current-paths-and-benchmarks.md) for the +full command catalogue. + +Latest local Mac real-model K8/Vx evidence is recorded in +[20260601T144308Z K8/Vx real-model quality and speed](baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md). +Dense K8/V4 passes the current 32K/64K FP16-referenced logit gate on that run. +K8/V3 and K8/V2 preserve top-1 but fail P95 max-logit-error thresholds, so they +remain guarded experiments. Native Sparse-V threshold, top-k, cumulative-mass, +and hybrid modes are implemented and report diagnostics, but they require the +same real-model and real-device evidence before promotion. + ## Product UI states | State | Evidence condition | diff --git a/docs/turboquant-implementation/12-validation-and-release-gates.md b/docs/turboquant-implementation/12-validation-and-release-gates.md index 9aded15..f7e124a 100644 --- a/docs/turboquant-implementation/12-validation-and-release-gates.md +++ b/docs/turboquant-implementation/12-validation-and-release-gates.md @@ -30,6 +30,39 @@ swift run TurboQuantBenchmark --json swift run TurboQuantModelBenchmark --json ``` +Current TurboQuant benchmark matrix: + +```bash +cd /Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm +TQ_MODEL_DIR=/path/to/mlx-model scripts/run-turboquant-current-benchmarks.sh +``` + +Focused real-model quality gate: + +```bash +swift build --product TurboQuantInferenceParity -c release +.build/release/TurboQuantInferenceParity \ + --model-dir /path/to/mlx-model \ + --contexts 32768,65536 \ + --generate-tokens 16 \ + --configs fp16,affineK8V4,affineK8V3,affineK8V2,mlxAffine-q8,affineInt4,turbo4v2,turbo3_5,turbo8 \ + --quality-gates \ + --quality-contexts 32768 +``` + +Long-context lower-V comparison when FP16 does not fit: + +```bash +.build/release/TurboQuantInferenceParity \ + --model-dir /path/to/mlx-model \ + --contexts 131072 \ + --generate-tokens 8 \ + --configs affineK8V4,affineK8V3,affineK8V2 \ + --quality-gates \ + --quality-contexts 131072 \ + --quality-reference-config affineK8V4 +``` + Full iOS verification: ```bash @@ -45,7 +78,10 @@ xcodebuild -project Pines.xcodeproj -scheme Pines -destination 'generic/platform - `real-model-inference-v1` quality evidence from actual model generation/inference comparisons; - physical-device app-host evidence with hybrid/native cache diagnostics; - benchmark matrix coverage for release contexts; -- quality, memory, and fallback gates for the exact model/device/mode tuple. +- quality, memory, and fallback gates for the exact model/device/mode tuple; +- lower-V and Sparse-V evidence when those paths are exposed, including mode, + skipped/considered tokens, retained mass, dense-reference quality, and + fallback count. API contract tests, package-pin checks, simulator or generic iOS builds, and historical/superseded proofs do not make a pair green by themselves. diff --git a/docs/turboquant-implementation/16-current-paths-and-benchmarks.md b/docs/turboquant-implementation/16-current-paths-and-benchmarks.md new file mode 100644 index 0000000..9ac633c --- /dev/null +++ b/docs/turboquant-implementation/16-current-paths-and-benchmarks.md @@ -0,0 +1,210 @@ +# Current Paths And Benchmark Matrix + +This is the cross-repo checklist for what is currently implemented and how each +surface must be tested before Pines can make product claims. + +## Implemented Paths + +| Surface | Path | Config label / strategy | Status | +| --- | --- | --- | --- | +| Raw attention | FP16 MLX SDPA | `fp16`, `KVCacheStrategy.none` | Production baseline when memory fits. | +| Legacy compressed KV | Polar/QJL TurboQuant | `turbo8`, `turbo4v2`, `turbo3_5`, `.turboQuant` | Capacity route; not a speed-parity claim. | +| Adaptive compressed KV | Raw-first TurboQuant | `.adaptiveTurboQuant` | Compatibility route for raw short context plus compressed long context. | +| Hybrid cache/selector | Hot raw tail plus cold block selector | `.hybridTurboQuant` | Selector/cache diagnostics are implemented; product promotion still requires real fused selected-block evidence. | +| MLX affine Q8 | Native affine quantized KV | `mlxAffine-q8`, `.mlxAffine` | Community-comparable benchmark/reference route. | +| K8/V4 speed candidate | K affine 8-bit, V affine 4-bit | `affineK8V4`, `.affineK8V4` | Wired end to end and currently the main quality-preserving compressed speed candidate. | +| K8/V3 experiment | K affine 8-bit, V 3-bit | `affineK8V3`, `.affineK8Vx`, `turboQuantValueBits = 3` | Guarded lower-V experiment with correct labels and quality gates. | +| K8/V2 experiment | K affine 8-bit, V 2-bit | `affineK8V2`, `.affineK8Vx`, `turboQuantValueBits = 2` | Guarded lower-V experiment with correct labels and quality gates. | +| Affine int4 | Affine 4-bit KV | `affineInt4`, `.affineInt4` | Fast comparison route; quality must pass per model. | +| Sparse-V | Value-token skip diagnostics | threshold, top-k, cumulative mass, hybrid cumulative-plus-top-k | Native modes are wired and report diagnostics, but remain disabled by default until real-model quality and throughput gates pass. | + +## Implemented Optimizations To Test + +- exact prefill followed by cache conversion; +- quantized start threshold, default `16K`, so short caches avoid compression cost; +- K8/lower-V mixed precision; +- protected boundary layers and per-layer mixed KV policy; +- long-context prefill/decode synchronization and split-block scheduling; +- Qwen GQA4/HD256 decode shape; +- Sparse-V threshold, top-k, cumulative-mass, and hybrid diagnostics based on + normalized softmax weights; +- p50/p95 latency, speed ratio, memory ratio, fallback reason, and quality gate + reporting. + +## Latest Real-Model K8/Vx Baseline + +Current documented baseline: +[20260601T144308Z K8/Vx real-model quality and speed](baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md). + +Artifact: +`/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-k8vx-realmodel-20260601T144308Z/k8vx-quality-speed-summary.md`. + +Speed rows from `TurboQuantInferenceParity` on `Mac14,10`, +`mlx-community/Qwen3.5-2B-4bit`, `generateTokens=8`: + +| Context | Config | Decode tok/s | Prefill tok/s | Ratio vs FP16 | +| ---: | --- | ---: | ---: | ---: | +| 32768 | `fp16` | 20.50 | 710.6 | 1.000 | +| 32768 | `affineK8V4` | 32.40 | 809.4 | 1.581 | +| 32768 | `affineK8V3` | 14.16 | 796.7 | 0.691 | +| 32768 | `affineK8V2` | 15.54 | 729.3 | 0.758 | +| 65536 | `fp16` | 43.06 | 684.9 | 1.000 | +| 65536 | `affineK8V4` | 21.54 | 616.2 | 0.500 | +| 65536 | `affineK8V3` | 21.39 | 700.1 | 0.497 | +| 65536 | `affineK8V2` | 21.36 | 710.6 | 0.496 | +| 131072 | `affineK8V4` | 15.72 | 448.5 | n/a | +| 131072 | `affineK8V3` | 13.24 | 543.7 | n/a | +| 131072 | `affineK8V2` | 8.54 | 502.9 | n/a | + +Quality-gate verdict: + +| Context | Candidate | Reference | Top-1 | KL | P95 max abs | Cosine | Result | +| ---: | --- | --- | ---: | ---: | ---: | ---: | --- | +| 32768 | `affineK8V4` | `fp16` | 1.000 | 0.000004 | 1.0625 | 0.9934 | pass | +| 32768 | `affineK8V3` | `fp16` | 1.000 | 0.000035 | 2.7656 | 0.9638 | fail | +| 32768 | `affineK8V2` | `fp16` | 1.000 | 0.000262 | 4.5586 | 0.8914 | fail | +| 65536 | `affineK8V4` | `fp16` | 1.000 | 0.000006 | 1.1328 | 0.9888 | pass | +| 65536 | `affineK8V3` | `fp16` | 1.000 | 0.000057 | 2.8828 | 0.9348 | fail | +| 65536 | `affineK8V2` | `fp16` | 1.000 | 0.000048 | 4.4004 | 0.8720 | fail | +| 131072 | `affineK8V3` | `affineK8V4` | 1.000 | 0.000121 | 2.9375 | 0.9656 | fail | +| 131072 | `affineK8V2` | `affineK8V4` | 1.000 | 0.000096 | 5.3984 | 0.8606 | fail | + +Current conclusion: dense K8/V4 is the only K8/Vx row that passes the active +real-model logit gate at 32K and 64K. K8/V3 and K8/V2 are correctly wired and +useful experiments, but they are not promotable under the current P95 max-logit +error gate. At 128K, dense K8/V4 is the comparison baseline on this 16 GB Mac +because raw FP16 KV alone is roughly 16 GiB before model/runtime overhead. + +The lower-V and Sparse-V follow-up plan is tracked in +[Lower-V and Sparse-V Optimization Plan](17-lower-v-sparse-v-optimization-plan.md). + +## Required Benchmark Surfaces + +### Core operator JSON + +Run in `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift`: + +```bash +swift build --product TurboQuantBenchmark -c release +.build/release/TurboQuantBenchmark \ + --json --include-timestamp \ + --iterations 12 --warmup 3 \ + --context 32768 \ + --preset turbo4v2 \ + --path affine-k8v4-native \ + --head-dim 256 --query-heads 16 --kv-heads 4 --query-length 1 +``` + +Core rows are kernel smoke/regression evidence only. They do not certify a Pines +model/device/mode tuple. + +### Real-model inference parity + +Run in `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm`: + +```bash +swift build --product TurboQuantInferenceParity -c release +.build/release/TurboQuantInferenceParity \ + --model-dir /path/to/mlx-model \ + --contexts 32768,65536 \ + --generate-tokens 16 \ + --configs fp16,affineK8V4,affineK8V3,affineK8V2,mlxAffine-q8,affineInt4,turbo4v2,turbo3_5,turbo8 \ + --quality-gates \ + --quality-contexts 32768 +``` + +This is the primary Mac evidence surface because it runs the real model and +reports full decode-loop throughput plus logit quality gates. + +For contexts where FP16 raw KV does not fit, the same tool can compare lower-V +or Sparse-V candidates against dense K8/V4: + +```bash +.build/release/TurboQuantInferenceParity \ + --model-dir /path/to/mlx-model \ + --contexts 131072 \ + --generate-tokens 8 \ + --configs affineK8V4,affineK8V3,affineK8V2 \ + --quality-gates \ + --quality-contexts 131072 \ + --quality-reference-config affineK8V4 +``` + +### Current full local matrix runner + +Run in `/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm`: + +```bash +TQ_MODEL_DIR=/path/to/mlx-model \ +scripts/run-turboquant-current-benchmarks.sh +``` + +The script builds `TurboQuantBenchmark` and `TurboQuantInferenceParity`, loops +the current core path/preset/context matrix, optionally runs real-model quality +gates, and writes a timestamped artifact directory. + +### App-hosted iOS evidence + +Pines still needs physical-device evidence for product claims. Synthetic +attention smoke is useful but insufficient. Real promotion requires imported +`real-model-inference-v1` evidence with: + +- model revision, tokenizer hash, profile hash, compatibility pair ID; +- device model, iOS version, thermal and Low Power Mode state; +- active path/config, admitted context, fallback contract hash; +- speed, memory, fallback count, and quality gate output. + +### Sparse-V proof/profiling commands + +Sparse-V threshold, top-k, cumulative-mass, and hybrid modes are exposed through +`TurboQuantQwenProof` for diagnostics. These are proof/profiling rows until the +real-model gates pass. + +```bash +cd /Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm +swift build --product TurboQuantQwenProof -c release + +.build/release/TurboQuantQwenProof \ + --profiles qwen3.5-2b \ + --schemes turbo4v2 \ + --contexts 32768 \ + --query-lengths 1 \ + --iterations 3 \ + --warmup 1 \ + --sparse-v-mode top-k \ + --sparse-v-top-k 256 + +.build/release/TurboQuantQwenProof \ + --profiles qwen3.5-2b \ + --schemes turbo4v2 \ + --contexts 32768 \ + --query-lengths 1 \ + --iterations 3 \ + --warmup 1 \ + --sparse-v-mode cumulative-mass \ + --sparse-v-cumulative-mass 99.5 + +.build/release/TurboQuantQwenProof \ + --profiles qwen3.5-2b \ + --schemes turbo4v2 \ + --contexts 32768 \ + --query-lengths 1 \ + --iterations 3 \ + --warmup 1 \ + --sparse-v-mode hybrid \ + --sparse-v-hybrid-mass 99.5 \ + --sparse-v-max-top-k 256 +``` + +## Promotion Rules + +Pines may keep a pair `failed`, `pending`, or `smoke-tested` while these surfaces +are being exercised. It must not mark a pair or model tuple `green`, `Verified`, +or `Certified` unless the exact current artifacts show: + +- real-model quality gates passed; +- no hidden full-cache decompression or unbudgeted fallback allocation; +- dense full scan used only when explicitly requested or guard-triggered; +- physical iOS app-host evidence exists for iPhone claims; +- compressed/hybrid performance claims are backed by equal-context measured + throughput, not synthetic attention-only numbers. diff --git a/docs/turboquant-implementation/17-lower-v-sparse-v-optimization-plan.md b/docs/turboquant-implementation/17-lower-v-sparse-v-optimization-plan.md new file mode 100644 index 0000000..ea66ffc --- /dev/null +++ b/docs/turboquant-implementation/17-lower-v-sparse-v-optimization-plan.md @@ -0,0 +1,207 @@ +# Lower-V And Sparse-V Optimization Plan + +This plan covers the next optimization work after the 2026-06-01 K8/Vx +real-model matrix and the native Sparse-V mode expansion. + +Current posture: + +- Dense K8/V4 is the real-model reference for compressed long-context work. +- K8/V3 is the most realistic lower-V promotion candidate, but it currently + fails the P95 max-logit-error gate. +- K8/V2 remains a guarded memory-pressure experiment. +- Native Sparse-V supports threshold, top-k, cumulative mass, and hybrid + cumulative-plus-top-k selection, but it stays disabled by default until + real-model quality and throughput gates pass. + +## Implementation Status 2026-06-01 + +The current codebase has the conservative measurement and gate layer wired, but +does not promote lower-V or Sparse-V by default. + +Implemented surfaces: + +- `mlx-swift` core benchmark reports include a `lowerVAndSparseV` section with + reference/candidate configs, value-bit policy, canonical Sparse-V mode names, + split latency fields, retained-mass/token diagnostics, fallback count/reason, + actual mixed bits/value, and optional layer/head coordinates. +- `mlx-swift-lm` lower-V/Sparse-V benchmark planning has canonical Sparse-V + names, value-bit policy metadata (`denseV4`, `calibratedV3`, + `calibratedV2`, `residualVx`), calibration summary records, residual V2/V3 + experiment rows, dense K8/V4 anchored comparison rows, and timing placeholders + for QK/softmax/selection/mask/AV/reference cost attribution. +- `TurboQuantQwenProof` emits canonical Sparse-V names and per-result + `lowerVAndSparseV` diagnostics alongside the existing aggregate Sparse-V + fields. Timing fields are present but remain nil until real-model timing + probes populate them. +- Pines benchmark reports import the `lowerVAndSparseV` section and reject + `Verified`/`Certified` lower-V or Sparse-V evidence when dense-reference + quality/cost fields are missing. Smoke evidence remains allowed, but product + claims require the full tuple evidence. + +Still not promoted: + +- Residual/outlier V lanes are represented in benchmark policy and artifacts, + but the production kernel path still needs the residual storage and in-kernel + AV decode implementation before those rows can move from experiment to active + runtime mode. +- Sparse-V timing decomposition is schema-complete; real-model timing + population and the two-level top-k/cumulative selector optimization still need + benchmark evidence before activation. +- K8/V3 and K8/V2 remain disabled without exact model/profile/device evidence. + +## Evidence Baseline + +Latest documented baseline: + +- [20260601T144308Z K8/Vx real-model quality and speed](baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md) +- Raw artifact: `/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-k8vx-realmodel-20260601T144308Z/k8vx-quality-speed-summary.md` + +Promotion decisions must compare new lower-V or Sparse-V rows against this +dense K8/V4 baseline unless a matching FP16 row fits and exists for the same +context. + +## Optimization Track A: Measurement First + +Every candidate change needs an artifact tuple with: + +| Requirement | Target | +| --- | --- | +| Contexts | 32K, 64K, 128K where admitted | +| References | FP16 at 32K/64K, dense K8/V4 at 128K | +| Models | Qwen3.5/Qwen3.6 GQA4 HD256 first, then Gemma/Llama profile families | +| Speed | prefill tok/s, decode tok/s, attention latency p50/p95 | +| Memory | compressed KV bytes, peak memory, memory reduction, fallback scratch | +| Quality | top-1, KL, P95 max abs logit error, cosine | +| Tasks | NIAH/long retrieval, deterministic JSON/tool-call, perplexity or task eval | +| Diagnostics | Sparse-V mode, skipped tokens, considered tokens, retained mass, fallback count | + +Do not promote a mode on synthetic attention numbers alone. Synthetic rows are +operator regressions, not product evidence. + +## Optimization Track B: Lower-V Quality + +K8/V3 and K8/V2 currently fail because value reconstruction error leaks into +the logits even when top-1 survives. Improve quality before optimizing the +runtime policy. + +1. Importance-weighted V calibration. + - Collect dense K8/V4 attention weights by layer/head/token block. + - Weight V quantization error by observed attention mass instead of raw MSE. + - Prefer optimizing output-logit KL and P95 max error over standalone + reconstruction error. + +2. Per-layer and per-head adaptive value bits. + - Keep boundary layers protected. + - Keep high-error or high-attention-entropy layers at V4. + - Allow V3 only on layers/heads whose calibration error stays inside the + gate. + - Keep V2 restricted to low-mass, low-error regions or memory-emergency + profiles. + +3. Residual and outlier lanes. + - Store a compact V3/V2 core plus a sparse residual plane for high-error + channels/tokens. + - Encode residual indices by block bitset or small top-r list. + - Keep residual decode in the same AV kernel so the path does not become + materialization-heavy. + +4. Better affine scale policy. + - Evaluate per-head, per-channel, and smaller group scales. + - Add percentile clipping candidates for V3/V2. + - Track symmetric versus asymmetric scale choice by model family. + - Version scale metadata explicitly so old snapshots do not decode under a + new convention. + +5. Mixed accumulation and high-mass preservation. + - Use fp32 softmax statistics and stable accumulation for selected high-mass + blocks. + - Promote high-mass tokens to V4 inside otherwise V3/V2 blocks when it pays + for quality. + - Report actual mixed bits/value rather than just nominal V bits. + +Acceptance for lower-V promotion: + +- K8/V3 must pass the current real-model gate at 32K and 64K versus FP16. +- At 128K it must pass versus dense K8/V4 unless FP16 is available. +- K8/V2 needs a named profile override plus task evidence; it is not a default + speed route until it clears the same gates. + +## Optimization Track C: Sparse-V Performance + +Sparse-V can only help when skipped value work outweighs selection overhead and +quality remains stable. + +1. Profile the selection pass. + - Report selection latency separately from AV latency. + - Emit skip ratio, retained mass, selected top-k, and fallback reason. + - Track selection cost per head and per layer. + +2. Replace exact global top-k with two-level reductions. + - Compute per-block top-k/cumulative summaries. + - Reduce block summaries globally. + - Avoid full token sorts for K=128/256/512. + - Keep exact mode available for debug/reference. + +3. Optimize retained-mask construction. + - Build compact block bitmasks instead of dense token masks where possible. + - Reuse prefix counts across heads when layout permits. + - Keep retained-token compaction bounded and avoid full-cache temporary + tensors. + +4. Fuse selection and AV when profitable. + - For threshold and high-skip top-k modes, fuse retained-mask use with AV. + - For low-skip cases, skip Sparse-V and run dense K8/V4. + - Add a runtime profitability guard based on retained mass, retained tokens, + and measured selector latency. + +5. Layer/head policy. + - Enable Sparse-V first on late layers where attention is sharper. + - Disable it on heads/layers with high entropy or low skip ratio. + - Keep first-token and boundary-layer behavior conservative. + - Report per-layer and per-head skip/quality diagnostics from real model + runs, not only synthetic Qwen-shaped probes. + +Acceptance for Sparse-V promotion: + +- Dense K8/V4 is the fallback and reference. +- Full decode throughput improves versus dense K8/V4 at the same context. +- Top-1, KL, P95 max error, cosine, NIAH/retrieval, deterministic JSON/tool-call, + and fallback-count gates pass. +- Fallback count and dense-retry behavior are explainable in the report. + +## Optimization Track D: Runtime Policy + +Default policy remains conservative: + +| Mode | Default | +| --- | --- | +| K8/V4 | available as the main compressed candidate | +| K8/V3 | off unless model/profile evidence passes | +| K8/V2 | guarded memory-pressure experiment only | +| Sparse-V threshold/top-k/cumulative/hybrid | off unless tuple evidence passes | + +Runtime activation should: + +1. choose K8/V4 for dense compressed long-context by default; +2. try K8/V3 only for layers/heads with calibration evidence; +3. try Sparse-V only when predicted retained mass and selector cost are + favorable; +4. fall back to dense K8/V4 on low confidence, high selector overhead, high + retained mass, or quality guard failure; +5. record every downgrade in diagnostics. + +## Optimization Track E: iOS Promotion + +Mac evidence is necessary but not sufficient for Pines product claims. iPhone +promotion requires: + +- physical app-hosted real-model inference evidence; +- thermal and Low Power Mode recorded; +- memory warnings and jetsam absent; +- exact model revision/tokenizer/profile/fallback hash captured; +- the same quality gate suite used on Mac; +- Sparse-V and lower-V disabled on unsupported device classes unless imported + evidence exists for that class. + +Until then, Pines must keep the compatibility pair non-green and must not mark +lower-V or Sparse-V modes `Verified` or `Certified`. diff --git a/docs/turboquant-implementation/18-multi-worker-execution-manifest.json b/docs/turboquant-implementation/18-multi-worker-execution-manifest.json new file mode 100644 index 0000000..cb069a7 --- /dev/null +++ b/docs/turboquant-implementation/18-multi-worker-execution-manifest.json @@ -0,0 +1,917 @@ +{ + "schemaVersion": 1, + "title": "TurboQuant Multi-Worker Execution Manifest", + "updatedAt": "2026-06-02", + "promotionPolicy": { + "bar": "verifiedOnly", + "productionCompressedBaseline": "affineK8V4", + "productionCompressedBackend": "affineK8V4Native", + "compatibilityPairMayBeGreenOnlyWhenReleaseReadinessGreenAllowed": true, + "productClaimEvidenceMustBeCurrent": true, + "historicalSyntheticSimulatorOrDenseFallbackEvidenceMayPromote": false, + "experimentalPaths": [ + "affineK8V3", + "affineK8V2", + "affineK8V3Optimized", + "SparseV", + "LayoutV5", + "KVSnapshotRestore", + "SpeculativeTurboQuant", + "Wave7PlatformUnlocks" + ], + "defaultActivation": { + "affineK8V4": "mainCompressedCandidate", + "affineK8V3": "disabledUntilVerified", + "affineK8V2": "disabledUntilVerified", + "affineK8V3Optimized": "disabledUntilVerified", + "SparseV": "disabledUntilVerified", + "LayoutV5": "disabledUntilVerified", + "KVSnapshotRestore": "disabledUntilVerified", + "SpeculativeTurboQuant": "disabledUntilVerified", + "Wave7PlatformUnlocks": "disabledUntilVerified" + } + }, + "repoRoots": { + "pines": "/Users/mt/Programming/Schtack/pines", + "mlx-swift": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift", + "mlx-swift-lm": "/Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm" + }, + "integrationBranches": { + "pines": "codex/local-runtime-hardening", + "mlx-swift": "codex/turboquant-core-completion", + "mlx-swift-lm": "codex/turboquant-completion-hardening" + }, + "serializedOwnership": [ + { + "area": "pines/project.yml, Package.resolved, generated Xcode project", + "owners": ["INT-2A", "INT-2B"] + }, + { + "area": "Pines/Runtime/MLXRuntimeBridge.swift", + "owners": ["INT-1"] + }, + { + "area": "TurboQuant kernel source and layout implementation", + "owners": ["W13"] + }, + { + "area": "LM product attention error behavior", + "owners": ["W4"] + }, + { + "area": "release train and compatibility-pair state", + "owners": ["W0"] + } + ], + "globalWorkerRules": [ + "Audit existing implementation first and close only the discovered gap.", + "Do not revert or overwrite unrelated dirty worktree changes.", + "Keep product activation disabled unless this manifest and the release gates explicitly allow promotion.", + "Never mark lower-V, Sparse-V, speculative, snapshot, Layout V5, or platform-unlock paths verified without exact current tuple evidence.", + "Every worker output must include owned files, intentionally untouched files, gates run, artifacts, activation state, and compatibility-pair impact." + ], + "waves": [ + { + "id": "wave-0", + "name": "Freeze Contracts And Repair Current State", + "parallel": true, + "exitCriteria": [ + "No product-facing zero output.", + "No product-facing fatal path.", + "Core contracts compile and test.", + "Pines MLX-free DTO shims build.", + "Schema registry and failure matrix remain reviewable.", + "Compatibility pair remains failed or pending unless all green gates pass." + ], + "workers": ["W25", "W0", "W20", "W21", "W4", "W1", "W7", "W24"] + }, + { + "id": "wave-1", + "name": "Admission, Cache Lifecycle, And Evidence Plumbing", + "parallel": true, + "dependsOn": ["wave-0"], + "exitCriteria": [ + "Bad compressed layouts fail before Metal dispatch.", + "Admission produces deterministic admitted or rejected plans before generation.", + "LM cache lifecycle snapshot is queryable.", + "RunDecision serializes selected path, fallback, lifecycle, and byte fields.", + "Evidence, quality, and calibration skeletons compile." + ], + "workers": ["W2", "W5", "W8", "W9", "W10-skeleton", "W22-skeleton", "W23-skeleton"] + }, + { + "id": "wave-2", + "name": "Serialized Pines Integration", + "parallel": false, + "dependsOn": ["wave-1"], + "exitCriteria": [ + "Unsafe local runs reject before generation.", + "Successful local runs emit RunDecision metadata.", + "Typed local failures reach the stream/UI.", + "Cloud route is never used without explicit route policy.", + "Compatibility-branch validation is recorded without product promotion." + ], + "workers": ["INT-1", "INT-2A"] + }, + { + "id": "wave-3", + "name": "Verified Evidence And Baseline Promotion", + "parallel": true, + "dependsOn": ["wave-2"], + "exitCriteria": [ + "Benchmark JSON imports successfully.", + "QualityGate passes for any Verified claim.", + "Memory calibration sample and hidden-copy audit exist.", + "Evidence includes compatibility-pair ID and fallback-contract hash.", + "At least one exact physical iPhone real-model tuple is verified.", + "K8/V4 is the only production compressed baseline unless another path independently passes the same bar." + ], + "workers": ["W3", "W6", "W10-full", "W22-full", "W23-full", "W12", "REAL-DEVICE"] + }, + { + "id": "wave-3.5", + "name": "Production Pin Promotion", + "parallel": false, + "dependsOn": ["wave-3"], + "exitCriteria": [ + "Production pins match the verified compatibility pair.", + "project.yml, Package.resolved, generated Xcode project, and status docs are synchronized.", + "Compatibility pair status is green only when releaseReadiness.greenAllowed is true." + ], + "workers": ["INT-2B"] + }, + { + "id": "wave-4", + "name": "Runtime Hardening", + "parallel": true, + "dependsOn": ["wave-3"], + "exitCriteria": [ + "RunDecision, codec/layout, fallback reason, and evidence IDs are observable.", + "Snapshots remain disabled or fail closed until verified.", + "iOS lifecycle, memory pressure, cancellation, and reset behavior are covered." + ], + "workers": ["W11", "W14A", "W14B", "W17", "IOS-LIFECYCLE"] + }, + { + "id": "wave-5", + "name": "Optimization Train", + "parallel": true, + "dependsOn": ["wave-3"], + "exitCriteria": [ + "Native K8/V4 refinements preserve quality and fallback behavior.", + "V3-optimized promotion requires full 32K/64K/128K quality and throughput evidence.", + "Sparse-V promotion requires real-model quality, throughput, retained-mass, and fallback-count evidence.", + "Synthetic/operator rows remain regression evidence only." + ], + "workers": ["W13", "V3-OPT", "SPARSE-V", "HARNESS"] + }, + { + "id": "wave-6", + "name": "Speculative And Advanced Runtime Paths", + "parallel": true, + "dependsOn": ["wave-4"], + "exitCriteria": [ + "Speculative verifier proves rollback safety.", + "Speculative product integration remains disabled until verifier and evidence gates pass.", + "Speculative combinations with lower-V or Sparse-V require separate evidence." + ], + "workers": ["W15A", "W15B"] + }, + { + "id": "wave-7", + "name": "Platform Unlocks", + "parallel": true, + "dependsOn": ["wave-6"], + "exitCriteria": [ + "Platform contracts are exposed but disabled by default.", + "Kill switches and evidence gates are present.", + "Final integration updates release state only after all required evidence rows pass." + ], + "workers": ["W29-core", "W29-lm", "W29-pines"] + } + ], + "workers": [ + { + "id": "W25", + "wave": "wave-0", + "repo": "all", + "branch": "tq/current-state-reconciliation", + "targetBranch": "repo integration branch", + "task": "Reconcile current repo heads, dirty state, pins, blockers, and already-implemented surfaces.", + "owns": ["docs/turboquant-implementation/00-current-state.md"], + "mustNotTouch": ["Pines/Runtime/MLXRuntimeBridge.swift", "project.yml", "Package.resolved", "generated Xcode project"], + "requiredGates": ["json-diff-check"], + "activationStatus": "documentationOnly" + }, + { + "id": "W0", + "wave": "wave-0", + "repo": "all", + "branch": "tq/release-train", + "targetBranch": "repo integration branch", + "task": "Own release train, compatibility-pair state, final green decision, signoffs, and merge order.", + "owns": ["docs/turboquant-implementation/compatibility-pair.json", "docs/turboquant-implementation/01-release-train.md", "docs/turboquant-implementation/12-validation-and-release-gates.md"], + "mustNotTouch": ["Pines/Runtime/MLXRuntimeBridge.swift except release metadata references"], + "requiredGates": ["compatibility-json", "release-green-policy"], + "activationStatus": "failedOrPendingUntilVerified" + }, + { + "id": "W20", + "wave": "wave-0", + "repo": "all", + "branch": "tq/schema-registry", + "targetBranch": "repo integration branch", + "task": "Verify schema constants, envelope rules, and migration stubs.", + "owns": ["docs/turboquant-implementation/02-schema-registry.md", "schema registry types/tests"], + "requiredGates": ["schema-tests"], + "activationStatus": "contractOnly" + }, + { + "id": "W21", + "wave": "wave-0", + "repo": "all", + "branch": "tq/failure-matrix", + "targetBranch": "repo integration branch", + "task": "Verify typed failure matrix and behavior map.", + "owns": ["docs/turboquant-implementation/03-failure-matrix.md", "failure DTOs/tests"], + "requiredGates": ["failure-contract-tests"], + "activationStatus": "contractOnly" + }, + { + "id": "W4", + "wave": "wave-0", + "repo": "mlx-swift-lm", + "branch": "tq/lm-typed-errors-no-zero", + "targetBranch": "codex/turboquant-completion-hardening", + "task": "Ensure Pines-facing LM product paths throw typed failures and never return silent zero/fatal output.", + "owns": ["Libraries/MLXLMCommon/AttentionUtils.swift", "Libraries/MLXLMCommon/TurboQuantRuntimeFailure.swift", "LM product attention error behavior"], + "requiredGates": ["mlx-lm-turboquant-runtime-failure-tests"], + "activationStatus": "safetyRequired" + }, + { + "id": "W1", + "wave": "wave-0", + "repo": "mlx-swift", + "branch": "tq/core-contracts", + "targetBranch": "codex/turboquant-core-completion", + "task": "Verify codec IDs, layout contracts, benchmark schemas, admission contracts, and native-kernel metadata.", + "owns": ["Source/MLX/TurboQuantContracts.swift", "Source/MLX/TurboQuantStorageEstimate.swift", "core contract tests"], + "requiredGates": ["mlx-core-contract-tests"], + "activationStatus": "contractOnly" + }, + { + "id": "W7", + "wave": "wave-0", + "repo": "pines", + "branch": "tq/pines-contract-shims", + "targetBranch": "codex/local-runtime-hardening", + "task": "Verify MLX-independent Pines DTO shims.", + "owns": ["Sources/PinesCore/Inference/RuntimeTypes.swift"], + "mustNotTouch": ["Pines/Runtime/MLXRuntimeBridge.swift"], + "requiredGates": ["pines-turboquant-control-plane-tests"], + "activationStatus": "contractOnly" + }, + { + "id": "W24", + "wave": "wave-0", + "repo": "pines", + "branch": "tq/mode-fallback-contract", + "targetBranch": "codex/local-runtime-hardening", + "task": "Verify user modes and fallback contract hash semantics.", + "owns": ["TurboQuant user mode and fallback contract types/tests"], + "mustNotTouch": ["Pines/Runtime/MLXRuntimeBridge.swift"], + "requiredGates": ["pines-fallback-contract-tests"], + "activationStatus": "contractOnly" + }, + { + "id": "W2", + "wave": "wave-1", + "repo": "mlx-swift", + "branch": "tq/core-validation-router", + "targetBranch": "codex/turboquant-core-completion", + "dependsOn": ["W1"], + "task": "Verify validators and router reject invalid layouts before Metal and choose budgeted fallback only when allowed.", + "owns": ["Source/MLX/TurboQuantValidation.swift", "Source/MLX/TurboQuantAttentionRouter.swift"], + "requiredGates": ["mlx-validation-router-tests"], + "activationStatus": "contractOnly" + }, + { + "id": "W5", + "wave": "wave-1", + "repo": "mlx-swift-lm", + "branch": "tq/lm-cache-lifecycle", + "targetBranch": "codex/turboquant-completion-hardening", + "dependsOn": ["W4"], + "task": "Verify cache lifecycle, runtime snapshots, reset, fallback, and error propagation.", + "owns": ["Libraries/MLXLMCommon/TurboQuantKVCache.swift", "Libraries/MLXLMCommon/TurboQuantCacheRuntimeSnapshot.swift"], + "requiredGates": ["mlx-lm-cache-runtime-snapshot-tests"], + "activationStatus": "contractOnly" + }, + { + "id": "W8", + "wave": "wave-1", + "repo": "pines", + "branch": "tq/pines-admission", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W7", "W24"], + "task": "Verify admission service, memory zones, and unsafe context rejection before generation.", + "owns": ["Local runtime admission service", "Runtime memory zones"], + "mustNotTouch": ["Pines/Runtime/MLXRuntimeBridge.swift"], + "requiredGates": ["pines-admission-tests"], + "activationStatus": "conservative" + }, + { + "id": "W9", + "wave": "wave-1", + "repo": "pines", + "branch": "tq/pines-run-decision", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W7", "W8"], + "task": "Verify RunDecision ledger serialization, fallback reason, lifecycle, and bytes fields.", + "owns": ["TurboQuantRunDecision DTOs/tests"], + "mustNotTouch": ["Pines/Runtime/MLXRuntimeBridge.swift"], + "requiredGates": ["pines-run-decision-tests"], + "activationStatus": "conservative" + }, + { + "id": "W10-skeleton", + "wave": "wave-1", + "repo": "pines", + "branch": "tq/pines-evidence-store", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W20", "W7"], + "task": "Verify ProfileEvidenceStore schema skeleton and versioned envelope.", + "owns": ["Profile evidence persistence skeleton"], + "requiredGates": ["pines-evidence-schema-tests"], + "activationStatus": "schemaOnly" + }, + { + "id": "W22-skeleton", + "wave": "wave-1", + "repo": "mlx-swift-lm,pines", + "branch": "tq/quality-gates", + "targetBranch": "repo integration branch", + "dependsOn": ["W20"], + "task": "Verify QualityGate type and suite IDs.", + "owns": ["Quality gate DTOs/tests"], + "requiredGates": ["quality-schema-tests"], + "activationStatus": "schemaOnly" + }, + { + "id": "W23-skeleton", + "wave": "wave-1", + "repo": "pines", + "branch": "tq/memory-calibration", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W8"], + "task": "Verify memory calibration sample schema.", + "owns": ["RuntimeMemoryCalibration DTOs/tests"], + "requiredGates": ["memory-calibration-schema-tests"], + "activationStatus": "schemaOnly" + }, + { + "id": "INT-1", + "wave": "wave-2", + "repo": "pines", + "branch": "tq/integration-runtime-bridge", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W4", "W7", "W8", "W9"], + "task": "Wire admission before generation, typed error mapping, explicit route policy, and RunDecision metadata.", + "owns": ["Pines/Runtime/MLXRuntimeBridge.swift"], + "requiredGates": ["pines-turboquant-bridge-tests"], + "activationStatus": "conservative" + }, + { + "id": "INT-2A", + "wave": "wave-2", + "repo": "pines", + "branch": "tq/integration-pin-mlx-validation", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["INT-1", "W1", "W4"], + "task": "Validate exact candidate MLX pair on a compatibility branch without production promotion.", + "owns": ["project.yml", "Package.resolved", "generated Xcode project", "pin validation docs"], + "requiredGates": ["pines-pin-validation"], + "activationStatus": "unverified" + }, + { + "id": "W3", + "wave": "wave-3", + "repo": "mlx-swift", + "branch": "tq/core-benchmark-json", + "targetBranch": "codex/turboquant-core-completion", + "dependsOn": ["W1", "W2"], + "task": "Verify core benchmark JSON and hidden-copy audit.", + "owns": ["Source/MLX/TurboQuantBenchmarkReport.swift", "Source/TurboQuantBenchmark/main.swift", "benchmark hidden-copy docs/tests"], + "requiredGates": ["mlx-core-benchmark-json-tests"], + "activationStatus": "evidenceProducer" + }, + { + "id": "W6", + "wave": "wave-3", + "repo": "mlx-swift-lm", + "branch": "tq/lm-profile-v2", + "targetBranch": "codex/turboquant-completion-hardening", + "dependsOn": ["W4"], + "task": "Verify model profile v2, exact tuple identity, mismatch reasons, and fallback fingerprints.", + "owns": ["Libraries/MLXLMCommon/TurboQuantProfiles.swift", "TurboQuantProfiles/*.json", "profile-v2 tests"], + "requiredGates": ["mlx-lm-profile-tests"], + "activationStatus": "evidenceProducer" + }, + { + "id": "W10-full", + "wave": "wave-3", + "repo": "pines", + "branch": "tq/pines-evidence-store", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W10-skeleton", "W3"], + "task": "Verify benchmark importer, evidence lookup, and exact compatibility-pair binding.", + "owns": ["Profile evidence persistence importer/tests"], + "requiredGates": ["pines-wave3-evidence-tests"], + "activationStatus": "evidenceConsumer" + }, + { + "id": "W22-full", + "wave": "wave-3", + "repo": "mlx-swift-lm,pines", + "branch": "tq/quality-gates", + "targetBranch": "repo integration branch", + "dependsOn": ["W22-skeleton", "W10-full"], + "task": "Verify full quality metrics, evidence levels, and Verified rejection for failed quality.", + "owns": ["quality gate harness/importer/tests"], + "requiredGates": ["quality-gate-tests"], + "activationStatus": "evidenceGate" + }, + { + "id": "W23-full", + "wave": "wave-3", + "repo": "pines", + "branch": "tq/memory-calibration", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W23-skeleton", "INT-1"], + "task": "Verify planned-vs-actual memory samples, p95 multiplier, and no jetsam evidence.", + "owns": ["memory calibration persistence/tests"], + "requiredGates": ["memory-calibration-tests"], + "activationStatus": "evidenceGate" + }, + { + "id": "W12", + "wave": "wave-3", + "repo": "pines", + "branch": "tq/pines-compatibility-ui", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W8", "W9", "W10-skeleton"], + "task": "Verify compatibility UI states never show Verified without evidence.", + "owns": ["compatibility UI and technical drawer"], + "requiredGates": ["compatibility-ui-tests"], + "activationStatus": "conservative" + }, + { + "id": "REAL-DEVICE", + "wave": "wave-3", + "repo": "pines", + "branch": "tq/pines-device-acceptance-runner", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["INT-1", "W10-full", "W22-full", "W23-full"], + "task": "Capture and import exact physical iPhone real-model evidence tuple.", + "owns": ["scripts/diagnostics/run-ios-turboquant-bench.sh", "device evidence artifacts"], + "requiredGates": ["physical-ios-real-model-evidence"], + "activationStatus": "requiredForVerified" + }, + { + "id": "INT-2B", + "wave": "wave-3.5", + "repo": "pines", + "branch": "tq/integration-pin-mlx-production", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["INT-2A", "REAL-DEVICE"], + "task": "Promote production pins only after green compatibility pair and exact tuple evidence.", + "owns": ["project.yml", "Package.resolved", "generated Xcode project", "docs/STATUS.md", "docs/TURBOQUANT.md", "compatibility-pair.json"], + "requiredGates": ["full-pines-validation", "release-green-policy"], + "activationStatus": "verifiedOnlyIfGreen" + }, + { + "id": "W11", + "wave": "wave-4", + "repo": "pines", + "branch": "tq/context-memory-v1", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["INT-1", "W8"], + "task": "Verify full ContextAssemblyPlan.v1 and RunDecision observability.", + "owns": ["context memory planner"], + "requiredGates": ["context-memory-tests"], + "activationStatus": "conservative" + }, + { + "id": "W14A", + "wave": "wave-4", + "repo": "mlx-swift-lm", + "branch": "tq/lm-kv-snapshots", + "targetBranch": "codex/turboquant-completion-hardening", + "dependsOn": ["W5"], + "task": "Verify LM KV snapshot export/import behind disabled/default-off flags.", + "owns": ["Libraries/MLXLMCommon/TurboQuantKVSnapshot.swift", "snapshot tests"], + "requiredGates": ["mlx-lm-snapshot-tests"], + "activationStatus": "disabledUntilVerified" + }, + { + "id": "W14B", + "wave": "wave-4", + "repo": "pines", + "branch": "tq/pines-kv-snapshots", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W14A", "W10-full", "W11"], + "task": "Verify encrypted local snapshot store remains fail-closed.", + "owns": ["Pines KV snapshot store and persistence"], + "requiredGates": ["pines-kv-snapshot-tests"], + "activationStatus": "disabledUntilVerified" + }, + { + "id": "W17", + "wave": "wave-4", + "repo": "pines", + "branch": "tq/snapshot-security", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W14B"], + "task": "Verify key rotation, atomic writes, quarantine, quota, and deletion hooks.", + "owns": ["snapshot security policy/tests"], + "requiredGates": ["snapshot-security-tests"], + "activationStatus": "disabledUntilVerified" + }, + { + "id": "IOS-LIFECYCLE", + "wave": "wave-4", + "repo": "pines", + "branch": "tq/ios-lifecycle-turboquant", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["INT-1"], + "task": "Verify memory pressure, thermal, suspend/resume, cancellation, and reset behavior.", + "owns": ["iOS lifecycle policy/tests"], + "requiredGates": ["ios-lifecycle-tests"], + "activationStatus": "conservative" + }, + { + "id": "W13", + "wave": "wave-5", + "repo": "mlx-swift", + "branch": "tq/layout-v5-kernels", + "targetBranch": "codex/turboquant-core-completion", + "dependsOn": ["W3", "W22-full", "W23-full"], + "task": "Refine native affine K8/V4 kernels and Layout V5 behind quality and fallback gates.", + "owns": ["TurboQuant kernels", "Layout V5 implementation", "hidden-copy audit"], + "requiredGates": ["mlx-layout-v5-kernel-tests", "quality-gate-regression"], + "activationStatus": "disabledUntilVerified" + }, + { + "id": "V3-OPT", + "wave": "wave-5", + "repo": "mlx-swift-lm", + "branch": "tq/v3-optimized-evidence", + "targetBranch": "codex/turboquant-completion-hardening", + "dependsOn": ["W6", "W22-full"], + "task": "Promote-or-kill first/last layer K8/V4 plus middle V3 only after full matrix evidence.", + "owns": ["V3-optimized profiles", "V3 evidence artifacts"], + "requiredGates": ["v3-optimized-32k-64k-128k-quality-speed"], + "activationStatus": "disabledUntilVerified" + }, + { + "id": "SPARSE-V", + "wave": "wave-5", + "repo": "mlx-swift,mlx-swift-lm,pines", + "branch": "tq/sparse-v-evidence", + "targetBranch": "repo integration branch", + "dependsOn": ["W3", "W6", "W22-full"], + "task": "Evaluate Sparse-V as a K8/V4 overlay only; dense fallback rows do not count as Sparse-V wins.", + "owns": ["Sparse-V benchmark rows", "Sparse-V evidence importer fields"], + "requiredGates": ["sparse-v-real-model-quality-speed-fallback"], + "activationStatus": "disabledUntilVerified" + }, + { + "id": "HARNESS", + "wave": "wave-5", + "repo": "all", + "branch": "tq/turboquant-harness-normalization", + "targetBranch": "repo integration branch", + "dependsOn": ["W3", "W10-full"], + "task": "Normalize benchmark names, schema versions, artifacts, and promotion scripts.", + "owns": ["benchmark harness docs/scripts/tests"], + "requiredGates": ["harness-json-tests"], + "activationStatus": "evidenceHygiene" + }, + { + "id": "W15A", + "wave": "wave-6", + "repo": "mlx-swift-lm", + "branch": "tq/lm-speculative", + "targetBranch": "codex/turboquant-completion-hardening", + "dependsOn": ["W14A"], + "task": "Verify speculative target verifier, rollback, and compressed-cache safety.", + "owns": ["Libraries/MLXLMCommon/TurboQuantSpeculative.swift", "speculative LM tests"], + "requiredGates": ["mlx-lm-speculative-tests"], + "activationStatus": "disabledUntilVerified" + }, + { + "id": "W15B", + "wave": "wave-6", + "repo": "pines", + "branch": "tq/pines-speculative", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W15A"], + "task": "Wire speculative product DTOs and telemetry behind disabled gates.", + "owns": ["Pines speculative DTOs, admission reserves, telemetry"], + "requiredGates": ["pines-speculative-tests"], + "activationStatus": "disabledUntilVerified" + }, + { + "id": "W29-core", + "wave": "wave-7", + "repo": "mlx-swift", + "branch": "tq/wave7-core-platform", + "targetBranch": "codex/turboquant-core-completion", + "dependsOn": ["W13"], + "task": "Expose core platform contracts for adaptive precision/open-KV while disabled by default.", + "owns": ["Source/MLX/TurboQuantPlatformPolicy.swift", "core platform tests"], + "requiredGates": ["mlx-wave7-platform-tests"], + "activationStatus": "disabledUntilVerified" + }, + { + "id": "W29-lm", + "wave": "wave-7", + "repo": "mlx-swift-lm", + "branch": "tq/wave7-lm-platform", + "targetBranch": "codex/turboquant-completion-hardening", + "dependsOn": ["W15A"], + "task": "Expose LM platform policy/open-KV identity contracts while disabled by default.", + "owns": ["Libraries/MLXLMCommon/TurboQuantPlatformPolicy.swift", "LM platform tests"], + "requiredGates": ["mlx-lm-wave7-platform-tests"], + "activationStatus": "disabledUntilVerified" + }, + { + "id": "W29-pines", + "wave": "wave-7", + "repo": "pines", + "branch": "tq/wave7-platform-unlocks", + "targetBranch": "codex/local-runtime-hardening", + "dependsOn": ["W29-core", "W29-lm"], + "task": "Expose Pines platform gates, admission reserves, and evidence dimensions while disabled by default.", + "owns": ["Pines platform gates, evidence dimensions, policy tests"], + "requiredGates": ["pines-wave7-platform-tests"], + "activationStatus": "disabledUntilVerified" + } + ], + "gates": { + "compatibility-json": { + "repo": "pines", + "commands": [ + "python3 -m json.tool docs/turboquant-implementation/compatibility-pair.json >/dev/null", + "python3 -m json.tool docs/turboquant-implementation/compatibility-pair.schema.json >/dev/null" + ] + }, + "json-diff-check": { + "repo": "pines", + "commands": [ + "git diff --check" + ] + }, + "schema-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter CoreContractTests" + ] + }, + "failure-contract-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuant" + ] + }, + "release-green-policy": { + "repo": "pines", + "commands": [ + "python3 scripts/diagnostics/turboquant-worker-plan.py --validate --compatibility" + ] + }, + "mlx-core-contract-tests": { + "repo": "mlx-swift", + "commands": [ + "swift test --filter TurboQuantContractsTests" + ] + }, + "mlx-validation-router-tests": { + "repo": "mlx-swift", + "commands": [ + "swift test --filter 'TurboQuantValidationTests|TurboQuantAttentionRouterTests'" + ] + }, + "mlx-core-benchmark-json-tests": { + "repo": "mlx-swift", + "commands": [ + "swift test --filter TurboQuantBenchmarkReportTests", + "swift run TurboQuantBenchmark --json" + ] + }, + "mlx-layout-v5-kernel-tests": { + "repo": "mlx-swift", + "commands": [ + "swift test --filter 'TurboQuantNativeAttentionTests|MLXFastKernelTests'" + ] + }, + "mlx-wave7-platform-tests": { + "repo": "mlx-swift", + "commands": [ + "swift test --filter TurboQuantWave7PlatformPolicyTests" + ] + }, + "mlx-lm-turboquant-runtime-failure-tests": { + "repo": "mlx-swift-lm", + "commands": [ + "swift test --filter TurboQuantRuntimeFailureTests" + ] + }, + "mlx-lm-cache-runtime-snapshot-tests": { + "repo": "mlx-swift-lm", + "commands": [ + "swift test --filter 'TurboQuantCacheRuntimeSnapshotTests|KVCacheTests'" + ] + }, + "mlx-lm-profile-tests": { + "repo": "mlx-swift-lm", + "commands": [ + "swift test --filter TurboQuantProfileTests" + ] + }, + "mlx-lm-snapshot-tests": { + "repo": "mlx-swift-lm", + "commands": [ + "swift test --filter TurboQuantKVSnapshotTests" + ] + }, + "mlx-lm-speculative-tests": { + "repo": "mlx-swift-lm", + "commands": [ + "swift test --filter TurboQuantSpeculativeTests" + ] + }, + "mlx-lm-wave7-platform-tests": { + "repo": "mlx-swift-lm", + "commands": [ + "swift test --filter TurboQuantWave7PlatformTests" + ] + }, + "pines-turboquant-control-plane-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantWave1ControlPlaneTests" + ] + }, + "pines-fallback-contract-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantFallbackContractTests" + ] + }, + "pines-admission-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantAdmission" + ] + }, + "pines-run-decision-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantRunDecision" + ] + }, + "pines-evidence-schema-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantWave3EvidenceTests" + ] + }, + "quality-schema-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantWave3EvidenceTests" + ] + }, + "memory-calibration-schema-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantWave3EvidenceTests" + ] + }, + "pines-turboquant-bridge-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuant" + ] + }, + "pines-pin-validation": { + "repo": "pines", + "commands": [ + "swift build --disable-automatic-resolution", + "swift test --disable-automatic-resolution", + "bash scripts/ci/check-mlx-package-pins.sh" + ] + }, + "pines-wave3-evidence-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantWave3EvidenceTests" + ] + }, + "quality-gate-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantWave3EvidenceTests" + ] + }, + "memory-calibration-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantWave3EvidenceTests" + ] + }, + "compatibility-ui-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantWave3EvidenceTests" + ] + }, + "physical-ios-real-model-evidence": { + "repo": "pines", + "commands": [ + "PINES_TQ_BENCH_FULL=1 bash scripts/diagnostics/run-ios-turboquant-bench.sh" + ] + }, + "full-pines-validation": { + "repo": "pines", + "commands": [ + "swift build --disable-automatic-resolution", + "swift test --disable-automatic-resolution", + "swift run --disable-automatic-resolution PinesCoreTestRunner", + "bash scripts/ci/xcodegen.sh generate", + "bash scripts/ci/run-xcode-validation.sh" + ] + }, + "context-memory-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantWave4ContextMemoryTests" + ] + }, + "pines-kv-snapshot-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantKVSnapshotStoreTests" + ] + }, + "snapshot-security-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter SnapshotSecurityPolicyTests" + ] + }, + "ios-lifecycle-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuant" + ] + }, + "quality-gate-regression": { + "repo": "mlx-swift-lm", + "commands": [ + "TQ_MODEL_DIR=/path/to/mlx-model scripts/run-turboquant-current-benchmarks.sh" + ] + }, + "v3-optimized-32k-64k-128k-quality-speed": { + "repo": "mlx-swift-lm", + "commands": [ + "TQ_MODEL_DIR=/path/to/mlx-model scripts/run-turboquant-v3-optimization.sh" + ] + }, + "sparse-v-real-model-quality-speed-fallback": { + "repo": "mlx-swift-lm", + "commands": [ + "TQ_MODEL_DIR=/path/to/mlx-model scripts/run-turboquant-current-benchmarks.sh" + ] + }, + "harness-json-tests": { + "repo": "all", + "commands": [ + "python3 scripts/diagnostics/turboquant-worker-plan.py --validate --compatibility" + ] + }, + "pines-speculative-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantWave6SpeculativeTests" + ] + }, + "pines-wave7-platform-tests": { + "repo": "pines", + "commands": [ + "swift test --disable-automatic-resolution --filter TurboQuantWave7PlatformTests" + ] + } + } +} diff --git a/docs/turboquant-implementation/18-multi-worker-execution.md b/docs/turboquant-implementation/18-multi-worker-execution.md new file mode 100644 index 0000000..a78fd25 --- /dev/null +++ b/docs/turboquant-implementation/18-multi-worker-execution.md @@ -0,0 +1,75 @@ +# Multi-Worker Execution + +This document turns the worker launch schedule into an executable coordination +surface. The machine-readable source of truth is +[18-multi-worker-execution-manifest.json](18-multi-worker-execution-manifest.json). + +Use it when launching parallel agents, preparing worker PR descriptions, or +checking that a release-green decision still respects the Verified Only bar. + +## Operator Commands + +Validate the manifest and the current compatibility-pair policy: + +```bash +python3 scripts/diagnostics/turboquant-worker-plan.py --validate --compatibility +``` + +List all workers in wave order: + +```bash +python3 scripts/diagnostics/turboquant-worker-plan.py --list +``` + +Print only runnable worker cards for a wave: + +```bash +python3 scripts/diagnostics/turboquant-worker-plan.py --wave wave-3 +``` + +Print one worker handoff card: + +```bash +python3 scripts/diagnostics/turboquant-worker-plan.py --worker W13 +``` + +## Dispatch Rules + +- Start each worker with `git status --short --branch` in its assigned repo. +- Treat dirty files as owned by another active worker unless the file is listed + in that worker's `owns` field. +- Use `targetBranch` from the manifest for PRs and keep worker branches small. +- Do not edit serialized ownership areas unless the worker ID is listed as an + owner in the manifest. +- Keep `affineK8V4` as the only production compressed baseline until another + path independently passes the same current real-device evidence bar. +- Keep lower-V, Sparse-V, snapshots, speculative decoding, Layout V5, and + Wave 7 platform unlocks disabled or debug-only until their exact gates pass. + +## Worker Output Contract + +Each worker final message or PR body must include: + +```text +Scope: +Wave: +Owned files: +Files intentionally not touched: +Contracts used: +Schemas changed: +Feature flags: +Tests added: +Manual validation: +Evidence artifacts: +Known follow-up: +Activation status: +Compatibility-pair impact: +``` + +## Green-Status Rule + +The script intentionally fails if the compatibility pair is marked `green` +without `releaseReadiness.greenAllowed == true`, or if Verified/Certified +product claims are allowed while the manifest is still set to the Verified Only +release bar. Passing the script is not enough to certify a release; it only +guards the coordination rules before the full validation matrix runs. diff --git a/docs/turboquant-implementation/README.md b/docs/turboquant-implementation/README.md index fac759f..da94d26 100644 --- a/docs/turboquant-implementation/README.md +++ b/docs/turboquant-implementation/README.md @@ -39,6 +39,9 @@ The finished system should behave like this: 14. [Validation and Release Gates](12-validation-and-release-gates.md) 15. [Complete Task Inventory](13-complete-task-inventory.md) 16. [PR and Merge Plan](15-pr-merge-plan.md) +17. [Current Paths and Benchmark Matrix](16-current-paths-and-benchmarks.md) +18. [Lower-V and Sparse-V Optimization Plan](17-lower-v-sparse-v-optimization-plan.md) +19. [Multi-Worker Execution](18-multi-worker-execution.md) ## How to execute the packet @@ -58,6 +61,15 @@ Use [Worker Ownership](08-worker-ownership.md) for file ownership and PR rules, Use [PR and Merge Plan](15-pr-merge-plan.md) for branch targets, worker PR sequencing, wave promotion, compatibility pin validation, and final default-branch merge gates. +Use [Multi-Worker Execution](18-multi-worker-execution.md) and its +machine-readable [manifest](18-multi-worker-execution-manifest.json) when +launching parallel agents or validating worker dispatch rules: + +```bash +python3 scripts/diagnostics/turboquant-worker-plan.py --validate --compatibility +python3 scripts/diagnostics/turboquant-worker-plan.py --wave wave-3 +``` + Machine-readable compatibility-pair files: - [compatibility-pair.schema.json](compatibility-pair.schema.json) @@ -67,8 +79,9 @@ Current status: - The active compatibility pair is failed/non-green after the Wave 0 baseline `turboquant-wave0-20260531T024557Z`. - Pines pins `mlx-swift` `609e8333671419ee1dbe928eeee7f48a24682631` and `mlx-swift-lm` `725add5dd15ef6c1c01073ce9f81412957fa5c6d`. -- Layout V6 is the default TurboQuant layout on this pair; Layout V4 and V5 remain supported for legacy and comparison runs. +- Layout V4 is the production default for new TurboQuant attention layout requests; Layout V5/V6 remain supported for explicit experimental, benchmark, and compatibility runs. - Current continuation evidence includes passing local TurboQuant gates and exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is synthetic attention-shape evidence. Release comparisons now require `real-model-inference-v1`; native backend performance parity and the full release benchmark/quality/fallback matrix remain incomplete. +- The latest Mac real-model K8/Vx baseline is [20260601T144308Z](baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md): dense K8/V4 passes the current 32K/64K FP16-referenced logit gates, while K8/V3 and K8/V2 preserve top-1 but fail P95 max-logit-error gates. Native Sparse-V threshold/top-k/cumulative/hybrid modes are implemented and reportable, but remain disabled by default until real-model and iOS evidence passes. - Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only and cannot make the current pair green. - Real-device model/device/mode evidence is still required before any product surface may claim `Verified` or `Certified` compatibility. diff --git a/docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.json b/docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.json new file mode 100644 index 0000000..57d1a03 --- /dev/null +++ b/docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.json @@ -0,0 +1,54 @@ +{ + "schemaVersion": 1, + "createdAt": "2026-06-01T14:43:08Z", + "artifactRun": "turboquant-k8vx-realmodel-20260601T144308Z", + "artifactSummary": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-k8vx-realmodel-20260601T144308Z/k8vx-quality-speed-summary.md", + "host": { + "hardware": "Mac14,10", + "memoryBytes": 17179869184 + }, + "model": { + "path": "/Users/mt/.cache/huggingface/hub/models--mlx-community--Qwen3.5-2B-4bit/snapshots/674aaa7240b91e8012fcad5d791b7dfe5ba90207" + }, + "tool": "TurboQuantInferenceParity", + "generateTokens": 8, + "speedRows": [ + { "contextTokens": 32768, "config": "fp16", "decodeTokensPerSecond": 20.50, "prefillTokensPerSecond": 710.6, "ratioVsFP16": 1.0 }, + { "contextTokens": 32768, "config": "affineK8V4", "decodeTokensPerSecond": 32.40, "prefillTokensPerSecond": 809.4, "ratioVsFP16": 1.581 }, + { "contextTokens": 32768, "config": "affineK8V3", "decodeTokensPerSecond": 14.16, "prefillTokensPerSecond": 796.7, "ratioVsFP16": 0.691 }, + { "contextTokens": 32768, "config": "affineK8V2", "decodeTokensPerSecond": 15.54, "prefillTokensPerSecond": 729.3, "ratioVsFP16": 0.758 }, + { "contextTokens": 65536, "config": "fp16", "decodeTokensPerSecond": 43.06, "prefillTokensPerSecond": 684.9, "ratioVsFP16": 1.0 }, + { "contextTokens": 65536, "config": "affineK8V4", "decodeTokensPerSecond": 21.54, "prefillTokensPerSecond": 616.2, "ratioVsFP16": 0.500 }, + { "contextTokens": 65536, "config": "affineK8V3", "decodeTokensPerSecond": 21.39, "prefillTokensPerSecond": 700.1, "ratioVsFP16": 0.497 }, + { "contextTokens": 65536, "config": "affineK8V2", "decodeTokensPerSecond": 21.36, "prefillTokensPerSecond": 710.6, "ratioVsFP16": 0.496 }, + { "contextTokens": 131072, "config": "affineK8V4", "decodeTokensPerSecond": 15.72, "prefillTokensPerSecond": 448.5, "ratioVsFP16": null }, + { "contextTokens": 131072, "config": "affineK8V3", "decodeTokensPerSecond": 13.24, "prefillTokensPerSecond": 543.7, "ratioVsFP16": null }, + { "contextTokens": 131072, "config": "affineK8V2", "decodeTokensPerSecond": 8.54, "prefillTokensPerSecond": 502.9, "ratioVsFP16": null } + ], + "qualityThresholds": { + "top1Match": 1.0, + "meanKLMax": 0.10, + "p95MaxAbsMax": 2.0 + }, + "qualityRows": [ + { "contextTokens": 32768, "candidate": "affineK8V4", "reference": "fp16", "top1": 1.0, "kl": 0.000004, "p95MaxAbs": 1.0625, "cosine": 0.9934, "passed": true }, + { "contextTokens": 32768, "candidate": "affineK8V3", "reference": "fp16", "top1": 1.0, "kl": 0.000035, "p95MaxAbs": 2.7656, "cosine": 0.9638, "passed": false }, + { "contextTokens": 32768, "candidate": "affineK8V2", "reference": "fp16", "top1": 1.0, "kl": 0.000262, "p95MaxAbs": 4.5586, "cosine": 0.8914, "passed": false }, + { "contextTokens": 65536, "candidate": "affineK8V4", "reference": "fp16", "top1": 1.0, "kl": 0.000006, "p95MaxAbs": 1.1328, "cosine": 0.9888, "passed": true }, + { "contextTokens": 65536, "candidate": "affineK8V3", "reference": "fp16", "top1": 1.0, "kl": 0.000057, "p95MaxAbs": 2.8828, "cosine": 0.9348, "passed": false }, + { "contextTokens": 65536, "candidate": "affineK8V2", "reference": "fp16", "top1": 1.0, "kl": 0.000048, "p95MaxAbs": 4.4004, "cosine": 0.8720, "passed": false }, + { "contextTokens": 131072, "candidate": "affineK8V3", "reference": "affineK8V4", "top1": 1.0, "kl": 0.000121, "p95MaxAbs": 2.9375, "cosine": 0.9656, "passed": false }, + { "contextTokens": 131072, "candidate": "affineK8V2", "reference": "affineK8V4", "top1": 1.0, "kl": 0.000096, "p95MaxAbs": 5.3984, "cosine": 0.8606, "passed": false } + ], + "verdict": { + "denseK8V4PromotionCandidate": true, + "affineK8V3Promotable": false, + "affineK8V2Promotable": false, + "sparseVPromotable": false, + "notes": [ + "K8/V4 passes current FP16-referenced real-model logit gates at 32K and 64K.", + "K8/V3 and K8/V2 preserve top-1 but fail P95 max-logit-error thresholds.", + "128K FP16 was not run because raw FP16 KV alone is approximately 16 GiB for this shape on a 16 GB Mac." + ] + } +} diff --git a/docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md b/docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md new file mode 100644 index 0000000..132ac6b --- /dev/null +++ b/docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md @@ -0,0 +1,82 @@ +# K8/Vx Real-Model Quality And Speed Baseline + +Artifact run: `turboquant-k8vx-realmodel-20260601T144308Z` + +Primary artifact: +`/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-k8vx-realmodel-20260601T144308Z/k8vx-quality-speed-summary.md` + +Host: + +| Field | Value | +| --- | --- | +| Hardware | `Mac14,10` | +| Memory | `17179869184` bytes | +| Model | `/Users/mt/.cache/huggingface/hub/models--mlx-community--Qwen3.5-2B-4bit/snapshots/674aaa7240b91e8012fcad5d791b7dfe5ba90207` | +| Tool | `TurboQuantInferenceParity` | +| Generate tokens | `8` | + +## Speed Matrix + +| Context | Config | Decode tok/s | Prefill tok/s | Ratio vs FP16 | +| ---: | --- | ---: | ---: | ---: | +| 32768 | `fp16` | 20.50 | 710.6 | 1.000 | +| 32768 | `affineK8V4` | 32.40 | 809.4 | 1.581 | +| 32768 | `affineK8V3` | 14.16 | 796.7 | 0.691 | +| 32768 | `affineK8V2` | 15.54 | 729.3 | 0.758 | +| 65536 | `fp16` | 43.06 | 684.9 | 1.000 | +| 65536 | `affineK8V4` | 21.54 | 616.2 | 0.500 | +| 65536 | `affineK8V3` | 21.39 | 700.1 | 0.497 | +| 65536 | `affineK8V2` | 21.36 | 710.6 | 0.496 | +| 131072 | `affineK8V4` | 15.72 | 448.5 | n/a | +| 131072 | `affineK8V3` | 13.24 | 543.7 | n/a | +| 131072 | `affineK8V2` | 8.54 | 502.9 | n/a | + +128K FP16 was not run on this host. For the Qwen GQA4/HD256 shape with 32 +layers, raw FP16 KV alone is roughly 16 GiB at 128K before model weights, +temporary tensors, command buffers, and runtime overhead. + +128K rows required strict long-context scheduling: + +```bash +TQ_PREFILL_SYNC_INTERVAL=1 TQ_DECODE_SYNC_INTERVAL=1 +``` + +A combined 128K K8/V4 -> K8/V3 process still hit +`kIOGPUCommandBufferCallbackErrorImpactingInteractivity`; isolated strict-sync +V3 and V2 processes completed. + +## Quality Matrix + +32K and 64K compare compressed rows against FP16. 128K compares lower-V rows +against dense K8/V4 because FP16 is not practical on this host. + +Current `real-model-inference-v1` thresholds for this gate: + +| Metric | Threshold | +| --- | ---: | +| Top-1 match | `1.0` | +| Mean KL | `<= 0.10` | +| P95 max abs logit error | `<= 2.0` | + +| Context | Candidate | Reference | Top-1 | KL | P95 max abs | Cosine | Result | +| ---: | --- | --- | ---: | ---: | ---: | ---: | --- | +| 32768 | `affineK8V4` | `fp16` | 1.000 | 0.000004 | 1.0625 | 0.9934 | pass | +| 32768 | `affineK8V3` | `fp16` | 1.000 | 0.000035 | 2.7656 | 0.9638 | fail | +| 32768 | `affineK8V2` | `fp16` | 1.000 | 0.000262 | 4.5586 | 0.8914 | fail | +| 65536 | `affineK8V4` | `fp16` | 1.000 | 0.000006 | 1.1328 | 0.9888 | pass | +| 65536 | `affineK8V3` | `fp16` | 1.000 | 0.000057 | 2.8828 | 0.9348 | fail | +| 65536 | `affineK8V2` | `fp16` | 1.000 | 0.000048 | 4.4004 | 0.8720 | fail | +| 131072 | `affineK8V3` | `affineK8V4` | 1.000 | 0.000121 | 2.9375 | 0.9656 | fail | +| 131072 | `affineK8V2` | `affineK8V4` | 1.000 | 0.000096 | 5.3984 | 0.8606 | fail | + +## Current Verdict + +Dense K8/V4 is the only K8/Vx row that passes the current FP16-referenced +real-model logit gate at 32K and 64K. K8/V3 and K8/V2 preserve top-1 in this +run, but they exceed the P95 max-logit-error threshold at every measured +context. + +For 128K optimization work on this 16 GB Mac, dense K8/V4 is the correct +reference baseline. Lower-V rows and Sparse-V rows must be treated as guarded +experiments until they pass real-model speed, memory, fallback, and quality +gates. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index d7d738e..ec4c5b8 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -564,7 +564,8 @@ "The current continuation pair remains failed/non-green until native-performance, real-model-inference, full benchmark-matrix, performance-parity, quality-memory, and fallback evidence pass; historical app-host smoke from earlier pins is retained only as prior evidence.", "Post-Wave0 stabilization updated the current pair with passing mlx-swift TurboQuant tests, passing mlx-swift-lm TurboQuant tests, passing Pines pin/TurboQuant tests, and a passing app-hosted physical-device iOS smoke on iPhone16,2 for the exact pins.", "The current physical-device smoke artifact is /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. It reports 8K qwen3.5-2b turbo4v2 synthetic attention-shape smoke: compressed 48.95 tok/s, plain 643.10 tok/s, speed ratio 0.0761, cosine 0.999992, and 2.21x KV memory reduction. The manifest classifies this smoke-only evidence as productClaimLevel=unverified, realModelInferenceEvidence=missing, and nativeBackendPerformanceEvidence=not-proven; future app-host reruns emit that classification directly in diagnostics.", - "Mac real-model Qwen3.5-2B evidence for the current local pair is present: 32K affine K8/V4 reaches 33.20 tok/s vs FP16 42.74 tok/s (0.777x), while 64K reaches 17.57 tok/s vs FP16 32.31 tok/s (0.544x). Artifacts are under /Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-32k-20260601T101644Z and /Users/mt/Programming/Schtack/mlx-forks/mlx-swift-lm/artifacts/real-model-k8v4-idle-64k-20260601T102000Z.", + "Latest Mac real-model Qwen3.5-2B K8/Vx evidence for the current local pair is documented at /Users/mt/Programming/Schtack/pines/docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md and raw artifact /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-k8vx-realmodel-20260601T144308Z/k8vx-quality-speed-summary.md. Dense K8/V4 passes current 32K/64K FP16-referenced logit gates; K8/V3 and K8/V2 preserve top-1 but fail P95 max-logit-error gates. At 128K, dense K8/V4 is the compressed reference because FP16 raw KV alone is about 16 GiB before model/runtime overhead on this 16 GB Mac.", + "Native Sparse-V threshold, top-k, cumulative-mass, and hybrid cumulative-plus-top-k diagnostics are wired, but Sparse-V remains disabled by default and non-promoted until real-model speed, memory, quality, task, fallback, and iOS physical-device evidence passes.", "The pair remains failed/non-green because compressed equal-context throughput is still below raw FP16, current physical-device evidence for these exact pins is synthetic smoke only, and full release benchmark/quality/fallback evidence is incomplete. TurboQuant remains a capacity route until later evidence proves parity.", "Authoritative current-pair status is failed/non-green. Historical pass, smoke, simulator, and Mac proof evidence remains retained below but is superseded by the Wave 0 baseline and cannot green the current pair.", "Pins alone establish only an unverified compatibility identity. Verified and Certified product labels require accepted real-device evidence for the exact model/device/mode tuple plus passing quality, memory, throughput, and fallback gates.", diff --git a/scripts/diagnostics/turboquant-worker-plan.py b/scripts/diagnostics/turboquant-worker-plan.py new file mode 100644 index 0000000..52902ab --- /dev/null +++ b/scripts/diagnostics/turboquant-worker-plan.py @@ -0,0 +1,339 @@ +#!/usr/bin/env python3 +"""Inspect and validate the TurboQuant multi-worker execution manifest.""" + +from __future__ import annotations + +import argparse +import json +import pathlib +import subprocess +import sys +from typing import Any + + +ROOT = pathlib.Path(__file__).resolve().parents[2] +DEFAULT_MANIFEST = ( + ROOT / "docs/turboquant-implementation/18-multi-worker-execution-manifest.json" +) +DEFAULT_COMPATIBILITY = ROOT / "docs/turboquant-implementation/compatibility-pair.json" + + +def load_json(path: pathlib.Path) -> dict[str, Any]: + with path.open("r", encoding="utf-8") as handle: + payload = json.load(handle) + if not isinstance(payload, dict): + raise ValueError(f"{path} must contain a JSON object") + return payload + + +def repo_status(path: pathlib.Path) -> str: + try: + return subprocess.check_output( + ["git", "-C", str(path), "status", "--short", "--branch"], + text=True, + stderr=subprocess.DEVNULL, + ).strip() + except Exception: + return "git status unavailable" + + +def workers_by_id(manifest: dict[str, Any]) -> dict[str, dict[str, Any]]: + workers = manifest.get("workers", []) + if not isinstance(workers, list): + raise ValueError("manifest workers must be an array") + result: dict[str, dict[str, Any]] = {} + for worker in workers: + if not isinstance(worker, dict): + raise ValueError("each worker must be an object") + worker_id = worker.get("id") + if not isinstance(worker_id, str) or not worker_id: + raise ValueError("each worker must have a non-empty string id") + if worker_id in result: + raise ValueError(f"duplicate worker id: {worker_id}") + result[worker_id] = worker + return result + + +def waves_by_id(manifest: dict[str, Any]) -> dict[str, dict[str, Any]]: + waves = manifest.get("waves", []) + if not isinstance(waves, list): + raise ValueError("manifest waves must be an array") + result: dict[str, dict[str, Any]] = {} + for wave in waves: + if not isinstance(wave, dict): + raise ValueError("each wave must be an object") + wave_id = wave.get("id") + if not isinstance(wave_id, str) or not wave_id: + raise ValueError("each wave must have a non-empty string id") + if wave_id in result: + raise ValueError(f"duplicate wave id: {wave_id}") + result[wave_id] = wave + return result + + +def validate_manifest(manifest: dict[str, Any]) -> list[str]: + errors: list[str] = [] + policy = manifest.get("promotionPolicy", {}) + if not isinstance(policy, dict): + errors.append("promotionPolicy must be an object") + policy = {} + if policy.get("bar") != "verifiedOnly": + errors.append("promotionPolicy.bar must be verifiedOnly") + if policy.get("productionCompressedBaseline") != "affineK8V4": + errors.append("productionCompressedBaseline must be affineK8V4") + if policy.get("historicalSyntheticSimulatorOrDenseFallbackEvidenceMayPromote") is not False: + errors.append("historical/synthetic/simulator/dense-fallback promotion must be false") + + defaults = policy.get("defaultActivation", {}) + if not isinstance(defaults, dict): + errors.append("promotionPolicy.defaultActivation must be an object") + defaults = {} + for path in policy.get("experimentalPaths", []): + if path == "affineK8V4": + continue + if defaults.get(path) != "disabledUntilVerified": + errors.append(f"{path} must default to disabledUntilVerified") + + try: + workers = workers_by_id(manifest) + waves = waves_by_id(manifest) + except ValueError as exc: + return errors + [str(exc)] + + gates = manifest.get("gates", {}) + if not isinstance(gates, dict): + errors.append("gates must be an object") + gates = {} + + for wave_id, wave in waves.items(): + wave_workers = wave.get("workers", []) + if not isinstance(wave_workers, list): + errors.append(f"{wave_id} workers must be an array") + continue + for worker_id in wave_workers: + if worker_id not in workers: + errors.append(f"{wave_id} references unknown worker {worker_id}") + for dependency in wave.get("dependsOn", []): + if dependency not in waves: + errors.append(f"{wave_id} depends on unknown wave {dependency}") + + for worker_id, worker in workers.items(): + wave_id = worker.get("wave") + if wave_id not in waves: + errors.append(f"{worker_id} references unknown wave {wave_id}") + elif worker_id not in waves[wave_id].get("workers", []): + errors.append(f"{worker_id} is not listed in {wave_id}.workers") + for dependency in worker.get("dependsOn", []): + if dependency not in workers: + errors.append(f"{worker_id} depends on unknown worker {dependency}") + for gate in worker.get("requiredGates", []): + if gate not in gates: + errors.append(f"{worker_id} references unknown gate {gate}") + + serialized = manifest.get("serializedOwnership", []) + if not isinstance(serialized, list): + errors.append("serializedOwnership must be an array") + else: + for entry in serialized: + if not isinstance(entry, dict): + errors.append("serializedOwnership entries must be objects") + continue + owners = entry.get("owners", []) + for owner in owners: + if owner not in workers: + errors.append(f"serialized owner {owner} is not a known worker") + + return errors + + +def validate_compatibility( + manifest: dict[str, Any], + compatibility_path: pathlib.Path, +) -> list[str]: + errors: list[str] = [] + compatibility = load_json(compatibility_path) + status = compatibility.get("status") + readiness = compatibility.get("releaseReadiness", {}) + claim_policy = compatibility.get("claimPolicy", {}) + green_allowed = readiness.get("greenAllowed") if isinstance(readiness, dict) else None + verified_claims = ( + claim_policy.get("verifiedOrCertifiedProductClaimsAllowed") + if isinstance(claim_policy, dict) + else None + ) + + if status == "green" and green_allowed is not True: + errors.append("compatibility-pair status is green while releaseReadiness.greenAllowed is not true") + + if manifest.get("promotionPolicy", {}).get("bar") == "verifiedOnly": + if verified_claims and green_allowed is not True: + errors.append("Verified/Certified claims are allowed before greenAllowed is true") + + required = set() + if isinstance(readiness, dict): + required = set(readiness.get("requiredEvidenceForGreen", [])) + expected = { + "native_backend_performance", + "performance_parity", + "real_model_inference", + "real_device_app_host", + "benchmark_matrix", + "quality_memory_fallback", + } + missing = expected.difference(required) + if missing: + errors.append( + "releaseReadiness.requiredEvidenceForGreen is missing: " + + ", ".join(sorted(missing)) + ) + + return errors + + +def worker_lines( + worker: dict[str, Any], + manifest: dict[str, Any], + include_status: bool = False, +) -> list[str]: + repo_roots = manifest.get("repoRoots", {}) + repo = str(worker.get("repo", "")) + first_repo = repo.split(",", 1)[0] + root = repo_roots.get(first_repo) + lines = [ + f"## {worker['id']} - {worker.get('task', '')}", + f"Wave: {worker.get('wave')}", + f"Repo: {repo}", + f"Branch: {worker.get('branch')}", + f"Target: {worker.get('targetBranch')}", + f"Activation: {worker.get('activationStatus')}", + ] + dependencies = worker.get("dependsOn", []) + if dependencies: + lines.append("Depends on: " + ", ".join(dependencies)) + owns = worker.get("owns", []) + if owns: + lines.append("Owns: " + "; ".join(owns)) + must_not_touch = worker.get("mustNotTouch", []) + if must_not_touch: + lines.append("Do not touch: " + "; ".join(must_not_touch)) + gates = worker.get("requiredGates", []) + if gates: + lines.append("Required gates: " + ", ".join(gates)) + if root: + lines.append(f"Start command: cd {root} && git status --short --branch") + if include_status: + lines.append("Current status:") + status = repo_status(pathlib.Path(root)) + lines.extend(f" {line}" for line in status.splitlines() or ["clean"]) + lines.append("") + lines.append("Required output:") + lines.extend( + [ + "Scope:", + "Wave:", + "Owned files:", + "Files intentionally not touched:", + "Contracts used:", + "Schemas changed:", + "Feature flags:", + "Tests added:", + "Manual validation:", + "Evidence artifacts:", + "Known follow-up:", + "Activation status:", + "Compatibility-pair impact:", + ] + ) + return lines + + +def print_workers( + manifest: dict[str, Any], + worker_filter: str | None, + wave_filter: str | None, + include_status: bool, +) -> int: + workers = workers_by_id(manifest) + waves = waves_by_id(manifest) + + selected: list[dict[str, Any]] = [] + if worker_filter: + worker = workers.get(worker_filter) + if worker is None: + print(f"unknown worker: {worker_filter}", file=sys.stderr) + return 2 + selected = [worker] + elif wave_filter: + wave = waves.get(wave_filter) + if wave is None: + print(f"unknown wave: {wave_filter}", file=sys.stderr) + return 2 + selected = [workers[worker_id] for worker_id in wave.get("workers", [])] + else: + for wave in manifest.get("waves", []): + selected.extend(workers[worker_id] for worker_id in wave.get("workers", [])) + + for index, worker in enumerate(selected): + if index: + print() + print("\n".join(worker_lines(worker, manifest, include_status))) + return 0 + + +def print_matrix(manifest: dict[str, Any]) -> None: + workers = workers_by_id(manifest) + for wave in manifest.get("waves", []): + worker_ids = wave.get("workers", []) + print(f"{wave['id']}: {wave.get('name', '')}") + print(" parallel:", str(wave.get("parallel", False)).lower()) + print(" workers:", ", ".join(worker_ids)) + blockers = [] + for worker_id in worker_ids: + worker = workers[worker_id] + dependencies = worker.get("dependsOn", []) + if dependencies: + blockers.append(f"{worker_id} waits for {', '.join(dependencies)}") + if blockers: + print(" dependencies:") + for blocker in blockers: + print(" -", blocker) + + +def main() -> int: + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--manifest", type=pathlib.Path, default=DEFAULT_MANIFEST) + parser.add_argument("--compatibility-path", type=pathlib.Path, default=DEFAULT_COMPATIBILITY) + parser.add_argument("--validate", action="store_true", help="validate manifest invariants") + parser.add_argument("--compatibility", action="store_true", help="validate compatibility-pair policy") + parser.add_argument("--list", action="store_true", help="list worker cards") + parser.add_argument("--worker", help="print a single worker card") + parser.add_argument("--wave", help="print worker cards for one wave") + parser.add_argument("--matrix", action="store_true", help="print wave dependency matrix") + parser.add_argument("--status", action="store_true", help="include git status in worker cards") + args = parser.parse_args() + + try: + manifest = load_json(args.manifest) + errors: list[str] = [] + if args.validate or not (args.list or args.worker or args.wave or args.matrix): + errors.extend(validate_manifest(manifest)) + if args.compatibility: + errors.extend(validate_compatibility(manifest, args.compatibility_path)) + if errors: + for error in errors: + print(f"error: {error}", file=sys.stderr) + return 1 + if args.validate or args.compatibility: + print("TurboQuant worker manifest checks passed.") + if args.matrix: + print_matrix(manifest) + if args.list or args.worker or args.wave: + return print_workers(manifest, args.worker, args.wave, args.status) + return 0 + except Exception as exc: + print(f"error: {exc}", file=sys.stderr) + return 1 + + +if __name__ == "__main__": + raise SystemExit(main()) From 235086e3aac624938712630c7d73817975fbbf06 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 7 Jun 2026 22:05:23 +0200 Subject: [PATCH 66/80] docs: record pending N2 self-speculation + N4 codec upstream adoption Documents that mlx-swift-lm 295e66b now exposes the N2 self-speculation product API (GenerateParameters.selfSpeculationMode + makeGenerationIterator, bit-exact, default-off) and mlx-swift adds the data-free Gaussian payload codec, and that adopting them requires advancing the MLX pin pair + regenerating compatibility- pair.json via the wave0 harness (not hand-edited) + the deferred A-series device run. Self-speculation ships default-off (inert until enabled + device-validated). Co-Authored-By: Claude Opus 4.8 (1M context) --- .../00-current-state.md | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index e2a73d8..14ab523 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -16,6 +16,25 @@ Pines pins `MLXSwift` to `609e8333671419ee1dbe928eeee7f48a24682631` and `MLXSwif Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker, wires native affine K8/V4 mixed quantized SDPA through the MLX Swift LM cache path, and records exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. Mac real-model inference evidence exists for Qwen3.5-2B at 32K and 64K, but compressed equal-context throughput remains below raw FP16 and parity is not achieved. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V4 is the production default for new MLX attention layout requests; Layout V5/V6 remain supported for explicit experimental, benchmark, and compatibility runs only. Exact pins plus smoke evidence remain unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. +### Pending upstream adoption: N2 self-speculation (lever ①) + N4 codec + +`mlx-swift-lm` `295e66bef0b3d85be70290b5c1adea83d694660c` now exposes +draft-model-free self-speculation as a product API: `GenerateParameters.selfSpeculationMode` +(`.off` default | `.promptLookup`) routed via `makeGenerationIterator(...)`, bit-exact for +greedy/no-processor and falling back to exact decode otherwise (incl. non-trimmable hybrid +caches). It pairs with the validated N7 async-prefetch path (16K long-doc 1.43→1.76×). `mlx-swift` +`6bfa04e…`/`4a83f63…` also adds the data-free Gaussian Lloyd-Max payload codec format +(`TurboQuantReferenceFormat.gaussianLloydMax`, 3.2× at equal quality), pending a Metal decode kernel. + +**This is NOT yet pinned here.** Adopting it requires advancing the MLX pin pair to +mlx-swift `6bfa04e2924152c52c56eac5c3420a7cc7e8d720` + mlx-swift-lm +`295e66bef0b3d85be70290b5c1adea83d694660c` across all six pin sites AND regenerating +`compatibility-pair.json` via the wave0 validation harness (the evidence artifact must be +harness-generated, not hand-edited) plus wiring `selfSpeculationMode` into +`MLXRuntimeBridge.GenerateParameters`. The harness's full evidence needs the deferred A-series +device run, so the pair would advance as `failed`/`unverified` until that lands. Self-speculation +ships default-off, so it is inert (no behavior change) until explicitly enabled + device-validated. + Current continuation work adds explicit benchmark coverage and labels for `affineK8V4`, `affineK8V3`, `affineK8V2`, `mlxAffine-q8`, `affineInt4`, `turbo4v2`, `turbo3_5`, and `turbo8`; long-context scheduling/chunking fixes for From ebc1d80aba9466da5e72690b26d9155aec72836d Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sat, 13 Jun 2026 03:28:11 +0200 Subject: [PATCH 67/80] turboquant(debug): on-device real-model TurboQuant benchmark hook MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit DEBUG-only, launch-gated (PINES_TQ_REAL_BENCH=1) real-model device benchmark: loads the ACTUAL on-device model weights via the production loader and runs real token generation comparing compressed affineK8V4 vs plain FP16 KV through the canonical InferenceParityBenchmark engine (real-model-inference-v1) — the real-model throughput + cosine/top-1 quality evidence the promotion gate requires (the synthetic TurboQuantBench sweep cannot provide it). Writes JSON to Documents/PinesDiagnostics. - PinesRealModelTurboQuantDiagnostics.swift (new): per-context isolation (a 64K OOM doesn't lose 32K), bootstrap 95% CIs on each arm's median decode tok/s AND on the compressed/FP16 ratio, multi-model support (PINES_TQ_REAL_MODELS csv) so a smaller fallback model can cover long contexts a larger model's weights+KV won't fit. Ensure-downloads via the app's own ModelLifecycleService (idempotent). - project.yml + generated pbxproj: add the IntegrationTestHelpers library product dependency. - PinesRootView: invoke the hook at launch alongside the existing DEBUG bench hooks. DEBUG-gated, inert in release. Build on device with -jobs 6 -skipPackagePluginValidation -skipMacroValidation. First result (A17 Pro, real Qwen3.5-2B-OptiQ-4bit): 16K compressed 0.96x FP16 with byte-identical greedy output. Evidence lives in the mlx-swift-lm repo. Co-Authored-By: Claude Opus 4.8 --- Pines.xcodeproj/project.pbxproj | 12 + .../PinesRealModelTurboQuantDiagnostics.swift | 368 ++++++++++++++++++ Pines/App/PinesRootView.swift | 1 + project.yml | 2 + 4 files changed, 383 insertions(+) create mode 100644 Pines/App/PinesRealModelTurboQuantDiagnostics.swift diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 909f346..3057217 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -75,6 +75,7 @@ 8BA43F9B205B9683A03F3CD4 /* PinesAppModel+Stress.swift in Sources */ = {isa = PBXBuildFile; fileRef = DD3E7E5D4E7D39C6BCD7C151 /* PinesAppModel+Stress.swift */; }; 8C35F8BC0A4CD94236F66F46 /* GRDBPinesStore.swift in Sources */ = {isa = PBXBuildFile; fileRef = 5852E9A0AF3A4AC3314E5A48 /* GRDBPinesStore.swift */; }; 8EE7C1B1695A1BAB21575CBD /* TurboQuantBench in Frameworks */ = {isa = PBXBuildFile; productRef = 305F3BC6514E8EC117D944DC /* TurboQuantBench */; }; + 2D1ECE82A3124BFAB0351C2A /* IntegrationTestHelpers in Frameworks */ = {isa = PBXBuildFile; productRef = 2F8EB04F1AE7427396F5802B /* IntegrationTestHelpers */; }; 9134D9CF0C70BA7DB70339E4 /* PinesAppModel+GeminiLifecycle.swift in Sources */ = {isa = PBXBuildFile; fileRef = 315265784B0270582992F131 /* PinesAppModel+GeminiLifecycle.swift */; }; 916D0E6D49689CBB887B01E9 /* AnthropicProviderLifecycleCoordinator.swift in Sources */ = {isa = PBXBuildFile; fileRef = 345C971C204F651BF0C727C6 /* AnthropicProviderLifecycleCoordinator.swift */; }; 9176A0BA11ED09EDF478927E /* MLXCompatibleModels.swift in Sources */ = {isa = PBXBuildFile; fileRef = 21E4C4124C8DDDCA58BDB764 /* MLXCompatibleModels.swift */; }; @@ -92,6 +93,7 @@ B11DDE4F6B5FAC4D4C811660 /* BYOKCloudInferenceProvider+Payloads.swift in Sources */ = {isa = PBXBuildFile; fileRef = 5EB2DDD7A0B86BB137BF397A /* BYOKCloudInferenceProvider+Payloads.swift */; }; B3575B225F8E3FB7D77E8244 /* SettingsView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 5A8627F9808A76C0F0A91729 /* SettingsView.swift */; }; B3597D1896C704560D0BBA0F /* PinesTurboQuantBenchmarkDiagnostics.swift in Sources */ = {isa = PBXBuildFile; fileRef = D6EEEEF241E72FF35E46A640 /* PinesTurboQuantBenchmarkDiagnostics.swift */; }; + AAC0E4CBA8B142B19FE11346 /* PinesRealModelTurboQuantDiagnostics.swift in Sources */ = {isa = PBXBuildFile; fileRef = D36F5DCF5913428696B87719 /* PinesRealModelTurboQuantDiagnostics.swift */; }; B7A642333FC08377576C9C3F /* PinesUITests.swift in Sources */ = {isa = PBXBuildFile; fileRef = AA70907A54EAB3A9DE13642D /* PinesUITests.swift */; }; B925E264EAB46D0C3EB6B307 /* PinesHubXetSupport in Frameworks */ = {isa = PBXBuildFile; productRef = F5BE958969B414C35418437A /* PinesHubXetSupport */; }; BAF84E40F21C59F00422283F /* MLXNN in Frameworks */ = {isa = PBXBuildFile; productRef = 97ADD97B0749021A162048FE /* MLXNN */; }; @@ -267,6 +269,7 @@ C4BAE1B582D05CB5B511A886 /* EncryptedBlobStore.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = EncryptedBlobStore.swift; sourceTree = ""; }; C7E23600ED90D04F53D655F7 /* AnthropicProviderService.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = AnthropicProviderService.swift; sourceTree = ""; }; D6EEEEF241E72FF35E46A640 /* PinesTurboQuantBenchmarkDiagnostics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesTurboQuantBenchmarkDiagnostics.swift; sourceTree = ""; }; + D36F5DCF5913428696B87719 /* PinesRealModelTurboQuantDiagnostics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesRealModelTurboQuantDiagnostics.swift; sourceTree = ""; }; D71AF1F71FC9A37490CF1D04 /* AgentRunner.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = AgentRunner.swift; sourceTree = ""; }; D8CF846797DB3246FDC4FE5F /* SecurityResetCoordinator.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = SecurityResetCoordinator.swift; sourceTree = ""; }; DA300803A417F81AEA21D094 /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist; path = Info.plist; sourceTree = ""; }; @@ -304,6 +307,7 @@ 515C28B0B0B103A7A64AB34C /* MLXEmbedders in Frameworks */, E3A57273D77B9C0AB688FDC5 /* MLXLMCommon in Frameworks */, 8EE7C1B1695A1BAB21575CBD /* TurboQuantBench in Frameworks */, + 2D1ECE82A3124BFAB0351C2A /* IntegrationTestHelpers in Frameworks */, C3A8E8F1D7ADC06A8E2EBA43 /* Tokenizers in Frameworks */, 74762C61D2E73B7909039286 /* GRDB in Frameworks */, 51F0003C051BEA5B35753F1D /* SQLCipher in Frameworks */, @@ -607,6 +611,7 @@ 77F94D4259A69BFDBBD41FF0 /* PinesRootView.swift */, BD7A1C3BB2F375BB75558DEF /* PinesStressDiagnostics.swift */, D6EEEEF241E72FF35E46A640 /* PinesTurboQuantBenchmarkDiagnostics.swift */, + D36F5DCF5913428696B87719 /* PinesRealModelTurboQuantDiagnostics.swift */, 42338086683D67DAAB5A0244 /* PinesUITestInferenceProvider.swift */, 4E14D0CA724B74DAE144184C /* PinesUITestLaunchConfiguration.swift */, ); @@ -706,6 +711,7 @@ 85E4D304B541EE6A90CEFD6F /* MLXEmbedders */, 9F1B5A4B5304A83C6935F6CA /* MLXLMCommon */, 305F3BC6514E8EC117D944DC /* TurboQuantBench */, + 2F8EB04F1AE7427396F5802B /* IntegrationTestHelpers */, 79248E6D82F6B41C4A99016B /* Tokenizers */, 7CB37824DF7BF3CFC294142D /* GRDB */, 47290C155F603BA3AA043C93 /* SQLCipher */, @@ -937,6 +943,7 @@ FD22B64E74B250E347D6A567 /* PinesRuntimeMetrics.swift in Sources */, 148670557457CDC793E77B74 /* PinesStressDiagnostics.swift in Sources */, B3597D1896C704560D0BBA0F /* PinesTurboQuantBenchmarkDiagnostics.swift in Sources */, + AAC0E4CBA8B142B19FE11346 /* PinesRealModelTurboQuantDiagnostics.swift in Sources */, 5BEDAE409D8D0BE9350E4A92 /* PinesUITestInferenceProvider.swift in Sources */, 338E625EF11210ABD3D670AC /* PinesUITestLaunchConfiguration.swift in Sources */, FF7A2AF24CE204653E49DD36 /* SecureKeyStore.swift in Sources */, @@ -1487,6 +1494,11 @@ package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; productName = TurboQuantBench; }; + 2F8EB04F1AE7427396F5802B /* IntegrationTestHelpers */ = { + isa = XCSwiftPackageProductDependency; + package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; + productName = IntegrationTestHelpers; + }; 392E0E75023B6010705E840E /* MLXLLM */ = { isa = XCSwiftPackageProductDependency; package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; diff --git a/Pines/App/PinesRealModelTurboQuantDiagnostics.swift b/Pines/App/PinesRealModelTurboQuantDiagnostics.swift new file mode 100644 index 0000000..f3efa67 --- /dev/null +++ b/Pines/App/PinesRealModelTurboQuantDiagnostics.swift @@ -0,0 +1,368 @@ +import Foundation +import Darwin +import PinesCore + +// DEBUG-only, launch-gated REAL-MODEL TurboQuant device benchmark. +// +// Loads the ACTUAL on-device model weights and runs real token generation, comparing +// compressed (affineK8V4) vs plain FP16 KV through the canonical InferenceParityBenchmark +// engine — the `real-model-inference-v1` evidence the promotion gate requires. Gated by +// `PINES_TQ_REAL_BENCH=1`; writes JSON to Documents/PinesDiagnostics. Inert in release. +// +// Extended run: per-context isolation (a 64K OOM doesn't lose 32K), bootstrap 95% CIs on each +// arm's median decode tok/s AND on the compressed/FP16 ratio, and multi-model support +// (`PINES_TQ_REAL_MODELS` csv) so a smaller fallback model can cover long contexts the primary +// model's weights+KV won't fit. +#if DEBUG && canImport(IntegrationTestHelpers) && canImport(MLXLMCommon) + import IntegrationTestHelpers + import MLXLMCommon + import MLXLLM + + // Deterministic seedable RNG so bootstrap CIs reproduce across runs. + private struct PinesSplitMix64: RandomNumberGenerator { + private var state: UInt64 + init(seed: UInt64) { state = seed } + mutating func next() -> UInt64 { + state = state &+ 0x9E37_79B9_7F4A_7C15 + var z = state + z = (z ^ (z >> 30)) &* 0xBF58_476D_1CE4_E5B9 + z = (z ^ (z >> 27)) &* 0x94D0_49BB_1331_11EB + return z ^ (z >> 31) + } + } + private func pinesMedian(_ xs: [Double]) -> Double { + guard !xs.isEmpty else { return 0 } + let s = xs.sorted(); let n = s.count + return n % 2 == 1 ? s[n / 2] : (s[n / 2 - 1] + s[n / 2]) / 2 + } + /// Percentile bootstrap 95% CI of the median of `samples`. + private func pinesBootstrapMedianCI95( + _ samples: [Double], resamples: Int = 2000, seed: UInt64 = 0x5EED_C0DE + ) -> (lo: Double, hi: Double) { + guard samples.count >= 2 else { let v = samples.first ?? 0; return (v, v) } + var rng = PinesSplitMix64(seed: seed) + let n = samples.count + var meds: [Double] = []; meds.reserveCapacity(resamples) + for _ in 0 ..< resamples { + var d: [Double] = []; d.reserveCapacity(n) + for _ in 0 ..< n { d.append(samples[Int.random(in: 0 ..< n, using: &rng)]) } + meds.append(pinesMedian(d)) + } + meds.sort() + func pct(_ p: Double) -> Double { + let i = Swift.max(0, Swift.min(meds.count - 1, Int((p * Double(meds.count)).rounded(.down)))) + return meds[i] + } + return (pct(0.025), pct(0.975)) + } + /// Bootstrap 95% CI of the ratio median(candidate)/median(reference) (independent resampling). + private func pinesBootstrapRatioCI95( + candidate: [Double], reference: [Double], resamples: Int = 2000, seed: UInt64 = 0x1234_5678 + ) -> (lo: Double, hi: Double) { + guard candidate.count >= 2, reference.count >= 2 else { + let r = (reference.first ?? 0) > 0 ? (candidate.first ?? 0) / (reference.first ?? 1) : 0 + return (r, r) + } + var rng = PinesSplitMix64(seed: seed) + func draw(_ xs: [Double]) -> Double { + var d: [Double] = []; d.reserveCapacity(xs.count) + for _ in 0 ..< xs.count { d.append(xs[Int.random(in: 0 ..< xs.count, using: &rng)]) } + return pinesMedian(d) + } + var ratios: [Double] = []; ratios.reserveCapacity(resamples) + for _ in 0 ..< resamples { + let mref = draw(reference) + ratios.append(mref > 0 ? draw(candidate) / mref : 0) + } + ratios.sort() + func pct(_ p: Double) -> Double { + let i = Swift.max(0, Swift.min(ratios.count - 1, Int((p * Double(ratios.count)).rounded(.down)))) + return ratios[i] + } + return (pct(0.025), pct(0.975)) + } + + private struct PinesRealModelTQHost: Codable, Sendable { + var hardwareModel: String + var osVersion: String + var deviceID: String? + var mlxPinPair: String + } + private struct PinesRealModelTQArm: Codable, Sendable { + var label: String + var samples: [Double] + var medianTokensPerSecond: Double + var ci95Lo: Double + var ci95Hi: Double + var peakActiveMemoryBytes: Int + var activeMemoryEndBytes: Int + } + private struct PinesRealModelTQContextRow: Codable, Sendable { + var model: String + var context: Int + var status: String // ok | failed + var detail: String? + var fp16: PinesRealModelTQArm? + var compressed: PinesRealModelTQArm? + var ratioCompressedOverFP16Median: Double? + var ratioCi95Lo: Double? + var ratioCi95Hi: Double? + // quality (compressed vs FP16 reference) + var deterministicTop1MatchRate: Double? + var attentionOutputCosineMean: Double? + var logitKLDivergenceMean: Double? + var logitMaxAbsErrorP95: Double? + var qualityPassed: Bool? + var rawFallbackAllocated: Bool? + var selectedAttentionPaths: [String]? + var fallbackReasons: [String]? + } + private struct PinesRealModelTQPayload: Codable, Sendable { + var schemaVersion = 2 + var runID: String + var models: [String] + var contexts: [Int] + var generateTokens: Int + var throughputRepeats: Int + var bootstrapResamples: Int + var host: PinesRealModelTQHost + var rows: [PinesRealModelTQContextRow] + var comparisonBasis: String + var createdAt: Date + } + private struct PinesRealModelTQStatus: Codable, Sendable { + var runID: String + var state: String + var resultFileName: String? + var message: String? + var updatedAt: Date + } + + private actor PinesRealModelTQWriter { + static let shared = PinesRealModelTQWriter() + static let statusFileName = "pines-realmodel-tq-status.json" + private let encoder: JSONEncoder + init() { + encoder = JSONEncoder() + encoder.outputFormatting = [.prettyPrinted, .sortedKeys] + encoder.dateEncodingStrategy = .iso8601 + } + private static var directoryURL: URL { + let documents = FileManager.default.urls(for: .documentDirectory, in: .userDomainMask).first + ?? FileManager.default.temporaryDirectory + return documents.appendingPathComponent("PinesDiagnostics", isDirectory: true) + } + func write(state: String, runID: String, resultFileName: String? = nil, message: String? = nil) { + let status = PinesRealModelTQStatus( + runID: runID, state: state, resultFileName: resultFileName, message: message, + updatedAt: Date()) + do { + let url = Self.directoryURL.appendingPathComponent(Self.statusFileName) + try FileManager.default.createDirectory( + at: url.deletingLastPathComponent(), withIntermediateDirectories: true) + try encoder.encode(status).write(to: url, options: .atomic) + } catch {} + } + func writePayload(_ payload: PinesRealModelTQPayload) throws -> String { + let fileName = "pines-realmodel-tq-\(payload.runID).json" + let url = Self.directoryURL.appendingPathComponent(fileName) + try FileManager.default.createDirectory( + at: url.deletingLastPathComponent(), withIntermediateDirectories: true) + try encoder.encode(payload).write(to: url, options: .atomic) + return fileName + } + } + + private func pinesRealModelHardwareModel() -> String { + var systemInfo = utsname() + uname(&systemInfo) + let mirror = Mirror(reflecting: systemInfo.machine) + return mirror.children.reduce(into: "") { result, element in + guard let value = element.value as? Int8, value != 0 else { return } + result.append(Character(UnicodeScalar(UInt8(value)))) + } + } + + extension PinesAppModel { + func runLaunchRealModelTurboQuantBenchIfNeeded(services: PinesAppServices) async { + let env = ProcessInfo.processInfo.environment + guard env["PINES_TQ_REAL_BENCH"] == "1" else { return } + let runID = env["PINES_TQ_REAL_RUN_ID"] ?? UUID().uuidString + // Multi-model: PINES_TQ_REAL_MODELS csv (primary first, smaller fallback after); + // falls back to single PINES_TQ_REAL_MODEL. + let models: [String] = { + if let csv = env["PINES_TQ_REAL_MODELS"] { + let list = csv.split(separator: ",").map { + $0.trimmingCharacters(in: .whitespaces) + }.filter { !$0.isEmpty } + if !list.isEmpty { return list } + } + return [env["PINES_TQ_REAL_MODEL"] ?? "mlx-community/Qwen3.5-2B-OptiQ-4bit"] + }() + let contexts = (env["PINES_TQ_REAL_CONTEXTS"] ?? "16384,32768,65536") + .split(separator: ",").compactMap { Int($0.trimmingCharacters(in: .whitespaces)) } + .filter { $0 > 0 }.sorted() + let generateTokens = max(8, Int(env["PINES_TQ_REAL_GEN_TOKENS"] ?? "") ?? 48) + let repeats = max(2, Int(env["PINES_TQ_REAL_REPEATS"] ?? "") ?? 6) + let resamples = max(200, Int(env["PINES_TQ_REAL_BOOTSTRAP"] ?? "") ?? 2000) + + await PinesRealModelTQWriter.shared.write( + state: "starting", runID: runID, + message: "models=\(models.joined(separator: ",")) ctx=\(contexts)") + + let configs = InferenceParityBenchmark.defaultConfigs.filter { + $0.label == "fp16" || $0.label == "affineK8V4" + } + guard let fp16Config = configs.first(where: { $0.label == "fp16" }), + let tqConfig = configs.first(where: { $0.label == "affineK8V4" }) + else { + await PinesRealModelTQWriter.shared.write( + state: "failed", runID: runID, message: "fp16/affineK8V4 CacheConfig unavailable") + return + } + + var rows: [PinesRealModelTQContextRow] = [] + for repo in models { + do { + if let lifecycle = services.modelLifecycleService { + await PinesRealModelTQWriter.shared.write( + state: "downloading", runID: runID, message: "Ensuring \(repo) downloaded") + try? await lifecycle.install(repository: repo) + } + let localURL = try await Self.resolveRealModelDirectory(repo: repo, services: services) + await PinesRealModelTQWriter.shared.write( + state: "loading", runID: runID, message: "Loading \(repo)") + let configuration = MLXLMCommon.ModelConfiguration(directory: localURL) + let container = try await LLMModelFactory.shared.loadContainer( + from: PinesHubDownloader(), using: PinesTokenizerLoader(), + configuration: configuration) + + for context in contexts { + await PinesRealModelTQWriter.shared.write( + state: "running", runID: runID, + message: "\(repo.split(separator: "/").last ?? "") @ \(context): FP16 vs affineK8V4") + do { + let tp = try await InferenceParityBenchmark.runDetailed( + container: container, contexts: [context], generateTokens: generateTokens, + configs: configs, throughputRepeats: repeats, randomizeOrder: true, + cooldownSeconds: 0.3, turboQuantTimingEnabled: true) + let quality = try? await InferenceParityBenchmark.runQualityGates( + container: container, contexts: [context], configs: [tqConfig], + referenceConfig: fp16Config) + rows.append( + Self.buildContextRow( + model: repo, context: context, resamples: resamples, + samples: tp.samples, quality: quality?.first)) + } catch { + rows.append( + PinesRealModelTQContextRow( + model: repo, context: context, status: "failed", + detail: "\(error)")) + await PinesRealModelTQWriter.shared.write( + state: "running", runID: runID, + message: "\(repo) @ \(context) failed: \(error)") + } + } + } catch { + rows.append( + PinesRealModelTQContextRow( + model: repo, context: 0, status: "failed", + detail: "model load/resolve failed: \(error)")) + } + } + + let host = PinesRealModelTQHost( + hardwareModel: pinesRealModelHardwareModel(), + osVersion: ProcessInfo.processInfo.operatingSystemVersionString, + deviceID: env["PINES_TQ_REAL_DEVICE_ID"], + mlxPinPair: MLXRuntimeBridge.turboQuantCompatibilityPairID) + let payload = PinesRealModelTQPayload( + runID: runID, models: models, contexts: contexts, generateTokens: generateTokens, + throughputRepeats: repeats, bootstrapResamples: resamples, host: host, rows: rows, + comparisonBasis: "real-model-inference-v1 (actual weights, real generation; affineK8V4 vs FP16; bootstrap 95% CIs)", + createdAt: Date()) + do { + let file = try await PinesRealModelTQWriter.shared.writePayload(payload) + let okCount = rows.filter { $0.status == "ok" }.count + await PinesRealModelTQWriter.shared.write( + state: "completed", runID: runID, resultFileName: file, + message: "Real-model TurboQuant benchmark completed (\(okCount)/\(rows.count) rows ok).") + } catch { + await PinesRealModelTQWriter.shared.write( + state: "failed", runID: runID, message: "writePayload failed: \(error)") + } + } + + private static func resolveRealModelDirectory( + repo: String, services: PinesAppServices + ) async throws -> URL { + if let installs = try? await services.modelInstallRepository?.listInstalledAndCuratedModels(), + let match = installs.first(where: { $0.repository == repo }), + let url = match.localURL, + FileManager.default.fileExists(atPath: url.appendingPathComponent("config.json").path) + { + return url + } + let appSupport = FileManager.default.urls(for: .applicationSupportDirectory, in: .userDomainMask).first + ?? FileManager.default.temporaryDirectory + let safe = repo.replacingOccurrences(of: "/", with: "__") + let dir = appSupport.appendingPathComponent("Pines/Models/\(safe)", isDirectory: true) + guard FileManager.default.fileExists(atPath: dir.appendingPathComponent("config.json").path) else { + throw PinesRealModelTQError.modelNotResolved(repo) + } + return dir + } + + private static func buildContextRow( + model: String, context: Int, resamples: Int, + samples: [InferenceParityBenchmark.ThroughputSample], + quality: InferenceParityBenchmark.QualityMeasurement? + ) -> PinesRealModelTQContextRow { + func arm(_ label: String) -> PinesRealModelTQArm? { + // Per-repeat measurements (one per throughputRepeats sample) — the bootstrap + // population. `.measurements` is the single aggregate per arm, hence N=1. + let ms = samples.compactMap { $0.label == label ? $0.measurement : nil } + guard !ms.isEmpty else { return nil } + let tps = ms.map { $0.decodeTokensPerSecond } + let ci = pinesBootstrapMedianCI95(tps, resamples: resamples) + return PinesRealModelTQArm( + label: label, samples: tps, medianTokensPerSecond: pinesMedian(tps), + ci95Lo: ci.lo, ci95Hi: ci.hi, + peakActiveMemoryBytes: ms.map { $0.peakActiveMemoryBytes }.max() ?? 0, + activeMemoryEndBytes: ms.last?.memoryEnd.activeMemory ?? 0) + } + let fp16 = arm("fp16") + let compressed = arm("affineK8V4") + var ratio: Double? + var ratioLo: Double? + var ratioHi: Double? + if let f = fp16, let c = compressed, f.medianTokensPerSecond > 0 { + ratio = c.medianTokensPerSecond / f.medianTokensPerSecond + let rci = pinesBootstrapRatioCI95( + candidate: c.samples, reference: f.samples, resamples: resamples) + ratioLo = rci.lo; ratioHi = rci.hi + } + return PinesRealModelTQContextRow( + model: model, context: context, status: "ok", detail: nil, + fp16: fp16, compressed: compressed, + ratioCompressedOverFP16Median: ratio, ratioCi95Lo: ratioLo, ratioCi95Hi: ratioHi, + deterministicTop1MatchRate: quality?.quality.deterministicTop1MatchRate, + attentionOutputCosineMean: quality?.quality.attentionOutputCosineMean, + logitKLDivergenceMean: quality?.quality.logitKLDivergenceMean, + logitMaxAbsErrorP95: quality?.quality.logitMaxAbsErrorP95, + qualityPassed: quality?.quality.passed, + rawFallbackAllocated: quality?.rawFallbackAllocated, + selectedAttentionPaths: quality?.selectedAttentionPaths, + fallbackReasons: quality?.fallbackReasons) + } + } + + private enum PinesRealModelTQError: Error, LocalizedError { + case modelNotResolved(String) + var errorDescription: String? { + switch self { + case let .modelNotResolved(repo): "Could not resolve a local model directory for \(repo)." + } + } + } +#endif diff --git a/Pines/App/PinesRootView.swift b/Pines/App/PinesRootView.swift index 0d8dbc0..f30902c 100644 --- a/Pines/App/PinesRootView.swift +++ b/Pines/App/PinesRootView.swift @@ -179,6 +179,7 @@ struct PinesRootView: View { #endif #if DEBUG await appModel.runLaunchTurboQuantBenchIfNeeded() + await appModel.runLaunchRealModelTurboQuantBenchIfNeeded(services: services) await appModel.runLaunchStressModeIfNeeded(services: services) #endif haptics.prepare() diff --git a/project.yml b/project.yml index e7df2b6..00f88e7 100644 --- a/project.yml +++ b/project.yml @@ -84,6 +84,8 @@ targets: product: MLXLMCommon - package: MLXSwiftLM product: TurboQuantBench + - package: MLXSwiftLM + product: IntegrationTestHelpers - package: SwiftTransformers product: Tokenizers - package: GRDB From 43358b7273967166ec35e0b5bed891bef92e5073 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 12 Jul 2026 17:18:41 +0200 Subject: [PATCH 68/80] Complete Pines hardening and exact-pair validation Finish the persistence and CloudKit lifecycle, Project Spaces synchronization, bounded provider and MCP response handling, SSRF-safe redirect policy, and conservative tool-safety persistence. Advance the maintained MLX dependency pair to the platform-aware Apple-mobile-compatible revisions, upgrade the Astro site and CI security gates, and synchronize project, runtime, documentation, and compatibility metadata. Record exact-pair iPhone synthetic and Qwen 3.5 0.8B real-model smoke evidence with explicit non-promotion caveats, backed by core, iOS, UI, security, and site validation. --- .github/workflows/ci.yml | 3 + .github/workflows/release.yml | 3 + DEV_README.md | 22 +- Pines.xcodeproj/project.pbxproj | 64 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- Pines/App/PinesAppModel+GeminiLifecycle.swift | 9 +- Pines/App/PinesAppModel.swift | 76 + Pines/App/PinesAppServices.swift | 7 +- Pines/App/PinesRootView.swift | 1 + Pines/Cloud/AnthropicProviderService.swift | 11 +- Pines/Cloud/BYOKCloudInferenceProvider.swift | 18 +- Pines/Cloud/BoundedHTTPResponse.swift | 101 + Pines/Cloud/CloudKitSyncService.swift | 157 +- Pines/Cloud/GeminiProviderService.swift | 6 +- .../OpenAIProviderLifecycleCoordinator.swift | 9 +- Pines/Cloud/OpenAIProviderService.swift | 31 +- Pines/Cloud/PinesManagedCloudService.swift | 18 +- Pines/MCP/MCPOAuthService.swift | 35 +- Pines/MCP/MCPServerService.swift | 5 +- Pines/MCP/MCPStreamableHTTPClient.swift | 8 +- .../Persistence/GRDBPinesStore+CloudKit.swift | 131 +- .../Persistence/GRDBPinesStore+Mapping.swift | 9 +- Pines/Persistence/GRDBPinesStore.swift | 109 +- .../HuggingFaceCredentialService.swift | 6 +- Pines/Runtime/MLXRuntimeBridge.swift | 43 +- Pines/Runtime/ModelLifecycleService.swift | 7 +- Pines/Tools/BraveSearchTool.swift | 6 +- Pines/Tools/WKWebViewBrowserRuntime.swift | 19 +- Pines/Views/Chats/ChatsView.swift | 48 + PinesTests/BoundedHTTPResponseTests.swift | 26 + PinesTests/CloudKitSyncPersistenceTests.swift | 84 + .../MCPToolAnnotationPersistenceTests.swift | 50 + .../MLXTurboQuantRuntimeSmokeTests.swift | 4 +- README.md | 2 +- Sources/PinesCore/Cloud/CloudProvider.swift | 3 + Sources/PinesCore/MCP/MCPTypes.swift | 42 +- Sources/PinesCore/ModelHub/ModelCatalog.swift | 42 +- .../Persistence/DatabaseSchema.swift | 73 +- .../Security/EndpointSecurityPolicy.swift | 145 +- Sources/PinesCore/Tools/WebFetchTool.swift | 45 +- Sources/PinesCoreTestRunner/main.swift | 8 +- Tests/PinesCoreTests/CoreContractTests.swift | 29 +- .../PersistenceDataLifecycleTests.swift | 31 + .../TurboQuantPinDriftTests.swift | 18 +- docs/ARCHITECTURE.md | 14 +- docs/MCP.md | 2 + docs/RELEASES.md | 6 +- docs/SECURITY.md | 8 +- docs/STATUS.md | 17 +- docs/TURBOQUANT.md | 22 +- .../00-current-state.md | 29 +- .../20260712T150706Z-ios-exact-pair-smoke.md | 28 + ...T151432Z-ios-qwen35-08b-realmodel-smoke.md | 42 + .../compatibility-pair.json | 62 +- project.yml | 4 +- scripts/ci/check-mlx-package-pins.sh | 4 +- site/package-lock.json | 2917 +++++++---------- site/package.json | 8 +- site/src/components/ProductTour.astro | 4 +- site/src/pages/privacy.astro | 4 +- site/src/pages/status.astro | 5 +- 61 files changed, 2559 insertions(+), 2185 deletions(-) create mode 100644 Pines/Cloud/BoundedHTTPResponse.swift create mode 100644 PinesTests/BoundedHTTPResponseTests.swift create mode 100644 PinesTests/CloudKitSyncPersistenceTests.swift create mode 100644 PinesTests/MCPToolAnnotationPersistenceTests.swift create mode 100644 Tests/PinesCoreTests/PersistenceDataLifecycleTests.swift create mode 100644 docs/turboquant-implementation/baselines/20260712T150706Z-ios-exact-pair-smoke.md create mode 100644 docs/turboquant-implementation/baselines/20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 19cc4f4..c988e43 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -132,6 +132,9 @@ jobs: - name: Install site dependencies run: npm --prefix site ci + - name: Audit site dependencies + run: npm --prefix site audit --audit-level=low + - name: Build site run: npm --prefix site run build diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index ffce4a5..edd8ca4 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -172,6 +172,9 @@ jobs: - name: Install site dependencies run: npm --prefix site ci + - name: Audit site dependencies + run: npm --prefix site audit --audit-level=low + - name: Build site run: npm --prefix site run build diff --git a/DEV_README.md b/DEV_README.md index 6e68518..8174e3f 100644 --- a/DEV_README.md +++ b/DEV_README.md @@ -2,7 +2,7 @@ This is the technical handbook for Pines. The main [README](README.md) is user-facing; this file is for people building, auditing, extending, or performance-tuning the app. -Pines is a source-available iOS 26 AI workbench built around local MLX Swift inference, BYOK cloud routing, private vault context, MCP Streamable HTTP, policy-gated tools, GRDB persistence, optional CloudKit sync, Watch support, and pinned Schtack-maintained MLX forks. +Pines is a source-available iOS 17+ AI workbench built around local MLX Swift inference, BYOK cloud routing, private vault context, MCP Streamable HTTP, policy-gated tools, GRDB persistence, optional CloudKit sync, Watch support, and pinned Schtack-maintained MLX forks. ## Fast Path @@ -31,8 +31,8 @@ Project generation is pinned through `scripts/ci/xcodegen.sh` to XcodeGen `2.45. ## Platform And Toolchain -- App deployment target: iOS `26.0`. -- Watch target deployment: watchOS `26.0`. +- App deployment target: iOS `17.0`. +- Watch target deployment: watchOS `10.0`. - Xcode project source of truth: `project.yml`. - Generated project: `Pines.xcodeproj`, committed and drift-checked. - Swift package tools version: Swift `6.2`. @@ -115,7 +115,7 @@ Provider lifecycle records are generic on purpose. OpenAI Files/vector stores, A ## Persistence And Sync -The local store is GRDB/SQLite. Schema source of truth is `Sources/PinesCore/Persistence/DatabaseSchema.swift`; the current schema version is `23`. +The local store is GRDB/SQLite. Schema source of truth is `Sources/PinesCore/Persistence/DatabaseSchema.swift`; the current schema version is `26`. When changing persistence: @@ -128,7 +128,7 @@ When changing persistence: - Add indexes for list, sync, search, and vector-scan paths before the UI depends on them. - Update core tests or `PinesCoreTestRunner` for schema contract changes. -CloudKit is optional and private-database scoped. Do not sync API keys, model binaries, prompt caches, TurboQuant KV snapshots, generated embeddings/vector codes by default, transient browser/tool state, or local chat attachment files. Generated embeddings and compressed vector codes sync only when private iCloud sync and the separate embedding sync toggle are both enabled. +CloudKit is optional and private-database scoped. It synchronizes settings, Project Spaces, conversations/messages, and enabled Vault metadata/chunks through encrypted payload records; project tombstones unlink child chat and Vault records on peers. Do not sync API keys, model binaries, prompt caches, TurboQuant KV snapshots, generated embeddings/vector codes by default, transient browser/tool state, or local chat attachment files. Generated embeddings and compressed vector codes sync only when private iCloud sync and the separate embedding sync toggle are both enabled. Personal Apple Developer accounts are safe by default. `PINES_CODE_SIGN_ENTITLEMENTS` and `PINES_ICLOUD_SWIFT_FLAGS` are empty in `project.yml`, so Xcode does not request iCloud provisioning. Paid-team CloudKit builds must override both: @@ -157,6 +157,8 @@ Hard requirements: - Local vault and MCP resource context must require per-turn approval before entering a cloud request. - Provider-hosted files, caches, vector stores, batches, generated artifacts, live/realtime sessions, research runs, token counting, and hosted tools must be labeled as cloud/provider resources and kept distinct from local Vault data. - Browser, web, and MCP outputs are untrusted model context. +- Arbitrary web fetch/browser top-level URLs must pass the public-host gate; web fetch also validates resolved addresses, redirects, and final URLs. +- Finite provider, MCP, OAuth, Brave Search, and credential-validation response bodies must use `BoundedHTTPResponse` limits rather than unbounded `URLSession.data(for:)` ingestion. - Browser automation must require visible approval for login, checkout, posting, upload, credential-adjacent, and remote-state-changing actions. - Tool execution is deny-by-default and must pass `ToolPolicyGate`. @@ -215,6 +217,7 @@ Current app-level limits and defaults: - Chat attachments are capped at eight files per draft. - MCP decoded blob previews are capped at `10 MB`. - MCP text output passed back to model context is capped in service code. +- Provider JSON responses are capped at `32 MB`, ordinary file/audio/batch downloads at `64 MB`, and generated video at `512 MB`. - Default agent policy: `8` steps, `6` tool calls, `120` seconds wall time. - Normal chat does not advertise every registered tool; Agent mode and MCP sampling have separate policy gates. @@ -222,10 +225,10 @@ Current app-level limits and defaults: The iOS app links exact maintained MLX fork revisions through `project.yml` and the generated Xcode project: -- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` -- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `c8a544503bcdad21ee736feec68f0ed7e07a9b29` -- Nested `mlx` inside `MLXSwift`: `edc0fb23d1a384fe846ef5a8093f2d43001be8d2` -- Nested `mlx-c` inside `MLXSwift`: `0b9e4c23eb5b64e4ddc0f44ff45ba37832370d2d` +- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `d378d85c114b38c0919d5f6f7a489528427cb23d` +- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `1ab388ff78eaa572b2eb9de2b330d218818b3920` +- Nested `mlx` inside `MLXSwift`: `e230d124a1fdcb5f4b3daab6321744a7a8b6a9f2` +- Nested `mlx-c` inside `MLXSwift`: `2fbeccd5a6ec6f7aadedaf1d3dfb2894ef44fbc1` These pins are intentional because Pines consumes additive TurboQuant and compatibility APIs not assumed to exist in upstream package releases yet. @@ -403,6 +406,7 @@ MCP rules: - Binary resource MIME types must be allowlisted. - Sampling runs only when enabled for the server and approved by the user. - MCP sampling may use BYOK only when BYOK sampling is enabled for that server. +- Persist MCP tool safety annotations and treat unannotated tools as remote-state-changing. - Global chat execution mode is not implicitly reused for sampling. - Pines does not currently advertise MCP roots. diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 3057217..ae84e59 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -12,6 +12,7 @@ 045753D1E6D222CA73E8C829 /* PinesWatchSupport in Frameworks */ = {isa = PBXBuildFile; productRef = B3571EDBCC217B75591214B9 /* PinesWatchSupport */; }; 05561527FE332CA5AB165CB6 /* MLXCompatibleModels+DeepseekV4.swift in Sources */ = {isa = PBXBuildFile; fileRef = 395137944039334A88058625 /* MLXCompatibleModels+DeepseekV4.swift */; }; 06E6CA0D37D79C43E61B8FC6 /* PinesHuggingFaceBridge.swift in Sources */ = {isa = PBXBuildFile; fileRef = A790E0D7CCFB1AF34B214B13 /* PinesHuggingFaceBridge.swift */; }; + 09D075532ED88BFF8A4F162A /* CloudKitSyncPersistenceTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = CA094EF84EDF89325F7E0DAB /* CloudKitSyncPersistenceTests.swift */; }; 0C1BF8B65DD7DDED5F10676A /* PinesLiveActivities.swift in Sources */ = {isa = PBXBuildFile; fileRef = E77223EE304350F39F109139 /* PinesLiveActivities.swift */; }; 0D13A988324EF08D8E6AF29F /* ChatComposerBar.swift in Sources */ = {isa = PBXBuildFile; fileRef = 3A1D839DB999966A154DC8E7 /* ChatComposerBar.swift */; }; 1081E1DAB330D3ED36C90BE5 /* ArtifactsWorkspaceView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 9C6FF18172BCCD1C796B34F4 /* ArtifactsWorkspaceView.swift */; }; @@ -31,7 +32,7 @@ 2AA5EBBAD5AC8336B9F3DD0D /* HuggingFaceCredentialService.swift in Sources */ = {isa = PBXBuildFile; fileRef = 6A7C4EBAAC5E84277A718C17 /* HuggingFaceCredentialService.swift */; }; 2B7347D3CA9E68EB3EBE327E /* PinesWatchSupport in Frameworks */ = {isa = PBXBuildFile; productRef = 5B2EE41E8AC9FFB4D0356A8C /* PinesWatchSupport */; }; 2CAAEFE65E1DD44DFDF11701 /* WatchChatViewModel.swift in Sources */ = {isa = PBXBuildFile; fileRef = 58FC276317CB9F908EE2727B /* WatchChatViewModel.swift */; }; - 2CB5C82AECCDA02EF25BD4FF /* Markdown in Frameworks */ = {isa = PBXBuildFile; productRef = 79453BB5651564170C3A0B1C /* Markdown */; }; + 2CB5C82AECCDA02EF25BD4FF /* SQLCipher in Frameworks */ = {isa = PBXBuildFile; productRef = 47290C155F603BA3AA043C93 /* SQLCipher */; }; 2D09CE6C392BBD594E95F249 /* PinesCore in Frameworks */ = {isa = PBXBuildFile; productRef = D09EC77F4F444343B14A238C /* PinesCore */; }; 2DC7F4355DC8D047D2D5460C /* PinesAppModelTypes.swift in Sources */ = {isa = PBXBuildFile; fileRef = 0FA547644EE942BA65EC006C /* PinesAppModelTypes.swift */; }; 30026D20DA004DF5A0C2BE13 /* WatchRootView.swift in Sources */ = {isa = PBXBuildFile; fileRef = C3AF10F5840703BD49A8DE11 /* WatchRootView.swift */; }; @@ -43,9 +44,10 @@ 45E76EAAE862C883439A1A7E /* SettingsDetailView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 413251F8572CA2D6F3D0BD30 /* SettingsDetailView.swift */; }; 47623D156F0438C9C37D545F /* OpenAIProviderLifecycleCoordinator+MediaWorkflows.swift in Sources */ = {isa = PBXBuildFile; fileRef = 3707ADF58DFE724BF12B2B2F /* OpenAIProviderLifecycleCoordinator+MediaWorkflows.swift */; }; 4A8B7ADED7E800D30BC296A1 /* PinesCore in Frameworks */ = {isa = PBXBuildFile; productRef = 2F62656B16557CFACC3CBFF7 /* PinesCore */; }; + 4DF47F98AF7E14D4A934D9D7 /* HighlightSwift in Frameworks */ = {isa = PBXBuildFile; productRef = 907CAD8C8D83C6A5B614EB5A /* HighlightSwift */; }; 51178ED2596CD94C977B39BF /* GeminiProviderRecordMapper.swift in Sources */ = {isa = PBXBuildFile; fileRef = DB652D0FDD899D4E676252F1 /* GeminiProviderRecordMapper.swift */; }; 515C28B0B0B103A7A64AB34C /* MLXEmbedders in Frameworks */ = {isa = PBXBuildFile; productRef = 85E4D304B541EE6A90CEFD6F /* MLXEmbedders */; }; - 51F0003C051BEA5B35753F1D /* SQLCipher in Frameworks */ = {isa = PBXBuildFile; productRef = 47290C155F603BA3AA043C93 /* SQLCipher */; }; + 51F0003C051BEA5B35753F1D /* GRDB in Frameworks */ = {isa = PBXBuildFile; productRef = 7CB37824DF7BF3CFC294142D /* GRDB */; }; 52B797063FB95D83A2D63E7A /* PinesAppModel+MCP.swift in Sources */ = {isa = PBXBuildFile; fileRef = 2CE279F766D8B0CC93D1D150 /* PinesAppModel+MCP.swift */; }; 55937CA552490AEA6ED46131 /* PinesDesignSystem.swift in Sources */ = {isa = PBXBuildFile; fileRef = 45C618F4FAB69FDDE0FC788B /* PinesDesignSystem.swift */; }; 560B1F88E54F9B6F3B855960 /* PinesAppModel+DeepResearch.swift in Sources */ = {isa = PBXBuildFile; fileRef = A13BF92952B097508CCADE95 /* PinesAppModel+DeepResearch.swift */; }; @@ -60,10 +62,12 @@ 62BBB7D1AE85A01EA319E717 /* MLX in Frameworks */ = {isa = PBXBuildFile; productRef = 94F08BBEEA508DB04384B5C9 /* MLX */; }; 65F15CA6905766AC2C4C0280 /* GeminiProviderLifecycleCoordinator.swift in Sources */ = {isa = PBXBuildFile; fileRef = 7A91B81E9B245D2A619AC483 /* GeminiProviderLifecycleCoordinator.swift */; }; 667DB9AFA3DAD1AAD581754E /* CloudKitSyncService.swift in Sources */ = {isa = PBXBuildFile; fileRef = 443F2B0190673A086D3CEEE0 /* CloudKitSyncService.swift */; }; + 686B47B0D035141554B0F573 /* BoundedHTTPResponse.swift in Sources */ = {isa = PBXBuildFile; fileRef = 01D033C19E3D30C55472B9C0 /* BoundedHTTPResponse.swift */; }; 69BDBCFF81EA56913B793189 /* VaultIngestionService.swift in Sources */ = {isa = PBXBuildFile; fileRef = 6A46B185F9ED03D5646D6C7C /* VaultIngestionService.swift */; }; 6F2B60A874B79E3B73C27624 /* CloudProviderService.swift in Sources */ = {isa = PBXBuildFile; fileRef = 4A168FBE9051A1A21DB0BC6D /* CloudProviderService.swift */; }; 719221FCF6C2534E106E242F /* PinesAppModel+AnthropicLifecycle.swift in Sources */ = {isa = PBXBuildFile; fileRef = FA6B8F14EBFB0EBF412BB1E7 /* PinesAppModel+AnthropicLifecycle.swift */; }; - 74762C61D2E73B7909039286 /* GRDB in Frameworks */ = {isa = PBXBuildFile; productRef = 7CB37824DF7BF3CFC294142D /* GRDB */; }; + 72E9FD20785D66F46A2E07C4 /* BoundedHTTPResponseTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = E146838846B476DD76171BB2 /* BoundedHTTPResponseTests.swift */; }; + 74762C61D2E73B7909039286 /* Tokenizers in Frameworks */ = {isa = PBXBuildFile; productRef = 79248E6D82F6B41C4A99016B /* Tokenizers */; }; 75BAD67E75A276A731EF918B /* PinesLiveActivities.appex in Embed Foundation Extensions */ = {isa = PBXBuildFile; fileRef = 2EC8BB0262D2F49A7518608A /* PinesLiveActivities.appex */; settings = {ATTRIBUTES = (RemoveHeadersOnCopy, ); }; }; 78A1D2B0783CF04BAE99BC62 /* WatchTranscriptView.swift in Sources */ = {isa = PBXBuildFile; fileRef = DC95D2DA4ED0AE5A971C6BA3 /* WatchTranscriptView.swift */; }; 79BE7BF0C5BD5EE6979AD3B9 /* VaultView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 39CFBB6BB9E0574B8AA20150 /* VaultView.swift */; }; @@ -75,7 +79,6 @@ 8BA43F9B205B9683A03F3CD4 /* PinesAppModel+Stress.swift in Sources */ = {isa = PBXBuildFile; fileRef = DD3E7E5D4E7D39C6BCD7C151 /* PinesAppModel+Stress.swift */; }; 8C35F8BC0A4CD94236F66F46 /* GRDBPinesStore.swift in Sources */ = {isa = PBXBuildFile; fileRef = 5852E9A0AF3A4AC3314E5A48 /* GRDBPinesStore.swift */; }; 8EE7C1B1695A1BAB21575CBD /* TurboQuantBench in Frameworks */ = {isa = PBXBuildFile; productRef = 305F3BC6514E8EC117D944DC /* TurboQuantBench */; }; - 2D1ECE82A3124BFAB0351C2A /* IntegrationTestHelpers in Frameworks */ = {isa = PBXBuildFile; productRef = 2F8EB04F1AE7427396F5802B /* IntegrationTestHelpers */; }; 9134D9CF0C70BA7DB70339E4 /* PinesAppModel+GeminiLifecycle.swift in Sources */ = {isa = PBXBuildFile; fileRef = 315265784B0270582992F131 /* PinesAppModel+GeminiLifecycle.swift */; }; 916D0E6D49689CBB887B01E9 /* AnthropicProviderLifecycleCoordinator.swift in Sources */ = {isa = PBXBuildFile; fileRef = 345C971C204F651BF0C727C6 /* AnthropicProviderLifecycleCoordinator.swift */; }; 9176A0BA11ED09EDF478927E /* MLXCompatibleModels.swift in Sources */ = {isa = PBXBuildFile; fileRef = 21E4C4124C8DDDCA58BDB764 /* MLXCompatibleModels.swift */; }; @@ -93,16 +96,16 @@ B11DDE4F6B5FAC4D4C811660 /* BYOKCloudInferenceProvider+Payloads.swift in Sources */ = {isa = PBXBuildFile; fileRef = 5EB2DDD7A0B86BB137BF397A /* BYOKCloudInferenceProvider+Payloads.swift */; }; B3575B225F8E3FB7D77E8244 /* SettingsView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 5A8627F9808A76C0F0A91729 /* SettingsView.swift */; }; B3597D1896C704560D0BBA0F /* PinesTurboQuantBenchmarkDiagnostics.swift in Sources */ = {isa = PBXBuildFile; fileRef = D6EEEEF241E72FF35E46A640 /* PinesTurboQuantBenchmarkDiagnostics.swift */; }; - AAC0E4CBA8B142B19FE11346 /* PinesRealModelTurboQuantDiagnostics.swift in Sources */ = {isa = PBXBuildFile; fileRef = D36F5DCF5913428696B87719 /* PinesRealModelTurboQuantDiagnostics.swift */; }; + B4A9D4F14838316236688468 /* PinesRealModelTurboQuantDiagnostics.swift in Sources */ = {isa = PBXBuildFile; fileRef = B116CBC0CC3896287D3E1057 /* PinesRealModelTurboQuantDiagnostics.swift */; }; B7A642333FC08377576C9C3F /* PinesUITests.swift in Sources */ = {isa = PBXBuildFile; fileRef = AA70907A54EAB3A9DE13642D /* PinesUITests.swift */; }; B925E264EAB46D0C3EB6B307 /* PinesHubXetSupport in Frameworks */ = {isa = PBXBuildFile; productRef = F5BE958969B414C35418437A /* PinesHubXetSupport */; }; BAF84E40F21C59F00422283F /* MLXNN in Frameworks */ = {isa = PBXBuildFile; productRef = 97ADD97B0749021A162048FE /* MLXNN */; }; BDB1CA0CE1D6AA812EC96D4F /* ArtifactsModels.swift in Sources */ = {isa = PBXBuildFile; fileRef = AE7FFC4A75A71DA8C323BB59 /* ArtifactsModels.swift */; }; C01E6498FFFBC564A01F56AB /* Assets.xcassets in Resources */ = {isa = PBXBuildFile; fileRef = 3777534B3E27910D84F4EA38 /* Assets.xcassets */; }; C05BF46FDF47D9D3C4831915 /* PinesApp.swift in Sources */ = {isa = PBXBuildFile; fileRef = 82DE8010D019802F630AAF0B /* PinesApp.swift */; }; - C3A8E8F1D7ADC06A8E2EBA43 /* Tokenizers in Frameworks */ = {isa = PBXBuildFile; productRef = 79248E6D82F6B41C4A99016B /* Tokenizers */; }; + C3A8E8F1D7ADC06A8E2EBA43 /* IntegrationTestHelpers in Frameworks */ = {isa = PBXBuildFile; productRef = F50C2AD7C5C2184FDACA7F8F /* IntegrationTestHelpers */; }; C411EB6B042D0FE7426C58C8 /* WatchChatOrchestrator.swift in Sources */ = {isa = PBXBuildFile; fileRef = 41ED12D2A8BE4F962735AC89 /* WatchChatOrchestrator.swift */; }; - C4814779056C5C74CF21DC17 /* HighlightSwift in Frameworks */ = {isa = PBXBuildFile; productRef = 907CAD8C8D83C6A5B614EB5A /* HighlightSwift */; }; + C4814779056C5C74CF21DC17 /* Markdown in Frameworks */ = {isa = PBXBuildFile; productRef = 79453BB5651564170C3A0B1C /* Markdown */; }; C7D06A852855C5632281E2CC /* AgentToolExecutionContext.swift in Sources */ = {isa = PBXBuildFile; fileRef = 07A85F05A80784C10515CC86 /* AgentToolExecutionContext.swift */; }; CA648B545AEC6D84C2D29D05 /* GeminiProviderService.swift in Sources */ = {isa = PBXBuildFile; fileRef = BD4AAEA18A8AFE76C3844F9A /* GeminiProviderService.swift */; }; D05C11A3E3EC13F54A914388 /* PinesAppServices.swift in Sources */ = {isa = PBXBuildFile; fileRef = DC8CFAC4EBF64683D47B94C8 /* PinesAppServices.swift */; }; @@ -110,6 +113,7 @@ E191E6521ACC7C2B72C01C04 /* PinesAppModel+Artifacts.swift in Sources */ = {isa = PBXBuildFile; fileRef = A8B838038B4F8ACF52E8F8EB /* PinesAppModel+Artifacts.swift */; }; E30D2CC16F579D56D14DA498 /* CoreSurfaceTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = 989263AE706043656C31B580 /* CoreSurfaceTests.swift */; }; E3A57273D77B9C0AB688FDC5 /* MLXLMCommon in Frameworks */ = {isa = PBXBuildFile; productRef = 9F1B5A4B5304A83C6935F6CA /* MLXLMCommon */; }; + E6389B1E94D595D33725A8AC /* MCPToolAnnotationPersistenceTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = 4DCE6D93751290B9E24557E6 /* MCPToolAnnotationPersistenceTests.swift */; }; E64DF5CED9F4BECBE5446731 /* ModelDownloadLiveActivityController.swift in Sources */ = {isa = PBXBuildFile; fileRef = 2EB6A8EFD9FE940BEFE80119 /* ModelDownloadLiveActivityController.swift */; }; E84F98A01F4A541B478C8D0D /* PinesAppModel.swift in Sources */ = {isa = PBXBuildFile; fileRef = 9B417F2B5DA63F1EDAE01442 /* PinesAppModel.swift */; }; E96F244C6E13B6BBAD411CE0 /* WKWebViewBrowserRuntime.swift in Sources */ = {isa = PBXBuildFile; fileRef = 48D656408D8E64E0D6C5E6E4 /* WKWebViewBrowserRuntime.swift */; }; @@ -184,6 +188,7 @@ /* End PBXCopyFilesBuildPhase section */ /* Begin PBXFileReference section */ + 01D033C19E3D30C55472B9C0 /* BoundedHTTPResponse.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = BoundedHTTPResponse.swift; sourceTree = ""; }; 07A85F05A80784C10515CC86 /* AgentToolExecutionContext.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = AgentToolExecutionContext.swift; sourceTree = ""; }; 095ED637BD4CD7B01DBD9F9C /* PinesRefreshRateSupport.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesRefreshRateSupport.swift; sourceTree = ""; }; 0C4E64D9B871AFF6B0734926 /* PinesDesignComponents.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesDesignComponents.swift; sourceTree = ""; }; @@ -219,6 +224,7 @@ 46107CC67D229C2D05C33A59 /* VaultEmbeddingService.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = VaultEmbeddingService.swift; sourceTree = ""; }; 48D656408D8E64E0D6C5E6E4 /* WKWebViewBrowserRuntime.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = WKWebViewBrowserRuntime.swift; sourceTree = ""; }; 4A168FBE9051A1A21DB0BC6D /* CloudProviderService.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = CloudProviderService.swift; sourceTree = ""; }; + 4DCE6D93751290B9E24557E6 /* MCPToolAnnotationPersistenceTests.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = MCPToolAnnotationPersistenceTests.swift; sourceTree = ""; }; 4E14D0CA724B74DAE144184C /* PinesUITestLaunchConfiguration.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesUITestLaunchConfiguration.swift; sourceTree = ""; }; 500C1CF070133DCF6885979F /* ModelsView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ModelsView.swift; sourceTree = ""; }; 5111BF39FD0BF9D28CDB406D /* OpenAIProviderLifecycleCoordinator.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = OpenAIProviderLifecycleCoordinator.swift; sourceTree = ""; }; @@ -262,14 +268,15 @@ AE7FFC4A75A71DA8C323BB59 /* ArtifactsModels.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ArtifactsModels.swift; sourceTree = ""; }; AEC56EEE76C86B70FF02D9AF /* GRDBPinesStore+Mapping.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "GRDBPinesStore+Mapping.swift"; sourceTree = ""; }; AFD48FE443E1A98AEBADCBA8 /* PinesRuntimeMetrics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesRuntimeMetrics.swift; sourceTree = ""; }; + B116CBC0CC3896287D3E1057 /* PinesRealModelTurboQuantDiagnostics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesRealModelTurboQuantDiagnostics.swift; sourceTree = ""; }; B69F0B4F374441712F7227A1 /* OpenAIProviderService.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = OpenAIProviderService.swift; sourceTree = ""; }; BD4AAEA18A8AFE76C3844F9A /* GeminiProviderService.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = GeminiProviderService.swift; sourceTree = ""; }; BD7A1C3BB2F375BB75558DEF /* PinesStressDiagnostics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesStressDiagnostics.swift; sourceTree = ""; }; C3AF10F5840703BD49A8DE11 /* WatchRootView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = WatchRootView.swift; sourceTree = ""; }; C4BAE1B582D05CB5B511A886 /* EncryptedBlobStore.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = EncryptedBlobStore.swift; sourceTree = ""; }; C7E23600ED90D04F53D655F7 /* AnthropicProviderService.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = AnthropicProviderService.swift; sourceTree = ""; }; + CA094EF84EDF89325F7E0DAB /* CloudKitSyncPersistenceTests.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = CloudKitSyncPersistenceTests.swift; sourceTree = ""; }; D6EEEEF241E72FF35E46A640 /* PinesTurboQuantBenchmarkDiagnostics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesTurboQuantBenchmarkDiagnostics.swift; sourceTree = ""; }; - D36F5DCF5913428696B87719 /* PinesRealModelTurboQuantDiagnostics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesRealModelTurboQuantDiagnostics.swift; sourceTree = ""; }; D71AF1F71FC9A37490CF1D04 /* AgentRunner.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = AgentRunner.swift; sourceTree = ""; }; D8CF846797DB3246FDC4FE5F /* SecurityResetCoordinator.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = SecurityResetCoordinator.swift; sourceTree = ""; }; DA300803A417F81AEA21D094 /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist; path = Info.plist; sourceTree = ""; }; @@ -281,6 +288,7 @@ DC9FA9E25B03EF1B185466EA /* MLXCompatibleModels+Llama4.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "MLXCompatibleModels+Llama4.swift"; sourceTree = ""; }; DD3E7E5D4E7D39C6BCD7C151 /* PinesAppModel+Stress.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "PinesAppModel+Stress.swift"; sourceTree = ""; }; DECDDBBF2E84B8CD8C5F6740 /* PinesUITests.xctest */ = {isa = PBXFileReference; includeInIndex = 0; lastKnownFileType = wrapper.cfbundle; path = PinesUITests.xctest; sourceTree = BUILT_PRODUCTS_DIR; }; + E146838846B476DD76171BB2 /* BoundedHTTPResponseTests.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = BoundedHTTPResponseTests.swift; sourceTree = ""; }; E192242783074E1BD4EDE4BD /* PinesManagedCloudService.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesManagedCloudService.swift; sourceTree = ""; }; E77223EE304350F39F109139 /* PinesLiveActivities.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesLiveActivities.swift; sourceTree = ""; }; EC9029C3E05E1BBB57A57451 /* MLXRuntimeBridge.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = MLXRuntimeBridge.swift; sourceTree = ""; }; @@ -307,12 +315,12 @@ 515C28B0B0B103A7A64AB34C /* MLXEmbedders in Frameworks */, E3A57273D77B9C0AB688FDC5 /* MLXLMCommon in Frameworks */, 8EE7C1B1695A1BAB21575CBD /* TurboQuantBench in Frameworks */, - 2D1ECE82A3124BFAB0351C2A /* IntegrationTestHelpers in Frameworks */, - C3A8E8F1D7ADC06A8E2EBA43 /* Tokenizers in Frameworks */, - 74762C61D2E73B7909039286 /* GRDB in Frameworks */, - 51F0003C051BEA5B35753F1D /* SQLCipher in Frameworks */, - 2CB5C82AECCDA02EF25BD4FF /* Markdown in Frameworks */, - C4814779056C5C74CF21DC17 /* HighlightSwift in Frameworks */, + C3A8E8F1D7ADC06A8E2EBA43 /* IntegrationTestHelpers in Frameworks */, + 74762C61D2E73B7909039286 /* Tokenizers in Frameworks */, + 51F0003C051BEA5B35753F1D /* GRDB in Frameworks */, + 2CB5C82AECCDA02EF25BD4FF /* SQLCipher in Frameworks */, + C4814779056C5C74CF21DC17 /* Markdown in Frameworks */, + 4DF47F98AF7E14D4A934D9D7 /* HighlightSwift in Frameworks */, ); runOnlyForDeploymentPostprocessing = 0; }; @@ -401,7 +409,10 @@ 285BEA30994142C0C5392A14 /* PinesTests */ = { isa = PBXGroup; children = ( + E146838846B476DD76171BB2 /* BoundedHTTPResponseTests.swift */, + CA094EF84EDF89325F7E0DAB /* CloudKitSyncPersistenceTests.swift */, 989263AE706043656C31B580 /* CoreSurfaceTests.swift */, + 4DCE6D93751290B9E24557E6 /* MCPToolAnnotationPersistenceTests.swift */, FF525EBBEA1C9D3330E352F3 /* MLXTurboQuantRuntimeSmokeTests.swift */, ); path = PinesTests; @@ -608,10 +619,10 @@ 0FA547644EE942BA65EC006C /* PinesAppModelTypes.swift */, DC8CFAC4EBF64683D47B94C8 /* PinesAppServices.swift */, 95F1CE8B2C5E53DB9848C8C0 /* PinesAppState.swift */, + B116CBC0CC3896287D3E1057 /* PinesRealModelTurboQuantDiagnostics.swift */, 77F94D4259A69BFDBBD41FF0 /* PinesRootView.swift */, BD7A1C3BB2F375BB75558DEF /* PinesStressDiagnostics.swift */, D6EEEEF241E72FF35E46A640 /* PinesTurboQuantBenchmarkDiagnostics.swift */, - D36F5DCF5913428696B87719 /* PinesRealModelTurboQuantDiagnostics.swift */, 42338086683D67DAAB5A0244 /* PinesUITestInferenceProvider.swift */, 4E14D0CA724B74DAE144184C /* PinesUITestLaunchConfiguration.swift */, ); @@ -624,6 +635,7 @@ 345C971C204F651BF0C727C6 /* AnthropicProviderLifecycleCoordinator.swift */, 3E48CEB7F9E4EE2A4D9522F2 /* AnthropicProviderRecordMapper.swift */, C7E23600ED90D04F53D655F7 /* AnthropicProviderService.swift */, + 01D033C19E3D30C55472B9C0 /* BoundedHTTPResponse.swift */, 7876C27DBEB1176B0EE562EE /* BYOKCloudInferenceProvider.swift */, 5EB2DDD7A0B86BB137BF397A /* BYOKCloudInferenceProvider+Payloads.swift */, ABBC1146085E67B1969B3C24 /* CloudKitRecordCipher.swift */, @@ -711,7 +723,7 @@ 85E4D304B541EE6A90CEFD6F /* MLXEmbedders */, 9F1B5A4B5304A83C6935F6CA /* MLXLMCommon */, 305F3BC6514E8EC117D944DC /* TurboQuantBench */, - 2F8EB04F1AE7427396F5802B /* IntegrationTestHelpers */, + F50C2AD7C5C2184FDACA7F8F /* IntegrationTestHelpers */, 79248E6D82F6B41C4A99016B /* Tokenizers */, 7CB37824DF7BF3CFC294142D /* GRDB */, 47290C155F603BA3AA043C93 /* SQLCipher */, @@ -879,6 +891,7 @@ 1081E1DAB330D3ED36C90BE5 /* ArtifactsWorkspaceView.swift in Sources */, B11DDE4F6B5FAC4D4C811660 /* BYOKCloudInferenceProvider+Payloads.swift in Sources */, 5A73B2F9FA959A8D2A6173EF /* BYOKCloudInferenceProvider.swift in Sources */, + 686B47B0D035141554B0F573 /* BoundedHTTPResponse.swift in Sources */, EF4BB673BC780064BBF0DDD5 /* BraveSearchTool.swift in Sources */, 0D13A988324EF08D8E6AF29F /* ChatComposerBar.swift in Sources */, 39CF2E229241A26056922251 /* ChatsView.swift in Sources */, @@ -938,12 +951,12 @@ 06E6CA0D37D79C43E61B8FC6 /* PinesHuggingFaceBridge.swift in Sources */, 38B759D4F9C428922E0CBE72 /* PinesManagedCloudService.swift in Sources */, 1280CC834227C905E3AD4423 /* PinesProEntitlementService.swift in Sources */, + B4A9D4F14838316236688468 /* PinesRealModelTurboQuantDiagnostics.swift in Sources */, 87777CD59861247F27DE9C34 /* PinesRefreshRateSupport.swift in Sources */, 57E5FA454DA9641889315B34 /* PinesRootView.swift in Sources */, FD22B64E74B250E347D6A567 /* PinesRuntimeMetrics.swift in Sources */, 148670557457CDC793E77B74 /* PinesStressDiagnostics.swift in Sources */, B3597D1896C704560D0BBA0F /* PinesTurboQuantBenchmarkDiagnostics.swift in Sources */, - AAC0E4CBA8B142B19FE11346 /* PinesRealModelTurboQuantDiagnostics.swift in Sources */, 5BEDAE409D8D0BE9350E4A92 /* PinesUITestInferenceProvider.swift in Sources */, 338E625EF11210ABD3D670AC /* PinesUITestLaunchConfiguration.swift in Sources */, FF7A2AF24CE204653E49DD36 /* SecureKeyStore.swift in Sources */, @@ -971,7 +984,10 @@ isa = PBXSourcesBuildPhase; buildActionMask = 2147483647; files = ( + 72E9FD20785D66F46A2E07C4 /* BoundedHTTPResponseTests.swift in Sources */, + 09D075532ED88BFF8A4F162A /* CloudKitSyncPersistenceTests.swift in Sources */, E30D2CC16F579D56D14DA498 /* CoreSurfaceTests.swift in Sources */, + E6389B1E94D595D33725A8AC /* MCPToolAnnotationPersistenceTests.swift in Sources */, 9CAF8AA54EE5B61702B8103C /* MLXTurboQuantRuntimeSmokeTests.swift in Sources */, ); runOnlyForDeploymentPostprocessing = 0; @@ -1455,7 +1471,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = 609e8333671419ee1dbe928eeee7f48a24682631; + revision = d378d85c114b38c0919d5f6f7a489528427cb23d; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1471,7 +1487,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 725add5dd15ef6c1c01073ce9f81412957fa5c6d; + revision = 1ab388ff78eaa572b2eb9de2b330d218818b3920; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { @@ -1494,11 +1510,6 @@ package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; productName = TurboQuantBench; }; - 2F8EB04F1AE7427396F5802B /* IntegrationTestHelpers */ = { - isa = XCSwiftPackageProductDependency; - package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; - productName = IntegrationTestHelpers; - }; 392E0E75023B6010705E840E /* MLXLLM */ = { isa = XCSwiftPackageProductDependency; package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; @@ -1566,6 +1577,11 @@ package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; productName = MLXVLM; }; + F50C2AD7C5C2184FDACA7F8F /* IntegrationTestHelpers */ = { + isa = XCSwiftPackageProductDependency; + package = E269A44A2AF006274BF5A1DD /* XCRemoteSwiftPackageReference "mlx-swift-lm" */; + productName = IntegrationTestHelpers; + }; F5BE958969B414C35418437A /* PinesHubXetSupport */ = { isa = XCSwiftPackageProductDependency; productName = PinesHubXetSupport; diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index 4152ff2..ac7dfb3 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "609e8333671419ee1dbe928eeee7f48a24682631" + "revision" : "d378d85c114b38c0919d5f6f7a489528427cb23d" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "725add5dd15ef6c1c01073ce9f81412957fa5c6d" + "revision" : "1ab388ff78eaa572b2eb9de2b330d218818b3920" } }, { diff --git a/Pines/App/PinesAppModel+GeminiLifecycle.swift b/Pines/App/PinesAppModel+GeminiLifecycle.swift index 5d746da..3015461 100644 --- a/Pines/App/PinesAppModel+GeminiLifecycle.swift +++ b/Pines/App/PinesAppModel+GeminiLifecycle.swift @@ -926,7 +926,14 @@ extension PinesAppModel { } if let remoteURL = artifact.remoteURL { - let (data, response) = try await URLSession.shared.data(from: remoteURL) + try EndpointSecurityPolicy().validate(remoteURL, useCase: .webTool) + try EndpointSecurityPolicy.validateResolvedPublicAddresses(for: remoteURL) + let (data, response) = try await BoundedHTTPResponse.data( + for: URLRequest(url: remoteURL), + session: .shared, + maxBytes: BoundedHTTPResponse.fileLimit, + redirectScope: .publicHTTPS + ) guard !data.isEmpty else { throw InferenceError.invalidRequest("Reference image \(artifact.fileName ?? artifact.id) could not be downloaded.") } diff --git a/Pines/App/PinesAppModel.swift b/Pines/App/PinesAppModel.swift index f864905..6042ec3 100644 --- a/Pines/App/PinesAppModel.swift +++ b/Pines/App/PinesAppModel.swift @@ -572,6 +572,8 @@ final class PinesAppModel: ObservableObject { private var didLoadStartupState = false private var isBootstrapping = false private var bootstrapBackgroundTask: Task? + private var cloudKitSyncTask: Task? + private var isCloudKitSyncing = false private var didStartMCPServers = false private var shouldEnrichRuntimeModelPreviews = false private var needsCloudModelCatalogRefresh = false @@ -592,6 +594,44 @@ final class PinesAppModel: ObservableObject { private var modelSearchMetadataTask: Task? private var modelSearchMetadataEnrichmentID: UUID? + func scheduleCloudKitSync( + services: PinesAppServices, + reason: String, + delaySeconds: TimeInterval = 1.5 + ) { + guard storeConfiguration.iCloudSyncEnabled, services.cloudKitSyncService != nil else { return } + cloudKitSyncTask?.cancel() + cloudKitSyncTask = Task { @MainActor [weak self] in + do { + try await Task.sleep(for: .seconds(max(0, delaySeconds))) + } catch { + return + } + guard let self else { return } + self.cloudKitSyncTask = nil + await self.syncCloudKitNow(services: services, reason: reason) + } + } + + func syncCloudKitNow(services: PinesAppServices, reason: String) async { + guard storeConfiguration.iCloudSyncEnabled, + let syncService = services.cloudKitSyncService + else { return } + guard !isCloudKitSyncing else { + scheduleCloudKitSync(services: services, reason: "\(reason)_retry", delaySeconds: 2) + return + } + + isCloudKitSyncing = true + defer { isCloudKitSyncing = false } + do { + try await syncService.syncNow() + await refreshAll(services: services) + } catch { + recordRecoverableIssue("cloudkit.sync.\(reason)", error: error, services: services) + } + } + private func setIfChanged( _ keyPath: ReferenceWritableKeyPath, _ value: Value @@ -924,6 +964,7 @@ final class PinesAppModel: ObservableObject { deinit { bootstrapBackgroundTask?.cancel() + cloudKitSyncTask?.cancel() currentRunTask?.cancel() modelSearchMetadataTask?.cancel() repositoryObservationTasks.forEach { $0.cancel() } @@ -1019,6 +1060,7 @@ final class PinesAppModel: ObservableObject { await services.bootstrap() await reconcileModelDownloads(services: services) await refreshPostBootstrapState(services: services) + await syncCloudKitNow(services: services, reason: "app_launch") didBootstrap = true isBootstrapping = false services.runtimeMetrics.recordStartupPhase("background_bootstrap", elapsedSeconds: Date().timeIntervalSince(startedAt)) @@ -1783,6 +1825,7 @@ final class PinesAppModel: ObservableObject { Self.threadPreview(from: conversation, messages: []), moveToFront: true ) + scheduleCloudKitSync(services: services, reason: "conversation_created") emitHaptic(.primaryAction) return conversation.id } catch { @@ -1805,6 +1848,7 @@ final class PinesAppModel: ObservableObject { let project = try await repository.createProject(name: name) setIfChanged(\.selectedProjectID, project.id) await refreshAll(services: services) + scheduleCloudKitSync(services: services, reason: "project_created") emitHaptic(.primaryAction) return project.id } catch { @@ -1819,6 +1863,25 @@ final class PinesAppModel: ObservableObject { guard let repository = services.projectRepository else { return } try await repository.setProjectVaultEnabled(enabled, projectID: projectID) await refreshAll(services: services) + scheduleCloudKitSync(services: services, reason: "project_updated") + emitHaptic(.primaryAction) + } catch { + setIfChanged(\.serviceError, error.localizedDescription) + emitHaptic(.runFailed) + } + } + + func renameProject(_ project: PinesProjectPreview, name: String, services: PinesAppServices) async { + let trimmed = name.trimmingCharacters(in: .whitespacesAndNewlines) + guard !trimmed.isEmpty else { + setIfChanged(\.serviceError, "Project names cannot be empty.") + return + } + do { + guard let repository = services.projectRepository else { return } + try await repository.updateProjectName(String(trimmed.prefix(80)), projectID: project.id) + await refreshAll(services: services) + scheduleCloudKitSync(services: services, reason: "project_renamed") emitHaptic(.primaryAction) } catch { setIfChanged(\.serviceError, error.localizedDescription) @@ -1834,6 +1897,7 @@ final class PinesAppModel: ObservableObject { setIfChanged(\.selectedProjectID, nil) } await refreshAll(services: services) + scheduleCloudKitSync(services: services, reason: "project_deleted") emitHaptic(.destructiveAction) } catch { setIfChanged(\.serviceError, error.localizedDescription) @@ -1846,6 +1910,7 @@ final class PinesAppModel: ObservableObject { guard let repository = services.conversationRepository else { return } try await repository.moveConversation(thread.id, toProject: projectID) await refreshConversationPreviews(services: services) + scheduleCloudKitSync(services: services, reason: "conversation_moved") emitHaptic(.primaryAction) } catch { setChatError(error.localizedDescription) @@ -2344,6 +2409,7 @@ final class PinesAppModel: ObservableObject { try await repository.setConversationArchived(archived, conversationID: thread.id) emitHaptic(archived ? .destructiveAction : .primaryAction) await refreshConversationPreviews(services: services) + scheduleCloudKitSync(services: services, reason: "conversation_archived") } catch { setChatError(error.localizedDescription) emitHaptic(.runFailed) @@ -2359,6 +2425,7 @@ final class PinesAppModel: ObservableObject { try await repository.setConversationPinned(pinned, conversationID: thread.id) emitHaptic(.primaryAction) await refreshConversationPreviews(services: services) + scheduleCloudKitSync(services: services, reason: "conversation_pinned") } catch { setChatError(error.localizedDescription) emitHaptic(.runFailed) @@ -2378,6 +2445,7 @@ final class PinesAppModel: ObservableObject { setIfChanged(\.threads, threads.filter { $0.id != thread.id }) emitHaptic(.destructiveAction) await refreshConversationPreviews(services: services) + scheduleCloudKitSync(services: services, reason: "conversation_deleted") } catch { setChatError(error.localizedDescription) emitHaptic(.runFailed) @@ -2420,6 +2488,9 @@ final class PinesAppModel: ObservableObject { var lastPersistedAt = Date.distantPast let isAgentMode = mode == .agent var runProviderMetadata = [String: String]() + defer { + scheduleCloudKitSync(services: services, reason: "chat_run_finished") + } func providerMetadataForRun( assistantMessageID: UUID?, @@ -3587,6 +3658,7 @@ final class PinesAppModel: ObservableObject { interfaceMode: interfaceMode.rawValue ) try await services.settingsRepository?.saveSettings(snapshot) + scheduleCloudKitSync(services: services, reason: "settings_changed") } catch { serviceError = error.localizedDescription } @@ -4207,6 +4279,7 @@ final class PinesAppModel: ObservableObject { try await repository.moveDocument(document.id, toProject: selectedProjectID) } await refreshAll(services: services) + scheduleCloudKitSync(services: services, reason: "vault_document_imported") } catch { serviceError = error.localizedDescription } @@ -4362,6 +4435,7 @@ final class PinesAppModel: ObservableObject { try await repository.deleteChunk(id: chunk.id, documentID: documentID) await refreshAll(services: services) await loadVaultItemDetails(id: documentID, services: services) + scheduleCloudKitSync(services: services, reason: "vault_chunk_deleted") } catch { setIfChanged(\.serviceError, error.localizedDescription) } @@ -4372,6 +4446,7 @@ final class PinesAppModel: ObservableObject { guard let repository = services.vaultRepository else { return } try await repository.deleteDocument(id: id) await refreshAll(services: services) + scheduleCloudKitSync(services: services, reason: "vault_document_deleted") } catch { setIfChanged(\.serviceError, error.localizedDescription) } @@ -4383,6 +4458,7 @@ final class PinesAppModel: ObservableObject { try await repository.moveDocument(id, toProject: projectID) await refreshAll(services: services) await loadVaultItemDetails(id: id, services: services) + scheduleCloudKitSync(services: services, reason: "vault_document_moved") emitHaptic(.primaryAction) } catch { setIfChanged(\.serviceError, error.localizedDescription) diff --git a/Pines/App/PinesAppServices.swift b/Pines/App/PinesAppServices.swift index 64ed871..cf7c191 100644 --- a/Pines/App/PinesAppServices.swift +++ b/Pines/App/PinesAppServices.swift @@ -496,14 +496,13 @@ final class PinesAppServices: @unchecked Sendable { guard CloudKitSyncService.hasRequiredEntitlements(), let conversationRepository, - let vaultRepository, - let settingsRepository + let settingsRepository, + let syncRepository = conversationRepository as? any CloudKitSyncRepository else { return nil } return CloudKitSyncService( - conversationRepository: conversationRepository, - vaultRepository: vaultRepository, + syncRepository: syncRepository, settingsRepository: settingsRepository, secureKeyStore: secureKeyStore, auditRepository: auditRepository diff --git a/Pines/App/PinesRootView.swift b/Pines/App/PinesRootView.swift index f30902c..04f869f 100644 --- a/Pines/App/PinesRootView.swift +++ b/Pines/App/PinesRootView.swift @@ -346,6 +346,7 @@ struct PinesRootView: View { if let services { Task { await services.mlxRuntime.setForegroundActive(true) + await appModel.syncCloudKitNow(services: services, reason: "foreground_active") } } if appLockEnabled, isPrivacyLocked { diff --git a/Pines/Cloud/AnthropicProviderService.swift b/Pines/Cloud/AnthropicProviderService.swift index 6211fba..d96c5eb 100644 --- a/Pines/Cloud/AnthropicProviderService.swift +++ b/Pines/Cloud/AnthropicProviderService.swift @@ -63,7 +63,8 @@ struct AnthropicProviderService: Sendable { method: .get, path: "files/\(fileID)/content", accept: "application/octet-stream", - betaHeaders: [Self.filesAPIBeta] + betaHeaders: [Self.filesAPIBeta], + maxResponseBytes: BoundedHTTPResponse.fileLimit ) } @@ -99,7 +100,8 @@ struct AnthropicProviderService: Sendable { try await send( method: .get, path: "messages/batches/\(batchID)/results", - accept: "application/x-jsonlines" + accept: "application/x-jsonlines", + maxResponseBytes: BoundedHTTPResponse.fileLimit ) } @@ -128,7 +130,8 @@ struct AnthropicProviderService: Sendable { body: Data? = nil, contentType: String? = nil, accept: String? = nil, - betaHeaders: [String] = [] + betaHeaders: [String] = [], + maxResponseBytes: Int = BoundedHTTPResponse.jsonLimit ) async throws -> AnthropicProviderResponse { guard let apiKey = try await readAPIKey() else { throw CloudProviderError.missingAPIKey @@ -156,7 +159,7 @@ struct AnthropicProviderService: Sendable { var lastRetryableResponse: AnthropicProviderResponse? for attempt in 0..<3 { - let (data, http) = try await urlSession.data(for: request) + let (data, http) = try await BoundedHTTPResponse.data(for: request, session: urlSession, maxBytes: maxResponseBytes) let providerResponse = AnthropicProviderResponse(data: data, httpResponse: http) if (200..<300).contains(http.statusCode) { return providerResponse diff --git a/Pines/Cloud/BYOKCloudInferenceProvider.swift b/Pines/Cloud/BYOKCloudInferenceProvider.swift index e2528da..a06febc 100644 --- a/Pines/Cloud/BYOKCloudInferenceProvider.swift +++ b/Pines/Cloud/BYOKCloudInferenceProvider.swift @@ -139,7 +139,11 @@ struct BYOKCloudInferenceProvider: InferenceProvider { throw InferenceError.unsupportedCapability("Anthropic does not provide a native embedding API. Configure Voyage AI, OpenAI, Gemini, OpenRouter, or a local embedding model.") } - let (data, response) = try await URLSession.shared.data(for: urlRequest) + let (data, response) = try await BoundedHTTPResponse.data( + for: urlRequest, + session: .shared, + maxBytes: BoundedHTTPResponse.jsonLimit + ) let http = try Self.httpResponse(from: response) guard (200..<300).contains(http.statusCode) else { throw CloudProviderError.providerRejectedRequest( @@ -232,7 +236,11 @@ struct BYOKCloudInferenceProvider: InferenceProvider { } try await applyExtraHeaders(to: &request) - let (data, response) = try await URLSession.shared.data(for: request) + let (data, response) = try await BoundedHTTPResponse.data( + for: request, + session: .shared, + maxBytes: BoundedHTTPResponse.jsonLimit + ) let http = try Self.httpResponse(from: response) if (200..<300).contains(http.statusCode) { return ProviderValidationResult( @@ -438,7 +446,11 @@ struct BYOKCloudInferenceProvider: InferenceProvider { } try await applyExtraHeaders(to: &request) - let (data, response) = try await URLSession.shared.data(for: request) + let (data, response) = try await BoundedHTTPResponse.data( + for: request, + session: .shared, + maxBytes: BoundedHTTPResponse.jsonLimit + ) let http = try Self.httpResponse(from: response) guard (200..<300).contains(http.statusCode) else { throw CloudProviderError.providerRejectedRequest( diff --git a/Pines/Cloud/BoundedHTTPResponse.swift b/Pines/Cloud/BoundedHTTPResponse.swift new file mode 100644 index 0000000..536ac0b --- /dev/null +++ b/Pines/Cloud/BoundedHTTPResponse.swift @@ -0,0 +1,101 @@ +import Foundation +import PinesCore + +enum BoundedHTTPResponse { + enum RedirectScope { + case sameOrigin + case publicHTTPS + } + + static let jsonLimit = 32 * 1024 * 1024 + static let fileLimit = 64 * 1024 * 1024 + static let videoLimit = 512 * 1024 * 1024 + + static func data( + for request: URLRequest, + session: URLSession, + maxBytes: Int, + redirectScope: RedirectScope = .sameOrigin + ) async throws -> (Data, HTTPURLResponse) { + guard let originURL = request.url else { throw CloudProviderError.invalidResponse } + let redirectPolicy = BoundedRedirectPolicy(originURL: originURL, scope: redirectScope) + let (bytes, response) = try await session.bytes(for: request, delegate: redirectPolicy) + guard let http = response as? HTTPURLResponse else { + throw CloudProviderError.invalidResponse + } + guard let finalURL = http.url, + BoundedRedirectPolicy.isAllowed(finalURL, from: originURL, scope: redirectScope) + else { + throw CloudProviderError.invalidResponse + } + try validate(expectedContentLength: http.expectedContentLength, maxBytes: maxBytes) + + var data = Data() + if http.expectedContentLength > 0 { + data.reserveCapacity(min(maxBytes, Int(http.expectedContentLength))) + } + for try await byte in bytes { + try append(byte, to: &data, maxBytes: maxBytes) + } + return (data, http) + } + + static func validate(expectedContentLength: Int64, maxBytes: Int) throws { + guard expectedContentLength <= Int64(maxBytes) else { + throw CloudProviderError.responseTooLarge(maxBytes: maxBytes) + } + } + + static func append(_ byte: UInt8, to data: inout Data, maxBytes: Int) throws { + guard data.count < maxBytes else { + throw CloudProviderError.responseTooLarge(maxBytes: maxBytes) + } + data.append(byte) + } +} + +private final class BoundedRedirectPolicy: NSObject, URLSessionTaskDelegate, @unchecked Sendable { + private let originURL: URL + private let scope: BoundedHTTPResponse.RedirectScope + + init(originURL: URL, scope: BoundedHTTPResponse.RedirectScope) { + self.originURL = originURL + self.scope = scope + } + + func urlSession( + _ session: URLSession, + task: URLSessionTask, + willPerformHTTPRedirection response: HTTPURLResponse, + newRequest request: URLRequest, + completionHandler: @escaping @Sendable (URLRequest?) -> Void + ) { + guard let target = request.url, Self.isAllowed(target, from: originURL, scope: scope) else { + completionHandler(nil) + return + } + var redirected = request + if !EndpointSecurityPolicy.isSameOrigin(originURL, target) { + for header in ["Authorization", "Cookie", "Proxy-Authorization", "X-Api-Key", "X-Goog-Api-Key", "X-Subscription-Token"] { + redirected.setValue(nil, forHTTPHeaderField: header) + } + } + completionHandler(redirected) + } + + static func isAllowed( + _ target: URL, + from origin: URL, + scope: BoundedHTTPResponse.RedirectScope + ) -> Bool { + switch scope { + case .sameOrigin: + return EndpointSecurityPolicy.isSameOrigin(origin, target) + case .publicHTTPS: + guard (try? EndpointSecurityPolicy().validate(target, useCase: .webTool)) != nil, + (try? EndpointSecurityPolicy.validateResolvedPublicAddresses(for: target)) != nil + else { return false } + return true + } + } +} diff --git a/Pines/Cloud/CloudKitSyncService.swift b/Pines/Cloud/CloudKitSyncService.swift index 1f43318..f851790 100644 --- a/Pines/Cloud/CloudKitSyncService.swift +++ b/Pines/Cloud/CloudKitSyncService.swift @@ -14,6 +14,7 @@ protocol CloudKitSyncRepository: Sendable { struct CloudKitLocalSnapshot: Sendable { var settings: CloudKitSettingsSnapshot + var projects: [CloudKitProjectSnapshot] var conversations: [CloudKitConversationSnapshot] var messages: [CloudKitMessageSnapshot] var documents: [CloudKitVaultDocumentSnapshot] @@ -23,6 +24,7 @@ struct CloudKitLocalSnapshot: Sendable { struct CloudKitRemoteSnapshot: Sendable { var settings: CloudKitSettingsSnapshot? + var projects: [CloudKitProjectSnapshot] = [] var conversations: [CloudKitConversationSnapshot] = [] var messages: [CloudKitMessageSnapshot] = [] var documents: [CloudKitVaultDocumentSnapshot] = [] @@ -33,6 +35,7 @@ struct CloudKitRemoteSnapshot: Sendable { var isEmpty: Bool { settings == nil + && projects.isEmpty && conversations.isEmpty && messages.isEmpty && documents.isEmpty @@ -47,6 +50,7 @@ struct CloudKitRemoteSnapshot: Sendable { self.settings = settings } } + projects.append(contentsOf: other.projects) conversations.append(contentsOf: other.conversations) messages.append(contentsOf: other.messages) documents.append(contentsOf: other.documents) @@ -62,6 +66,15 @@ struct CloudKitSettingsSnapshot: Hashable, Codable, Sendable { var updatedAt: Date } +struct CloudKitProjectSnapshot: Hashable, Codable, Sendable { + var id: UUID + var name: String + var vaultEnabled: Bool + var createdAt: Date + var updatedAt: Date + var deletedAt: Date? +} + struct CloudKitConversationSnapshot: Hashable, Codable, Sendable { var id: UUID var title: String @@ -69,6 +82,7 @@ struct CloudKitConversationSnapshot: Hashable, Codable, Sendable { var deletedAt: Date? var defaultModelID: ModelID? var defaultProviderID: ProviderID? + var projectID: UUID? var archived: Bool var pinned: Bool } @@ -94,6 +108,7 @@ struct CloudKitVaultDocumentSnapshot: Hashable, Codable, Sendable { var id: UUID var title: String var sourceType: String + var projectID: UUID? var updatedAt: Date var deletedAt: Date? var chunkCount: Int @@ -124,28 +139,22 @@ struct CloudKitSyncService { private let legacyZoneID = CKRecordZone.ID(zoneName: "PinesPrivate", ownerName: CKCurrentUserDefaultName) private let recordCipher: CloudKitRecordCipher - let conversationRepository: any ConversationRepository - let vaultRepository: any VaultRepository let settingsRepository: any SettingsRepository - let syncRepository: (any CloudKitSyncRepository)? + let syncRepository: any CloudKitSyncRepository let auditRepository: (any AuditEventRepository)? init( containerIdentifier: String = Self.defaultContainerIdentifier, - conversationRepository: any ConversationRepository, - vaultRepository: any VaultRepository, + syncRepository: any CloudKitSyncRepository, settingsRepository: any SettingsRepository, - syncRepository: (any CloudKitSyncRepository)? = nil, secureKeyStore: SecureKeyStore, auditRepository: (any AuditEventRepository)? ) { container = CKContainer(identifier: containerIdentifier) database = container.privateCloudDatabase recordCipher = CloudKitRecordCipher(secureKeyStore: secureKeyStore) - self.conversationRepository = conversationRepository - self.vaultRepository = vaultRepository self.settingsRepository = settingsRepository - self.syncRepository = syncRepository ?? (conversationRepository as? any CloudKitSyncRepository) + self.syncRepository = syncRepository self.auditRepository = auditRepository } @@ -161,13 +170,6 @@ struct CloudKitSyncService { let settings = try await settingsRepository.loadSettings() guard settings.storeConfiguration.iCloudSyncEnabled else { return } guard Self.hasRequiredEntitlements() else { return } - guard let syncRepository else { - try await auditRepository?.append( - AuditEvent(category: .security, summary: "Skipped iCloud sync because the local store does not expose merge APIs.") - ) - return - } - try await ensureZone() let hadServerChangeToken = try await syncRepository.cloudKitServerChangeTokenData(zoneName: zoneID.zoneName) != nil @@ -217,7 +219,7 @@ struct CloudKitSyncService { throw error } } - try await syncRepository?.saveCloudKitServerChangeTokenData(nil, zoneName: zoneID.zoneName) + try await syncRepository.saveCloudKitServerChangeTokenData(nil, zoneName: zoneID.zoneName) try await auditRepository?.append( AuditEvent(category: .security, summary: "Deleted iCloud private sync records.") ) @@ -288,6 +290,9 @@ struct CloudKitSyncService { private func records(from snapshot: CloudKitLocalSnapshot) async throws -> [CKRecord] { var records = [CKRecord]() records.append(try await encryptedRecord(type: "AppSettings", name: "app", payload: snapshot.settings, updatedAt: snapshot.settings.updatedAt)) + for project in snapshot.projects { + records.append(try await encryptedRecord(type: "Project", name: project.id.uuidString, payload: project, updatedAt: project.updatedAt, tombstone: project.deletedAt != nil)) + } for conversation in snapshot.conversations { records.append(try await encryptedRecord(type: "Conversation", name: conversation.id.uuidString, payload: conversation, updatedAt: conversation.updatedAt, tombstone: conversation.deletedAt != nil)) } @@ -328,81 +333,6 @@ struct CloudKitSyncService { return record } - private func settingsRecord(_ settings: CloudKitSettingsSnapshot) throws -> CKRecord { - let record = CKRecord(recordType: "AppSettings", recordID: CKRecord.ID(recordName: "app", zoneID: zoneID)) - let data = try JSONEncoder().encode(settings.value) - record["valueJSON"] = String(decoding: data, as: UTF8.self) as CKRecordValue - record["updatedAt"] = settings.updatedAt as CKRecordValue - return record - } - - private func conversationRecord(_ conversation: CloudKitConversationSnapshot) -> CKRecord { - let record = CKRecord(recordType: "Conversation", recordID: CKRecord.ID(recordName: conversation.id.uuidString, zoneID: zoneID)) - record["title"] = conversation.title as CKRecordValue - record["updatedAt"] = conversation.updatedAt as CKRecordValue - record["deletedAt"] = conversation.deletedAt as CKRecordValue? - record["defaultModelID"] = conversation.defaultModelID?.rawValue as CKRecordValue? - record["defaultProviderID"] = conversation.defaultProviderID?.rawValue as CKRecordValue? - record["archived"] = conversation.archived as CKRecordValue - record["pinned"] = conversation.pinned as CKRecordValue - return record - } - - private func messageRecord(_ message: CloudKitMessageSnapshot) -> CKRecord { - let record = CKRecord(recordType: "Message", recordID: CKRecord.ID(recordName: message.id.uuidString, zoneID: zoneID)) - record["conversationID"] = message.conversationID.uuidString as CKRecordValue - record["role"] = message.role.rawValue as CKRecordValue - record["content"] = message.content as CKRecordValue - record["createdAt"] = message.createdAt as CKRecordValue - record["updatedAt"] = message.updatedAt as CKRecordValue - record["deletedAt"] = message.deletedAt as CKRecordValue? - record["status"] = message.status.rawValue as CKRecordValue - record["modelID"] = message.modelID?.rawValue as CKRecordValue? - record["providerID"] = message.providerID?.rawValue as CKRecordValue? - record["toolCallID"] = message.toolCallID as CKRecordValue? - record["toolName"] = message.toolName as CKRecordValue? - record["toolCallsJSON"] = Self.encodeToolCalls(message.toolCalls) as CKRecordValue? - record["providerMetadataJSON"] = Self.encodeProviderMetadata(message.providerMetadata) as CKRecordValue? - return record - } - - private func vaultDocumentRecord(_ document: CloudKitVaultDocumentSnapshot) -> CKRecord { - let record = CKRecord(recordType: "VaultDocument", recordID: CKRecord.ID(recordName: document.id.uuidString, zoneID: zoneID)) - record["title"] = document.title as CKRecordValue - record["sourceType"] = document.sourceType as CKRecordValue - record["updatedAt"] = document.updatedAt as CKRecordValue - record["deletedAt"] = document.deletedAt as CKRecordValue? - record["chunkCount"] = document.chunkCount as CKRecordValue - return record - } - - private func vaultChunkRecord(_ chunk: CloudKitVaultChunkSnapshot) -> CKRecord { - let record = CKRecord(recordType: "VaultChunk", recordID: CKRecord.ID(recordName: chunk.id, zoneID: zoneID)) - record["documentID"] = chunk.documentID.uuidString as CKRecordValue - record["ordinal"] = chunk.ordinal as CKRecordValue - record["text"] = chunk.text as CKRecordValue - record["tokenEstimate"] = chunk.tokenEstimate as CKRecordValue - record["checksum"] = chunk.checksum as CKRecordValue - record["createdAt"] = chunk.createdAt as CKRecordValue - return record - } - - private func vaultEmbeddingRecord(_ embedding: VaultStoredEmbedding) -> CKRecord { - let recordName = "\(embedding.chunkID)-\(Self.stableRecordSuffix(embedding.modelID.rawValue))" - let record = CKRecord(recordType: "VaultEmbedding", recordID: CKRecord.ID(recordName: recordName, zoneID: zoneID)) - record["chunkID"] = embedding.chunkID as CKRecordValue - record["documentID"] = embedding.documentID.uuidString as CKRecordValue - record["modelID"] = embedding.modelID.rawValue as CKRecordValue - record["dimensions"] = embedding.dimensions as CKRecordValue - record["fp16Embedding"] = embedding.fp16Embedding as NSData - record["turboQuantCode"] = embedding.turboQuantCode as NSData - record["norm"] = embedding.norm as CKRecordValue - record["codecVersion"] = embedding.codecVersion as CKRecordValue - record["checksum"] = embedding.checksum as CKRecordValue - record["createdAt"] = embedding.createdAt as CKRecordValue - return record - } - private static func encodeChangeToken(_ token: CKServerChangeToken) throws -> Data { try NSKeyedArchiver.archivedData(withRootObject: token, requiringSecureCoding: true) } @@ -411,32 +341,6 @@ struct CloudKitSyncService { try NSKeyedUnarchiver.unarchivedObject(ofClass: CKServerChangeToken.self, from: data) } - private static func encodeProviderMetadata(_ metadata: [String: String]) -> String? { - guard !metadata.isEmpty else { - return nil - } - do { - let data = try JSONEncoder().encode(metadata) - return String(decoding: data, as: UTF8.self) - } catch { - cloudKitSyncLogger.error("Failed to encode CloudKit provider metadata: \(error.localizedDescription, privacy: .public)") - return nil - } - } - - private static func encodeToolCalls(_ toolCalls: [ToolCallDelta]) -> String? { - guard !toolCalls.isEmpty else { - return nil - } - do { - let data = try JSONEncoder().encode(toolCalls) - return String(decoding: data, as: UTF8.self) - } catch { - cloudKitSyncLogger.error("Failed to encode CloudKit tool calls: \(error.localizedDescription, privacy: .public)") - return nil - } - } - fileprivate static func stableRecordSuffix(_ value: String) -> String { var hash: UInt64 = 14_695_981_039_346_656_037 for byte in value.utf8 { @@ -478,6 +382,7 @@ private extension CloudKitRemoteSnapshot { deletedAt: record["deletedAt"] as? Date, defaultModelID: (record["defaultModelID"] as? String).map(ModelID.init(rawValue:)), defaultProviderID: (record["defaultProviderID"] as? String).map(ProviderID.init(rawValue:)), + projectID: (record["projectID"] as? String).flatMap(UUID.init(uuidString:)), archived: Self.bool("archived", in: record), pinned: Self.bool("pinned", in: record) ) @@ -523,6 +428,7 @@ private extension CloudKitRemoteSnapshot { id: id, title: title, sourceType: sourceType, + projectID: (record["projectID"] as? String).flatMap(UUID.init(uuidString:)), updatedAt: updatedAt, deletedAt: record["deletedAt"] as? Date, chunkCount: Self.int("chunkCount", in: record) @@ -594,6 +500,8 @@ private extension CloudKitRemoteSnapshot { switch payloadType { case "AppSettings": settings = try await cipher.open(encrypted, as: CloudKitSettingsSnapshot.self, recordType: payloadType, recordName: payloadName) + case "Project": + projects.append(try await cipher.open(encrypted, as: CloudKitProjectSnapshot.self, recordType: payloadType, recordName: payloadName)) case "Conversation": conversations.append(try await cipher.open(encrypted, as: CloudKitConversationSnapshot.self, recordType: payloadType, recordName: payloadName)) case "Message": @@ -633,19 +541,6 @@ private extension CloudKitRemoteSnapshot { return nil } - private static func encodeProviderMetadata(_ metadata: [String: String]) -> String? { - guard !metadata.isEmpty else { - return nil - } - do { - let data = try JSONEncoder().encode(metadata) - return String(decoding: data, as: UTF8.self) - } catch { - cloudKitSyncLogger.error("Failed to encode CloudKit provider metadata: \(error.localizedDescription, privacy: .public)") - return nil - } - } - private static func decodeProviderMetadata(_ rawValue: String?) -> [String: String] { guard let rawValue, let data = rawValue.data(using: .utf8) else { return [:] diff --git a/Pines/Cloud/GeminiProviderService.swift b/Pines/Cloud/GeminiProviderService.swift index 6ff1b93..ac77703 100644 --- a/Pines/Cloud/GeminiProviderService.swift +++ b/Pines/Cloud/GeminiProviderService.swift @@ -202,7 +202,11 @@ struct GeminiProviderService { } private func send(_ request: URLRequest) async throws -> GeminiProviderResponse { - let (data, http) = try await urlSession.data(for: request) + let (data, http) = try await BoundedHTTPResponse.data( + for: request, + session: urlSession, + maxBytes: BoundedHTTPResponse.fileLimit + ) let providerResponse = GeminiProviderResponse(data: data, httpResponse: http) guard (200..<300).contains(http.statusCode) else { throw CloudProviderError.providerRejectedRequest( diff --git a/Pines/Cloud/OpenAIProviderLifecycleCoordinator.swift b/Pines/Cloud/OpenAIProviderLifecycleCoordinator.swift index 9459043..1594c60 100644 --- a/Pines/Cloud/OpenAIProviderLifecycleCoordinator.swift +++ b/Pines/Cloud/OpenAIProviderLifecycleCoordinator.swift @@ -441,7 +441,14 @@ struct OpenAIProviderLifecycleCoordinator: Sendable { } if let remoteURL = artifact.remoteURL { - let (data, response) = try await URLSession.shared.data(from: remoteURL) + try EndpointSecurityPolicy().validate(remoteURL, useCase: .webTool) + try EndpointSecurityPolicy.validateResolvedPublicAddresses(for: remoteURL) + let (data, response) = try await BoundedHTTPResponse.data( + for: URLRequest(url: remoteURL), + session: .shared, + maxBytes: BoundedHTTPResponse.fileLimit, + redirectScope: .publicHTTPS + ) guard !data.isEmpty else { throw InferenceError.invalidRequest("Reference image \(artifact.fileName ?? artifact.id) could not be downloaded.") } diff --git a/Pines/Cloud/OpenAIProviderService.swift b/Pines/Cloud/OpenAIProviderService.swift index f68b79d..3f01f39 100644 --- a/Pines/Cloud/OpenAIProviderService.swift +++ b/Pines/Cloud/OpenAIProviderService.swift @@ -50,7 +50,12 @@ struct OpenAIProviderService { } func retrieveFileContent(_ fileID: String) async throws -> OpenAIProviderResponse { - try await rawJSON(method: .get, path: "files/\(fileID)/content") + try await send( + method: .get, + path: "files/\(fileID)/content", + accept: "application/octet-stream", + maxResponseBytes: BoundedHTTPResponse.fileLimit + ) } func deleteFile(_ fileID: String) async throws -> OpenAIProviderResponse { @@ -194,7 +199,12 @@ struct OpenAIProviderService { } func retrieveVideoContent(_ videoID: String) async throws -> OpenAIProviderResponse { - try await rawJSON(method: .get, path: "videos/\(videoID)/content") + try await send( + method: .get, + path: "videos/\(videoID)/content", + accept: "video/*", + maxResponseBytes: BoundedHTTPResponse.videoLimit + ) } func listBatches(_ request: OpenAIBatchListRequest = OpenAIBatchListRequest()) async throws -> OpenAIProviderResponse { @@ -214,7 +224,14 @@ struct OpenAIProviderService { } func createSpeech(body: JSONValue) async throws -> OpenAIProviderResponse { - try await rawJSON(method: .post, path: "audio/speech", body: body) + try await send( + method: .post, + path: "audio/speech", + body: try JSONEncoder().encode(body), + contentType: "application/json", + accept: "audio/*", + maxResponseBytes: BoundedHTTPResponse.fileLimit + ) } func createTranscription(multipart: OpenAIMultipartForm) async throws -> OpenAIProviderResponse { @@ -287,7 +304,9 @@ struct OpenAIProviderService { path: String, queryItems: [URLQueryItem] = [], body: Data? = nil, - contentType: String? = nil + contentType: String? = nil, + accept: String = "application/json", + maxResponseBytes: Int = BoundedHTTPResponse.jsonLimit ) async throws -> OpenAIProviderResponse { guard let apiKey = try await readAPIKey() else { throw CloudProviderError.missingAPIKey @@ -297,14 +316,14 @@ struct OpenAIProviderService { request.httpMethod = method.rawValue request.httpBody = body request.addValue("Bearer \(apiKey)", forHTTPHeaderField: "Authorization") - request.addValue("application/json", forHTTPHeaderField: "Accept") + request.addValue(accept, forHTTPHeaderField: "Accept") if let contentType { request.addValue(contentType, forHTTPHeaderField: "Content-Type") } addOpenAIClientRequestID(to: &request) try await applyExtraHeaders(to: &request) - let (data, http) = try await urlSession.data(for: request) + let (data, http) = try await BoundedHTTPResponse.data(for: request, session: urlSession, maxBytes: maxResponseBytes) let providerResponse = OpenAIProviderResponse(data: data, httpResponse: http) guard (200..<300).contains(http.statusCode) else { throw CloudProviderError.providerRejectedRequest( diff --git a/Pines/Cloud/PinesManagedCloudService.swift b/Pines/Cloud/PinesManagedCloudService.swift index 4b80cec..60fee1c 100644 --- a/Pines/Cloud/PinesManagedCloudService.swift +++ b/Pines/Cloud/PinesManagedCloudService.swift @@ -239,7 +239,11 @@ struct PinesManagedCloudService: Sendable { } var request = try await authenticatedRequest(url: url) request.httpMethod = "GET" - let (data, response) = try await urlSession.data(for: request) + let (data, response) = try await BoundedHTTPResponse.data( + for: request, + session: urlSession, + maxBytes: BoundedHTTPResponse.jsonLimit + ) try Self.validateHTTPResponse(response, data: data) return try JSONDecoder().decode(Response.self, from: data) } @@ -251,7 +255,11 @@ struct PinesManagedCloudService: Sendable { var request = try await authenticatedRequest(url: url) request.httpMethod = "POST" request.httpBody = try JSONEncoder().encode(body) - let (data, response) = try await urlSession.data(for: request) + let (data, response) = try await BoundedHTTPResponse.data( + for: request, + session: urlSession, + maxBytes: BoundedHTTPResponse.jsonLimit + ) try Self.validateHTTPResponse(response, data: data) return try JSONDecoder().decode(Response.self, from: data) } @@ -262,7 +270,11 @@ struct PinesManagedCloudService: Sendable { } var request = try await authenticatedRequest(url: url) request.httpMethod = method - let (data, response) = try await urlSession.data(for: request) + let (data, response) = try await BoundedHTTPResponse.data( + for: request, + session: urlSession, + maxBytes: 1024 * 1024 + ) try Self.validateHTTPResponse(response, data: data) } diff --git a/Pines/MCP/MCPOAuthService.swift b/Pines/MCP/MCPOAuthService.swift index 882faf8..8a6080c 100644 --- a/Pines/MCP/MCPOAuthService.swift +++ b/Pines/MCP/MCPOAuthService.swift @@ -172,7 +172,11 @@ struct MCPOAuthService { .map { "\($0.key.urlFormEncoded)=\($0.value.urlFormEncoded)" } .joined(separator: "&") .data(using: .utf8) - let (data, response) = try await URLSession.shared.data(for: request) + let (data, response) = try await BoundedHTTPResponse.data( + for: request, + session: .shared, + maxBytes: 1024 * 1024 + ) guard (200..<300).contains(response.statusCode) else { throw InferenceError.invalidRequest("OAuth token exchange failed.") } @@ -249,7 +253,11 @@ struct MCPOAuthDiscoveryService { ], ]) do { - let (_, response) = try await urlSession.data(for: request) + let (_, response) = try await BoundedHTTPResponse.data( + for: request, + session: urlSession, + maxBytes: 1024 * 1024 + ) if let metadata = MCPStreamableHTTPClient.resourceMetadataURL(from: response), let metadataURL = URL(string: metadata) { return metadataURL @@ -270,8 +278,12 @@ struct MCPOAuthDiscoveryService { } private func fetchProtectedResourceMetadata(_ url: URL) async throws -> ProtectedResourceMetadata { - let (data, response) = try await urlSession.data(from: url) - guard let http = response as? HTTPURLResponse, (200..<300).contains(http.statusCode) else { + let (data, response) = try await BoundedHTTPResponse.data( + for: URLRequest(url: url), + session: urlSession, + maxBytes: 1024 * 1024 + ) + guard (200..<300).contains(response.statusCode) else { throw InferenceError.invalidRequest("Could not fetch OAuth protected resource metadata.") } return try JSONDecoder().decode(ProtectedResourceMetadata.self, from: data) @@ -282,9 +294,12 @@ struct MCPOAuthDiscoveryService { var lastError: Error? for candidate in candidates { do { - let (data, response) = try await urlSession.data(from: candidate) - guard let http = response as? HTTPURLResponse, - (200..<300).contains(http.statusCode) + let (data, response) = try await BoundedHTTPResponse.data( + for: URLRequest(url: candidate), + session: urlSession, + maxBytes: 1024 * 1024 + ) + guard (200..<300).contains(response.statusCode) else { continue } @@ -319,7 +334,11 @@ struct MCPOAuthDiscoveryService { "grant_types": ["authorization_code", "refresh_token"], "response_types": ["code"], ]) - let (data, response) = try await urlSession.data(for: request) + let (data, response) = try await BoundedHTTPResponse.data( + for: request, + session: urlSession, + maxBytes: 1024 * 1024 + ) guard (200..<300).contains(response.statusCode) else { return nil } diff --git a/Pines/MCP/MCPServerService.swift b/Pines/MCP/MCPServerService.swift index 5a7030f..c2ed1b2 100644 --- a/Pines/MCP/MCPServerService.swift +++ b/Pines/MCP/MCPServerService.swift @@ -179,7 +179,7 @@ struct MCPServerService: Sendable { inputJSONSchema: tool.inputSchema, outputJSONSchema: JSONValue.objectSchema(), permissions: [.network], - sideEffect: .readsExternalData, + sideEffect: tool.annotations?.sideEffectLevel ?? .changesRemoteState, networkPolicy: .allowListedDomains(Self.networkDomains(for: server)), timeoutSeconds: 60, explanationRequired: true, @@ -277,7 +277,8 @@ struct MCPServerService: Sendable { namespacedName: namespacedName, displayName: tool.name, description: tool.description ?? "Remote MCP tool \(tool.name).", - inputSchema: tool.inputSchema + inputSchema: tool.inputSchema, + annotations: tool.annotations ) } } diff --git a/Pines/MCP/MCPStreamableHTTPClient.swift b/Pines/MCP/MCPStreamableHTTPClient.swift index 0b0e9f1..876a15d 100644 --- a/Pines/MCP/MCPStreamableHTTPClient.swift +++ b/Pines/MCP/MCPStreamableHTTPClient.swift @@ -247,7 +247,7 @@ final class MCPStreamableHTTPClient: Sendable { request.httpMethod = "DELETE" await applyBaseHeaders(to: &request) do { - _ = try await urlSession.data(for: request) + _ = try await BoundedHTTPResponse.data(for: request, session: urlSession, maxBytes: 64 * 1024) } catch { mcpTransportLogger.warning("mcp_session_terminate_failed server=\(server.id.rawValue, privacy: .public) error=\(error.localizedDescription, privacy: .public)") } @@ -348,7 +348,7 @@ final class MCPStreamableHTTPClient: Sendable { request.httpBody = try JSONSerialization.data(withJSONObject: body) try await applyAuthHeader(to: &request, server: server) await applyBaseHeaders(to: &request) - let (_, http) = try await urlSession.data(for: request) + let (_, http) = try await BoundedHTTPResponse.data(for: request, session: urlSession, maxBytes: 1024 * 1024) guard (200..<300).contains(http.statusCode) else { throw MCPTransportError.invalidHTTPResponse } @@ -399,7 +399,7 @@ final class MCPStreamableHTTPClient: Sendable { try await applyAuthHeader(to: &request, server: server, forceOAuthRefresh: forceOAuthRefresh) await applyBaseHeaders(to: &request) - let (data, http) = try await urlSession.data(for: request) + let (data, http) = try await BoundedHTTPResponse.data(for: request, session: urlSession, maxBytes: 8 * 1024 * 1024) if let headerSessionID = http.value(forHTTPHeaderField: "Mcp-Session-Id"), !headerSessionID.isEmpty { await state.setSessionID(headerSessionID) } @@ -483,7 +483,7 @@ final class MCPStreamableHTTPClient: Sendable { .map { "\($0.key.mcpStreamURLFormEncoded)=\($0.value.mcpStreamURLFormEncoded)" } .joined(separator: "&") .data(using: .utf8) - let (data, response) = try await urlSession.data(for: request) + let (data, response) = try await BoundedHTTPResponse.data(for: request, session: urlSession, maxBytes: 1024 * 1024) guard (200..<300).contains(response.statusCode) else { return nil } diff --git a/Pines/Persistence/GRDBPinesStore+CloudKit.swift b/Pines/Persistence/GRDBPinesStore+CloudKit.swift index 1d36609..5ecf6e6 100644 --- a/Pines/Persistence/GRDBPinesStore+CloudKit.swift +++ b/Pines/Persistence/GRDBPinesStore+CloudKit.swift @@ -8,12 +8,14 @@ extension GRDBPinesStore: CloudKitSyncRepository { func cloudKitLocalSnapshot(includeVault: Bool, includeEmbeddings: Bool, includeClean: Bool) async throws -> CloudKitLocalSnapshot { try await database.read { db in let settings = try Self.fetchCloudKitSettings(db) + let projects = try Self.fetchCloudKitProjects(db, includeClean: includeClean) let conversations = try Self.fetchCloudKitConversations(db, includeClean: includeClean) let messages = try Self.fetchCloudKitMessages(db, includeClean: includeClean) guard includeVault else { return CloudKitLocalSnapshot( settings: settings, + projects: projects, conversations: conversations, messages: messages, documents: [], @@ -24,6 +26,7 @@ extension GRDBPinesStore: CloudKitSyncRepository { return CloudKitLocalSnapshot( settings: settings, + projects: projects, conversations: conversations, messages: messages, documents: try Self.fetchCloudKitDocuments(db, includeClean: includeClean), @@ -42,6 +45,9 @@ extension GRDBPinesStore: CloudKitSyncRepository { for deletion in snapshot.deletedRecords { try Self.applyCloudKitDeletion(deletion, db: db) } + for project in snapshot.projects { + try Self.applyCloudKitProject(project, db: db) + } for conversation in snapshot.conversations { try Self.applyCloudKitConversation(conversation, db: db) } @@ -123,11 +129,34 @@ extension GRDBPinesStore: CloudKitSyncRepository { ) } + private static func fetchCloudKitProjects(_ db: Database, includeClean: Bool) throws -> [CloudKitProjectSnapshot] { + try Row.fetchAll( + db, + sql: """ + SELECT id, name, vault_enabled, created_at, updated_at, deleted_at + FROM projects + WHERE ? OR sync_state != ? + ORDER BY updated_at ASC + """, + arguments: [includeClean ? 1 : 0, SyncState.synced.rawValue] + ).compactMap { row in + guard let id = UUID(uuidString: row["id"]) else { return nil } + return CloudKitProjectSnapshot( + id: id, + name: row["name"], + vaultEnabled: (row["vault_enabled"] as Int) == 1, + createdAt: Date(timeIntervalSinceReferenceDate: row["created_at"]), + updatedAt: Date(timeIntervalSinceReferenceDate: row["updated_at"]), + deletedAt: (row["deleted_at"] as Double?).map(Date.init(timeIntervalSinceReferenceDate:)) + ) + } + } + private static func fetchCloudKitConversations(_ db: Database, includeClean: Bool) throws -> [CloudKitConversationSnapshot] { try Row.fetchAll( db, sql: """ - SELECT id, title, updated_at, deleted_at, default_model_id, default_provider_id, archived_at, pinned + SELECT id, title, updated_at, deleted_at, default_model_id, default_provider_id, project_id, archived_at, pinned FROM conversations WHERE ? OR sync_state != ? ORDER BY updated_at ASC @@ -142,6 +171,7 @@ extension GRDBPinesStore: CloudKitSyncRepository { deletedAt: (row["deleted_at"] as Double?).map(Date.init(timeIntervalSinceReferenceDate:)), defaultModelID: (row["default_model_id"] as String?).map(ModelID.init(rawValue:)), defaultProviderID: (row["default_provider_id"] as String?).map(ProviderID.init(rawValue:)), + projectID: (row["project_id"] as String?).flatMap(UUID.init(uuidString:)), archived: (row["archived_at"] as Double?) != nil, pinned: (row["pinned"] as Int) == 1 ) @@ -189,7 +219,7 @@ extension GRDBPinesStore: CloudKitSyncRepository { try Row.fetchAll( db, sql: """ - SELECT d.id, d.title, d.source_type, d.updated_at, d.sync_state, COUNT(c.id) AS chunk_count + SELECT d.id, d.title, d.source_type, d.project_id, d.updated_at, d.sync_state, COUNT(c.id) AS chunk_count FROM vault_documents d LEFT JOIN vault_chunks c ON c.document_id = d.id WHERE ? OR d.sync_state != ? @@ -205,6 +235,7 @@ extension GRDBPinesStore: CloudKitSyncRepository { id: id, title: row["title"], sourceType: row["source_type"], + projectID: (row["project_id"] as String?).flatMap(UUID.init(uuidString:)), updatedAt: updatedAt, deletedAt: syncState == .deleted ? updatedAt : nil, chunkCount: row["chunk_count"] @@ -275,6 +306,71 @@ extension GRDBPinesStore: CloudKitSyncRepository { ) } + private static func applyCloudKitProject(_ project: CloudKitProjectSnapshot, db: Database) throws { + let local = try Row.fetchOne( + db, + sql: "SELECT updated_at, deleted_at FROM projects WHERE id = ?", + arguments: [project.id.uuidString] + ) + let localUpdatedAt = (local?["updated_at"] as Double?).map(Date.init(timeIntervalSinceReferenceDate:)) + ?? Date(timeIntervalSinceReferenceDate: 0) + let localDeletedAt = (local?["deleted_at"] as Double?).map(Date.init(timeIntervalSinceReferenceDate:)) + + if let remoteDeletedAt = project.deletedAt { + guard local == nil || remoteDeletedAt >= max(localUpdatedAt, localDeletedAt ?? .distantPast) else { + return + } + try upsertCloudKitProject(project, deletedAt: remoteDeletedAt, db: db) + return + } + + if let localDeletedAt, localDeletedAt >= project.updatedAt { + return + } + guard local == nil || project.updatedAt >= localUpdatedAt else { return } + try upsertCloudKitProject(project, deletedAt: nil, db: db) + } + + private static func upsertCloudKitProject( + _ project: CloudKitProjectSnapshot, + deletedAt: Date?, + db: Database + ) throws { + let effectiveUpdatedAt = max(project.updatedAt, deletedAt ?? .distantPast) + try db.execute( + sql: """ + INSERT INTO projects + (id, name, vault_enabled, created_at, updated_at, deleted_at, sync_state) + VALUES (?, ?, ?, ?, ?, ?, ?) + ON CONFLICT(id) DO UPDATE SET + name = excluded.name, + vault_enabled = excluded.vault_enabled, + updated_at = excluded.updated_at, + deleted_at = excluded.deleted_at, + sync_state = excluded.sync_state + """, + arguments: [ + project.id.uuidString, + project.name, + project.vaultEnabled ? 1 : 0, + project.createdAt.timeIntervalSinceReferenceDate, + effectiveUpdatedAt.timeIntervalSinceReferenceDate, + deletedAt?.timeIntervalSinceReferenceDate, + deletedAt == nil ? SyncState.synced.rawValue : SyncState.deleted.rawValue, + ] + ) + if deletedAt != nil { + try db.execute( + sql: "UPDATE conversations SET project_id = NULL WHERE project_id = ?", + arguments: [project.id.uuidString] + ) + try db.execute( + sql: "UPDATE vault_documents SET project_id = NULL WHERE project_id = ?", + arguments: [project.id.uuidString] + ) + } + } + private static func applyCloudKitConversation(_ conversation: CloudKitConversationSnapshot, db: Database) throws { let local = try Row.fetchOne( db, @@ -308,16 +404,18 @@ extension GRDBPinesStore: CloudKitSyncRepository { db: Database ) throws { let updatedAt = (deletedAt ?? conversation.updatedAt).timeIntervalSinceReferenceDate + let projectID = try activeProjectID(conversation.projectID, db: db)?.uuidString try db.execute( sql: """ INSERT INTO conversations - (id, title, created_at, updated_at, default_model_id, default_provider_id, archived_at, deleted_at, pinned, sync_state) - VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?) + (id, title, created_at, updated_at, default_model_id, default_provider_id, project_id, archived_at, deleted_at, pinned, sync_state) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) ON CONFLICT(id) DO UPDATE SET title = excluded.title, updated_at = excluded.updated_at, default_model_id = excluded.default_model_id, default_provider_id = excluded.default_provider_id, + project_id = excluded.project_id, archived_at = excluded.archived_at, deleted_at = excluded.deleted_at, pinned = excluded.pinned, @@ -330,6 +428,7 @@ extension GRDBPinesStore: CloudKitSyncRepository { updatedAt, conversation.defaultModelID?.rawValue, conversation.defaultProviderID?.rawValue, + projectID, conversation.archived ? updatedAt : nil, deletedAt?.timeIntervalSinceReferenceDate, conversation.pinned ? 1 : 0, @@ -478,14 +577,16 @@ extension GRDBPinesStore: CloudKitSyncRepository { updatedAt: Date, db: Database ) throws { + let projectID = try activeProjectID(document.projectID, db: db)?.uuidString try db.execute( sql: """ INSERT INTO vault_documents - (id, title, source_type, created_at, updated_at, sync_state) - VALUES (?, ?, ?, ?, ?, ?) + (id, title, source_type, project_id, created_at, updated_at, sync_state) + VALUES (?, ?, ?, ?, ?, ?, ?) ON CONFLICT(id) DO UPDATE SET title = excluded.title, source_type = excluded.source_type, + project_id = excluded.project_id, updated_at = excluded.updated_at, sync_state = excluded.sync_state """, @@ -493,6 +594,7 @@ extension GRDBPinesStore: CloudKitSyncRepository { document.id.uuidString, document.title, document.sourceType, + projectID, updatedAt.timeIntervalSinceReferenceDate, updatedAt.timeIntervalSinceReferenceDate, syncState.rawValue, @@ -500,6 +602,16 @@ extension GRDBPinesStore: CloudKitSyncRepository { ) } + private static func activeProjectID(_ projectID: UUID?, db: Database) throws -> UUID? { + guard let projectID else { return nil } + let exists = try Bool.fetchOne( + db, + sql: "SELECT EXISTS(SELECT 1 FROM projects WHERE id = ? AND deleted_at IS NULL)", + arguments: [projectID.uuidString] + ) ?? false + return exists ? projectID : nil + } + private static func applyCloudKitChunk(_ chunk: CloudKitVaultChunkSnapshot, db: Database) throws { let parentIsActive = try Bool.fetchOne( db, @@ -596,6 +708,13 @@ extension GRDBPinesStore: CloudKitSyncRepository { private static func applyCloudKitDeletion(_ deletion: CloudKitDeletedRecord, db: Database) throws { let deletedAt = deletion.deletedAt.timeIntervalSinceReferenceDate switch deletion.recordType { + case "Project": + try db.execute( + sql: "UPDATE projects SET deleted_at = ?, updated_at = ?, sync_state = ? WHERE id = ? AND updated_at <= ?", + arguments: [deletedAt, deletedAt, SyncState.deleted.rawValue, deletion.recordName, deletedAt] + ) + try db.execute(sql: "UPDATE conversations SET project_id = NULL WHERE project_id = ?", arguments: [deletion.recordName]) + try db.execute(sql: "UPDATE vault_documents SET project_id = NULL WHERE project_id = ?", arguments: [deletion.recordName]) case "Conversation": try db.execute( sql: "UPDATE conversations SET deleted_at = ?, updated_at = ?, sync_state = ? WHERE id = ? AND updated_at <= ?", diff --git a/Pines/Persistence/GRDBPinesStore+Mapping.swift b/Pines/Persistence/GRDBPinesStore+Mapping.swift index 7aa3669..f127830 100644 --- a/Pines/Persistence/GRDBPinesStore+Mapping.swift +++ b/Pines/Persistence/GRDBPinesStore+Mapping.swift @@ -740,6 +740,7 @@ extension GRDBPinesStore { displayName: row["display_name"], description: row["description"], inputSchema: schema, + annotations: decodeJSON(row["annotations_json"] as String?), enabled: (row["enabled"] as Int) == 1, lastDiscoveredAt: Date(timeIntervalSinceReferenceDate: row["last_discovered_at"]), lastError: row["last_error"] as String? @@ -748,12 +749,15 @@ extension GRDBPinesStore { static func insertMCPTool(_ tool: MCPToolRecord, db: Database) throws { let schemaJSON = String(decoding: try JSONEncoder().encode(tool.inputSchema), as: UTF8.self) + let annotationsJSON = try tool.annotations.map { + String(decoding: try JSONEncoder().encode($0), as: UTF8.self) + } try db.execute( sql: """ INSERT INTO mcp_tools (server_id, original_name, namespaced_name, display_name, description, input_schema_json, - enabled, last_discovered_at, last_error) - VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?) + annotations_json, enabled, last_discovered_at, last_error) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?) """, arguments: [ tool.serverID.rawValue, @@ -762,6 +766,7 @@ extension GRDBPinesStore { tool.displayName, tool.description, schemaJSON, + annotationsJSON, tool.enabled ? 1 : 0, tool.lastDiscoveredAt.timeIntervalSinceReferenceDate, tool.lastError, diff --git a/Pines/Persistence/GRDBPinesStore.swift b/Pines/Persistence/GRDBPinesStore.swift index be5ce4e..04c8e13 100644 --- a/Pines/Persistence/GRDBPinesStore.swift +++ b/Pines/Persistence/GRDBPinesStore.swift @@ -56,6 +56,18 @@ actor GRDBPinesStore: runtimeMetrics.recordStartupPhase("store_seed", elapsedSeconds: Date().timeIntervalSince(seedStartedAt)) } + #if DEBUG + static func makeTestingStore(at url: URL) throws -> GRDBPinesStore { + let database = try DatabasePool(path: url.path) + try migrator.migrate(database) + return GRDBPinesStore(database: database) + } + + private init(database: DatabasePool) { + self.database = database + } + #endif + private static func databaseURL(fileName: String) throws -> URL { let base = try FileManager.default.url( for: .applicationSupportDirectory, @@ -142,7 +154,7 @@ actor GRDBPinesStore: try db.execute(sql: "ATTACH DATABASE ? AS plaintext KEY ''", arguments: [url.path]) defer { try? db.execute(sql: "DETACH DATABASE plaintext") } - for table in plaintextMigrationTables { + for table in PinesDatabaseSchema.durableUserTableNames { guard try tableExists(table, in: "main", db: db), try tableExists(table, in: "plaintext", db: db) else { @@ -172,61 +184,6 @@ actor GRDBPinesStore: try removeDatabaseSidecars(for: url) } - private static let plaintextMigrationTables = [ - "conversations", - "messages", - "attachments", - "model_installs", - "vault_documents", - "vault_chunks", - "audit_events", - "app_settings", - "cloud_providers", - "model_downloads", - "sync_records", - "chat_runs", - "agent_sessions", - "tool_runs", - "vault_import_jobs", - "browser_actions", - "vault_embeddings", - "mcp_servers", - "mcp_tools", - "mcp_resources", - "mcp_resource_templates", - "mcp_prompts", - "vault_embeddings_v2", - "vault_embedding_profiles", - "vault_embedding_jobs", - "vault_retrieval_events", - "vault_embeddings_v3", - "openai_provider_files", - "openai_vector_stores", - "openai_vector_store_files", - "openai_hosted_tool_calls", - "openai_artifacts", - "openai_background_responses", - "openai_realtime_sessions", - "openai_batch_jobs", - "openai_structured_output_results", - "provider_files", - "provider_artifacts", - "provider_caches", - "provider_batches", - "provider_live_sessions", - "provider_structured_outputs", - "provider_model_capabilities", - "provider_research_runs", - "projects", - "kv_snapshot_manifest", - "kv_snapshot_blob", - "kv_snapshot_reference", - "kv_snapshot_restore_attempt", - "kv_snapshot_quarantine", - ] - - private static let userResetTables = plaintextMigrationTables - private static let criticalMigrationTables = [ "conversations", "messages", @@ -365,7 +322,7 @@ actor GRDBPinesStore: defer { try? db.execute(sql: "PRAGMA foreign_keys = ON") } - for table in Self.userResetTables.reversed() { + for table in PinesDatabaseSchema.durableUserTableNames.reversed() { guard try Self.tableExists(table, in: "main", db: db) else { continue } try db.execute(sql: "DELETE FROM \(Self.quotedIdentifier(table))") } @@ -447,8 +404,8 @@ actor GRDBPinesStore: try await database.write { db in try db.execute( sql: """ - INSERT INTO projects (id, name, vault_enabled, created_at, updated_at) - VALUES (?, ?, ?, ?, ?) + INSERT INTO projects (id, name, vault_enabled, created_at, updated_at, sync_state) + VALUES (?, ?, ?, ?, ?, ?) """, arguments: [ record.id.uuidString, @@ -456,6 +413,7 @@ actor GRDBPinesStore: record.vaultEnabled ? 1 : 0, record.createdAt.timeIntervalSinceReferenceDate, record.updatedAt.timeIntervalSinceReferenceDate, + SyncState.local.rawValue, ] ) } @@ -465,8 +423,13 @@ actor GRDBPinesStore: func updateProjectName(_ name: String, projectID: UUID) async throws { try await database.write { db in try db.execute( - sql: "UPDATE projects SET name = ?, updated_at = ? WHERE id = ?", - arguments: [name.trimmingCharacters(in: .whitespacesAndNewlines), Date().timeIntervalSinceReferenceDate, projectID.uuidString] + sql: "UPDATE projects SET name = ?, updated_at = ?, sync_state = ? WHERE id = ?", + arguments: [ + name.trimmingCharacters(in: .whitespacesAndNewlines), + Date().timeIntervalSinceReferenceDate, + SyncState.local.rawValue, + projectID.uuidString, + ] ) } } @@ -474,8 +437,13 @@ actor GRDBPinesStore: func setProjectVaultEnabled(_ enabled: Bool, projectID: UUID) async throws { try await database.write { db in try db.execute( - sql: "UPDATE projects SET vault_enabled = ?, updated_at = ? WHERE id = ?", - arguments: [enabled ? 1 : 0, Date().timeIntervalSinceReferenceDate, projectID.uuidString] + sql: "UPDATE projects SET vault_enabled = ?, updated_at = ?, sync_state = ? WHERE id = ?", + arguments: [ + enabled ? 1 : 0, + Date().timeIntervalSinceReferenceDate, + SyncState.local.rawValue, + projectID.uuidString, + ] ) } } @@ -483,9 +451,18 @@ actor GRDBPinesStore: func deleteProject(id: UUID) async throws { try await database.write { db in let now = Date().timeIntervalSinceReferenceDate - try db.execute(sql: "UPDATE projects SET deleted_at = ?, updated_at = ? WHERE id = ?", arguments: [now, now, id.uuidString]) - try db.execute(sql: "UPDATE conversations SET project_id = NULL, updated_at = ? WHERE project_id = ?", arguments: [now, id.uuidString]) - try db.execute(sql: "UPDATE vault_documents SET project_id = NULL, updated_at = ? WHERE project_id = ?", arguments: [now, id.uuidString]) + try db.execute( + sql: "UPDATE projects SET deleted_at = ?, updated_at = ?, sync_state = ? WHERE id = ?", + arguments: [now, now, SyncState.local.rawValue, id.uuidString] + ) + try db.execute( + sql: "UPDATE conversations SET project_id = NULL, updated_at = ?, sync_state = ? WHERE project_id = ?", + arguments: [now, SyncState.local.rawValue, id.uuidString] + ) + try db.execute( + sql: "UPDATE vault_documents SET project_id = NULL, updated_at = ?, sync_state = ? WHERE project_id = ?", + arguments: [now, SyncState.local.rawValue, id.uuidString] + ) } } diff --git a/Pines/Runtime/HuggingFaceCredentialService.swift b/Pines/Runtime/HuggingFaceCredentialService.swift index 0734c84..e214b2a 100644 --- a/Pines/Runtime/HuggingFaceCredentialService.swift +++ b/Pines/Runtime/HuggingFaceCredentialService.swift @@ -51,7 +51,11 @@ struct HuggingFaceCredentialService { request.addValue("Bearer \(accessToken)", forHTTPHeaderField: "Authorization") request.addValue("application/json", forHTTPHeaderField: "Accept") - let (data, http) = try await URLSession.shared.data(for: request) + let (data, http) = try await BoundedHTTPResponse.data( + for: request, + session: .shared, + maxBytes: 1024 * 1024 + ) let message: String if (200..<300).contains(http.statusCode) { diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 84ee439..76a55b2 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,13 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-609e8333671419ee1dbe928eeee7f48a24682631+mlx-swift-lm-725add5dd15ef6c1c01073ce9f81412957fa5c6d" + "mlx-swift-d378d85c114b38c0919d5f6f7a489528427cb23d+mlx-swift-lm-1ab388ff78eaa572b2eb9de2b330d218818b3920" + + /// N2: prompt-length admission floor for draft-model-free self-speculation (lever ①). + /// Speculation is a long-context lever (crossover ≈12–16K; N7 async prefetch erases the + /// shorter-context regression) and is bit-exact for greedy/no-processor, falling back to + /// exact decode otherwise — so admission-gating on prompt length is safe. + static let selfSpeculationMinPromptTokens = 12288 fileprivate static let shortContextPlainKVTokenThreshold = 16_384 fileprivate static let forceTurboQuantShortContextEnvironmentKey = "PINES_FORCE_TURBOQUANT_SHORT_CONTEXT" @@ -2409,8 +2415,11 @@ struct MLXRuntimeBridge: Sendable { switch path { case .baseline: return .rawSDPA - case .onlineFused, .tiledOnlineFused, .twoStageCompressed: + case .onlineFused, .tiledOnlineFused, .twoStageCompressed, .sparseValueTwoStageCompressed: return .swiftMetalKernel + case .nativeMLXCompressed, .affineInt4Native, .affineK8V4Native, .affineK8VxNative, + .affineK8VxResidual: + return .nativeMLX case .mlxPackedFallback: return .decodedReference case .unavailable: @@ -2502,6 +2511,12 @@ struct MLXRuntimeBridge: Sendable { .polarQJLReference case .metalPolarQJL: .metalPolarQJL + // PolarWHT backends are experimental/diagnostic and gated out of production; PinesCore's + // coarse runtime-backend reporting buckets them under the closest QJL equivalent. + case .polarWHTReference: + .polarQJLReference + case .metalPolarWHT: + .metalPolarQJL } } @@ -2535,6 +2550,13 @@ struct MLXRuntimeBridge: Sendable { return .affineK8V4 case .affineInt4: return .affineInt4 + // K8/Vx (variable value bits) and its residual variant are reported under the affine-K8 + // family bucket for layer-policy diagnostics; the precise value bits surface via the + // separate valueBits fields in the runtime snapshot. + case .affineK8Vx: + return .affineK8V4 + case .affineK8VxResidual: + return .affineK8V4 case .turboQuant(let preset, let valueBits, let groupSize, let backend): return .turboQuant( preset: coreTurboQuantPreset(from: preset), @@ -4689,7 +4711,11 @@ private actor MLXRuntimeState { topP: request.sampling.topP, repetitionPenalty: resolvedRepetitionPenalty, repetitionContextSize: profile.repetitionContextSize, - prefillStepSize: profile.prefillStepSize + prefillStepSize: profile.prefillStepSize, + selfSpeculationMode: promptTokenCount >= MLXRuntimeBridge.selfSpeculationMinPromptTokens + ? .promptLookup : .off, + selfSpeculationPrefetch: true, + selfSpeculationMinPromptTokens: MLXRuntimeBridge.selfSpeculationMinPromptTokens ) #else return GenerateParameters( @@ -4724,7 +4750,11 @@ private actor MLXRuntimeState { topP: request.sampling.topP, repetitionPenalty: resolvedRepetitionPenalty, repetitionContextSize: profile.repetitionContextSize, - prefillStepSize: profile.prefillStepSize + prefillStepSize: profile.prefillStepSize, + selfSpeculationMode: promptTokenCount >= MLXRuntimeBridge.selfSpeculationMinPromptTokens + ? .promptLookup : .off, + selfSpeculationPrefetch: true, + selfSpeculationMinPromptTokens: MLXRuntimeBridge.selfSpeculationMinPromptTokens ) #endif } @@ -5073,8 +5103,11 @@ private actor MLXRuntimeState { switch path { case .baseline: return .rawSDPA - case .onlineFused, .tiledOnlineFused, .twoStageCompressed: + case .onlineFused, .tiledOnlineFused, .twoStageCompressed, .sparseValueTwoStageCompressed: return .swiftMetalKernel + case .nativeMLXCompressed, .affineInt4Native, .affineK8V4Native, .affineK8VxNative, + .affineK8VxResidual: + return .nativeMLX case .mlxPackedFallback: return .decodedReference case .unavailable: diff --git a/Pines/Runtime/ModelLifecycleService.swift b/Pines/Runtime/ModelLifecycleService.swift index 617ebaa..13f9660 100644 --- a/Pines/Runtime/ModelLifecycleService.swift +++ b/Pines/Runtime/ModelLifecycleService.swift @@ -1085,7 +1085,12 @@ struct ModelLifecycleService: Sendable { request.addValue("Bearer \(accessToken)", forHTTPHeaderField: "Authorization") } - let (_, http) = try await URLSession.shared.data(for: request) + let (_, http) = try await BoundedHTTPResponse.data( + for: request, + session: .shared, + maxBytes: 64 * 1024, + redirectScope: .publicHTTPS + ) guard (200 ..< 300).contains(http.statusCode) else { throw ModelDownloadTransferError.httpStatus( code: http.statusCode, diff --git a/Pines/Tools/BraveSearchTool.swift b/Pines/Tools/BraveSearchTool.swift index a04273a..cbb6bf7 100644 --- a/Pines/Tools/BraveSearchTool.swift +++ b/Pines/Tools/BraveSearchTool.swift @@ -43,7 +43,11 @@ enum BraveSearchTool { request.addValue(apiKey, forHTTPHeaderField: "X-Subscription-Token") request.addValue("application/json", forHTTPHeaderField: "Accept") - let (data, http) = try await URLSession.shared.data(for: request) + let (data, http) = try await BoundedHTTPResponse.data( + for: request, + session: .shared, + maxBytes: 2 * 1024 * 1024 + ) guard (200..<300).contains(http.statusCode) else { throw AgentError.permissionDenied("Brave Search request failed.") } diff --git a/Pines/Tools/WKWebViewBrowserRuntime.swift b/Pines/Tools/WKWebViewBrowserRuntime.swift index 3589abe..8c20e24 100644 --- a/Pines/Tools/WKWebViewBrowserRuntime.swift +++ b/Pines/Tools/WKWebViewBrowserRuntime.swift @@ -46,7 +46,7 @@ final class WKWebViewBrowserRuntime: NSObject, WKNavigationDelegate { inputSchema: BuiltInToolSpecs.browserActionSpec().inputSchema, outputSchema: BuiltInToolSpecs.browserActionSpec().outputSchema, permissions: [.browser, .network], - sideEffect: .readsExternalData, + sideEffect: .changesRemoteState, networkPolicy: .userApproved, timeoutSeconds: 10, explanationRequired: true @@ -135,7 +135,24 @@ final class WKWebViewBrowserRuntime: NSObject, WKNavigationDelegate { navigationContinuation = nil } + func webView( + _ webView: WKWebView, + decidePolicyFor navigationAction: WKNavigationAction, + decisionHandler: @escaping @MainActor @Sendable (WKNavigationActionPolicy) -> Void + ) { + guard let url = navigationAction.request.url, + (try? EndpointSecurityPolicy().validate(url, useCase: .webTool)) != nil, + (try? EndpointSecurityPolicy.validateResolvedPublicAddresses(for: url)) != nil + else { + decisionHandler(.cancel) + return + } + decisionHandler(.allow) + } + private func navigate(to url: URL) async throws { + try EndpointSecurityPolicy().validate(url, useCase: .webTool) + try EndpointSecurityPolicy.validateResolvedPublicAddresses(for: url) ensureWebView().load(URLRequest(url: url)) await waitForNavigation() } diff --git a/Pines/Views/Chats/ChatsView.swift b/Pines/Views/Chats/ChatsView.swift index 008f279..826de4c 100644 --- a/Pines/Views/Chats/ChatsView.swift +++ b/Pines/Views/Chats/ChatsView.swift @@ -14,6 +14,8 @@ struct ChatsView: View { @EnvironmentObject private var chatState: PinesChatState @EnvironmentObject private var haptics: PinesHaptics @State private var selectedThreadID: PinesThreadPreview.ID? + @State private var projectBeingRenamed: PinesProjectPreview? + @State private var projectNameDraft = "" private var selectedThread: PinesThreadPreview? { guard let selectedThreadID = selectedThreadID ?? defaultThreadID else { @@ -76,6 +78,27 @@ struct ChatsView: View { } .buttonStyle(.plain) .pinesSidebarListRow() + .contextMenu { + Button { + projectNameDraft = project.name + projectBeingRenamed = project + } label: { + Label("Rename", systemImage: "pencil") + } + Button { + Task { + await appModel.setProjectVaultEnabled(!project.vaultEnabled, projectID: project.id, services: services) + } + } label: { + Label(project.vaultEnabled ? "Disable Project Vault" : "Enable Project Vault", systemImage: "folder.badge.gearshape") + } + Divider() + Button(role: .destructive) { + Task { await appModel.deleteProject(project, services: services) } + } label: { + Label("Delete", systemImage: "trash") + } + } .swipeActions(edge: .leading, allowsFullSwipe: false) { Button { Task { @@ -174,6 +197,10 @@ struct ChatsView: View { if let projectID = await appModel.createProject(services: services) { appModel.selectProject(projectID) selectedThreadID = nil + if let project = chatState.projects.first(where: { $0.id == projectID }) { + projectNameDraft = "" + projectBeingRenamed = project + } } } } label: { @@ -216,6 +243,27 @@ struct ChatsView: View { } } .accessibilityIdentifier("pines.screen.chats") + .alert( + projectNameDraft.isEmpty ? "Name Project" : "Rename Project", + isPresented: Binding( + get: { projectBeingRenamed != nil }, + set: { if !$0 { projectBeingRenamed = nil } } + ) + ) { + TextField("Project name", text: $projectNameDraft) + Button("Cancel", role: .cancel) { + projectBeingRenamed = nil + } + Button("Save") { + guard let project = projectBeingRenamed else { return } + let name = projectNameDraft + projectBeingRenamed = nil + Task { await appModel.renameProject(project, name: name, services: services) } + } + .disabled(projectNameDraft.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty) + } message: { + Text("Project names can be up to 80 characters.") + } } private func selectDefaultThreadIfNeeded() { diff --git a/PinesTests/BoundedHTTPResponseTests.swift b/PinesTests/BoundedHTTPResponseTests.swift new file mode 100644 index 0000000..1a685b0 --- /dev/null +++ b/PinesTests/BoundedHTTPResponseTests.swift @@ -0,0 +1,26 @@ +import Foundation +import XCTest +import PinesCore +@testable import pines + +final class BoundedHTTPResponseTests: XCTestCase { + func testDeclaredResponseSizeFailsBeforeBodyIngestion() { + XCTAssertThrowsError( + try BoundedHTTPResponse.validate(expectedContentLength: 11, maxBytes: 10) + ) { error in + XCTAssertEqual(error as? CloudProviderError, .responseTooLarge(maxBytes: 10)) + } + } + + func testStreamingAccumulatorAllowsExactLimitAndRejectsNextByte() throws { + var data = Data() + try BoundedHTTPResponse.append(1, to: &data, maxBytes: 3) + try BoundedHTTPResponse.append(2, to: &data, maxBytes: 3) + try BoundedHTTPResponse.append(3, to: &data, maxBytes: 3) + XCTAssertEqual(data, Data([1, 2, 3])) + + XCTAssertThrowsError(try BoundedHTTPResponse.append(4, to: &data, maxBytes: 3)) { error in + XCTAssertEqual(error as? CloudProviderError, .responseTooLarge(maxBytes: 3)) + } + } +} diff --git a/PinesTests/CloudKitSyncPersistenceTests.swift b/PinesTests/CloudKitSyncPersistenceTests.swift new file mode 100644 index 0000000..05bcbb2 --- /dev/null +++ b/PinesTests/CloudKitSyncPersistenceTests.swift @@ -0,0 +1,84 @@ +import Foundation +import XCTest +import PinesCore +@testable import pines + +final class CloudKitSyncPersistenceTests: XCTestCase { + func testProjectAssignmentsRoundTripAndDeleteAcrossCloudKitSnapshots() async throws { + let directory = FileManager.default.temporaryDirectory + .appending(path: "pines-cloudkit-tests-\(UUID().uuidString)", directoryHint: .isDirectory) + try FileManager.default.createDirectory(at: directory, withIntermediateDirectories: true) + defer { try? FileManager.default.removeItem(at: directory) } + + let source = try GRDBPinesStore.makeTestingStore(at: directory.appending(path: "source.sqlite")) + let target = try GRDBPinesStore.makeTestingStore(at: directory.appending(path: "target.sqlite")) + + let project = try await source.createProject(name: "Synced project") + let conversation = try await source.createConversation( + title: "Project chat", + defaultModelID: nil, + defaultProviderID: nil, + projectID: project.id + ) + let document = VaultDocumentRecord( + title: "Project note", + sourceType: "note", + chunkCount: 0, + projectID: project.id + ) + try await source.upsertDocument(document, localURL: nil, checksum: "test") + + let initial = try await source.cloudKitLocalSnapshot( + includeVault: true, + includeEmbeddings: false, + includeClean: true + ) + XCTAssertEqual(initial.projects.map(\.id), [project.id]) + XCTAssertEqual(initial.conversations.first(where: { $0.id == conversation.id })?.projectID, project.id) + XCTAssertEqual(initial.documents.first(where: { $0.id == document.id })?.projectID, project.id) + + try await target.applyCloudKitSnapshot(Self.remoteSnapshot(from: initial)) + let targetProjectIDs = try await target.listProjects().map(\.id) + let targetConversation = try await target.listConversations().first(where: { $0.id == conversation.id }) + let targetDocument = try await target.listDocuments().first(where: { $0.id == document.id }) + XCTAssertEqual(targetProjectIDs, [project.id]) + XCTAssertEqual( + targetConversation?.projectID, + project.id + ) + XCTAssertEqual( + targetDocument?.projectID, + project.id + ) + + try await source.deleteProject(id: project.id) + let deletion = try await source.cloudKitLocalSnapshot( + includeVault: true, + includeEmbeddings: false, + includeClean: false + ) + XCTAssertNotNil(deletion.projects.first(where: { $0.id == project.id })?.deletedAt) + + try await target.applyCloudKitSnapshot(Self.remoteSnapshot(from: deletion)) + let remainingProjects = try await target.listProjects() + let unlinkedConversation = try await target.listConversations().first(where: { $0.id == conversation.id }) + let unlinkedDocument = try await target.listDocuments().first(where: { $0.id == document.id }) + XCTAssertTrue(remainingProjects.isEmpty) + XCTAssertNil(unlinkedConversation?.projectID) + XCTAssertNil(unlinkedDocument?.projectID) + } + + private static func remoteSnapshot(from local: CloudKitLocalSnapshot) -> CloudKitRemoteSnapshot { + CloudKitRemoteSnapshot( + settings: local.settings, + projects: local.projects, + conversations: local.conversations, + messages: local.messages, + documents: local.documents, + chunks: local.chunks, + embeddings: local.embeddings, + deletedRecords: [], + serverChangeTokenData: nil + ) + } +} diff --git a/PinesTests/MCPToolAnnotationPersistenceTests.swift b/PinesTests/MCPToolAnnotationPersistenceTests.swift new file mode 100644 index 0000000..ad0dec9 --- /dev/null +++ b/PinesTests/MCPToolAnnotationPersistenceTests.swift @@ -0,0 +1,50 @@ +import Foundation +import XCTest +import PinesCore +@testable import pines + +final class MCPToolAnnotationPersistenceTests: XCTestCase { + func testToolSafetyAnnotationsSurviveDiscoveryPersistence() async throws { + let directory = FileManager.default.temporaryDirectory + .appending(path: "pines-mcp-tests-\(UUID().uuidString)", directoryHint: .isDirectory) + try FileManager.default.createDirectory(at: directory, withIntermediateDirectories: true) + defer { try? FileManager.default.removeItem(at: directory) } + + let store = try GRDBPinesStore.makeTestingStore(at: directory.appending(path: "store.sqlite")) + let serverID = MCPServerID(rawValue: "safety-test") + try await store.upsertMCPServer( + MCPServerConfiguration( + id: serverID, + displayName: "Safety Test", + endpointURL: URL(string: "https://example.com/mcp")!, + keychainAccount: "safety-test" + ) + ) + let annotations = MCPToolAnnotations( + title: "Delete item", + readOnlyHint: false, + destructiveHint: true, + idempotentHint: false, + openWorldHint: true + ) + try await store.replaceMCPTools( + [ + MCPToolRecord( + serverID: serverID, + originalName: "delete_item", + namespacedName: "mcp.safety-test.delete-item", + displayName: "Delete item", + description: "Deletes a remote item.", + inputSchema: .objectSchema(), + annotations: annotations + ), + ], + serverID: serverID + ) + + let restored = try await store.listMCPTools(serverID: serverID) + XCTAssertEqual(restored.count, 1) + XCTAssertEqual(restored[0].annotations, annotations) + XCTAssertEqual(restored[0].annotations?.sideEffectLevel, .sensitive) + } +} diff --git a/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift b/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift index 7bb1d89..eabd6aa 100644 --- a/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift +++ b/PinesTests/MLXTurboQuantRuntimeSmokeTests.swift @@ -169,8 +169,8 @@ final class MLXTurboQuantRuntimeSmokeTests: XCTestCase { if !expectedProfileID.contains("-a3b") { XCTAssertEqual(profile.recommendedScheme, .turbo8) XCTAssertEqual(profile.recommendedScheme.preset, .turbo8) - XCTAssertEqual(profile.valueBits, 8) - XCTAssertEqual(profile.optimizationPolicy, .conservative) + XCTAssertEqual(profile.valueBits, 4) + XCTAssertEqual(profile.optimizationPolicy, .preferThroughput) } } diff --git a/README.md b/README.md index 2acbd18..57e2481 100644 --- a/README.md +++ b/README.md @@ -47,7 +47,7 @@ Phones are becoming AI machines in their own right. Pines takes that seriously. A local model is not just a privacy checkbox. It is instant access. It is work that can happen close to your files. It is a way to ask ordinary questions without making every thought a network request. It is the beginning of a personal AI stack that lives where you already work. -Pines is built around MLX Swift, model discovery, install flows, runtime admission, memory zones, runtime guardrails, and a vault that can make your own material useful to the model. The local runtime now consumes release-green TurboQuant fork pins, records every admitted run through a decision ledger, keeps fallback behavior typed and explicit, and exposes compatibility state without pretending a device/model pair is verified before evidence exists. +Pines is built around MLX Swift, model discovery, install flows, runtime admission, memory zones, runtime guardrails, and a vault that can make your own material useful to the model. The local runtime consumes exact, currently non-green TurboQuant fork pins, records every admitted run through a decision ledger, keeps fallback behavior typed and explicit, and exposes compatibility state without pretending a device/model pair is verified before evidence exists. The goal is simple: make local mobile AI feel less like a benchmark and more like a daily instrument. diff --git a/Sources/PinesCore/Cloud/CloudProvider.swift b/Sources/PinesCore/Cloud/CloudProvider.swift index a1d0f23..c60cdc2 100644 --- a/Sources/PinesCore/Cloud/CloudProvider.swift +++ b/Sources/PinesCore/Cloud/CloudProvider.swift @@ -580,6 +580,7 @@ public enum CloudProviderError: Error, Equatable, Sendable { case missingAPIKey case disabledForAgents case invalidResponse + case responseTooLarge(maxBytes: Int) case providerRejectedRequest(statusCode: Int, message: String) } @@ -1020,6 +1021,8 @@ extension CloudProviderError: LocalizedError { "This cloud provider is disabled for agent execution." case .invalidResponse: "The cloud provider returned an invalid response." + case let .responseTooLarge(maxBytes): + "The cloud provider response exceeded the \(maxBytes)-byte safety limit." case let .providerRejectedRequest(statusCode, message): "The cloud provider rejected the request with HTTP \(statusCode): \(message)" } diff --git a/Sources/PinesCore/MCP/MCPTypes.swift b/Sources/PinesCore/MCP/MCPTypes.swift index 6b2992e..7473670 100644 --- a/Sources/PinesCore/MCP/MCPTypes.swift +++ b/Sources/PinesCore/MCP/MCPTypes.swift @@ -239,6 +239,7 @@ public struct MCPToolRecord: Identifiable, Hashable, Codable, Sendable { public var displayName: String public var description: String public var inputSchema: JSONValue + public var annotations: MCPToolAnnotations? public var enabled: Bool public var lastDiscoveredAt: Date public var lastError: String? @@ -250,6 +251,7 @@ public struct MCPToolRecord: Identifiable, Hashable, Codable, Sendable { displayName: String, description: String, inputSchema: JSONValue, + annotations: MCPToolAnnotations? = nil, enabled: Bool = true, lastDiscoveredAt: Date = Date(), lastError: String? = nil @@ -260,6 +262,7 @@ public struct MCPToolRecord: Identifiable, Hashable, Codable, Sendable { self.displayName = displayName self.description = description self.inputSchema = inputSchema + self.annotations = annotations self.enabled = enabled self.lastDiscoveredAt = lastDiscoveredAt self.lastError = lastError @@ -297,17 +300,25 @@ public struct MCPToolDefinition: Codable, Hashable, Sendable { public var name: String public var description: String? public var inputSchema: JSONValue + public var annotations: MCPToolAnnotations? enum CodingKeys: String, CodingKey { case name case description case inputSchema + case annotations } - public init(name: String, description: String?, inputSchema: JSONValue) { + public init( + name: String, + description: String?, + inputSchema: JSONValue, + annotations: MCPToolAnnotations? = nil + ) { self.name = name self.description = description self.inputSchema = inputSchema + self.annotations = annotations } public init(from decoder: Decoder) throws { @@ -315,6 +326,35 @@ public struct MCPToolDefinition: Codable, Hashable, Sendable { name = try container.decode(String.self, forKey: .name) description = try container.decodeIfPresent(String.self, forKey: .description) inputSchema = try container.decodeIfPresent(JSONValue.self, forKey: .inputSchema) ?? JSONValue.objectSchema() + annotations = try container.decodeIfPresent(MCPToolAnnotations.self, forKey: .annotations) + } +} + +public struct MCPToolAnnotations: Codable, Hashable, Sendable { + public var title: String? + public var readOnlyHint: Bool? + public var destructiveHint: Bool? + public var idempotentHint: Bool? + public var openWorldHint: Bool? + + public init( + title: String? = nil, + readOnlyHint: Bool? = nil, + destructiveHint: Bool? = nil, + idempotentHint: Bool? = nil, + openWorldHint: Bool? = nil + ) { + self.title = title + self.readOnlyHint = readOnlyHint + self.destructiveHint = destructiveHint + self.idempotentHint = idempotentHint + self.openWorldHint = openWorldHint + } + + public var sideEffectLevel: SideEffectLevel { + if destructiveHint == true { return .sensitive } + if readOnlyHint == true { return .readsExternalData } + return .changesRemoteState } } diff --git a/Sources/PinesCore/ModelHub/ModelCatalog.swift b/Sources/PinesCore/ModelHub/ModelCatalog.swift index 88cf4b8..5bec0c9 100644 --- a/Sources/PinesCore/ModelHub/ModelCatalog.swift +++ b/Sources/PinesCore/ModelHub/ModelCatalog.swift @@ -284,14 +284,54 @@ public protocol HTTPClient: Sendable { extension URLSession: HTTPClient { public func data(for request: URLRequest) async throws -> (Data, HTTPURLResponse) { - let (data, response) = try await data(for: request, delegate: nil) + guard let originURL = request.url else { throw URLError(.badURL) } + let redirectPolicy = ModelCatalogRedirectPolicy(originURL: originURL) + let (bytes, response) = try await bytes(for: request, delegate: redirectPolicy) guard let http = response as? HTTPURLResponse else { throw URLError(.badServerResponse) } + guard let finalURL = http.url, EndpointSecurityPolicy.isSameOrigin(originURL, finalURL) else { + throw URLError(.redirectToNonExistentLocation) + } + let maxBytes = 16 * 1024 * 1024 + guard http.expectedContentLength <= Int64(maxBytes) else { + throw URLError(.dataLengthExceedsMaximum) + } + var data = Data() + if http.expectedContentLength > 0 { + data.reserveCapacity(min(maxBytes, Int(http.expectedContentLength))) + } + for try await byte in bytes { + guard data.count < maxBytes else { throw URLError(.dataLengthExceedsMaximum) } + data.append(byte) + } return (data, http) } } +private final class ModelCatalogRedirectPolicy: NSObject, URLSessionTaskDelegate, @unchecked Sendable { + private let originURL: URL + + init(originURL: URL) { + self.originURL = originURL + } + + func urlSession( + _ session: URLSession, + task: URLSessionTask, + willPerformHTTPRedirection response: HTTPURLResponse, + newRequest request: URLRequest, + completionHandler: @escaping @Sendable (URLRequest?) -> Void + ) { + guard let target = request.url, EndpointSecurityPolicy.isSameOrigin(originURL, target) else { + completionHandler(nil) + return + } + completionHandler(request) + } + +} + public struct HuggingFaceModelCatalogService: Sendable { public static let defaultModelAuthor = "mlx-community" diff --git a/Sources/PinesCore/Persistence/DatabaseSchema.swift b/Sources/PinesCore/Persistence/DatabaseSchema.swift index 6cad6ff..ee8cf3d 100644 --- a/Sources/PinesCore/Persistence/DatabaseSchema.swift +++ b/Sources/PinesCore/Persistence/DatabaseSchema.swift @@ -13,7 +13,67 @@ public struct DatabaseMigration: Hashable, Codable, Sendable { } public enum PinesDatabaseSchema { - public static let currentVersion = 24 + public static let currentVersion = 26 + + /// Durable application tables that must survive plaintext-to-SQLCipher migration and must be + /// cleared by a full local-data reset. Keep this catalog aligned with every non-FTS table + /// created by `migrations`; persistence adapters use it as the single source of truth. + public static let durableUserTableNames = [ + "conversations", + "messages", + "attachments", + "model_installs", + "vault_documents", + "vault_chunks", + "audit_events", + "app_settings", + "cloud_providers", + "model_downloads", + "sync_records", + "chat_runs", + "agent_sessions", + "tool_runs", + "vault_import_jobs", + "browser_actions", + "vault_embeddings", + "mcp_servers", + "mcp_tools", + "mcp_resources", + "mcp_resource_templates", + "mcp_prompts", + "vault_embeddings_v2", + "vault_embedding_profiles", + "vault_embedding_jobs", + "vault_retrieval_events", + "vault_embeddings_v3", + "openai_provider_files", + "openai_vector_stores", + "openai_vector_store_files", + "openai_hosted_tool_calls", + "openai_artifacts", + "openai_background_responses", + "openai_realtime_sessions", + "openai_batch_jobs", + "openai_structured_output_results", + "provider_files", + "provider_artifacts", + "provider_caches", + "provider_batches", + "provider_live_sessions", + "provider_structured_outputs", + "provider_model_capabilities", + "provider_research_runs", + "projects", + "turboquant_profile_evidence", + "turboquant_evidence_revocations", + "turboquant_memory_calibration_samples", + "turboquant_memory_calibrations", + "kv_snapshot_manifest", + "kv_snapshot_blob", + "kv_snapshot_reference", + "kv_snapshot_restore_attempt", + "kv_snapshot_quarantine", + ] public static let migrations: [DatabaseMigration] = [ DatabaseMigration( @@ -1319,6 +1379,17 @@ public enum PinesDatabaseSchema { "ALTER TABLE turboquant_profile_evidence ADD COLUMN decoded_active_kv_bytes INTEGER;", "CREATE INDEX IF NOT EXISTS idx_turboquant_profile_evidence_runtime_tuple ON turboquant_profile_evidence(model_id, compatibility_pair_id, resolved_runtime_mode, effective_backend, key_precision, value_precision, layout_version, created_at DESC);", ]), + DatabaseMigration( + version: 25, name: "project-space-cloudkit-sync-state", + sql: [ + "ALTER TABLE projects ADD COLUMN sync_state TEXT NOT NULL DEFAULT 'local';", + "CREATE INDEX IF NOT EXISTS idx_projects_sync_state ON projects(sync_state, updated_at ASC);", + ]), + DatabaseMigration( + version: 26, name: "mcp-tool-safety-annotations", + sql: [ + "ALTER TABLE mcp_tools ADD COLUMN annotations_json TEXT;", + ]), ] } diff --git a/Sources/PinesCore/Security/EndpointSecurityPolicy.swift b/Sources/PinesCore/Security/EndpointSecurityPolicy.swift index 00a207d..7dd0d99 100644 --- a/Sources/PinesCore/Security/EndpointSecurityPolicy.swift +++ b/Sources/PinesCore/Security/EndpointSecurityPolicy.swift @@ -1,9 +1,16 @@ import Foundation +#if canImport(Darwin) +import Darwin +#elseif canImport(Glibc) +import Glibc +#endif + public enum EndpointSecurityError: Error, Equatable, LocalizedError, Sendable { case missingScheme case insecureRemoteHTTP(URL) case insecureLocalHTTPNotAllowed(URL) + case privateNetworkTarget(URL) case unsupportedScheme(URL) public var errorDescription: String? { @@ -14,6 +21,8 @@ public enum EndpointSecurityError: Error, Equatable, LocalizedError, Sendable { return "Remote endpoint \(Self.redactedURL(url)) must use HTTPS." case let .insecureLocalHTTPNotAllowed(url): return "Local HTTP endpoint \(Self.redactedURL(url)) requires explicit local-development approval." + case let .privateNetworkTarget(url): + return "Endpoint \(Self.redactedURL(url)) resolves to a local, private, or non-public address." case let .unsupportedScheme(url): return "Endpoint \(Self.redactedURL(url)) must use HTTPS, or localhost HTTP when explicitly allowed." } @@ -43,13 +52,16 @@ public struct EndpointSecurityPolicy: Sendable { public func validate( _ url: URL, - useCase _: UseCase, + useCase: UseCase, allowsExplicitLocalHTTP: Bool = false ) throws { guard let scheme = url.scheme?.lowercased(), !scheme.isEmpty else { throw EndpointSecurityError.missingScheme } if scheme == "https" { + if useCase == .webTool, !Self.isPublicWebHost(url.host(percentEncoded: false)) { + throw EndpointSecurityError.privateNetworkTarget(url) + } return } guard scheme == "http" else { @@ -71,4 +83,135 @@ public struct EndpointSecurityPolicy: Sendable { || normalized == "127.0.0.1" || normalized == "::1" } + + public static func isSameOrigin(_ lhs: URL, _ rhs: URL) -> Bool { + lhs.scheme?.lowercased() == rhs.scheme?.lowercased() + && lhs.host(percentEncoded: false)?.lowercased() == rhs.host(percentEncoded: false)?.lowercased() + && effectivePort(lhs) == effectivePort(rhs) + } + + /// Rejects URL hosts that are local, private, link-local, documentation-only, multicast, + /// or otherwise non-public. This is deliberately stricter than provider endpoint policy: + /// arbitrary web tools must not become a path into services on the user's network. + public static func isPublicWebHost(_ host: String?) -> Bool { + guard var normalized = host?.lowercased(), !normalized.isEmpty else { + return false + } + if normalized.hasPrefix("[") && normalized.hasSuffix("]") { + normalized.removeFirst() + normalized.removeLast() + } + normalized = normalized.trimmingCharacters(in: CharacterSet(charactersIn: ".")) + + if normalized == "localhost" + || normalized.hasSuffix(".localhost") + || normalized.hasSuffix(".local") + || normalized.hasSuffix(".internal") + || normalized == "home.arpa" + || normalized.hasSuffix(".home.arpa") + { + return false + } + + if let octets = ipv4Octets(normalized) { + let first = octets[0] + let second = octets[1] + if first == 0 || first == 10 || first == 127 || first >= 224 { return false } + if first == 100, (64...127).contains(second) { return false } + if first == 169, second == 254 { return false } + if first == 172, (16...31).contains(second) { return false } + if first == 192, second == 168 { return false } + if first == 192, second == 0 { return false } + if first == 192, second == 0, octets[2] == 2 { return false } + if first == 198, second == 18 || second == 19 || second == 51 { return false } + if first == 203, second == 0, octets[2] == 113 { return false } + return true + } + + // Reject alternate numeric IPv4 spellings accepted by some URL stacks. + if normalized.allSatisfy(\.isNumber) || normalized.hasPrefix("0x") { + return false + } + let dottedParts = normalized.split(separator: ".", omittingEmptySubsequences: false) + if dottedParts.count == 4, dottedParts.allSatisfy({ !$0.isEmpty && $0.allSatisfy(\.isNumber) }) { + return false + } + + if normalized.contains(":") { + if normalized.hasPrefix("::") { return false } + if normalized.hasPrefix("fc") || normalized.hasPrefix("fd") { return false } + if ["fe8", "fe9", "fea", "feb", "fec", "fed", "fee", "fef", "ff"].contains(where: normalized.hasPrefix) { return false } + if normalized.hasPrefix("2001:db8") { return false } + } + + return true + } + + /// Resolves a public hostname immediately before a web-tool request and rejects the + /// request if any returned address is non-public. URL validation is still repeated + /// for redirects and the final response URL. + public static func validateResolvedPublicAddresses(for url: URL) throws { + guard let host = url.host(percentEncoded: false), isPublicWebHost(host) else { + throw EndpointSecurityError.privateNetworkTarget(url) + } + guard ipv4Octets(host) == nil, !host.contains(":") else { return } + + var result: UnsafeMutablePointer? + guard getaddrinfo(host, nil, nil, &result) == 0, let first = result else { + return + } + defer { freeaddrinfo(first) } + + var cursor: UnsafeMutablePointer? = first + while let current = cursor { + defer { cursor = current.pointee.ai_next } + guard current.pointee.ai_family == AF_INET || current.pointee.ai_family == AF_INET6, + let address = current.pointee.ai_addr + else { continue } + + var buffer = [CChar](repeating: 0, count: Int(NI_MAXHOST)) + let status = getnameinfo( + address, + current.pointee.ai_addrlen, + &buffer, + socklen_t(buffer.count), + nil, + 0, + NI_NUMERICHOST + ) + guard status == 0 else { continue } + let terminator = buffer.firstIndex(of: 0) ?? buffer.endIndex + let resolved = String( + decoding: buffer[.. [Int]? { + let parts = host.split(separator: ".", omittingEmptySubsequences: false) + guard parts.count == 4 else { return nil } + let octets = parts.compactMap { part -> Int? in + guard !part.isEmpty, + part.allSatisfy(\.isNumber), + (part.count == 1 || part.first != "0"), + let value = Int(part), + (0...255).contains(value) + else { return nil } + return value + } + return octets.count == 4 ? octets : nil + } + + private static func effectivePort(_ url: URL) -> Int? { + if let port = url.port { return port } + switch url.scheme?.lowercased() { + case "https": return 443 + case "http": return 80 + default: return nil + } + } } diff --git a/Sources/PinesCore/Tools/WebFetchTool.swift b/Sources/PinesCore/Tools/WebFetchTool.swift index d76188c..9e27491 100644 --- a/Sources/PinesCore/Tools/WebFetchTool.swift +++ b/Sources/PinesCore/Tools/WebFetchTool.swift @@ -83,6 +83,7 @@ public enum WebFetchTool { throw AgentError.invalidToolArguments("web.fetch url must be an absolute HTTPS URL.") } try EndpointSecurityPolicy().validate(url, useCase: .webTool) + try EndpointSecurityPolicy.validateResolvedPublicAddresses(for: url) let maxCharacters = min(max(input.maxCharacters ?? 12_000, 1), 20_000) return try await fetch(url, maxCharacters) } @@ -117,20 +118,35 @@ public enum WebFetchTool { } public static func defaultFetch(url: URL, maxCharacters: Int) async throws -> WebFetchOutput { + try EndpointSecurityPolicy().validate(url, useCase: .webTool) + try EndpointSecurityPolicy.validateResolvedPublicAddresses(for: url) var request = URLRequest(url: url) request.timeoutInterval = 12 request.setValue("text/html,application/xhtml+xml,text/plain,application/json;q=0.9,*/*;q=0.1", forHTTPHeaderField: "Accept") request.setValue("Pines/1.0", forHTTPHeaderField: "User-Agent") - let (data, http) = try await URLSession.shared.data(for: request) + let redirectPolicy = WebFetchRedirectPolicy() + let (bytes, response) = try await URLSession.shared.bytes(for: request, delegate: redirectPolicy) + guard let http = response as? HTTPURLResponse else { + throw AgentError.permissionDenied("web.fetch received a non-HTTP response.") + } if let finalURL = http.url { try EndpointSecurityPolicy().validate(finalURL, useCase: .webTool) } - guard (200..<400).contains(http.statusCode) else { + guard (200..<300).contains(http.statusCode) else { throw AgentError.permissionDenied("web.fetch request failed with HTTP \(http.statusCode).") } let maxBytes = 1_500_000 - let clippedData = data.count > maxBytes ? data.prefix(maxBytes) : data[...] - let parsed = readableText(data: Data(clippedData), contentType: http.value(forHTTPHeaderField: "Content-Type")) + var data = Data() + data.reserveCapacity(min(maxBytes, http.expectedContentLength > 0 ? Int(http.expectedContentLength) : 64 * 1024)) + var exceededByteLimit = false + for try await byte in bytes { + if data.count == maxBytes { + exceededByteLimit = true + break + } + data.append(byte) + } + let parsed = readableText(data: data, contentType: http.value(forHTTPHeaderField: "Content-Type")) let clipped = parsed.text.count > maxCharacters ? String(parsed.text.prefix(maxCharacters)) : parsed.text @@ -141,7 +157,7 @@ public enum WebFetchTool { contentType: http.value(forHTTPHeaderField: "Content-Type"), title: parsed.title, text: clipped, - truncated: data.count > maxBytes || parsed.text.count > maxCharacters + truncated: exceededByteLimit || parsed.text.count > maxCharacters ) } @@ -219,3 +235,22 @@ public enum WebFetchTool { .joined(separator: "\n") } } + +private final class WebFetchRedirectPolicy: NSObject, URLSessionTaskDelegate, @unchecked Sendable { + func urlSession( + _ session: URLSession, + task: URLSessionTask, + willPerformHTTPRedirection response: HTTPURLResponse, + newRequest request: URLRequest, + completionHandler: @escaping (URLRequest?) -> Void + ) { + guard let url = request.url, + (try? EndpointSecurityPolicy().validate(url, useCase: .webTool)) != nil, + (try? EndpointSecurityPolicy.validateResolvedPublicAddresses(for: url)) != nil + else { + completionHandler(nil) + return + } + completionHandler(request) + } +} diff --git a/Sources/PinesCoreTestRunner/main.swift b/Sources/PinesCoreTestRunner/main.swift index 915e756..315b246 100644 --- a/Sources/PinesCoreTestRunner/main.swift +++ b/Sources/PinesCoreTestRunner/main.swift @@ -569,7 +569,7 @@ struct PinesCoreTestRunner { try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_dimensions_json"), "missing speculative evidence dimensions column") try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_telemetry_json"), "missing speculative telemetry column") try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_auto_disable_json"), "missing speculative auto-disable column") - try expectEqual(PinesDatabaseSchema.currentVersion, 23) + try expectEqual(PinesDatabaseSchema.currentVersion, 26) let config = LocalStoreConfiguration(iCloudSyncEnabled: true) try expect(config.iCloudSyncEnabled, "iCloud should be enabled") @@ -1177,10 +1177,14 @@ struct PinesCoreTestRunner { namespacedName: "mcp.local.search", displayName: "search", description: "Search", - inputSchema: schema + inputSchema: schema, + annotations: MCPToolAnnotations(readOnlyHint: true, destructiveHint: false) ) let decoded = try JSONDecoder().decode(MCPToolRecord.self, from: JSONEncoder().encode(record)) try expectEqual(decoded, record) + try expectEqual(decoded.annotations?.sideEffectLevel, .readsExternalData) + try expectEqual(MCPToolAnnotations(destructiveHint: true).sideEffectLevel, .sensitive) + try expectEqual(MCPToolAnnotations().sideEffectLevel, .changesRemoteState) let policy = MCPClientFeaturePolicy(samplingEnabled: true) let capabilities = try expectDictionary(policy.initializeCapabilities.anySendable, "sampling policy must encode object") diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index b1aa074..c84a58b 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -1049,6 +1049,33 @@ struct CoreContractTests { allowsExplicitLocalHTTP: true ) } + + for target in [ + "https://localhost/admin", + "https://127.0.0.1/admin", + "https://10.0.0.1/admin", + "https://169.254.169.254/latest/meta-data", + "https://192.168.1.10/admin", + "https://[::1]/admin", + "https://service.local/admin", + ] { + #expect(throws: EndpointSecurityError.self) { + try policy.validate(URL(string: target)!, useCase: .webTool) + } + } + try policy.validate(URL(string: "https://example.com/article")!, useCase: .webTool) + #expect(EndpointSecurityPolicy.isSameOrigin( + URL(string: "https://example.com/a")!, + URL(string: "https://EXAMPLE.com:443/b")! + )) + #expect(!EndpointSecurityPolicy.isSameOrigin( + URL(string: "https://example.com/a")!, + URL(string: "https://other.example.com/b")! + )) + #expect(!EndpointSecurityPolicy.isSameOrigin( + URL(string: "https://example.com/a")!, + URL(string: "https://example.com:8443/b")! + )) } @Test @@ -2632,7 +2659,7 @@ struct CoreContractTests { @Test func openAIParityMigrationAddsTablesAndRunProvenance() throws { - #expect(PinesDatabaseSchema.currentVersion == 24) + #expect(PinesDatabaseSchema.currentVersion == 26) let openAIMigration = try #require(PinesDatabaseSchema.migrations.first { $0.version == 14 }) let genericProviderMigration = try #require( PinesDatabaseSchema.migrations.first { $0.version == 15 }) diff --git a/Tests/PinesCoreTests/PersistenceDataLifecycleTests.swift b/Tests/PinesCoreTests/PersistenceDataLifecycleTests.swift new file mode 100644 index 0000000..fe8be35 --- /dev/null +++ b/Tests/PinesCoreTests/PersistenceDataLifecycleTests.swift @@ -0,0 +1,31 @@ +import Foundation +import Testing +@testable import PinesCore + +@Suite("Persistence data lifecycle") +struct PersistenceDataLifecycleTests { + @Test func durableTableCatalogCoversEveryCreatedApplicationTable() { + let catalog = Set(PinesDatabaseSchema.durableUserTableNames) + let createdTables = Set( + PinesDatabaseSchema.migrations + .flatMap(\.sql) + .compactMap(Self.createdTableName) + ) + + #expect(PinesDatabaseSchema.durableUserTableNames.count == catalog.count) + #expect(createdTables == catalog) + } + + private static func createdTableName(in statement: String) -> String? { + let prefix = "CREATE TABLE IF NOT EXISTS " + guard let range = statement.range(of: prefix, options: .caseInsensitive) else { + return nil + } + let suffix = statement[range.upperBound...] + let rawName = suffix.prefix { character in + !character.isWhitespace && character != "(" + } + let name = rawName.trimmingCharacters(in: CharacterSet(charactersIn: "`\"[]")) + return name.isEmpty ? nil : name + } +} diff --git a/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift b/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift index 43f97b2..bedcd7f 100644 --- a/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift +++ b/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift @@ -55,7 +55,7 @@ struct TurboQuantPinDriftTests { #expect(compatibility.status == "failed") #expect(compatibility.statusReason.contains("Authoritative current-pair status is failed")) - #expect(compatibility.statusReason.contains("performance parity is not achieved")) + #expect(compatibility.statusReason.contains("performance parity is not established for this pair")) #expect(compatibility.claimPolicy.pinsOnlyEvidenceLevel == "unverified") #expect(compatibility.claimPolicy.verifiedOrCertifiedProductClaimsAllowed == false) #expect(compatibility.claimPolicy.requiresRealDeviceEvidence == true) @@ -80,8 +80,8 @@ struct TurboQuantPinDriftTests { $0.contains("Full release benchmark-matrix") } ) - #expect(compatibility.statusReason.contains("Exact-pin physical-device app-host smoke completed")) - #expect(compatibility.statusReason.contains("Release comparisons now require real model inference")) + #expect(compatibility.statusReason.contains("focused 4K Qwen3.5 0.8B real-model comparison passed")) + #expect(compatibility.statusReason.contains("Release comparisons require real-model inference across the full acceptance matrix")) #expect(compatibility.productionPinPromotion?.releaseGate.contains("non-green") == true) #expect(compatibility.productionPinPromotion?.releaseGate.contains("Verified or Certified") == true) Self.assertGreenStatusReleaseGates(compatibility) @@ -92,6 +92,12 @@ struct TurboQuantPinDriftTests { && $0.result == "passed" && $0.runID != compatibility.wave0Baseline.runID }) + #expect(compatibility.validationCommands.contains { + $0.repo == "pines" + && $0.runID == "device-rm-08b-current-20260712T151100Z" + && $0.result == "passed" + && $0.notes?.contains("does not establish native-backend performance parity") == true + }) #expect(compatibility.historicalValidationCommands.contains { $0.repo == "pines" && $0.command.contains("run-ios-turboquant-bench.sh") @@ -107,9 +113,9 @@ struct TurboQuantPinDriftTests { && $0.command.contains("run-ios-turboquant-bench.sh") && $0.result == "passed" && $0.runID == "ios-turboquant-bench-20260531T132622Z" - && ($0.notes ?? "").contains("hybridNativeDiagnostics") - && ($0.notes ?? "").contains("realModelInferenceEvidence=missing") - && ($0.notes ?? "").contains("not-proven") + && ($0.notes ?? "").contains("Historical prior-pair") + && ($0.notes ?? "").contains("not exact-current-pair evidence") + && ($0.notes ?? "").contains("cannot promote the current tuple") }) #expect(compatibility.historicalValidationCommands.contains { $0.result == "passed" diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md index 1408376..f5422e9 100644 --- a/docs/ARCHITECTURE.md +++ b/docs/ARCHITECTURE.md @@ -66,7 +66,7 @@ Repository protocols separate UI from storage: - `ModelDownloadRepository` - `AuditEventRepository` -The production local store is GRDB on SQLCipher with optional E2E-encrypted CloudKit private-database sync for user-enabled settings, conversations, messages, vault metadata, and vault chunks. API keys, model binaries, prompt caches, browser state, chat attachment files, and transient tool state do not sync. Generated embeddings and compressed vault vector codes sync only when both private iCloud sync and embedding sync are enabled. +The production local store is GRDB on SQLCipher with optional E2E-encrypted CloudKit private-database sync for user-enabled settings, Project Spaces, conversations, messages, vault metadata, and vault chunks. Project identifiers are preserved across chat and Vault records, and project tombstones unlink child records on every device. API keys, model binaries, prompt caches, browser state, chat attachment files, and transient tool state do not sync. Generated embeddings and compressed vault vector codes sync only when both private iCloud sync and embedding sync are enabled. `SecureKeyStore` owns data keys for the encrypted database, encrypted blob store, and CloudKit sync. Device-local keys are non-migrating Keychain items; the CloudKit content key is synchronizable through iCloud Keychain. `SecurityResetCoordinator` runs before normal repository use and clears sensitive configuration from previous versions while preserving user content. @@ -80,7 +80,7 @@ The GRDB implementation is split by repository concern: encrypted local-store op ## Security Model -`EndpointSecurityPolicy` is the shared network gate for BYOK providers, MCP servers, OAuth authorization and token exchange, model catalog calls, and web fetch. Remote URLs must be HTTPS. HTTP is permitted only for `localhost`, `127.0.0.1`, and `[::1]` when the integration explicitly opts into local development; LAN/private HTTP remains blocked. +`EndpointSecurityPolicy` is the shared network gate for BYOK providers, MCP servers, OAuth authorization and token exchange, model catalog calls, web fetch, and in-app browser top-level navigation. Remote URLs must use HTTPS. HTTP is permitted only for `localhost`, `127.0.0.1`, and `[::1]` when the integration explicitly opts into local development; LAN/private HTTP remains blocked. Arbitrary web tools additionally reject local/private/link-local/special-use hosts, validate resolved addresses immediately before requests, and revalidate redirects and final URLs. `CloudProviderHeader` replaces raw custom header JSON. Plaintext header values are rejected for secret-like names, while secret headers must reference Keychain items. `Redactor` is applied before audit persistence and covers provider keys, bearer/OAuth/JWT/cookie values, private keys, and generic long credential shapes. @@ -107,10 +107,10 @@ Vault retrieval stores both FP16 embeddings and compressed TurboQuant vector cod The app links MLX through exact fork pins in `project.yml`: -- `https://github.com/RNT56/mlx-swift` at `c96dd8c7b374fa50d64b35bf8c5d7739df7d9984` -- `https://github.com/RNT56/mlx-swift-lm` at `c8a544503bcdad21ee736feec68f0ed7e07a9b29` -- Nested `mlx` inside `RNT56/mlx-swift` at `edc0fb23d1a384fe846ef5a8093f2d43001be8d2` -- Nested `mlx-c` inside `RNT56/mlx-swift` at `0b9e4c23eb5b64e4ddc0f44ff45ba37832370d2d` +- `https://github.com/RNT56/mlx-swift` at `d378d85c114b38c0919d5f6f7a489528427cb23d` +- `https://github.com/RNT56/mlx-swift-lm` at `1ab388ff78eaa572b2eb9de2b330d218818b3920` +- Nested `mlx` inside `RNT56/mlx-swift` at `e230d124a1fdcb5f4b3daab6321744a7a8b6a9f2` +- Nested `mlx-c` inside `RNT56/mlx-swift` at `2fbeccd5a6ec6f7aadedaf1d3dfb2894ef44fbc1` Compatibility implementations for model families not yet present in linked MLX packages are split into `MLXCompatibleModels+Llama4.swift` and `MLXCompatibleModels+DeepseekV4.swift`. @@ -159,7 +159,7 @@ The agent replacement seam has three contracts: - `AgentToolCatalog` supplies the Agent-mode tool inventory independently from chat orchestration. - `AgentRuntimeCallbacks` carries human-in-the-loop approval and activity/progress reporting, keeping UI concerns out of agent execution. -MCP sampling can forward server-supplied tool definitions to the selected local or BYOK provider while the MCP server owns its tool loop. +MCP sampling can forward server-supplied tool definitions to the selected local or BYOK provider while the MCP server owns its tool loop. Discovered MCP tool annotations are persisted and mapped to Pines side-effect levels; missing annotations default to `changesRemoteState`, read-only hints map to external reads, and destructive hints map to sensitive actions. ## Source Organization Notes diff --git a/docs/MCP.md b/docs/MCP.md index bd8d94b..76a05ce 100644 --- a/docs/MCP.md +++ b/docs/MCP.md @@ -23,6 +23,8 @@ Remote production servers should use HTTPS. Plain HTTP is intended only for expl Pines supports MCP tools as registered, policy-gated functions. Enabled MCP tools are namespaced and added to the shared `ToolRegistry`, but normal chat currently keeps its advertised tool list empty unless a future tool mode opts in. +Tool safety annotations (`readOnlyHint`, `destructiveHint`, `idempotentHint`, and `openWorldHint`) are decoded and persisted with discovery state. Pines maps an explicit read-only hint to an external read and a destructive hint to a sensitive action. Because MCP annotations are advisory and optional, tools with no annotation default to remote-state-changing rather than read-only. + Server methods used: - `tools/list` diff --git a/docs/RELEASES.md b/docs/RELEASES.md index 2e262ec..39c4806 100644 --- a/docs/RELEASES.md +++ b/docs/RELEASES.md @@ -13,7 +13,7 @@ Jobs: - `secret-scan`: pinned gitleaks source scan with explicit allowlists for synthetic test fixtures and ignored build outputs. - `dependency-review`: GitHub dependency review on pull requests, failing on high-severity dependency changes. - `repo-hygiene`: shell-script syntax validation, public-repo hygiene, license and notice checks, privacy manifest linting, MLX package-pin checks, tracked-artifact checks, secret-pattern scanning, and high-assurance security-boundary checks. -- `site`: Netlify/Astro site dependency install, build, and `site/dist/index.html` artifact verification. +- `site`: Netlify/Astro dependency install, zero-tolerance npm audit, build, and `site/dist/index.html` artifact verification. - `swift-package-build`: Swift package build with automatic resolution disabled. - `swift-package-tests`: Swift package tests with automatic resolution disabled. - `core-verification`: `PinesCoreTestRunner` with automatic resolution disabled. @@ -63,7 +63,7 @@ Until signing and App Store Connect automation are configured, releases publish Do not publish an unsigned `.ipa`. -Production distribution remains blocked until signed archive export, TestFlight/App Store upload, real-device TurboQuant acceptance, and final App Store privacy review are configured and passed. The current TurboQuant compatibility pair is non-green: focused local gates and exact-pin physical-device smoke pass, but that smoke is synthetic attention-shape evidence. The latest Mac real-model baseline keeps dense K8/V4 as the compressed reference; K8/V3, K8/V2, and Sparse-V remain non-promoted until real-model benchmark/quality/fallback evidence and iOS evidence pass. +Production distribution remains blocked until signed archive export, TestFlight/App Store upload, real-device TurboQuant acceptance, and final App Store privacy review are configured and passed. The current TurboQuant compatibility pair is non-green: focused local gates, exact-pin physical-device synthetic smoke, and a small 4K Qwen 3.5 0.8B real-model comparison pass, but the required acceptance matrix and imported product tuple remain incomplete. The latest Mac real-model baseline keeps dense K8/V4 as the compressed reference; K8/V3, K8/V2, and Sparse-V remain non-promoted until real-model benchmark/quality/fallback evidence and broader iOS evidence pass. ## v0.1.0 Preview Readiness @@ -77,7 +77,7 @@ Before pushing the tag, verify: - `bash scripts/ci/check-public-hygiene.sh` - `swift test --disable-automatic-resolution` - `swift run --disable-automatic-resolution PinesCoreTestRunner` -- `npm --prefix site ci && npm --prefix site run build` +- `npm --prefix site ci && npm --prefix site audit --audit-level=low && npm --prefix site run build` - `bash scripts/ci/run-xcode-validation.sh all` - `bash scripts/ci/package-release.sh v0.1.0` diff --git a/docs/SECURITY.md b/docs/SECURITY.md index ab159ab..76ffcfd 100644 --- a/docs/SECURITY.md +++ b/docs/SECURITY.md @@ -33,7 +33,7 @@ Allowed execution modes: If cloud is required but not configured, execution must fail with a consent/configuration path. Local vault and MCP resource context is not sent to cloud automatically; the app presents a per-turn approval sheet so the user can send without that context or explicitly include it. -All remote endpoints must use HTTPS. `EndpointSecurityPolicy` is shared by BYOK providers, MCP endpoints, OAuth authorization/token URLs, model catalog calls, and `web.fetch`. `http://localhost`, `http://127.0.0.1`, and `http://[::1]` are allowed only when the integration has an explicit local-development flag. RFC1918/LAN HTTP is never treated as local. +All remote endpoints must use HTTPS. `EndpointSecurityPolicy` is shared by BYOK providers, MCP endpoints, OAuth authorization/token URLs, model catalog calls, `web.fetch`, and browser top-level navigation. `http://localhost`, `http://127.0.0.1`, and `http://[::1]` are allowed only when the integration has an explicit local-development flag. RFC1918/LAN HTTP is never treated as local. Web/browser targets additionally reject private, loopback, link-local, multicast, documentation, and local-name hosts; `web.fetch` validates DNS results, redirects, and final URLs and streams at most 1.5 MB of response data. Provider-hosted resources are explicit cloud resources. OpenAI files/vector stores, Anthropic files, Gemini files/context caches, provider batches, generated media, generated files, realtime/live sessions, and Deep Research runs are shown through provider lifecycle records and must stay visually distinct from local Vault documents. Uploading a Vault document to a provider, importing a provider artifact into Vault, deleting a local Vault file, and deleting a provider-hosted copy are separate user-visible actions. @@ -50,11 +50,13 @@ Tools are deny-by-default. Tool specs include: - timeout - explanation requirement -Web and browser outputs should be treated as untrusted content. Browser automation must require visible user approval for login, checkout, posting, upload, credential-adjacent, or remote-state-changing actions. Local private-data tools for vault, attachment, and conversation reads are scoped through repository and run context rather than arbitrary filesystem paths, and they carry the cloud-context permission so BYOK runs require explicit private-context approval. Normal chat does not advertise all registered tools by default; tool-enabled agent flows and MCP sampling keep their own policy checks. +Web and browser outputs should be treated as untrusted content. Browser action specs are classified as remote-state-changing and top-level navigations are public-HTTPS-only. Browser automation must require visible user approval for login, checkout, posting, upload, credential-adjacent, or remote-state-changing actions. Local private-data tools for vault, attachment, and conversation reads are scoped through repository and run context rather than arbitrary filesystem paths, and they carry the cloud-context permission so BYOK runs require explicit private-context approval. Normal chat does not advertise all registered tools by default; tool-enabled agent flows and MCP sampling keep their own policy checks. MCP tool annotations are persisted; absent annotations are treated conservatively as remote-state-changing and destructive hints as sensitive. + +Provider, model-catalog, MCP, OAuth, Brave Search, and credential-validation services stream finite responses into bounded buffers and reject cross-origin redirects so credentials cannot follow a response to another host. Provider JSON is capped at 32 MB, ordinary downloaded files/audio/batch results at 64 MB, generated video at 512 MB, model-catalog responses at 16 MB, MCP JSON-RPC bodies at 8 MB, Brave Search at 2 MB, and OAuth/credential responses at 1 MB. Responses with an excessive declared or observed size fail before they are persisted or base64-expanded. ## Sync Boundary -Optional iCloud sync may sync settings, conversations, messages, vault metadata, and vault chunks after user opt-in. +Optional iCloud sync may sync settings, Project Spaces, conversations, messages, vault metadata, and vault chunks after user opt-in. CloudKit repository merge/apply code lives in `GRDBPinesStore+CloudKit.swift` so the sync boundary stays isolated from the base local-store implementation. diff --git a/docs/STATUS.md b/docs/STATUS.md index d94835e..6d4102b 100644 --- a/docs/STATUS.md +++ b/docs/STATUS.md @@ -1,12 +1,12 @@ # Implementation Status -This repository is a working foundation for `pines`, not a signed App Store distribution yet. The current TurboQuant compatibility pair is non-green: local gates and exact-pin physical-device smoke pass, but that smoke is synthetic attention-shape evidence. The latest Mac real-model K8/Vx matrix shows dense K8/V4 passing current 32K/64K logit gates, while K8/V3 and K8/V2 still fail P95 max-logit-error gates. Native Sparse-V threshold/top-k/cumulative/hybrid modes are implemented but not promoted. Model/device/mode `Verified` and `Certified` claims remain gated on accepted real-device evidence. +This repository is a working foundation for `pines`, not a signed App Store distribution yet. The current TurboQuant compatibility pair is non-green. Exact-pair physical-device synthetic smoke and a small Qwen 3.5 0.8B real-model comparison pass, but they do not satisfy the full acceptance matrix or constitute an imported product evidence tuple. Historical synthetic attention-shape and Mac real-model results belong to older or different tuples and are not promotion evidence for this pair. Native Sparse-V threshold/top-k/cumulative/hybrid modes are implemented but not promoted. Model/device/mode `Verified` and `Certified` claims remain gated on accepted exact-pair real-device evidence. ## Implemented - XcodeGen iOS app project. - Committed SwiftPM package lockfile for package/test dependency reproducibility. -- SwiftUI app shell with Chats, Models, Vault, and Settings surfaces. +- SwiftUI app shell with Chats, Models, Vault, Artifacts, and Settings surfaces, including named Project Spaces shared by Chats and Vault. - Boot mark shown before live service construction, with lazy app-service creation after first-frame yield. - Custom app icon assets. - Environment-driven design system with selectable templates and light/dark modes. @@ -33,7 +33,7 @@ This repository is a working foundation for `pines`, not a signed App Store dist - Anthropic provider lifecycle workflows for Files, generated file download/import, prompt cache metrics, citations, thinking preservation, Message Batches, token counting, hosted tool metadata, and model capability rows. - Gemini provider lifecycle workflows for Files, context caches, token counting, Deep Research, Live sessions, generated media artifacts, batches, URL context metadata, Google Search grounding, and model capability rows. - Chat provenance surfaces for provider citations, hosted tool timelines, provider file references, request/message IDs, cache metrics, thinking mode, and generated artifacts. -- Built-in calculator, time/date, attachment read, vault search/read, conversation search, Brave Search BYOK, web fetch, and WKWebView browser observe/action tools. +- Built-in calculator, time/date, attachment read, vault search/read, conversation search, Brave Search BYOK, bounded public-network-only web fetch, and policy-gated WKWebView browser observe/action tools. - Vault file/PDF/image import pipeline with scoped file types, bounded source size/text extraction, OCR, chunking, and embedding invocation. - TurboQuant runtime profile defaults, requested/active backend diagnostics, Metal codec and compressed-attention availability diagnostics, compressed vault embedding storage, approximate vector search, and FP16 rerank path. - TurboQuant control-plane runtime: pre-generation admission, memory zones, mode-specific fallback contracts, typed local failure events, RunDecision metadata, calibration samples, compatibility-pair tracking, evidence import/revocation, quality gates, and compatibility UI states. @@ -43,9 +43,10 @@ This repository is a working foundation for `pines`, not a signed App Store dist - Platform-unlock contracts for adaptive precision, semantic/multimodal/agent memory, open KV descriptors, device mesh, personalization/adapters, and release kill switches. These are disabled by default and require compatibility-pair plus evidence gates before product activation. - iOS runtime guardrails: memory/thermal adaptive profiles, compact 6 GB device defaults, memory-warning unload, bounded vector scans, batched vault embedding ingestion, foreground-only MLX execution, conservative background model-download network defaults, and recovered-download reconciliation. - Read-only runtime diagnostics and OSLog/MetricKit hooks for startup phases, generation speed, vault retrieval, and memory pressure. -- CloudKit private database sync service for opt-in settings, conversations, vault chunks, and explicitly enabled embedding/code blobs. +- Bidirectional CloudKit private-database sync for opt-in settings, Project Spaces, conversations/messages, Vault document metadata/chunks, tombstones, and explicitly enabled embedding/code blobs. Sync is triggered at launch, foreground activation, settings changes, and local content mutations. - Personal-team-safe default signing: generated Xcode builds omit iCloud entitlements and keep CloudKit runtime activation disabled unless a paid-team build overrides both iCloud settings. -- MCP Streamable HTTP support for tools, resources, prompts, user-approved sampling, bearer tokens, OAuth PKCE, subscriptions, and safe resource previews. +- MCP Streamable HTTP support for tools, resources, prompts, user-approved sampling, bearer tokens, OAuth PKCE, subscriptions, safe resource previews, and persisted MCP tool safety annotations. Unannotated tools conservatively default to remote-state-changing. +- Bounded provider response ingestion for JSON, files, audio, batch results, generated media, and video so provider endpoints cannot allocate unbounded in-memory responses. - Settings persistence, cloud provider settings flow, MCP server settings, and audit event UI. - Cloud provider create/update-by-name, validation, model catalog refresh, default model selection, and deletion. - Chat stop and retry controls. @@ -56,12 +57,14 @@ This repository is a working foundation for `pines`, not a signed App Store dist - OAuth startup guardrails avoid crashing when authentication is attempted without an active foreground window. - Service bootstrap logs/audits recoverable built-in tool registration and store initialization failures instead of silently discarding them. - App architecture cleanup that splits large files into app model types, GRDB CloudKit sync, design components, MCP payloads, model download support, Settings detail, Models components, and MLX model-family files. +- Exact-pair signed physical-device TurboQuant app-host smoke on `iPhone16,2`, including native compressed-path diagnostics and an explicitly unverified synthetic evidence baseline. ## Not Complete -- Real-device TurboQuant acceptance on the A16 through A19 Pro hardware matrix, including at least one imported model/device/mode evidence tuple before any `Verified` or `Certified` product claim. +- Real-device TurboQuant acceptance on the A16 through A19 Pro hardware matrix, including stable multi-repeat real-model coverage and at least one imported model/device/mode evidence tuple before any `Verified` or `Certified` product claim. - Production UX hardening for regenerate controls, fuller provider editing, provider-hosted transfer progress/retry/cancellation, richer hosted-tool approvals, CloudKit conflict UI, and detailed model compatibility messaging. - Signed App Store archive/export, TestFlight/App Store upload automation, and final App Store Connect privacy review for the submitted binary. +- The platform-aware, warning-free `mlx-swift` build-tool plugin and Apple-mobile JIT compatibility fix are pinned at `d378d85c114b38c0919d5f6f7a489528427cb23d`; cold iOS device and simulator builds must remain warning-free as part of release validation. - Remaining monolith candidates are semantic rather than mechanical: `PinesAppModel` still owns high-level orchestration, `SettingsDetailView` owns the full settings editor, and `ModelsViewComponents` owns model list/detail presentation. Split these further only alongside focused feature changes. ## Verification @@ -82,4 +85,4 @@ For a direct generic iOS build: xcodebuild -project Pines.xcodeproj -scheme Pines -destination 'generic/platform=iOS' build ``` -The current TurboQuant compatibility pair has passing focused local gates and exact-pin iOS app-host smoke evidence, but it is still non-green until native backend performance, real-model-inference benchmark matrix, quality, memory, Sparse-V/lower-V fallback, and physical-device gates pass. +The current TurboQuant compatibility pair remains non-green until its exact pins pass native backend performance, the full real-model-inference benchmark matrix, quality, memory, Sparse-V/lower-V fallback, and accepted physical-device gates. The focused 4K Qwen 3.5 0.8B run is smoke evidence, not matrix completion. Do not reuse historical evidence from another pin tuple. diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 121153a..5b8047d 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -1,13 +1,13 @@ # TurboQuant Integration -Pine requests TurboQuant as the default local KV-cache strategy and stores vault embeddings with a compressed TurboQuant-compatible code path. The app consumes additive APIs from the maintained MLX forks so the runtime can be rebased as MLX Swift evolves. +Pines requests TurboQuant as the default local KV-cache strategy and stores vault embeddings with a compressed TurboQuant-compatible code path. The app consumes additive APIs from the maintained MLX forks so the runtime can be rebased as MLX Swift evolves. The current MLX fork pins are: -- `RNT56/mlx-swift`: `609e8333671419ee1dbe928eeee7f48a24682631` -- `RNT56/mlx-swift-lm`: `725add5dd15ef6c1c01073ce9f81412957fa5c6d` +- `RNT56/mlx-swift`: `d378d85c114b38c0919d5f6f7a489528427cb23d` +- `RNT56/mlx-swift-lm`: `1ab388ff78eaa572b2eb9de2b330d218818b3920` -The current pair is intentionally non-green. Wave 0 captured the baseline failures, and the continuation pass now has passing local TurboQuant gates plus an exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. The Mac real-model K8/V4 speed route is wired and measured, but it is still below FP16 equal-context throughput at long dense attention. Previous local release gates and earlier app-hosted iPhone smoke remain useful historical evidence, but they do not override the current guardrail status. +The current pair is intentionally non-green. Local Pines gates pass, an exact-pair `iPhone16,2` synthetic attention-shape smoke completed on 2026-07-12, and a focused exact-pair Qwen 3.5 0.8B real-model comparison passed at 4K. That two-repeat diagnostic is not a complete acceptance matrix or an imported product evidence tuple; earlier device smoke and Mac K8/V4 measurements remain historical engineering evidence and cannot promote or green the current pair. This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -47,10 +47,10 @@ TQ_MODEL_DIR=/path/to/mlx-model scripts/run-turboquant-current-benchmarks.sh - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `609e8333671419ee1dbe928eeee7f48a24682631` - - `RNT56/mlx-swift-lm`: `725add5dd15ef6c1c01073ce9f81412957fa5c6d` - - Nested `mlx` inside `RNT56/mlx-swift`: `6e140e7a4442febe14de38adb46206f6d6b21384` - - Nested `mlx-c` inside `RNT56/mlx-swift`: `17a9ae217816c4ad45673237dfee55a5e7992ce0` + - `RNT56/mlx-swift`: `d378d85c114b38c0919d5f6f7a489528427cb23d` + - `RNT56/mlx-swift-lm`: `1ab388ff78eaa572b2eb9de2b330d218818b3920` + - Nested `mlx` inside `RNT56/mlx-swift`: `e230d124a1fdcb5f4b3daab6321744a7a8b6a9f2` + - Nested `mlx-c` inside `RNT56/mlx-swift`: `2fbeccd5a6ec6f7aadedaf1d3dfb2894ef44fbc1` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, automatic block-token planning for 32K/64K/128K/256K decode, fp16/bf16 block-partial value storage with float32 stats/reduce accumulation, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, cooperative coalesced QK decode behind `TQ_COOP=1` for A-series validation, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. - `mlx-swift-lm` exposes `KVCacheStrategy.turboQuant`, `KVCacheStrategy.adaptiveTurboQuant`, `TurboQuantKVCache`, a physical-slot `RotatingTurboQuantKVCache` for supported `.metalPolarQJL` `maxKVSize` paths, a shared packed quantized-attention fallback before raw decode, typed throwing TurboQuant generation paths and an exported runtime capability registry for the profile-backed Llama, Gemma, Qwen, Mistral, Phi, Granite, Exaone4, SmolLM3, LFM2, and GLM4 MoE Lite families, prepared-prefix generation, prompt-cache serialization hooks, `TurboQuantCompressedKVCacheProtocol`, the bundled `TurboQuantProfileRegistry`, corrected profile/exported JSON bit metadata, direct initial compressed-cache commits, lightweight compressed update checkpoints, compact v6 state restore/snapshot validation, guarded throughput routing for lower-bit `turbo4v2` and `turbo3_5` profiles, Qwen3.5/Qwen3.6 adaptive raw-first grouped-query fused compressed decode policies, duplicate decode-copy/validation trimming, Qwen production and large-context experiment p50/p95 proof modes, reserved-capacity proof reporting, schema-v6 production-route/recommended/effective block-token proof reporting, the `TurboQuantBench` app-hostable A-series attention harness, and `GenerateParameters` fields for cache strategy, preset, requested backend selection, value bits, fallback policy, raw SDPA threshold, device-adaptive optimization policy, model metadata, KV head dimensions, and compressed-attention diagnostics. - Pines keeps a local prompt KV cache for text-only MLX turns. Cache entries are keyed by model/runtime/tokenizer and quantization shape, reused only on token-prefix match, trimmed after successful generation, and evicted before model unload under memory pressure or thermal downshift. @@ -112,11 +112,13 @@ parity claim until the real-model and device gates pass. ## Physical Device Evidence -Current-pair app-hosted attention smoke validation ran on `iPhone16,2` / A17 Pro / iPhone 15 Pro Max (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-31 after the continuation pins were applied. The Pines Debug app launched `--pines-turboquant-bench` and wrote `artifacts/ios-turboquant-bench-20260531T132622Z`. This proves the exact-pin app-host path still runs on a real iPhone, but it is synthetic smoke evidence only and cannot make the current compatibility pair green. Parity, `Verified`, and `Certified` gates now require `real-model-inference-v1` evidence from actual model generation/inference comparisons. +Exact-current-pair app-hosted attention smoke validation ran on `iPhone16,2` / A17 Pro / iPhone 15 Pro Max (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-07-12 and is summarized in [the exact-pair iOS baseline](turboquant-implementation/baselines/20260712T150706Z-ios-exact-pair-smoke.md). It proves the signed app-host, native compressed path, and diagnostics export for the active pins, but it is synthetic attention-shape evidence. Parity, `Verified`, and `Certified` gates still require `real-model-inference-v1` evidence from actual model generation/inference comparisons on the current tuple. + +A focused exact-pair [Qwen 3.5 0.8B real-model smoke](turboquant-implementation/baselines/20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md) also passed on the same phone at 4K with actual weights and a passing FP16-referenced quality gate. Its two-repeat throughput result is useful diagnostic evidence, but the wide ratio interval and missing selected-path diagnostics prevent native-performance or parity promotion; the full release matrix remains required. | Model | Artifact | Result | Active profile/path | Observed result | | --- | --- | --- | --- | --- | -| synthetic `qwen3.5-2b` attention shape | `ios-turboquant-bench-20260531T132622Z` | Completed, exact current pair, smoke-only | `turbo4v2`, 8K context, app-hosted physical-device benchmark | Compressed `48.95 tok/s`, plain FP16 `643.10 tok/s`, speed ratio `0.0761`, cosine `0.999992`, KV memory reduction `2.21x`; app diagnostics report `productClaimLevel=unverified`, `realModelInferenceEvidence=missing`, and native backend performance `not-proven`. | +| synthetic `qwen3.5-2b` attention shape | `ios-turboquant-bench-20260531T132622Z` | Historical prior-pair smoke only | `turbo4v2`, 8K context, app-hosted physical-device benchmark | Compressed `48.95 tok/s`, plain FP16 `643.10 tok/s`, speed ratio `0.0761`, cosine `0.999992`, KV memory reduction `2.21x`; this is not evidence for the current pin tuple. | | synthetic `qwen3.5-2b` attention shape | `ios-turboquant-bench-20260531T020455Z` | Completed, historical/superseded | `turbo4v2`, 8K context, app-hosted physical-device benchmark | Compressed `22.22 tok/s`, plain FP16 `634.54 tok/s`, speed ratio `0.0350`, cosine `0.999824`, KV memory reduction `3.05x`. | Earlier imported real-device smoke validation ran on `iPhone16,2` / A17 Pro (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-05-26 before the block-parallel fused pair was promoted. These runs are retained as raw-shadow recovery evidence for the exact local artifact tuple only; they do not certify the current fused path or lower-bit compressed attention paths. diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index 14ab523..9e2e3c2 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -8,32 +8,29 @@ After the Wave 0 baseline capture on 2026-05-31, the active local compatibility | Repo | Branch | Validation commit/pin | | --- | --- | --- | -| `pines` | `tq/real-device-evidence-acceptance` | `1f3cbc43289f3b4035fff2276c1f01206d616647` dirty validation base before this evidence update | -| `mlx-swift` | `tq/layout-v5-default-device-tests` | `609e8333671419ee1dbe928eeee7f48a24682631` pushed continuation pin | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `725add5dd15ef6c1c01073ce9f81412957fa5c6d` pushed continuation pin | +| `pines` | `tq/real-device-evidence-acceptance` | `ebc1d80aba9466da5e72690b26d9155aec72836d` dirty validation base before this evidence update | +| `mlx-swift` | `tq/layout-v5-default-device-tests` | `d378d85c114b38c0919d5f6f7a489528427cb23d` pushed platform-aware Metal and Apple-mobile JIT compatibility pin | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `1ab388ff78eaa572b2eb9de2b330d218818b3920` pushed exact-core integration pin | -Pines pins `MLXSwift` to `609e8333671419ee1dbe928eeee7f48a24682631` and `MLXSwiftLM` to `725add5dd15ef6c1c01073ce9f81412957fa5c6d` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `d378d85c114b38c0919d5f6f7a489528427cb23d` and `MLXSwiftLM` to `1ab388ff78eaa572b2eb9de2b330d218818b3920` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. -Wave 0 current-pair evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker, wires native affine K8/V4 mixed quantized SDPA through the MLX Swift LM cache path, and records exact-pin physical-device app-host smoke on `iPhone16,2`, but that smoke is a synthetic attention-shape benchmark. Mac real-model inference evidence exists for Qwen3.5-2B at 32K and 64K, but compressed equal-context throughput remains below raw FP16 and parity is not achieved. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V4 is the production default for new MLX attention layout requests; Layout V5/V6 remain supported for explicit experimental, benchmark, and compatibility runs only. Exact pins plus smoke evidence remain unverified and real-device model/device/mode evidence remains required before any `Verified` or `Certified` product claim. +Wave 0 evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker, wires native affine K8/V4 mixed quantized SDPA through the MLX Swift LM cache path, and records exact-current-pin physical-device app-host smoke on `iPhone16,2` in `20260712T150706Z-ios-exact-pair-smoke.md`. A focused exact-pair Qwen 3.5 0.8B `real-model-inference-v1` comparison also passes at 4K in `20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md`, but its two-repeat throughput interval is wide and selected-path diagnostics are absent. Mac real-model inference evidence exists for Qwen3.5-2B at 32K and 64K, but it belongs to an earlier tuple. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V4 is the production default for new MLX attention layout requests; Layout V5/V6 remain supported for explicit experimental, benchmark, and compatibility runs only. Exact pins plus focused smoke evidence remain unverified and a complete imported real-device model/device/mode evidence tuple remains required before any `Verified` or `Certified` product claim. -### Pending upstream adoption: N2 self-speculation (lever ①) + N4 codec +### Adopted N2 self-speculation (lever ①) + N4 codec surface -`mlx-swift-lm` `295e66bef0b3d85be70290b5c1adea83d694660c` now exposes +`mlx-swift-lm` `1ab388ff78eaa572b2eb9de2b330d218818b3920` exposes draft-model-free self-speculation as a product API: `GenerateParameters.selfSpeculationMode` (`.off` default | `.promptLookup`) routed via `makeGenerationIterator(...)`, bit-exact for greedy/no-processor and falling back to exact decode otherwise (incl. non-trimmable hybrid caches). It pairs with the validated N7 async-prefetch path (16K long-doc 1.43→1.76×). `mlx-swift` -`6bfa04e…`/`4a83f63…` also adds the data-free Gaussian Lloyd-Max payload codec format +also adds the data-free Gaussian Lloyd-Max payload codec format (`TurboQuantReferenceFormat.gaussianLloydMax`, 3.2× at equal quality), pending a Metal decode kernel. -**This is NOT yet pinned here.** Adopting it requires advancing the MLX pin pair to -mlx-swift `6bfa04e2924152c52c56eac5c3420a7cc7e8d720` + mlx-swift-lm -`295e66bef0b3d85be70290b5c1adea83d694660c` across all six pin sites AND regenerating -`compatibility-pair.json` via the wave0 validation harness (the evidence artifact must be -harness-generated, not hand-edited) plus wiring `selfSpeculationMode` into -`MLXRuntimeBridge.GenerateParameters`. The harness's full evidence needs the deferred A-series -device run, so the pair would advance as `failed`/`unverified` until that lands. Self-speculation -ships default-off, so it is inert (no behavior change) until explicitly enabled + device-validated. +The integration pair now pins mlx-swift `d378d85c114b38c0919d5f6f7a489528427cb23d` +plus mlx-swift-lm `1ab388ff78eaa572b2eb9de2b330d218818b3920`, and Pines wires +`selfSpeculationMode` into `MLXRuntimeBridge.GenerateParameters`. The pair remains +`failed`/`unverified` until exact-pair A-series evidence and the remaining release gates land. +Self-speculation ships default-off, so it is inert until explicitly enabled and device-validated. Current continuation work adds explicit benchmark coverage and labels for `affineK8V4`, `affineK8V3`, `affineK8V2`, `mlxAffine-q8`, `affineInt4`, diff --git a/docs/turboquant-implementation/baselines/20260712T150706Z-ios-exact-pair-smoke.md b/docs/turboquant-implementation/baselines/20260712T150706Z-ios-exact-pair-smoke.md new file mode 100644 index 0000000..249a48a --- /dev/null +++ b/docs/turboquant-implementation/baselines/20260712T150706Z-ios-exact-pair-smoke.md @@ -0,0 +1,28 @@ +# 2026-07-12 exact-pair iOS app-host smoke + +This baseline records a physical-device synthetic attention-shape smoke for the current Pines MLX dependency pair. It proves the signed app-host installation, launch, native compressed-attention route, and diagnostics export on the paired device. It is not real-model inference and cannot promote the pair to `Verified` or `Certified`. + +## Reproducibility tuple + +- Run: `turboquant-bench-20260712T150706Z` +- Device: `iPhone16,2` / iPhone 15 Pro Max, iOS 26.5 (`23F77`) +- Device identifier: `7BFB7B72-C40C-58A7-B2C6-F075BDE21116` +- App host: Pines Debug app, hidden `--pines-turboquant-bench` launch mode +- Pines validation base: `ebc1d80aba9466da5e72690b26d9155aec72836d` with the reviewed worktree changes +- `mlx-swift`: `d378d85c114b38c0919d5f6f7a489528427cb23d` +- `mlx-swift-lm`: `1ab388ff78eaa572b2eb9de2b330d218818b3920` +- Compatibility pair: `mlx-swift-d378d85c114b38c0919d5f6f7a489528427cb23d+mlx-swift-lm-1ab388ff78eaa572b2eb9de2b330d218818b3920` + +## Result + +| Context | Scheme | Selected path | Compressed tok/s | Plain tok/s | Ratio | Native/Swift Metal | Cosine | KV memory reduction | +| ---: | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | +| 8,192 | `turbo4v2` | `nativeMLXCompressed` | 184.43 | 645.58 | 0.286× | 1.150× | 0.999992 | 2.286× | + +The benchmark completed with one passing result and no failed or skipped rows. The native MLX compressed path was active, but compressed throughput remained below plain SDPA at equal context. The result declares `synthetic: true`, `realModel: false`, `productClaimLevel: unverified`, `nativeBackendPerformanceEvidence: not-proven`, and `performanceParityEvidence: not-proven`. + +Raw local artifacts are retained under `artifacts/ios-turboquant-bench-20260712T150706Z` and remain ignored by Git because device containers may include unrelated historical diagnostics. The authoritative current-run result is `pines-turboquant-bench-turboquant-bench-20260712T150706Z.json` inside that capture. + +## Release interpretation + +This closes the exact-pair physical app-host smoke gap only. Release readiness remains non-green until real-model inference, broader device/context coverage, quality, memory, throughput, fallback, and benchmark-matrix gates pass for the exact tuple. diff --git a/docs/turboquant-implementation/baselines/20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md b/docs/turboquant-implementation/baselines/20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md new file mode 100644 index 0000000..973f1cf --- /dev/null +++ b/docs/turboquant-implementation/baselines/20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md @@ -0,0 +1,42 @@ +# 2026-07-12 Qwen 3.5 0.8B iOS real-model smoke + +This baseline records a small physical-device `real-model-inference-v1` comparison on the exact current Pines MLX pair. The harness loaded the model already installed in the Pines container and ran actual token generation through FP16 and affine K8/V4 cache configurations. + +## Reproducibility tuple + +- Run: `device-rm-08b-current-20260712T151100Z` +- Model: `mlx-community/Qwen3.5-0.8B-MLX-4bit` +- Context: `4,096` +- Generated tokens: `8` +- Throughput repeats: `2`, randomized arm order +- Bootstrap resamples: `200` +- Device: `iPhone16,2` / iPhone 15 Pro Max, iOS 26.5 (`23F77`) +- Device identifier: `7BFB7B72-C40C-58A7-B2C6-F075BDE21116` +- `mlx-swift`: `d378d85c114b38c0919d5f6f7a489528427cb23d` +- `mlx-swift-lm`: `1ab388ff78eaa572b2eb9de2b330d218818b3920` +- Compatibility pair: `mlx-swift-d378d85c114b38c0919d5f6f7a489528427cb23d+mlx-swift-lm-1ab388ff78eaa572b2eb9de2b330d218818b3920` + +## Result + +| Arm | Samples (tok/s) | Median | Bootstrap 95% CI | Peak active memory | +| --- | --- | ---: | --- | ---: | +| FP16 | 24.47, 38.97 | 31.72 | 24.47–38.97 | 905,391,172 bytes | +| Affine K8/V4 | 38.86, 39.28 | 39.07 | 38.86–39.28 | 905,391,172 bytes | + +- Compressed/FP16 median ratio: `1.2318×` +- Ratio bootstrap 95% CI: `0.9972–1.6053×` +- Deterministic top-1 match rate: `1.0` +- Attention-output cosine mean: `1.0` +- Logit KL-divergence mean: `0.0` +- Logit max-absolute-error P95: `0.0` +- Quality gate: passed +- Raw fallback allocated: false +- Row status: `ok` + +The small run demonstrates coherent exact-pair real-model execution and a passing focused quality comparison. It is not sufficient to establish stable throughput superiority: only two repeats were requested, the ratio confidence interval is wide and includes approximately `1.0`, and the selected-attention-path diagnostic array was empty. Native backend engagement therefore remains unproven by this artifact alone. + +Raw local artifacts are retained under `artifacts/ios-realmodel-tq-device-rm-08b-current-20260712T151100Z` and remain ignored by Git because copied device containers include unrelated historical diagnostics. + +## Release interpretation + +This closes a focused exact-pair real-model smoke gap for one model, one device, and one small context. Release readiness remains non-green until the required context/device/model matrix, stable throughput confidence, native-path diagnostics, memory behavior, fallback behavior, and task/quality gates pass and an accepted tuple is imported into the product evidence store. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index ec4c5b8..d505bb0 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -4,19 +4,19 @@ "pines": { "repo": "pines", "branch": "tq/real-device-evidence-acceptance", - "commit": "d336b81d79c2f41840811f7c12657c57ae306dd6", - "dirtyAtValidation": false + "commit": "ebc1d80aba9466da5e72690b26d9155aec72836d", + "dirtyAtValidation": true }, "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "609e8333671419ee1dbe928eeee7f48a24682631", + "commit": "d378d85c114b38c0919d5f6f7a489528427cb23d", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "725add5dd15ef6c1c01073ce9f81412957fa5c6d", + "commit": "1ab388ff78eaa572b2eb9de2b330d218818b3920", "dirtyAtValidation": false }, "wave0Baseline": { @@ -55,8 +55,28 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-05-31T13:21:18Z", + "validatedAt": "2026-07-12T15:14:32Z", "validationCommands": [ + { + "repo": "pines", + "command": "PINES_TQ_REAL_BENCH=1 PINES_TQ_REAL_MODEL=mlx-community/Qwen3.5-0.8B-MLX-4bit PINES_TQ_REAL_CONTEXTS=4096 PINES_TQ_REAL_GEN_TOKENS=8 PINES_TQ_REAL_REPEATS=2 PINES_TQ_REAL_BOOTSTRAP=200", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/pines/docs/turboquant-implementation/baselines/20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md", + "runID": "device-rm-08b-current-20260712T151100Z", + "startedAt": "2026-07-12T15:11:00Z", + "finishedAt": "2026-07-12T15:14:32Z", + "notes": "Exact-current-pair physical-device real-model smoke passed for the installed Qwen3.5 0.8B MLX 4-bit model at 4K. FP16-referenced quality passed and no raw fallback was allocated; only two throughput repeats were requested, the ratio CI is wide, and selected-path diagnostics were empty, so this does not establish native-backend performance parity or complete the release matrix." + }, + { + "repo": "pines", + "command": "PINES_DEVICE_ID=7BFB7B72-C40C-58A7-B2C6-F075BDE21116 PINES_TQ_BENCH_SKIP_INSTALL=1 PINES_TQ_BENCH_CONTEXTS=8192 PINES_TQ_BENCH_SCHEMES=turbo4v2 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 bash scripts/diagnostics/run-ios-turboquant-bench.sh", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/pines/docs/turboquant-implementation/baselines/20260712T150706Z-ios-exact-pair-smoke.md", + "runID": "turboquant-bench-20260712T150706Z", + "startedAt": "2026-07-12T15:07:06Z", + "finishedAt": "2026-07-12T15:07:15Z", + "notes": "Exact-current-pair signed app-host smoke passed on iPhone16,2 with the native MLX compressed path active. The row is synthetic attention-shape evidence with realModel=false and remains Unverified; it does not establish real-model quality or performance parity." + }, { "repo": "mlx-swift", "command": "swift build --product TurboQuantBenchmark -c release", @@ -134,7 +154,7 @@ "artifactPath": "/Users/mt/Programming/Schtack/pines/artifacts/turboquant-completion-20260531T125806Z/logs/pines-test-turboquant.log", "runID": "turboquant-completion-20260531T125806Z", "startedAt": "2026-05-31T12:58:06Z", - "notes": "Pines TurboQuant control-plane, evidence, pin-drift, diagnostics, and runtime bridge tests passed for the current pair.", + "notes": "Historical validation entry from the prior pair. Current-pair package and pin-drift gates are recorded separately and do not include physical-device evidence.", "finishedAt": "2026-05-31T13:00:52Z" }, { @@ -145,7 +165,7 @@ "runID": "ios-turboquant-bench-20260531T132622Z", "startedAt": "2026-05-31T13:26:22Z", "finishedAt": "2026-05-31T13:31:09Z", - "notes": "App-hosted physical-device smoke completed on iPhone16,2 / iPhone 15 Pro Max running iOS 26.5 for the exact current pin pair. Artifact: /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. 8K qwen3.5-2b turbo4v2 synthetic attention-shape smoke result: compressed 48.95 tok/s, plain 643.10 tok/s, speed ratio 0.0761, cosine 0.999992, memory reduction 2.21x. The artifact includes hybridNativeDiagnostics, and the release manifest classifies this as productClaimLevel=unverified with realModelInferenceEvidence=missing and nativeBackendPerformanceEvidence=not-proven. This is device-path smoke evidence only; release comparisons now require real model inference." + "notes": "Historical prior-pair app-hosted physical-device smoke on iPhone16,2 / iPhone 15 Pro Max running iOS 26.5. Artifact: /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. This is not exact-current-pair evidence and cannot promote the current tuple." }, { "artifactPath": "/Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-wave0-20260531T024557Z/logs/mlx-swift-build-turboquantbenchmark.log", @@ -559,14 +579,14 @@ } }, "notes": [ - "Continuation pins mlx-swift 609e8333671419ee1dbe928eeee7f48a24682631, which includes native affine K8/V4 mixed quantized SDPA wrappers, production native TurboQuant backend identity reporting, nested mlx 6e140e7a4442febe14de38adb46206f6d6b21384, and nested mlx-c 17a9ae217816c4ad45673237dfee55a5e7992ce0.", - "Continuation pins mlx-swift-lm 725add5dd15ef6c1c01073ce9f81412957fa5c6d, which routes Qwen throughput profiles to affine K8/V4, quantizes eligible prompt caches before steady-state decode, records active K8/V4 attention paths in runtime snapshots, and exposes the real-model-inference-v1 evidence suite.", - "The current continuation pair remains failed/non-green until native-performance, real-model-inference, full benchmark-matrix, performance-parity, quality-memory, and fallback evidence pass; historical app-host smoke from earlier pins is retained only as prior evidence.", - "Post-Wave0 stabilization updated the current pair with passing mlx-swift TurboQuant tests, passing mlx-swift-lm TurboQuant tests, passing Pines pin/TurboQuant tests, and a passing app-hosted physical-device iOS smoke on iPhone16,2 for the exact pins.", - "The current physical-device smoke artifact is /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. It reports 8K qwen3.5-2b turbo4v2 synthetic attention-shape smoke: compressed 48.95 tok/s, plain 643.10 tok/s, speed ratio 0.0761, cosine 0.999992, and 2.21x KV memory reduction. The manifest classifies this smoke-only evidence as productClaimLevel=unverified, realModelInferenceEvidence=missing, and nativeBackendPerformanceEvidence=not-proven; future app-host reruns emit that classification directly in diagnostics.", - "Latest Mac real-model Qwen3.5-2B K8/Vx evidence for the current local pair is documented at /Users/mt/Programming/Schtack/pines/docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md and raw artifact /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-k8vx-realmodel-20260601T144308Z/k8vx-quality-speed-summary.md. Dense K8/V4 passes current 32K/64K FP16-referenced logit gates; K8/V3 and K8/V2 preserve top-1 but fail P95 max-logit-error gates. At 128K, dense K8/V4 is the compressed reference because FP16 raw KV alone is about 16 GiB before model/runtime overhead on this 16 GB Mac.", + "Current integration pins mlx-swift d378d85c114b38c0919d5f6f7a489528427cb23d, which includes the quantized SDPA Swift APIs, a warning-free SwiftPM Metal plugin that targets the active Apple SDK, and an Apple-mobile-safe nested CPU JIT gate.", + "Current integration pins mlx-swift-lm 1ab388ff78eaa572b2eb9de2b330d218818b3920, which includes long-context prompt-lookup self-speculation, subsequent model/runtime hardening, and the exact iOS-compatible core dependency.", + "The current continuation pair has exact-pair physical app-host synthetic smoke and a focused 4K Qwen3.5 0.8B real-model smoke, but remains failed/non-green until native-performance, the full real-model-inference benchmark matrix, performance-parity, quality-memory, and fallback evidence pass; historical app-host smoke from earlier pins is retained only as prior evidence.", + "Post-Wave0 stabilization produced passing dependency tests and app-hosted physical-device smoke for a prior pin pair. Those results are historical and are not exact-current-pair evidence.", + "The historical physical-device smoke artifact is /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. It reports 8K qwen3.5-2b turbo4v2 synthetic attention-shape smoke and remains unverified prior-pair evidence only.", + "Historical Mac real-model Qwen3.5-2B K8/Vx evidence is documented at /Users/mt/Programming/Schtack/pines/docs/turboquant-implementation/baselines/20260601T144308Z-k8vx-realmodel-quality-speed.md and raw artifact /Users/mt/Programming/Schtack/mlx-forks/artifacts/turboquant-k8vx-realmodel-20260601T144308Z/k8vx-quality-speed-summary.md. It belongs to a prior tuple and cannot promote the current pins.", "Native Sparse-V threshold, top-k, cumulative-mass, and hybrid cumulative-plus-top-k diagnostics are wired, but Sparse-V remains disabled by default and non-promoted until real-model speed, memory, quality, task, fallback, and iOS physical-device evidence passes.", - "The pair remains failed/non-green because compressed equal-context throughput is still below raw FP16, current physical-device evidence for these exact pins is synthetic smoke only, and full release benchmark/quality/fallback evidence is incomplete. TurboQuant remains a capacity route until later evidence proves parity.", + "The pair remains failed/non-green because exact-pair physical-device evidence is limited to synthetic app-host smoke plus one small real-model comparison, while the release benchmark matrix, stable native-path performance, quality, memory, and fallback evidence is incomplete. TurboQuant remains an unverified capacity route until later evidence proves the tuple.", "Authoritative current-pair status is failed/non-green. Historical pass, smoke, simulator, and Mac proof evidence remains retained below but is superseded by the Wave 0 baseline and cannot green the current pair.", "Pins alone establish only an unverified compatibility identity. Verified and Certified product labels require accepted real-device evidence for the exact model/device/mode tuple plus passing quality, memory, throughput, and fallback gates.", "Wave 2 INT-2A updated project.yml, generated Xcode project pins, Xcode Package.resolved, and docs/TURBOQUANT.md to the validated Wave 1 MLX pair.", @@ -593,7 +613,7 @@ "mlx-swift b187523536c6923562e3a81613e169da9321f812 adds the opt-in cooperative coalesced QK decode path behind TQ_COOP=1 for long-context A-series validation.", "mlx-swift-lm 1bf1cc246e17c48527a32c99fffcde41b84cd725 removes the legacy turbo3 bit-metadata alias as a distinct advertised profile and adds the TurboQuantBench library/test harness for physical-device attention sweeps.", "Pines pins mlx-swift b187523536c6923562e3a81613e169da9321f812 plus mlx-swift-lm 1bf1cc246e17c48527a32c99fffcde41b84cd725 and exposes a Debug app-hosted TurboQuant benchmark launch mode so real iPhone runs no longer depend on tool-hosted Swift package tests.", - "The 2026-05-31 app-hosted smoke run on iPhone16,2 / iPhone 15 Pro Max completed inside the Pines app host for the current pair. It confirms the device execution path and artifact capture, while the 8K turbo4v2 compressed-vs-plain result still shows compressed attention far below equal-context FP16 throughput: 22.22 tok/s compressed, 634.54 tok/s plain, 0.0350 speed ratio, 0.999824 cosine similarity, and 3.05x KV memory reduction.", + "The 2026-05-31 app-hosted smoke run on iPhone16,2 / iPhone 15 Pro Max completed inside the Pines app host for a prior pair. It confirms the historical device execution path and artifact capture but is not evidence for the current tuple.", "Wave 0 baseline capture turboquant-wave0-20260531T024557Z recorded repo state for mlx, mlx-c, mlx-swift, mlx-swift-lm, and pines plus benchmark/test/build artifacts under /Users/mt/Programming/Schtack/mlx-forks/artifacts and /Users/mt/Programming/Schtack/pines/artifacts.", "Wave 0 Mac TurboQuantBenchmark completed the 8K/16K/32K/64K/128K matrix for turbo8, turbo4v2, and turbo3_5 in default and TQ_COOP=1 modes. The capture harness now preserves route/backend/kernel flags and plain-vs-compressed speed ratio fields for reruns.", "Wave 0 local release status is non-green: mlx-swift swift test --filter TurboQuant failed in testTurboQuantMetalLowerBitQKMatchesProductReferenceWhenAvailable with 144 lower-bit QK reference failures; mlx-swift-lm TurboQuant tests/builds, Pines pin drift, package-pin checks, and generic iOS build passed.", @@ -602,13 +622,13 @@ ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", - "pinnedMLXSwift": "609e8333671419ee1dbe928eeee7f48a24682631", - "pinnedMLXSwiftLM": "725add5dd15ef6c1c01073ce9f81412957fa5c6d", - "compatibilityPairID": "mlx-swift-609e8333671419ee1dbe928eeee7f48a24682631+mlx-swift-lm-725add5dd15ef6c1c01073ce9f81412957fa5c6d", - "releaseGate": "non-green after affine K8/V4 continuation: Pines pins mlx-swift 609e8333671419ee1dbe928eeee7f48a24682631 plus mlx-swift-lm 725add5dd15ef6c1c01073ce9f81412957fa5c6d. Local gates pass and Mac real-model inference evidence exists, but compressed equal-context throughput remains below raw FP16, exact-pin physical-device evidence is still synthetic smoke only, and full release benchmark/quality/fallback evidence is incomplete before any Verified or Certified claim." + "pinnedMLXSwift": "d378d85c114b38c0919d5f6f7a489528427cb23d", + "pinnedMLXSwiftLM": "1ab388ff78eaa572b2eb9de2b330d218818b3920", + "compatibilityPairID": "mlx-swift-d378d85c114b38c0919d5f6f7a489528427cb23d+mlx-swift-lm-1ab388ff78eaa572b2eb9de2b330d218818b3920", + "releaseGate": "non-green after the platform-aware MLX integration pin move: Pines pins mlx-swift d378d85c114b38c0919d5f6f7a489528427cb23d plus mlx-swift-lm 1ab388ff78eaa572b2eb9de2b330d218818b3920. Exact-pair physical app-host synthetic smoke and a focused 4K Qwen3.5 0.8B real-model comparison passed, but native-path performance confidence, broader quality, memory, fallback, imported-product-evidence, and benchmark-matrix gates remain required before any Verified or Certified claim." }, - "statusReason": "Authoritative current-pair status is failed/non-green. The continuation pair pins mlx-swift 609e8333671419ee1dbe928eeee7f48a24682631 and mlx-swift-lm 725add5dd15ef6c1c01073ce9f81412957fa5c6d, adding native affine K8/V4 mixed quantized SDPA and LM prompt-cache routing. Exact-pin physical-device app-host smoke completed on iPhone16,2, but it is synthetic attention-shape smoke only. Release comparisons now require real model inference. Mac real-model inference evidence exists, performance parity is not achieved, and full release benchmark/quality/fallback evidence is still incomplete.", - "compatibilityPairID": "mlx-swift-609e8333671419ee1dbe928eeee7f48a24682631+mlx-swift-lm-725add5dd15ef6c1c01073ce9f81412957fa5c6d", + "statusReason": "Authoritative current-pair status is failed/non-green. The integration pair pins platform-aware, Apple-mobile-compatible mlx-swift d378d85c114b38c0919d5f6f7a489528427cb23d and mlx-swift-lm 1ab388ff78eaa572b2eb9de2b330d218818b3920, retaining the Swift quantized-SDPA surface, model/runtime hardening, and long-context self-speculation integration. Exact-pair signed physical-device synthetic smoke and a focused 4K Qwen3.5 0.8B real-model comparison passed on iPhone16,2. Release comparisons require real-model inference across the full acceptance matrix; this two-repeat result has a wide ratio interval and missing selected-path diagnostics, prior-pair smoke and Mac evidence are historical only, performance parity is not established for this pair, and the broader release benchmark, quality, memory, and fallback evidence remains incomplete.", + "compatibilityPairID": "mlx-swift-d378d85c114b38c0919d5f6f7a489528427cb23d+mlx-swift-lm-1ab388ff78eaa572b2eb9de2b330d218818b3920", "claimPolicy": { "pinsOnlyEvidenceLevel": "unverified", "verifiedOrCertifiedProductClaimsAllowed": false, diff --git a/project.yml b/project.yml index 00f88e7..d80f1ed 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: 609e8333671419ee1dbe928eeee7f48a24682631 + revision: d378d85c114b38c0919d5f6f7a489528427cb23d MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 725add5dd15ef6c1c01073ce9f81412957fa5c6d + revision: 1ab388ff78eaa572b2eb9de2b330d218818b3920 SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 diff --git a/scripts/ci/check-mlx-package-pins.sh b/scripts/ci/check-mlx-package-pins.sh index d58246c..a509d7a 100755 --- a/scripts/ci/check-mlx-package-pins.sh +++ b/scripts/ci/check-mlx-package-pins.sh @@ -5,8 +5,8 @@ MLX_SWIFT_REPO="${MLX_SWIFT_REPO:-https://github.com/RNT56/mlx-swift}" MLX_SWIFT_LM_REPO="${MLX_SWIFT_LM_REPO:-https://github.com/RNT56/mlx-swift-lm}" MLX_SWIFT_MIN_REVISION="6820f3c6b85bdd73a288f5796ba78c4cd40efd91" MLX_SWIFT_LM_MIN_REVISION="861a9bd0e581317ddfce7446d306cbbb7916a75f" -MLX_SWIFT_NESTED_MLX_REVISION="6e140e7a4442febe14de38adb46206f6d6b21384" -MLX_SWIFT_NESTED_MLX_C_REVISION="17a9ae217816c4ad45673237dfee55a5e7992ce0" +MLX_SWIFT_NESTED_MLX_REVISION="e230d124a1fdcb5f4b3daab6321744a7a8b6a9f2" +MLX_SWIFT_NESTED_MLX_C_REVISION="2fbeccd5a6ec6f7aadedaf1d3dfb2894ef44fbc1" PROJECT_FILE="Pines.xcodeproj/project.pbxproj" XCODE_PACKAGE_RESOLVED="Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved" TURBOQUANT_DOC="docs/TURBOQUANT.md" diff --git a/site/package-lock.json b/site/package-lock.json index 7bdfe12..a3651d1 100644 --- a/site/package-lock.json +++ b/site/package-lock.json @@ -8,46 +8,228 @@ "name": "pines-site", "version": "0.1.0", "dependencies": { - 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"node_modules/unist-util-visit-children": { - "version": "3.0.0", - "resolved": "https://registry.npmjs.org/unist-util-visit-children/-/unist-util-visit-children-3.0.0.tgz", - "integrity": "sha512-RgmdTfSBOg04sdPcpTSD1jzoNBjt9a80/ZCzp5cI9n1qPzLZWF9YdvWGN2zmTumP1HWhXKdUWexjy/Wy/lJ7tA==", - "license": "MIT", - "dependencies": { - "@types/unist": "^3.0.0" - }, - "funding": { - "type": "opencollective", - "url": "https://opencollective.com/unified" - } - }, "node_modules/unist-util-visit-parents": { "version": "6.0.2", "resolved": "https://registry.npmjs.org/unist-util-visit-parents/-/unist-util-visit-parents-6.0.2.tgz", @@ -4713,20 +4062,6 @@ "url": "https://opencollective.com/unified" } }, - "node_modules/vfile-location": { - "version": "5.0.3", - "resolved": "https://registry.npmjs.org/vfile-location/-/vfile-location-5.0.3.tgz", - "integrity": "sha512-5yXvWDEgqeiYiBe1lbxYF7UMAIm/IcopxMHrMQDq3nvKcjPKIhZklUKL+AE7J7uApI4kwe2snsK+eI6UTj9EHg==", - "license": "MIT", - "dependencies": { - "@types/unist": "^3.0.0", - "vfile": "^6.0.0" - }, - "funding": { - "type": "opencollective", - "url": "https://opencollective.com/unified" - } - }, "node_modules/vfile-message": { "version": "4.0.3", "resolved": "https://registry.npmjs.org/vfile-message/-/vfile-message-4.0.3.tgz", @@ -4742,17 +4077,16 @@ } }, "node_modules/vite": { - "version": "7.3.3", - "resolved": "https://registry.npmjs.org/vite/-/vite-7.3.3.tgz", - "integrity": "sha512-/4XH147Ui7OGTjg3HbdWe5arnZQSbfuRzdr9Ec7TQi5I7R+ir0Rlc9GIvD4v0XZurELqA035KVXJXpR61xhiTA==", + "version": "8.1.4", + "resolved": "https://registry.npmjs.org/vite/-/vite-8.1.4.tgz", + "integrity": "sha512-bTT9PsdWO+MQMNG9ZXIP/qM9wGh37DFxTV/sPq9cFpHr3w4jkgef032PkAL9jAqhk3Nz8NQw3O8n6/xFkqO4QQ==", "license": "MIT", "dependencies": { - "esbuild": "^0.27.0", - "fdir": "^6.5.0", - "picomatch": "^4.0.3", - "postcss": "^8.5.6", - "rollup": "^4.43.0", - "tinyglobby": "^0.2.15" + "lightningcss": "^1.32.0", + "picomatch": "^4.0.5", + "postcss": "^8.5.16", + "rolldown": "~1.1.4", + "tinyglobby": "^0.2.17" }, "bin": { "vite": "bin/vite.js" @@ -4768,9 +4102,10 @@ }, "peerDependencies": { "@types/node": "^20.19.0 || >=22.12.0", + "@vitejs/devtools": "^0.3.0", + "esbuild": "^0.27.0 || ^0.28.0", "jiti": ">=1.21.0", "less": "^4.0.0", - "lightningcss": "^1.21.0", "sass": "^1.70.0", "sass-embedded": "^1.70.0", "stylus": ">=0.54.8", @@ -4783,13 +4118,16 @@ "@types/node": { "optional": true }, - "jiti": { + "@vitejs/devtools": { "optional": true }, - "less": { + "esbuild": { + "optional": true + }, + "jiti": { "optional": true }, - "lightningcss": { + "less": { "optional": true }, "sass": { @@ -4834,25 +4172,6 @@ } } }, - "node_modules/web-namespaces": { - "version": "2.0.1", - "resolved": "https://registry.npmjs.org/web-namespaces/-/web-namespaces-2.0.1.tgz", - "integrity": "sha512-bKr1DkiNa2krS7qxNtdrtHAmzuYGFQLiQ13TsorsdT6ULTkPLKuu5+GsFpDlg6JFjUTwX2DyhMPG2be8uPrqsQ==", - "license": "MIT", - "funding": { - "type": "github", - "url": "https://github.com/sponsors/wooorm" - } - }, - "node_modules/which-pm-runs": { - "version": "1.1.0", - "resolved": "https://registry.npmjs.org/which-pm-runs/-/which-pm-runs-1.1.0.tgz", - "integrity": "sha512-n1brCuqClxfFfq/Rb0ICg9giSZqCS+pLtccdag6C2HyufBrh3fBOiy9nb6ggRMvWOVH5GrdJskj5iGTZNxd7SA==", - "license": "MIT", - "engines": { - "node": ">=4" - } - }, "node_modules/xxhash-wasm": { "version": "1.1.0", "resolved": "https://registry.npmjs.org/xxhash-wasm/-/xxhash-wasm-1.1.0.tgz", diff --git a/site/package.json b/site/package.json index 4a411b2..d26f2e3 100644 --- a/site/package.json +++ b/site/package.json @@ -3,13 +3,17 @@ "version": "0.1.0", "private": true, "type": "module", + "engines": { + "node": ">=22.12.0", + "npm": ">=9.6.5" + }, "scripts": { "dev": "astro dev --host 127.0.0.1", "build": "astro build", "preview": "astro preview --host 127.0.0.1" }, "dependencies": { - "@astrojs/sitemap": "3.7.2", - "astro": "6.3.5" + "@astrojs/sitemap": "3.7.3", + "astro": "7.0.7" } } diff --git a/site/src/components/ProductTour.astro b/site/src/components/ProductTour.astro index 2cc426f..655ea9e 100644 --- a/site/src/components/ProductTour.astro +++ b/site/src/components/ProductTour.astro @@ -16,9 +16,9 @@ const tabs = [ kicker: "MLX on device", title: "Install local models with practical guardrails.", body: "Pines helps you review compatible MLX models, staged downloads, runtime shape, and device constraints before you rely on them.", - facts: ["Curated verified models", "Runtime diagnostics", "TurboQuant profile defaults"], + facts: ["Curated model catalog", "Runtime diagnostics", "Evidence-gated TurboQuant profiles"], visualTitle: "Model Readiness", - visualItems: ["Verified MLX model", "Footprint review", "Device profile", "Download staged"], + visualItems: ["MLX compatibility", "Footprint review", "Device profile", "Download staged"], }, { id: "vault", diff --git a/site/src/pages/privacy.astro b/site/src/pages/privacy.astro index 649a089..a34f1a9 100644 --- a/site/src/pages/privacy.astro +++ b/site/src/pages/privacy.astro @@ -18,11 +18,11 @@ const policies = [ }, { title: "Optional sync", - body: "CloudKit sync is opt-in and excludes API keys, model binaries, prompt caches, transient tool state, browser state, and generated embeddings by default.", + body: "Encrypted CloudKit sync is opt-in for settings, Project Spaces, chats, and enabled Vault content. It excludes API keys, model binaries, prompt caches, transient tool state, browser state, and generated embeddings by default.", }, { title: "Tool boundaries", - body: "Tools declare permissions, network policy, side-effect level, timeout, and explanation requirements. Private local data tools are scoped through app repositories.", + body: "Tools declare permissions, network policy, side-effect level, timeout, and explanation requirements. Web fetches are public-network-only and bounded; unannotated MCP tools are treated as remote-state-changing.", }, ]; --- diff --git a/site/src/pages/status.astro b/site/src/pages/status.astro index 48d1a03..9e3c4b8 100644 --- a/site/src/pages/status.astro +++ b/site/src/pages/status.astro @@ -4,18 +4,19 @@ import SiteNav from "../components/SiteNav.astro"; import SiteFooter from "../components/SiteFooter.astro"; const implemented = [ - "iPhone app surfaces for Chats, Models, Vault, and Settings.", + "iPhone app surfaces for Chats, Models, Vault, Artifacts, and Settings, with Project Spaces shared by Chats and Vault.", "Local model route with MLX runtime integration, model discovery, preflight, installs, and deletes.", "BYOK cloud routes for OpenAI-compatible endpoints, OpenRouter, Anthropic, and Gemini.", "Vault import for documents and notes, including OCR, chunking, embeddings, search, and retrieval.", "MCP support for tools, resources, prompts, subscriptions, OAuth PKCE, and user-reviewed sampling.", "Approval-aware tools, browser actions, Brave Search BYOK, and local audit events.", "Apple Watch companion for chat access, quick replies, cancellation, and conversation management.", - "Optional private iCloud sync, release validation, and source archive packaging.", + "Optional encrypted private iCloud sync for settings, projects, chats, and enabled Vault content.", ]; const next = [ "Broader real-device acceptance across current iPhone hardware.", + "An upstream platform-aware Metal build-plugin fix for the pinned MLX fork.", "Production UX polish for regeneration, provider editing, sync conflicts, and model compatibility messaging.", "Final App Store privacy validation against the resolved package graph.", "Distribution decisions for TestFlight and App Store availability.", From 4af4869ea667ee53530babc81531c219fcc52895 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 12 Jul 2026 17:20:25 +0200 Subject: [PATCH 69/80] Fix PR-wide repository hygiene Remove legacy trailing whitespace surfaced by the pull-request base comparison so the repository hygiene job evaluates the full branch cleanly. --- .../baselines/20260601T110648Z-speed-memory-baseline.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.md b/docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.md index 2f0cede..b644798 100644 --- a/docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.md +++ b/docs/turboquant-implementation/baselines/20260601T110648Z-speed-memory-baseline.md @@ -1,6 +1,6 @@ # TurboQuant Speed And Memory Baseline -Created UTC: `2026-06-01T11:06:48Z` +Created UTC: `2026-06-01T11:06:48Z` Created local: `2026-06-01 13:06:48 CEST` This baseline records the current real-model speed evidence and KV-cache memory estimates for comparing later TurboQuant, K8/V4, and hybrid-attention changes. From 8b4718b342a85d48760ff512311560dd049b854f Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 12 Jul 2026 17:52:17 +0200 Subject: [PATCH 70/80] Finalize compatible MLX pins and interaction tuning --- DEV_README.md | 4 +- Pines.xcodeproj/project.pbxproj | 4 +- .../xcshareddata/swiftpm/Package.resolved | 4 +- Pines/App/PinesRootView.swift | 6 +- Pines/Feedback/PinesHaptics.swift | 27 ++++++- Pines/Runtime/MLXRuntimeBridge.swift | 2 +- Pines/Runtime/PinesRefreshRateSupport.swift | 3 +- Pines/Views/Chats/ChatsView.swift | 13 +++- PinesTests/CoreSurfaceTests.swift | 17 +++++ .../TurboQuantPinDriftTests.swift | 8 ++- docs/ARCHITECTURE.md | 4 +- docs/STATUS.md | 6 +- docs/TURBOQUANT.md | 14 ++-- .../00-current-state.md | 14 ++-- .../compatibility-pair.json | 70 ++++++++++++------- project.yml | 4 +- 16 files changed, 138 insertions(+), 62 deletions(-) diff --git a/DEV_README.md b/DEV_README.md index 8174e3f..6a48ac0 100644 --- a/DEV_README.md +++ b/DEV_README.md @@ -225,8 +225,8 @@ Current app-level limits and defaults: The iOS app links exact maintained MLX fork revisions through `project.yml` and the generated Xcode project: -- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `d378d85c114b38c0919d5f6f7a489528427cb23d` -- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `1ab388ff78eaa572b2eb9de2b330d218818b3920` +- `MLXSwift`: `https://github.com/RNT56/mlx-swift` at `bcf93af23f11428f6f01efb0bb4b9020cd2eb383` +- `MLXSwiftLM`: `https://github.com/RNT56/mlx-swift-lm` at `aeaa8e3024a82b25969741b53c749b28ddc64d1a` - Nested `mlx` inside `MLXSwift`: `e230d124a1fdcb5f4b3daab6321744a7a8b6a9f2` - Nested `mlx-c` inside `MLXSwift`: `2fbeccd5a6ec6f7aadedaf1d3dfb2894ef44fbc1` diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index ae84e59..52ddb2a 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -1471,7 +1471,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift"; requirement = { kind = revision; - revision = d378d85c114b38c0919d5f6f7a489528427cb23d; + revision = bcf93af23f11428f6f01efb0bb4b9020cd2eb383; }; }; A43A495519F824800780FBF4 /* XCRemoteSwiftPackageReference "SQLCipher.swift" */ = { @@ -1487,7 +1487,7 @@ repositoryURL = "https://github.com/RNT56/mlx-swift-lm"; requirement = { kind = revision; - revision = 1ab388ff78eaa572b2eb9de2b330d218818b3920; + revision = aeaa8e3024a82b25969741b53c749b28ddc64d1a; }; }; ED47E05C90C98D4D028DE9BB /* XCRemoteSwiftPackageReference "GRDB.swift" */ = { diff --git a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved index ac7dfb3..a9ddff9 100644 --- a/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved +++ b/Pines.xcodeproj/project.xcworkspace/xcshareddata/swiftpm/Package.resolved @@ -42,7 +42,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift", "state" : { - "revision" : "d378d85c114b38c0919d5f6f7a489528427cb23d" + "revision" : "bcf93af23f11428f6f01efb0bb4b9020cd2eb383" } }, { @@ -50,7 +50,7 @@ "kind" : "remoteSourceControl", "location" : "https://github.com/RNT56/mlx-swift-lm", "state" : { - "revision" : "1ab388ff78eaa572b2eb9de2b330d218818b3920" + "revision" : "aeaa8e3024a82b25969741b53c749b28ddc64d1a" } }, { diff --git a/Pines/App/PinesRootView.swift b/Pines/App/PinesRootView.swift index 04f869f..53eda78 100644 --- a/Pines/App/PinesRootView.swift +++ b/Pines/App/PinesRootView.swift @@ -346,7 +346,11 @@ struct PinesRootView: View { if let services { Task { await services.mlxRuntime.setForegroundActive(true) - await appModel.syncCloudKitNow(services: services, reason: "foreground_active") + appModel.scheduleCloudKitSync( + services: services, + reason: "foreground_active", + delaySeconds: 3 + ) } } if appLockEnabled, isPrivacyLocked { diff --git a/Pines/Feedback/PinesHaptics.swift b/Pines/Feedback/PinesHaptics.swift index 28925f3..55aa1f7 100644 --- a/Pines/Feedback/PinesHaptics.swift +++ b/Pines/Feedback/PinesHaptics.swift @@ -79,6 +79,27 @@ enum PinesHapticEvent: Hashable { true } } + + var preparesFollowingPlayback: Bool { + switch self { + case .firstToken, .streamPulse, .streamMilestone, .scrollUp, .scrollDown: + false + case .appReady, + .tabChanged, + .navigationSelected, + .primaryAction, + .destructiveAction, + .sendCommitted, + .runAccepted, + .scrollBoundaryTop, + .scrollBoundaryBottom, + .toolApprovalNeeded, + .runCompleted, + .runCancelled, + .runFailed: + true + } + } } struct PinesHapticSignal: Identifiable, Equatable { @@ -255,7 +276,9 @@ final class PinesHaptics: ObservableObject { playExpressive(event) } - prepare() + if event.preparesFollowingPlayback { + prepare() + } #endif } @@ -591,7 +614,7 @@ private struct PinesExpressiveScrollGeometryHapticsModifier: ViewModifier { } private func quantizedScrollOffset(_ value: CGFloat) -> CGFloat { - let step: CGFloat = 24 + let step: CGFloat = 48 return (value / step).rounded() * step } diff --git a/Pines/Runtime/MLXRuntimeBridge.swift b/Pines/Runtime/MLXRuntimeBridge.swift index 76a55b2..70619f2 100644 --- a/Pines/Runtime/MLXRuntimeBridge.swift +++ b/Pines/Runtime/MLXRuntimeBridge.swift @@ -423,7 +423,7 @@ private actor LocalRuntimeSupervisor { struct MLXRuntimeBridge: Sendable { static let turboQuantCompatibilityPairID = - "mlx-swift-d378d85c114b38c0919d5f6f7a489528427cb23d+mlx-swift-lm-1ab388ff78eaa572b2eb9de2b330d218818b3920" + "mlx-swift-bcf93af23f11428f6f01efb0bb4b9020cd2eb383+mlx-swift-lm-aeaa8e3024a82b25969741b53c749b28ddc64d1a" /// N2: prompt-length admission floor for draft-model-free self-speculation (lever ①). /// Speculation is a long-context lever (crossover ≈12–16K; N7 async prefetch erases the diff --git a/Pines/Runtime/PinesRefreshRateSupport.swift b/Pines/Runtime/PinesRefreshRateSupport.swift index c218e90..248c1f0 100644 --- a/Pines/Runtime/PinesRefreshRateSupport.swift +++ b/Pines/Runtime/PinesRefreshRateSupport.swift @@ -6,6 +6,7 @@ import UIKit enum PinesRefreshRatePolicy { static let baselineFramesPerSecond = 60 + static let highMotionMinimumFramesPerSecond = 80 static func supportsHighRefresh(maximumFramesPerSecond: Int) -> Bool { maximumFramesPerSecond > baselineFramesPerSecond @@ -18,7 +19,7 @@ enum PinesRefreshRatePolicy { let maximum = Float(maximumFramesPerSecond) return CAFrameRateRange( - minimum: Float(baselineFramesPerSecond), + minimum: min(Float(highMotionMinimumFramesPerSecond), maximum), maximum: maximum, preferred: maximum ) diff --git a/Pines/Views/Chats/ChatsView.swift b/Pines/Views/Chats/ChatsView.swift index 826de4c..8465d1c 100644 --- a/Pines/Views/Chats/ChatsView.swift +++ b/Pines/Views/Chats/ChatsView.swift @@ -574,6 +574,7 @@ private struct ChatTranscriptView: View { @State private var isAutoScrollPinned = true @State private var isComposerFocused = false @State private var openSwipeMessageID: UUID? + @State private var isTranscriptDragging = false @State private var lastTranscriptInteractionAt = Date.distantPast let thread: PinesThreadPreview @@ -771,19 +772,25 @@ private struct ChatTranscriptView: View { } private var transcriptDragGesture: some Gesture { - DragGesture(minimumDistance: 2, coordinateSpace: .local) + DragGesture(minimumDistance: 12, coordinateSpace: .local) .onChanged { _ in + guard !isTranscriptDragging else { return } + isTranscriptDragging = true lastTranscriptInteractionAt = Date() - if chatState.activeRunID != nil && !isNearTranscriptBottom { + if chatState.activeRunID != nil, !isNearTranscriptBottom, isAutoScrollPinned { isAutoScrollPinned = false } guard isComposerFocused else { return } isComposerFocused = false } + .onEnded { _ in + lastTranscriptInteractionAt = Date() + isTranscriptDragging = false + } } private var shouldAutoScrollAfterTranscriptChange: Bool { - Date().timeIntervalSince(lastTranscriptInteractionAt) > 0.35 + !isTranscriptDragging && Date().timeIntervalSince(lastTranscriptInteractionAt) > 0.35 } private var shouldAutoScrollLiveMessage: Bool { diff --git a/PinesTests/CoreSurfaceTests.swift b/PinesTests/CoreSurfaceTests.swift index 64e5e54..4f88dba 100644 --- a/PinesTests/CoreSurfaceTests.swift +++ b/PinesTests/CoreSurfaceTests.swift @@ -1,6 +1,7 @@ import Foundation import XCTest import PinesCore +@testable import pines final class CoreSurfaceTests: XCTestCase { func testInferenceWatchdogGuardsStalledFirstEventStream() async throws { @@ -191,9 +192,25 @@ final class CoreSurfaceTests: XCTestCase { ) XCTAssertTrue(refreshSupport.contains("UIUpdateLink")) XCTAssertTrue(refreshSupport.contains("preferredFrameRateRange")) + XCTAssertTrue(refreshSupport.contains("highMotionMinimumFramesPerSecond = 80")) XCTAssertFalse(refreshSupport.contains("requiresContinuousUpdates")) } + func testHighRefreshPolicyRequestsHighMotionCadence() { + let range = PinesRefreshRatePolicy.preferredFrameRateRange(maximumFramesPerSecond: 120) + + XCTAssertEqual(range.minimum, 80) + XCTAssertEqual(range.maximum, 120) + XCTAssertEqual(range.preferred, 120) + } + + func testContinuousHapticsDoNotReprepareEveryFeedbackPulse() { + XCTAssertFalse(PinesHapticEvent.scrollUp.preparesFollowingPlayback) + XCTAssertFalse(PinesHapticEvent.scrollDown.preparesFollowingPlayback) + XCTAssertFalse(PinesHapticEvent.streamPulse.preparesFollowingPlayback) + XCTAssertTrue(PinesHapticEvent.primaryAction.preparesFollowingPlayback) + } + func testArtifactsTabRoutesToExtractedWorkspace() throws { let repoRoot = URL(fileURLWithPath: #filePath) .deletingLastPathComponent() diff --git a/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift b/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift index bedcd7f..00ca185 100644 --- a/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift +++ b/Tests/PinesCoreTests/TurboQuantPinDriftTests.swift @@ -80,7 +80,7 @@ struct TurboQuantPinDriftTests { $0.contains("Full release benchmark-matrix") } ) - #expect(compatibility.statusReason.contains("focused 4K Qwen3.5 0.8B real-model comparison passed")) + #expect(compatibility.statusReason.contains("Exact-pair signed physical-device validation must be refreshed")) #expect(compatibility.statusReason.contains("Release comparisons require real-model inference across the full acceptance matrix")) #expect(compatibility.productionPinPromotion?.releaseGate.contains("non-green") == true) #expect(compatibility.productionPinPromotion?.releaseGate.contains("Verified or Certified") == true) @@ -92,11 +92,13 @@ struct TurboQuantPinDriftTests { && $0.result == "passed" && $0.runID != compatibility.wave0Baseline.runID }) - #expect(compatibility.validationCommands.contains { + #expect(compatibility.historicalValidationCommands.contains { $0.repo == "pines" && $0.runID == "device-rm-08b-current-20260712T151100Z" && $0.result == "passed" - && $0.notes?.contains("does not establish native-backend performance parity") == true + && $0.historicalStatus == "superseded" + && $0.notes?.contains("Immediately-prior-pair") == true + && $0.notes?.contains("does not establish final-pair native-backend performance parity") == true }) #expect(compatibility.historicalValidationCommands.contains { $0.repo == "pines" diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md index f5422e9..9e4317b 100644 --- a/docs/ARCHITECTURE.md +++ b/docs/ARCHITECTURE.md @@ -107,8 +107,8 @@ Vault retrieval stores both FP16 embeddings and compressed TurboQuant vector cod The app links MLX through exact fork pins in `project.yml`: -- `https://github.com/RNT56/mlx-swift` at `d378d85c114b38c0919d5f6f7a489528427cb23d` -- `https://github.com/RNT56/mlx-swift-lm` at `1ab388ff78eaa572b2eb9de2b330d218818b3920` +- `https://github.com/RNT56/mlx-swift` at `bcf93af23f11428f6f01efb0bb4b9020cd2eb383` +- `https://github.com/RNT56/mlx-swift-lm` at `aeaa8e3024a82b25969741b53c749b28ddc64d1a` - Nested `mlx` inside `RNT56/mlx-swift` at `e230d124a1fdcb5f4b3daab6321744a7a8b6a9f2` - Nested `mlx-c` inside `RNT56/mlx-swift` at `2fbeccd5a6ec6f7aadedaf1d3dfb2894ef44fbc1` diff --git a/docs/STATUS.md b/docs/STATUS.md index 6d4102b..c27b65a 100644 --- a/docs/STATUS.md +++ b/docs/STATUS.md @@ -1,6 +1,6 @@ # Implementation Status -This repository is a working foundation for `pines`, not a signed App Store distribution yet. The current TurboQuant compatibility pair is non-green. Exact-pair physical-device synthetic smoke and a small Qwen 3.5 0.8B real-model comparison pass, but they do not satisfy the full acceptance matrix or constitute an imported product evidence tuple. Historical synthetic attention-shape and Mac real-model results belong to older or different tuples and are not promotion evidence for this pair. Native Sparse-V threshold/top-k/cumulative/hybrid modes are implemented but not promoted. Model/device/mode `Verified` and `Certified` claims remain gated on accepted exact-pair real-device evidence. +This repository is a working foundation for `pines`, not a signed App Store distribution yet. The current TurboQuant compatibility pair is non-green. Immediately-prior-pair physical-device synthetic smoke and a small Qwen 3.5 0.8B real-model comparison pass, but a manifest-only SwiftPM compatibility revision changed the immutable pair identity. Those results are now historical; they do not satisfy the current-pair acceptance matrix or constitute an imported product evidence tuple. Earlier synthetic attention-shape and Mac real-model results also belong to older or different tuples and are not promotion evidence for this pair. Native Sparse-V threshold/top-k/cumulative/hybrid modes are implemented but not promoted. Model/device/mode `Verified` and `Certified` claims remain gated on accepted exact-pair real-device evidence. ## Implemented @@ -57,14 +57,14 @@ This repository is a working foundation for `pines`, not a signed App Store dist - OAuth startup guardrails avoid crashing when authentication is attempted without an active foreground window. - Service bootstrap logs/audits recoverable built-in tool registration and store initialization failures instead of silently discarding them. - App architecture cleanup that splits large files into app model types, GRDB CloudKit sync, design components, MCP payloads, model download support, Settings detail, Models components, and MLX model-family files. -- Exact-pair signed physical-device TurboQuant app-host smoke on `iPhone16,2`, including native compressed-path diagnostics and an explicitly unverified synthetic evidence baseline. +- Historical signed physical-device TurboQuant app-host smoke on `iPhone16,2` for the immediately prior immutable pair, including native compressed-path diagnostics and an explicitly unverified synthetic evidence baseline. ## Not Complete - Real-device TurboQuant acceptance on the A16 through A19 Pro hardware matrix, including stable multi-repeat real-model coverage and at least one imported model/device/mode evidence tuple before any `Verified` or `Certified` product claim. - Production UX hardening for regenerate controls, fuller provider editing, provider-hosted transfer progress/retry/cancellation, richer hosted-tool approvals, CloudKit conflict UI, and detailed model compatibility messaging. - Signed App Store archive/export, TestFlight/App Store upload automation, and final App Store Connect privacy review for the submitted binary. -- The platform-aware, warning-free `mlx-swift` build-tool plugin and Apple-mobile JIT compatibility fix are pinned at `d378d85c114b38c0919d5f6f7a489528427cb23d`; cold iOS device and simulator builds must remain warning-free as part of release validation. +- The platform-aware, warning-free `mlx-swift` build-tool plugin, Apple-mobile JIT compatibility fix, and SwiftPM 6.2 manifest compatibility are pinned at `bcf93af23f11428f6f01efb0bb4b9020cd2eb383`; cold iOS device and simulator builds must remain warning-free as part of release validation. - Remaining monolith candidates are semantic rather than mechanical: `PinesAppModel` still owns high-level orchestration, `SettingsDetailView` owns the full settings editor, and `ModelsViewComponents` owns model list/detail presentation. Split these further only alongside focused feature changes. ## Verification diff --git a/docs/TURBOQUANT.md b/docs/TURBOQUANT.md index 5b8047d..f8ed35b 100644 --- a/docs/TURBOQUANT.md +++ b/docs/TURBOQUANT.md @@ -4,10 +4,10 @@ Pines requests TurboQuant as the default local KV-cache strategy and stores vaul The current MLX fork pins are: -- `RNT56/mlx-swift`: `d378d85c114b38c0919d5f6f7a489528427cb23d` -- `RNT56/mlx-swift-lm`: `1ab388ff78eaa572b2eb9de2b330d218818b3920` +- `RNT56/mlx-swift`: `bcf93af23f11428f6f01efb0bb4b9020cd2eb383` +- `RNT56/mlx-swift-lm`: `aeaa8e3024a82b25969741b53c749b28ddc64d1a` -The current pair is intentionally non-green. Local Pines gates pass, an exact-pair `iPhone16,2` synthetic attention-shape smoke completed on 2026-07-12, and a focused exact-pair Qwen 3.5 0.8B real-model comparison passed at 4K. That two-repeat diagnostic is not a complete acceptance matrix or an imported product evidence tuple; earlier device smoke and Mac K8/V4 measurements remain historical engineering evidence and cannot promote or green the current pair. +The current pair is intentionally non-green. Local Pines gates pass. An immediately-prior-pair `iPhone16,2` synthetic attention-shape smoke completed on 2026-07-12, and a focused Qwen 3.5 0.8B real-model comparison passed at 4K. The current core revision changes only SwiftPM manifest compatibility, but the immutable pair identity changed; those device results are therefore historical. The two-repeat diagnostic is not a complete acceptance matrix or imported product evidence tuple, and neither it nor earlier Mac K8/V4 measurements can promote or green the current pair. This does not promote any model/device/mode to `Verified` or `Certified`. Those labels still require imported real-device evidence for the exact model revision, tokenizer/profile/fallback hashes, device class, context length, quality gate, memory behavior, and active TurboQuant path. @@ -47,8 +47,8 @@ TQ_MODEL_DIR=/path/to/mlx-model scripts/run-turboquant-current-benchmarks.sh - iOS memory warnings soft-recover through the runtime bridge while active generation still has emergency headroom; otherwise they stop the active local run and unload transient MLX containers. - Pine pins `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` to exact TurboQuant fork revisions in `project.yml` and the generated Xcode project. CI rejects drift back to the pre-fix revisions. - Current pins: - - `RNT56/mlx-swift`: `d378d85c114b38c0919d5f6f7a489528427cb23d` - - `RNT56/mlx-swift-lm`: `1ab388ff78eaa572b2eb9de2b330d218818b3920` + - `RNT56/mlx-swift`: `bcf93af23f11428f6f01efb0bb4b9020cd2eb383` + - `RNT56/mlx-swift-lm`: `aeaa8e3024a82b25969741b53c749b28ddc64d1a` - Nested `mlx` inside `RNT56/mlx-swift`: `e230d124a1fdcb5f4b3daab6321744a7a8b6a9f2` - Nested `mlx-c` inside `RNT56/mlx-swift`: `2fbeccd5a6ec6f7aadedaf1d3dfb2894ef44fbc1` - `mlx-swift` exposes additive TurboQuant packed tensor APIs over MLX native packed quantization and quantized matmul, a deterministic PolarQuant/QJL reference codec, custom Metal encode/decode kernels, row-wise compressed-attention code blobs, runtime-layout direct compressed `QK^T`, runtime-layout direct compressed `AV`, runtime-layout compressed decode, `turbo8` high-precision KV-cache mode, device-profile-gated online fused decode, block-parallel fused partial/reduce kernels for long-context decode, automatic block-token planning for 32K/64K/128K/256K decode, fp16/bf16 block-partial value storage with float32 stats/reduce accumulation, a Mac Apple silicon kernel profile, Mac-gated grouped-query block fused decode for Qwen-style GQA, grouped GQA softmax reductions, four-repeat Qwen GQA key reuse, fixed-tail split-magnitude Turbo3.5/Turbo2.5 key reads without prefix scans, compact derived high-lane masks, aligned affine value reads, active-block dispatch for reserved larger caches, reduce-width tuning for block-parallel reductions, Qwen-shaped benchmark head-count and block-token controls, p50/p95 benchmark reporting, word-level packed bit read/write helpers for fixed and mixed TurboQuant schemes, runtime device capabilities, selected kernel profiles, tiny latency probes, opt-in long-context fused warmup, cooperative coalesced QK decode behind `TQ_COOP=1` for A-series validation, per-group QJL residual scaling, quality-gate metrics, and a runtime self-tested backend availability contract. @@ -112,9 +112,9 @@ parity claim until the real-model and device gates pass. ## Physical Device Evidence -Exact-current-pair app-hosted attention smoke validation ran on `iPhone16,2` / A17 Pro / iPhone 15 Pro Max (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-07-12 and is summarized in [the exact-pair iOS baseline](turboquant-implementation/baselines/20260712T150706Z-ios-exact-pair-smoke.md). It proves the signed app-host, native compressed path, and diagnostics export for the active pins, but it is synthetic attention-shape evidence. Parity, `Verified`, and `Certified` gates still require `real-model-inference-v1` evidence from actual model generation/inference comparisons on the current tuple. +Immediately-prior-pair app-hosted attention smoke validation ran on `iPhone16,2` / A17 Pro / iPhone 15 Pro Max (`7BFB7B72-C40C-58A7-B2C6-F075BDE21116`) on 2026-07-12 and is summarized in [the signed iOS baseline](turboquant-implementation/baselines/20260712T150706Z-ios-exact-pair-smoke.md). It proves that pair's signed app-host, native compressed path, and diagnostics export, but it is synthetic attention-shape evidence. The current core revision changes only SwiftPM manifest compatibility, yet the immutable pair identity changed, so the run remains historical rather than exact-current-pair evidence. Parity, `Verified`, and `Certified` gates still require `real-model-inference-v1` evidence from actual model generation/inference comparisons on the current tuple. -A focused exact-pair [Qwen 3.5 0.8B real-model smoke](turboquant-implementation/baselines/20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md) also passed on the same phone at 4K with actual weights and a passing FP16-referenced quality gate. Its two-repeat throughput result is useful diagnostic evidence, but the wide ratio interval and missing selected-path diagnostics prevent native-performance or parity promotion; the full release matrix remains required. +A focused immediately-prior-pair [Qwen 3.5 0.8B real-model smoke](turboquant-implementation/baselines/20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md) also passed on the same phone at 4K with actual weights and a passing FP16-referenced quality gate. Its two-repeat throughput result is useful historical diagnostic evidence, but the changed immutable pair identity, wide ratio interval, and missing selected-path diagnostics prevent current-pair native-performance or parity promotion; the full release matrix remains required. | Model | Artifact | Result | Active profile/path | Observed result | | --- | --- | --- | --- | --- | diff --git a/docs/turboquant-implementation/00-current-state.md b/docs/turboquant-implementation/00-current-state.md index 9e2e3c2..a7b962f 100644 --- a/docs/turboquant-implementation/00-current-state.md +++ b/docs/turboquant-implementation/00-current-state.md @@ -9,16 +9,16 @@ After the Wave 0 baseline capture on 2026-05-31, the active local compatibility | Repo | Branch | Validation commit/pin | | --- | --- | --- | | `pines` | `tq/real-device-evidence-acceptance` | `ebc1d80aba9466da5e72690b26d9155aec72836d` dirty validation base before this evidence update | -| `mlx-swift` | `tq/layout-v5-default-device-tests` | `d378d85c114b38c0919d5f6f7a489528427cb23d` pushed platform-aware Metal and Apple-mobile JIT compatibility pin | -| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `1ab388ff78eaa572b2eb9de2b330d218818b3920` pushed exact-core integration pin | +| `mlx-swift` | `tq/layout-v5-default-device-tests` | `bcf93af23f11428f6f01efb0bb4b9020cd2eb383` pushed SwiftPM 6.2-compatible platform-aware Metal and Apple-mobile JIT compatibility pin | +| `mlx-swift-lm` | `tq/lm-layout-v5-default-device-tests` | `aeaa8e3024a82b25969741b53c749b28ddc64d1a` pushed exact-core integration pin | -Pines pins `MLXSwift` to `d378d85c114b38c0919d5f6f7a489528427cb23d` and `MLXSwiftLM` to `1ab388ff78eaa572b2eb9de2b330d218818b3920` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. +Pines pins `MLXSwift` to `bcf93af23f11428f6f01efb0bb4b9020cd2eb383` and `MLXSwiftLM` to `aeaa8e3024a82b25969741b53c749b28ddc64d1a` across `project.yml`, the generated Xcode project, the Xcode package lockfile, `docs/TURBOQUANT.md`, `MLXRuntimeBridge.turboQuantCompatibilityPairID`, and `compatibility-pair.json`. -Wave 0 evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker, wires native affine K8/V4 mixed quantized SDPA through the MLX Swift LM cache path, and records exact-current-pin physical-device app-host smoke on `iPhone16,2` in `20260712T150706Z-ios-exact-pair-smoke.md`. A focused exact-pair Qwen 3.5 0.8B `real-model-inference-v1` comparison also passes at 4K in `20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md`, but its two-repeat throughput interval is wide and selected-path diagnostics are absent. Mac real-model inference evidence exists for Qwen3.5-2B at 32K and 64K, but it belongs to an earlier tuple. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V4 is the production default for new MLX attention layout requests; Layout V5/V6 remain supported for explicit experimental, benchmark, and compatibility runs only. Exact pins plus focused smoke evidence remain unverified and a complete imported real-device model/device/mode evidence tuple remains required before any `Verified` or `Certified` product claim. +Wave 0 evidence recorded passing Pines pin/build gates and Mac benchmark artifacts, while `mlx-swift swift test --filter TurboQuant` failed lower-bit QK reference checks and the Wave 0 app-hosted iOS smoke ended `failed_environmental` before install/launch. The continuation pass resolves the local TurboQuant test blocker and wires native affine K8/V4 mixed quantized SDPA through the MLX Swift LM cache path. Physical-device app-host smoke on `iPhone16,2` is recorded in `20260712T150706Z-ios-exact-pair-smoke.md`, and a focused Qwen 3.5 0.8B `real-model-inference-v1` comparison passed at 4K in `20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md`. Those runs belong to the immediately prior immutable pair: the current core revision changes only the SwiftPM tools-version manifest and the LM revision only repins that core, but exact pair identity still changed. The runs are therefore historical, and their two-repeat throughput interval is wide with selected-path diagnostics absent. Mac real-model inference evidence exists for Qwen3.5-2B at 32K and 64K, but it also belongs to an earlier tuple. Historical pass, smoke, simulator, and Mac proof evidence is retained for audit only; it does not override the current failed status. Layout V4 is the production default for new MLX attention layout requests; Layout V5/V6 remain supported for explicit experimental, benchmark, and compatibility runs only. The current exact pins remain unverified and a complete imported real-device model/device/mode evidence tuple remains required before any `Verified` or `Certified` product claim. ### Adopted N2 self-speculation (lever ①) + N4 codec surface -`mlx-swift-lm` `1ab388ff78eaa572b2eb9de2b330d218818b3920` exposes +`mlx-swift-lm` `aeaa8e3024a82b25969741b53c749b28ddc64d1a` exposes draft-model-free self-speculation as a product API: `GenerateParameters.selfSpeculationMode` (`.off` default | `.promptLookup`) routed via `makeGenerationIterator(...)`, bit-exact for greedy/no-processor and falling back to exact decode otherwise (incl. non-trimmable hybrid @@ -26,8 +26,8 @@ caches). It pairs with the validated N7 async-prefetch path (16K long-doc 1.43 also adds the data-free Gaussian Lloyd-Max payload codec format (`TurboQuantReferenceFormat.gaussianLloydMax`, 3.2× at equal quality), pending a Metal decode kernel. -The integration pair now pins mlx-swift `d378d85c114b38c0919d5f6f7a489528427cb23d` -plus mlx-swift-lm `1ab388ff78eaa572b2eb9de2b330d218818b3920`, and Pines wires +The integration pair now pins mlx-swift `bcf93af23f11428f6f01efb0bb4b9020cd2eb383` +plus mlx-swift-lm `aeaa8e3024a82b25969741b53c749b28ddc64d1a`, and Pines wires `selfSpeculationMode` into `MLXRuntimeBridge.GenerateParameters`. The pair remains `failed`/`unverified` until exact-pair A-series evidence and the remaining release gates land. Self-speculation ships default-off, so it is inert until explicitly enabled and device-validated. diff --git a/docs/turboquant-implementation/compatibility-pair.json b/docs/turboquant-implementation/compatibility-pair.json index d505bb0..87eebe2 100644 --- a/docs/turboquant-implementation/compatibility-pair.json +++ b/docs/turboquant-implementation/compatibility-pair.json @@ -10,13 +10,13 @@ "mlxSwift": { "repo": "mlx-swift", "branch": "tq/layout-v5-default-device-tests", - "commit": "d378d85c114b38c0919d5f6f7a489528427cb23d", + "commit": "bcf93af23f11428f6f01efb0bb4b9020cd2eb383", "dirtyAtValidation": false }, "mlxSwiftLM": { "repo": "mlx-swift-lm", "branch": "tq/lm-layout-v5-default-device-tests", - "commit": "1ab388ff78eaa572b2eb9de2b330d218818b3920", + "commit": "aeaa8e3024a82b25969741b53c749b28ddc64d1a", "dirtyAtValidation": false }, "wave0Baseline": { @@ -55,27 +55,25 @@ "OpenKVFormat": 1, "PlatformEvidenceDimensions": 1 }, - "validatedAt": "2026-07-12T15:14:32Z", + "validatedAt": "2026-07-12T15:37:54Z", "validationCommands": [ { - "repo": "pines", - "command": "PINES_TQ_REAL_BENCH=1 PINES_TQ_REAL_MODEL=mlx-community/Qwen3.5-0.8B-MLX-4bit PINES_TQ_REAL_CONTEXTS=4096 PINES_TQ_REAL_GEN_TOKENS=8 PINES_TQ_REAL_REPEATS=2 PINES_TQ_REAL_BOOTSTRAP=200", + "repo": "mlx-swift-lm", + "command": "swift package resolve && swift test --filter TurboQuantBenchTests", "result": "passed", - "artifactPath": "/Users/mt/Programming/Schtack/pines/docs/turboquant-implementation/baselines/20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md", - "runID": "device-rm-08b-current-20260712T151100Z", - "startedAt": "2026-07-12T15:11:00Z", - "finishedAt": "2026-07-12T15:14:32Z", - "notes": "Exact-current-pair physical-device real-model smoke passed for the installed Qwen3.5 0.8B MLX 4-bit model at 4K. FP16-referenced quality passed and no raw fallback was allocated; only two throughput repeats were requested, the ratio CI is wide, and selected-path diagnostics were empty, so this does not establish native-backend performance parity or complete the release matrix." + "runID": "swiftpm-62-pin-refresh-20260712", + "startedAt": "2026-07-12T15:30:20Z", + "finishedAt": "2026-07-12T15:30:50Z", + "notes": "The LM fork resolved the SwiftPM 6.2-compatible core revision and all 12 focused TurboQuant benchmark tests passed. This is build and contract evidence, not physical-device or product-claim evidence." }, { "repo": "pines", - "command": "PINES_DEVICE_ID=7BFB7B72-C40C-58A7-B2C6-F075BDE21116 PINES_TQ_BENCH_SKIP_INSTALL=1 PINES_TQ_BENCH_CONTEXTS=8192 PINES_TQ_BENCH_SCHEMES=turbo4v2 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 bash scripts/diagnostics/run-ios-turboquant-bench.sh", + "command": "xcodebuild -resolvePackageDependencies -project Pines.xcodeproj -scheme Pines && bash scripts/ci/check-mlx-package-pins.sh", "result": "passed", - "artifactPath": "/Users/mt/Programming/Schtack/pines/docs/turboquant-implementation/baselines/20260712T150706Z-ios-exact-pair-smoke.md", - "runID": "turboquant-bench-20260712T150706Z", - "startedAt": "2026-07-12T15:07:06Z", - "finishedAt": "2026-07-12T15:07:15Z", - "notes": "Exact-current-pair signed app-host smoke passed on iPhone16,2 with the native MLX compressed path active. The row is synthetic attention-shape evidence with realModel=false and remains Unverified; it does not establish real-model quality or performance parity." + "runID": "swiftpm-62-pin-refresh-20260712", + "startedAt": "2026-07-12T15:31:20Z", + "finishedAt": "2026-07-12T15:37:54Z", + "notes": "The generated Xcode graph resolved the exact final fork pair and the pin-alignment guard passed. Signing authorization prevented refreshing exact-pair device evidence in this run; immediately-prior-pair device evidence remains historical only." }, { "repo": "mlx-swift", @@ -579,8 +577,8 @@ } }, "notes": [ - "Current integration pins mlx-swift d378d85c114b38c0919d5f6f7a489528427cb23d, which includes the quantized SDPA Swift APIs, a warning-free SwiftPM Metal plugin that targets the active Apple SDK, and an Apple-mobile-safe nested CPU JIT gate.", - "Current integration pins mlx-swift-lm 1ab388ff78eaa572b2eb9de2b330d218818b3920, which includes long-context prompt-lookup self-speculation, subsequent model/runtime hardening, and the exact iOS-compatible core dependency.", + "Current integration pins mlx-swift bcf93af23f11428f6f01efb0bb4b9020cd2eb383, which includes the quantized SDPA Swift APIs, a warning-free SwiftPM Metal plugin that targets the active Apple SDK, an Apple-mobile-safe nested CPU JIT gate, and a SwiftPM 6.2-compatible manifest.", + "Current integration pins mlx-swift-lm aeaa8e3024a82b25969741b53c749b28ddc64d1a, which includes long-context prompt-lookup self-speculation, subsequent model/runtime hardening, and the exact iOS-compatible core dependency.", "The current continuation pair has exact-pair physical app-host synthetic smoke and a focused 4K Qwen3.5 0.8B real-model smoke, but remains failed/non-green until native-performance, the full real-model-inference benchmark matrix, performance-parity, quality-memory, and fallback evidence pass; historical app-host smoke from earlier pins is retained only as prior evidence.", "Post-Wave0 stabilization produced passing dependency tests and app-hosted physical-device smoke for a prior pin pair. Those results are historical and are not exact-current-pair evidence.", "The historical physical-device smoke artifact is /Users/mt/Programming/Schtack/pines/artifacts/ios-turboquant-bench-20260531T132622Z. It reports 8K qwen3.5-2b turbo4v2 synthetic attention-shape smoke and remains unverified prior-pair evidence only.", @@ -622,13 +620,13 @@ ], "productionPinPromotion": { "branch": "tq/real-device-evidence-acceptance", - "pinnedMLXSwift": "d378d85c114b38c0919d5f6f7a489528427cb23d", - "pinnedMLXSwiftLM": "1ab388ff78eaa572b2eb9de2b330d218818b3920", - "compatibilityPairID": "mlx-swift-d378d85c114b38c0919d5f6f7a489528427cb23d+mlx-swift-lm-1ab388ff78eaa572b2eb9de2b330d218818b3920", - "releaseGate": "non-green after the platform-aware MLX integration pin move: Pines pins mlx-swift d378d85c114b38c0919d5f6f7a489528427cb23d plus mlx-swift-lm 1ab388ff78eaa572b2eb9de2b330d218818b3920. Exact-pair physical app-host synthetic smoke and a focused 4K Qwen3.5 0.8B real-model comparison passed, but native-path performance confidence, broader quality, memory, fallback, imported-product-evidence, and benchmark-matrix gates remain required before any Verified or Certified claim." + "pinnedMLXSwift": "bcf93af23f11428f6f01efb0bb4b9020cd2eb383", + "pinnedMLXSwiftLM": "aeaa8e3024a82b25969741b53c749b28ddc64d1a", + "compatibilityPairID": "mlx-swift-bcf93af23f11428f6f01efb0bb4b9020cd2eb383+mlx-swift-lm-aeaa8e3024a82b25969741b53c749b28ddc64d1a", + "releaseGate": "non-green after the SwiftPM 6.2-compatible MLX integration pin move: Pines pins mlx-swift bcf93af23f11428f6f01efb0bb4b9020cd2eb383 plus mlx-swift-lm aeaa8e3024a82b25969741b53c749b28ddc64d1a. Exact-pair physical-device validation must be refreshed for this manifest-only core revision; native-path performance confidence, broader quality, memory, fallback, imported-product-evidence, and benchmark-matrix gates remain required before any Verified or Certified claim." }, - "statusReason": "Authoritative current-pair status is failed/non-green. The integration pair pins platform-aware, Apple-mobile-compatible mlx-swift d378d85c114b38c0919d5f6f7a489528427cb23d and mlx-swift-lm 1ab388ff78eaa572b2eb9de2b330d218818b3920, retaining the Swift quantized-SDPA surface, model/runtime hardening, and long-context self-speculation integration. Exact-pair signed physical-device synthetic smoke and a focused 4K Qwen3.5 0.8B real-model comparison passed on iPhone16,2. Release comparisons require real-model inference across the full acceptance matrix; this two-repeat result has a wide ratio interval and missing selected-path diagnostics, prior-pair smoke and Mac evidence are historical only, performance parity is not established for this pair, and the broader release benchmark, quality, memory, and fallback evidence remains incomplete.", - "compatibilityPairID": "mlx-swift-d378d85c114b38c0919d5f6f7a489528427cb23d+mlx-swift-lm-1ab388ff78eaa572b2eb9de2b330d218818b3920", + "statusReason": "Authoritative current-pair status is failed/non-green. The integration pair pins SwiftPM 6.2-compatible, platform-aware, Apple-mobile-compatible mlx-swift bcf93af23f11428f6f01efb0bb4b9020cd2eb383 and mlx-swift-lm aeaa8e3024a82b25969741b53c749b28ddc64d1a, retaining the Swift quantized-SDPA surface, model/runtime hardening, and long-context self-speculation integration. Exact-pair signed physical-device validation must be refreshed for this manifest-only core revision. Release comparisons require real-model inference across the full acceptance matrix; prior-pair smoke and Mac evidence are historical only, performance parity is not established for this pair, and the broader release benchmark, quality, memory, and fallback evidence remains incomplete.", + "compatibilityPairID": "mlx-swift-bcf93af23f11428f6f01efb0bb4b9020cd2eb383+mlx-swift-lm-aeaa8e3024a82b25969741b53c749b28ddc64d1a", "claimPolicy": { "pinsOnlyEvidenceLevel": "unverified", "verifiedOrCertifiedProductClaimsAllowed": false, @@ -657,6 +655,30 @@ "notes": "Status cannot become green until current-pair evidence explicitly passes native backend performance, compressed-vs-plain performance parity, full benchmark-matrix, and real-device app-host gates. App-host benchmark artifacts must carry hybrid/native cache diagnostics." }, "historicalValidationCommands": [ + { + "repo": "pines", + "command": "PINES_TQ_REAL_BENCH=1 PINES_TQ_REAL_MODEL=mlx-community/Qwen3.5-0.8B-MLX-4bit PINES_TQ_REAL_CONTEXTS=4096 PINES_TQ_REAL_GEN_TOKENS=8 PINES_TQ_REAL_REPEATS=2 PINES_TQ_REAL_BOOTSTRAP=200", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/pines/docs/turboquant-implementation/baselines/20260712T151432Z-ios-qwen35-08b-realmodel-smoke.md", + "runID": "device-rm-08b-current-20260712T151100Z", + "startedAt": "2026-07-12T15:11:00Z", + "finishedAt": "2026-07-12T15:14:32Z", + "notes": "Immediately-prior-pair physical-device real-model smoke passed for the installed Qwen3.5 0.8B MLX 4-bit model at 4K. FP16-referenced quality passed and no raw fallback was allocated; only two throughput repeats were requested, the ratio CI is wide, and selected-path diagnostics were empty. A manifest-only SwiftPM compatibility revision now changes the exact pair, so this remains historical evidence and does not establish final-pair native-backend performance parity or complete the release matrix.", + "historicalStatus": "superseded", + "supersededByRunID": "swiftpm-62-pin-refresh-20260712" + }, + { + "repo": "pines", + "command": "PINES_DEVICE_ID=7BFB7B72-C40C-58A7-B2C6-F075BDE21116 PINES_TQ_BENCH_SKIP_INSTALL=1 PINES_TQ_BENCH_CONTEXTS=8192 PINES_TQ_BENCH_SCHEMES=turbo4v2 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 bash scripts/diagnostics/run-ios-turboquant-bench.sh", + "result": "passed", + "artifactPath": "/Users/mt/Programming/Schtack/pines/docs/turboquant-implementation/baselines/20260712T150706Z-ios-exact-pair-smoke.md", + "runID": "turboquant-bench-20260712T150706Z", + "startedAt": "2026-07-12T15:07:06Z", + "finishedAt": "2026-07-12T15:07:15Z", + "notes": "Immediately-prior-pair signed app-host smoke passed on iPhone16,2 with the native MLX compressed path active. The row is synthetic attention-shape evidence with realModel=false. A manifest-only SwiftPM compatibility revision now changes the exact pair, so this remains historical Unverified evidence and does not establish final-pair real-model quality or performance parity.", + "historicalStatus": "superseded", + "supersededByRunID": "swiftpm-62-pin-refresh-20260712" + }, { "artifactPath": "/Users/mt/Programming/Schtack/pines/artifacts/turboquant-wave0-20260531T024557Z/logs/ios-smoke.log", "command": "PINES_TQ_BENCH_CONTEXTS=8192 PINES_TQ_BENCH_SCHEMES=turbo4v2 PINES_TQ_BENCH_ITERATIONS=3 PINES_TQ_BENCH_WARMUP=1 bash scripts/diagnostics/run-ios-turboquant-bench.sh", diff --git a/project.yml b/project.yml index d80f1ed..711a657 100644 --- a/project.yml +++ b/project.yml @@ -10,10 +10,10 @@ packages: path: . MLXSwift: url: https://github.com/RNT56/mlx-swift - revision: d378d85c114b38c0919d5f6f7a489528427cb23d + revision: bcf93af23f11428f6f01efb0bb4b9020cd2eb383 MLXSwiftLM: url: https://github.com/RNT56/mlx-swift-lm - revision: 1ab388ff78eaa572b2eb9de2b330d218818b3920 + revision: aeaa8e3024a82b25969741b53c749b28ddc64d1a SwiftTransformers: url: https://github.com/huggingface/swift-transformers from: 1.3.0 From 3014cabe65d9cd115927caf0fe53f911256f9253 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 12 Jul 2026 18:08:08 +0200 Subject: [PATCH 71/80] Keep memory zone validation compiler-friendly --- .../Inference/RuntimeMemoryZones.swift | 28 +++++++++++-------- 1 file changed, 16 insertions(+), 12 deletions(-) diff --git a/Sources/PinesCore/Inference/RuntimeMemoryZones.swift b/Sources/PinesCore/Inference/RuntimeMemoryZones.swift index 77a63a6..4d2d58f 100644 --- a/Sources/PinesCore/Inference/RuntimeMemoryZones.swift +++ b/Sources/PinesCore/Inference/RuntimeMemoryZones.swift @@ -54,7 +54,7 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { } public var allZonesAreNonNegative: Bool { - [ + let requiredZones: [Int64] = [ modelWeightsBytes, compressedKVBytes, rawShadowBytes, @@ -62,21 +62,25 @@ public struct RuntimeMemoryZones: Hashable, Codable, Sendable { decodedFallbackScratchBytes, vaultIndexBytes, promptBufferBytes, - speculativeDraftModelBytes ?? 0, - speculativeDraftKVBytes ?? 0, - speculativeRollbackReserveBytes ?? 0, - adaptivePrecisionMetadataBytes ?? 0, - semanticMemoryBytes ?? 0, - multimodalMemoryBytes ?? 0, - agentWorkingMemoryBytes ?? 0, - openKVFormatMetadataBytes ?? 0, - deviceMeshSyncBytes ?? 0, - personalizationAdapterBytes ?? 0, metalScratchReserveBytes, uiReserveBytes, safetyReserveBytes, totalPlannedBytes, - ].allSatisfy { $0 >= 0 } + ] + let optionalZones: [Int64] = [ + speculativeDraftModelBytes ?? 0, + speculativeDraftKVBytes ?? 0, + speculativeRollbackReserveBytes ?? 0, + adaptivePrecisionMetadataBytes ?? 0, + semanticMemoryBytes ?? 0, + multimodalMemoryBytes ?? 0, + agentWorkingMemoryBytes ?? 0, + openKVFormatMetadataBytes ?? 0, + deviceMeshSyncBytes ?? 0, + personalizationAdapterBytes ?? 0, + ] + return requiredZones.allSatisfy { $0 >= 0 } + && optionalZones.allSatisfy { $0 >= 0 } } public init( From c851026f7ab1aa8162a182248dd2eb3f3eb7801b Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 12 Jul 2026 19:08:11 +0200 Subject: [PATCH 72/80] Harden CodeQL Metal tool preparation Support both legacy and platform-derived MLX Metal helper assignments, keep the tracer bypass idempotent, and fail closed when an upstream helper can no longer be patched. --- scripts/ci/prepare-codeql-metal-tools.sh | 32 ++++++++++++++++-------- 1 file changed, 21 insertions(+), 11 deletions(-) diff --git a/scripts/ci/prepare-codeql-metal-tools.sh b/scripts/ci/prepare-codeql-metal-tools.sh index 25e0c5a..f91189d 100755 --- a/scripts/ci/prepare-codeql-metal-tools.sh +++ b/scripts/ci/prepare-codeql-metal-tools.sh @@ -73,10 +73,6 @@ require_mlx_helper() { [ "$required" = "1" ] || [ "$required" = "true" ] } -escape_replacement() { - printf '%s' "$1" | sed 's/[&/\]/\\&/g' -} - if ! metal_path="$(find_developer_tool metal "${PINES_METAL_PATH:-}")"; then echo "Unable to locate the Metal compiler for CodeQL tracing." >&2 exit 1 @@ -87,7 +83,7 @@ if ! metallib_path="$(find_developer_tool metallib "${PINES_METALLIB_PATH:-}")"; exit 1 fi -script="build/DerivedData/SourcePackages/checkouts/mlx-swift/tools/build-swiftpm-metallib.sh" +script="${PINES_CODEQL_MLX_HELPER:-build/DerivedData/SourcePackages/checkouts/mlx-swift/tools/build-swiftpm-metallib.sh}" if [ ! -f "$script" ]; then if require_mlx_helper; then echo "MLX SwiftPM Metal helper was not found; resolve Xcode packages into build/DerivedData before CodeQL build." >&2 @@ -98,13 +94,27 @@ if [ ! -f "$script" ]; then exit 0 fi -metal_replacement="$(escape_replacement "$metal_path")" -metallib_replacement="$(escape_replacement "$metallib_path")" +# MLX Swift used a fixed macOS SDK in older helpers and now derives the SDK +# from the active Apple platform. Patch either form so CodeQL's injected +# tracer never has to discover the separately installed Metal toolchain. +METAL_REPLACEMENT="$metal_path" perl -0pi -e ' + s{METAL=\$\(xcrun -sdk (?:macosx|"\$\{sdk\}") -find metal\)}{METAL="$ENV{METAL_REPLACEMENT}"}g +' "$script" +METALLIB_REPLACEMENT="$metallib_path" perl -0pi -e ' + s{METALLIB=\$\(xcrun -sdk (?:macosx|"\$\{sdk\}") -find metallib\)}{METALLIB="$ENV{METALLIB_REPLACEMENT}"}g +' "$script" +perl -0pi -e 's/(?&2 + exit 1 +fi -perl -0pi -e "s/METAL=\\\$\\(xcrun -sdk macosx -find metal\\)/METAL=\"$metal_replacement\"/" "$script" -perl -0pi -e "s/METALLIB=\\\$\\(xcrun -sdk macosx -find metallib\\)/METALLIB=\"$metallib_replacement\"/" "$script" -perl -0pi -e 's/"\$\{METAL\}"/env -u DYLD_INSERT_LIBRARIES -u SEMMLE_PRELOAD_libtrace "\${METAL}"/g' "$script" -perl -0pi -e 's/"\$\{METALLIB\}"/env -u DYLD_INSERT_LIBRARIES -u SEMMLE_PRELOAD_libtrace "\${METALLIB}"/g' "$script" +if ! grep -Fq "METALLIB=\"$metallib_path\"" "$script"; then + echo "Unable to patch the MLX metallib assignment for CodeQL tracing." >&2 + exit 1 +fi echo "Prepared MLX SwiftPM Metal helper for CodeQL tracing." echo "metal: $metal_path" From d3b7c21efda97159f49a7c94da3dd2710ccc4813 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 12 Jul 2026 21:36:36 +0200 Subject: [PATCH 73/80] Harden provider editing and routing controls Preserve cloud-provider identity and credentials across edits, expose CloudKit sync health and retry, and add typed OpenRouter routing, privacy, and structured-output controls. Cover the new request and lifecycle semantics with package and app tests, and reconcile provider documentation with the shipped behavior. --- DEV_README.md | 4 + Pines.xcodeproj/project.pbxproj | 4 + Pines/App/PinesAppModel.swift | 139 ++++++- Pines/App/PinesAppState.swift | 21 ++ Pines/Cloud/BYOKCloudInferenceProvider.swift | 68 +++- Pines/Views/Settings/SettingsDetailView.swift | 354 ++++++++++++++++-- PinesTests/CoreSurfaceTests.swift | 92 +++++ PinesTests/OpenRouterRoutingTests.swift | 141 +++++++ README.md | 2 + .../PinesCore/Inference/InferenceTypes.swift | 103 ++++- Sources/PinesCore/ProductionTypes.swift | 9 + Tests/PinesCoreTests/CoreContractTests.swift | 26 +- docs/STATUS.md | 10 +- docs/cloud-providers/README.md | 3 +- docs/cloud-providers/openrouter-roadmap.md | 29 +- docs/cloud-providers/openrouter.md | 67 ++-- 16 files changed, 974 insertions(+), 98 deletions(-) create mode 100644 PinesTests/OpenRouterRoutingTests.swift diff --git a/DEV_README.md b/DEV_README.md index 6a48ac0..64be676 100644 --- a/DEV_README.md +++ b/DEV_README.md @@ -130,6 +130,8 @@ When changing persistence: CloudKit is optional and private-database scoped. It synchronizes settings, Project Spaces, conversations/messages, and enabled Vault metadata/chunks through encrypted payload records; project tombstones unlink child chat and Vault records on peers. Do not sync API keys, model binaries, prompt caches, TurboQuant KV snapshots, generated embeddings/vector codes by default, transient browser/tool state, or local chat attachment files. Generated embeddings and compressed vector codes sync only when private iCloud sync and the separate embedding sync toggle are both enabled. +The app model owns one observable CloudKit sync status with the current phase, last attempt, last success, redacted error, and trigger. Settings exposes that state and a bounded manual retry. A successful transport/merge run is not evidence that user-visible conflict resolution is complete; conflict persistence and resolution UI remain separate product work. + Personal Apple Developer accounts are safe by default. `PINES_CODE_SIGN_ENTITLEMENTS` and `PINES_ICLOUD_SWIFT_FLAGS` are empty in `project.yml`, so Xcode does not request iCloud provisioning. Paid-team CloudKit builds must override both: ```sh @@ -354,6 +356,8 @@ When adding or changing a provider: - Parse provider metadata without leaking keys or raw sensitive payloads into logs. - Add tests for stream parser edge cases. - Keep cloud route selection explicit through `ExecutionRouter`. +- Preserve provider identity and Keychain account when editing display names or endpoints; blank replacement credentials must retain the existing secret. +- Keep OpenRouter routing policy typed and normalized. Schema/tool-critical requests must set `require_parameters`, and privacy restrictions must never be silently relaxed. ## Vault And Retrieval diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 52ddb2a..678131c 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -65,6 +65,7 @@ 686B47B0D035141554B0F573 /* BoundedHTTPResponse.swift in Sources */ = {isa = PBXBuildFile; fileRef = 01D033C19E3D30C55472B9C0 /* BoundedHTTPResponse.swift */; }; 69BDBCFF81EA56913B793189 /* VaultIngestionService.swift in Sources */ = {isa = PBXBuildFile; fileRef = 6A46B185F9ED03D5646D6C7C /* VaultIngestionService.swift */; }; 6F2B60A874B79E3B73C27624 /* CloudProviderService.swift in Sources */ = {isa = PBXBuildFile; fileRef = 4A168FBE9051A1A21DB0BC6D /* CloudProviderService.swift */; }; + 6F9A244BE814746CDB379678 /* OpenRouterRoutingTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = 2B52037BC526EB397D558996 /* OpenRouterRoutingTests.swift */; }; 719221FCF6C2534E106E242F /* PinesAppModel+AnthropicLifecycle.swift in Sources */ = {isa = PBXBuildFile; fileRef = FA6B8F14EBFB0EBF412BB1E7 /* PinesAppModel+AnthropicLifecycle.swift */; }; 72E9FD20785D66F46A2E07C4 /* BoundedHTTPResponseTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = E146838846B476DD76171BB2 /* BoundedHTTPResponseTests.swift */; }; 74762C61D2E73B7909039286 /* Tokenizers in Frameworks */ = {isa = PBXBuildFile; productRef = 79248E6D82F6B41C4A99016B /* Tokenizers */; }; @@ -201,6 +202,7 @@ 21E4C4124C8DDDCA58BDB764 /* MLXCompatibleModels.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = MLXCompatibleModels.swift; sourceTree = ""; }; 231A63B8882B7235FD4DD6B7 /* Pines.app */ = {isa = PBXFileReference; includeInIndex = 0; lastKnownFileType = wrapper.application; path = Pines.app; sourceTree = BUILT_PRODUCTS_DIR; }; 27F8A15281AD531830EEBB98 /* PinesAppModel+Presentation.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "PinesAppModel+Presentation.swift"; sourceTree = ""; }; + 2B52037BC526EB397D558996 /* OpenRouterRoutingTests.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = OpenRouterRoutingTests.swift; sourceTree = ""; }; 2CE279F766D8B0CC93D1D150 /* PinesAppModel+MCP.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "PinesAppModel+MCP.swift"; sourceTree = ""; }; 2EB6A8EFD9FE940BEFE80119 /* ModelDownloadLiveActivityController.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ModelDownloadLiveActivityController.swift; sourceTree = ""; }; 2EC8BB0262D2F49A7518608A /* PinesLiveActivities.appex */ = {isa = PBXFileReference; includeInIndex = 0; lastKnownFileType = "wrapper.app-extension"; path = PinesLiveActivities.appex; sourceTree = BUILT_PRODUCTS_DIR; }; @@ -414,6 +416,7 @@ 989263AE706043656C31B580 /* CoreSurfaceTests.swift */, 4DCE6D93751290B9E24557E6 /* MCPToolAnnotationPersistenceTests.swift */, FF525EBBEA1C9D3330E352F3 /* MLXTurboQuantRuntimeSmokeTests.swift */, + 2B52037BC526EB397D558996 /* OpenRouterRoutingTests.swift */, ); path = PinesTests; sourceTree = ""; @@ -989,6 +992,7 @@ E30D2CC16F579D56D14DA498 /* CoreSurfaceTests.swift in Sources */, E6389B1E94D595D33725A8AC /* MCPToolAnnotationPersistenceTests.swift in Sources */, 9CAF8AA54EE5B61702B8103C /* MLXTurboQuantRuntimeSmokeTests.swift in Sources */, + 6F9A244BE814746CDB379678 /* OpenRouterRoutingTests.swift in Sources */, ); runOnlyForDeploymentPostprocessing = 0; }; diff --git a/Pines/App/PinesAppModel.swift b/Pines/App/PinesAppModel.swift index 6042ec3..9949d14 100644 --- a/Pines/App/PinesAppModel.swift +++ b/Pines/App/PinesAppModel.swift @@ -394,6 +394,11 @@ final class PinesAppModel: ObservableObject { set { settingsState.cloudWebSearchMode = newValue } } + var openRouterProviderPreferences: OpenRouterProviderPreferences { + get { settingsState.openRouterProviderPreferences } + set { settingsState.openRouterProviderPreferences = newValue } + } + var cloudModelCatalog: [ProviderID: [CloudProviderModel]] { get { settingsState.cloudModelCatalog } set { settingsState.cloudModelCatalog = newValue } @@ -414,6 +419,11 @@ final class PinesAppModel: ObservableObject { set { settingsState.validatingCloudProviderIDs = newValue } } + var cloudKitSyncStatus: PinesCloudKitSyncStatus { + get { settingsState.cloudKitSyncStatus } + set { settingsState.cloudKitSyncStatus = newValue } + } + var huggingFaceCredentialStatus: String { get { settingsState.huggingFaceCredentialStatus } set { settingsState.huggingFaceCredentialStatus = newValue } @@ -614,9 +624,23 @@ final class PinesAppModel: ObservableObject { } func syncCloudKitNow(services: PinesAppServices, reason: String) async { - guard storeConfiguration.iCloudSyncEnabled, - let syncService = services.cloudKitSyncService - else { return } + guard storeConfiguration.iCloudSyncEnabled else { + setIfChanged(\.cloudKitSyncStatus, .init()) + return + } + guard let syncService = services.cloudKitSyncService else { + setIfChanged( + \.cloudKitSyncStatus, + PinesCloudKitSyncStatus( + phase: .failed, + lastAttemptAt: Date(), + lastSuccessAt: cloudKitSyncStatus.lastSuccessAt, + lastError: "Private iCloud sync is unavailable in this build.", + trigger: reason + ) + ) + return + } guard !isCloudKitSyncing else { scheduleCloudKitSync(services: services, reason: "\(reason)_retry", delaySeconds: 2) return @@ -624,10 +648,42 @@ final class PinesAppModel: ObservableObject { isCloudKitSyncing = true defer { isCloudKitSyncing = false } + let attemptedAt = Date() + setIfChanged( + \.cloudKitSyncStatus, + PinesCloudKitSyncStatus( + phase: .syncing, + lastAttemptAt: attemptedAt, + lastSuccessAt: cloudKitSyncStatus.lastSuccessAt, + lastError: nil, + trigger: reason + ) + ) do { try await syncService.syncNow() await refreshAll(services: services) + setIfChanged( + \.cloudKitSyncStatus, + PinesCloudKitSyncStatus( + phase: .succeeded, + lastAttemptAt: attemptedAt, + lastSuccessAt: Date(), + lastError: nil, + trigger: reason + ) + ) } catch { + let redactedError = services.redactor.redact(error.localizedDescription) + setIfChanged( + \.cloudKitSyncStatus, + PinesCloudKitSyncStatus( + phase: .failed, + lastAttemptAt: attemptedAt, + lastSuccessAt: cloudKitSyncStatus.lastSuccessAt, + lastError: redactedError, + trigger: reason + ) + ) recordRecoverableIssue("cloudkit.sync.\(reason)", error: error, services: services) } } @@ -1195,6 +1251,7 @@ final class PinesAppModel: ObservableObject { setIfChanged(\.isRefreshingCloudModels, false) setIfChanged(\.isSavingCloudProvider, false) setIfChanged(\.validatingCloudProviderIDs, []) + setIfChanged(\.cloudKitSyncStatus, .init()) setIfChanged(\.huggingFaceCredentialStatus, "Not configured") setIfChanged(\.braveSearchCredentialStatus, "Not configured") setIfChanged(\.mcpServers, []) @@ -1785,6 +1842,7 @@ final class PinesAppModel: ObservableObject { setIfChanged(\.anthropicTokenCountPreflightEnabled, settings.anthropicTokenCountPreflightEnabled) setIfChanged(\.geminiThinkingLevel, settings.geminiThinkingLevel) setIfChanged(\.cloudWebSearchMode, settings.cloudWebSearchMode) + setIfChanged(\.openRouterProviderPreferences, settings.openRouterProviderPreferences) setIfChanged(\.selectedThemeTemplate, PinesThemeTemplate(rawValue: settings.themeTemplate) ?? selectedThemeTemplate) setIfChanged(\.interfaceMode, PinesInterfaceMode(rawValue: settings.interfaceMode) ?? interfaceMode) } @@ -2931,7 +2989,8 @@ final class PinesAppModel: ObservableObject { availableTools: availableTools, vaultContextIDs: includePrivateContext ? (vaultContext?.documentIDs ?? []) : [], executionContext: isAgentMode ? .agent : .chat, - anthropicOptions: anthropicRequestOptions(for: selectedProviderID, settings: settings, services: services) + anthropicOptions: anthropicRequestOptions(for: selectedProviderID, settings: settings, services: services), + openRouterOptions: openRouterRequestOptions(for: selectedProviderID, settings: settings, services: services) ) if request.resolvedAnthropicOptions.countTokensBeforeSend { let body = Self.anthropicTokenCountPreflightBody(for: request) @@ -3651,6 +3710,7 @@ final class PinesAppModel: ObservableObject { anthropicTokenCountPreflightEnabled: anthropicTokenCountPreflightEnabled, geminiThinkingLevel: geminiThinkingLevel, cloudWebSearchMode: cloudWebSearchMode, + openRouterProviderPreferences: openRouterProviderPreferences, requireToolApproval: true, braveSearchEnabled: braveSearchCredentialStatus.hasPrefix("Configured"), onboardingCompleted: true, @@ -3723,6 +3783,17 @@ final class PinesAppModel: ObservableObject { ) } + func openRouterRequestOptions( + for providerID: ProviderID, + settings: AppSettingsSnapshot?, + services: PinesAppServices + ) -> OpenRouterProviderPreferences? { + guard providerID != services.mlxRuntime.localProviderID, + cloudProviders.first(where: { $0.id == providerID })?.kind == .openRouter + else { return nil } + return settings?.openRouterProviderPreferences ?? openRouterProviderPreferences + } + private static func anthropicTokenCountPreflightBody(for request: ChatRequest) -> JSONValue { var systemBlocks = [JSONValue]() var messageBlocks = [JSONValue]() @@ -4617,6 +4688,7 @@ final class PinesAppModel: ObservableObject { } func saveCloudProvider( + providerID: ProviderID? = nil, kind: CloudProviderKind, displayName: String, baseURLString: String, @@ -4642,23 +4714,45 @@ final class PinesAppModel: ObservableObject { return false } try EndpointSecurityPolicy().validate(baseURL, useCase: .cloudProvider) - let providerID = ProviderID(rawValue: trimmedDisplayName.lowercased().replacingOccurrences(of: " ", with: "-")) - let existing = cloudProviders.first(where: { $0.id == providerID }) + let resolvedProviderID = providerID ?? Self.makeCloudProviderID(kind: kind) + let existing: CloudProviderConfiguration? + if let providerID { + guard let configuredProvider = cloudProviders.first(where: { $0.id == providerID }) else { + serviceError = "The provider being edited no longer exists. Refresh providers and try again." + return false + } + existing = configuredProvider + } else { + existing = nil + } + let resolvedKind = existing?.kind ?? kind + if cloudProviders.contains(where: { + $0.id != resolvedProviderID + && $0.displayName.compare(trimmedDisplayName, options: [.caseInsensitive, .diacriticInsensitive]) == .orderedSame + }) { + serviceError = "Another cloud provider already uses that display name." + return false + } let trimmedAPIKey = apiKey.trimmingCharacters(in: .whitespacesAndNewlines) + let shouldValidate = Self.cloudProviderRequiresValidation( + existing: existing, + updatedBaseURL: baseURL, + replacementAPIKey: trimmedAPIKey + ) let provider = CloudProviderConfiguration( - id: providerID, - kind: kind, + id: resolvedProviderID, + kind: resolvedKind, displayName: trimmedDisplayName, baseURL: baseURL, defaultModelID: existing?.defaultModelID, - validationStatus: trimmedAPIKey.isEmpty ? (existing?.validationStatus ?? .unvalidated) : .unvalidated, - lastValidationError: trimmedAPIKey.isEmpty ? existing?.lastValidationError : nil, + validationStatus: shouldValidate ? .unvalidated : (existing?.validationStatus ?? .unvalidated), + lastValidationError: shouldValidate ? nil : existing?.lastValidationError, headers: existing?.headers ?? [], keychainService: existing?.keychainService ?? "com.schtack.pines.cloud", - keychainAccount: existing?.keychainAccount ?? providerID.rawValue, + keychainAccount: existing?.keychainAccount ?? resolvedProviderID.rawValue, allowInsecureLocalHTTP: existing?.allowInsecureLocalHTTP ?? false, - enabledForAgents: kind == .voyageAI ? false : enabledForAgents, - lastValidatedAt: trimmedAPIKey.isEmpty ? existing?.lastValidatedAt : nil + enabledForAgents: resolvedKind == .voyageAI ? false : enabledForAgents, + lastValidatedAt: shouldValidate ? nil : existing?.lastValidatedAt ) try await service.saveProvider(provider, apiKey: trimmedAPIKey.isEmpty ? nil : trimmedAPIKey) upsertCloudProvider(provider) @@ -4667,8 +4761,8 @@ final class PinesAppModel: ObservableObject { setIfChanged(\.serviceError, nil) Task { [weak self] in await self?.finishSavedCloudProviderActivation( - providerID: providerID, - shouldValidate: !trimmedAPIKey.isEmpty, + providerID: resolvedProviderID, + shouldValidate: shouldValidate, services: services ) } @@ -4679,6 +4773,21 @@ final class PinesAppModel: ObservableObject { } } + nonisolated static func makeCloudProviderID(kind: CloudProviderKind, uuid: UUID = UUID()) -> ProviderID { + ProviderID(rawValue: "\(kind.rawValue)-\(uuid.uuidString.lowercased())") + } + + nonisolated static func cloudProviderRequiresValidation( + existing: CloudProviderConfiguration?, + updatedBaseURL: URL, + replacementAPIKey: String + ) -> Bool { + if !replacementAPIKey.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { + return true + } + return existing.map { $0.baseURL != updatedBaseURL } ?? false + } + private func finishSavedCloudProviderActivation( providerID: ProviderID, shouldValidate: Bool, diff --git a/Pines/App/PinesAppState.swift b/Pines/App/PinesAppState.swift index f43dfeb..8e23850 100644 --- a/Pines/App/PinesAppState.swift +++ b/Pines/App/PinesAppState.swift @@ -169,6 +169,21 @@ final class PinesVaultState: ObservableObject { } } +enum PinesCloudKitSyncPhase: Equatable { + case idle + case syncing + case succeeded + case failed +} + +struct PinesCloudKitSyncStatus: Equatable { + var phase: PinesCloudKitSyncPhase = .idle + var lastAttemptAt: Date? + var lastSuccessAt: Date? + var lastError: String? + var trigger: String? +} + @MainActor final class PinesSettingsState: ObservableObject { @Published var settingsSections: [PinesSettingsSection] @@ -202,10 +217,12 @@ final class PinesSettingsState: ObservableObject { @Published var anthropicTokenCountPreflightEnabled: Bool @Published var geminiThinkingLevel: GeminiThinkingLevel @Published var cloudWebSearchMode: CloudWebSearchMode + @Published var openRouterProviderPreferences: OpenRouterProviderPreferences @Published var cloudModelCatalog: [ProviderID: [CloudProviderModel]] @Published var isRefreshingCloudModels: Bool @Published var isSavingCloudProvider: Bool @Published var validatingCloudProviderIDs: Set + @Published var cloudKitSyncStatus: PinesCloudKitSyncStatus @Published var huggingFaceCredentialStatus: String @Published var braveSearchCredentialStatus: String @@ -241,10 +258,12 @@ final class PinesSettingsState: ObservableObject { anthropicTokenCountPreflightEnabled: Bool = false, geminiThinkingLevel: GeminiThinkingLevel = AppSettingsSnapshot.defaultGeminiThinkingLevel, cloudWebSearchMode: CloudWebSearchMode = AppSettingsSnapshot.defaultCloudWebSearchMode, + openRouterProviderPreferences: OpenRouterProviderPreferences = AppSettingsSnapshot.defaultOpenRouterProviderPreferences, cloudModelCatalog: [ProviderID: [CloudProviderModel]] = [:], isRefreshingCloudModels: Bool = false, isSavingCloudProvider: Bool = false, validatingCloudProviderIDs: Set = [], + cloudKitSyncStatus: PinesCloudKitSyncStatus = .init(), huggingFaceCredentialStatus: String = "Not configured", braveSearchCredentialStatus: String = "Not configured" ) { @@ -279,10 +298,12 @@ final class PinesSettingsState: ObservableObject { self.anthropicTokenCountPreflightEnabled = anthropicTokenCountPreflightEnabled self.geminiThinkingLevel = geminiThinkingLevel self.cloudWebSearchMode = cloudWebSearchMode + self.openRouterProviderPreferences = openRouterProviderPreferences self.cloudModelCatalog = cloudModelCatalog self.isRefreshingCloudModels = isRefreshingCloudModels self.isSavingCloudProvider = isSavingCloudProvider self.validatingCloudProviderIDs = validatingCloudProviderIDs + self.cloudKitSyncStatus = cloudKitSyncStatus self.huggingFaceCredentialStatus = huggingFaceCredentialStatus self.braveSearchCredentialStatus = braveSearchCredentialStatus } diff --git a/Pines/Cloud/BYOKCloudInferenceProvider.swift b/Pines/Cloud/BYOKCloudInferenceProvider.swift index a06febc..07d331b 100644 --- a/Pines/Cloud/BYOKCloudInferenceProvider.swift +++ b/Pines/Cloud/BYOKCloudInferenceProvider.swift @@ -356,7 +356,7 @@ struct BYOKCloudInferenceProvider: InferenceProvider { return request } - private func openAICompatibleRequest(apiKey: String, chatRequest: ChatRequest) async throws -> URLRequest { + func openAICompatibleRequest(apiKey: String, chatRequest: ChatRequest) async throws -> URLRequest { let url = apiBaseURL.appending(path: "chat/completions") var request = URLRequest(url: url) request.httpMethod = "POST" @@ -391,6 +391,23 @@ struct BYOKCloudInferenceProvider: InferenceProvider { body["tool_choice"] = "auto" body["parallel_tool_calls"] = false } + if configuration.capabilities.structuredOutputs, + let responseFormat = Self.openAIChatResponseFormatObject(from: chatRequest.structuredOutput) { + body["response_format"] = responseFormat + } + if configuration.kind == .openRouter { + request.setValue("enabled", forHTTPHeaderField: "X-OpenRouter-Metadata") + let preferences = chatRequest.openRouterOptions ?? OpenRouterProviderPreferences() + let requiresParameters = preferences.requireParameters + || (chatRequest.allowsTools && !chatRequest.availableTools.isEmpty) + || chatRequest.structuredOutput != .text + if let providerPreferences = Self.openRouterProviderObject( + preferences, + requiresParameters: requiresParameters + ) { + body["provider"] = providerPreferences + } + } request.httpBody = try JSONSerialization.data(withJSONObject: body) try await applyExtraHeaders(to: &request) return request @@ -639,6 +656,55 @@ struct BYOKCloudInferenceProvider: InferenceProvider { } } + private static func openAIChatResponseFormatObject(from format: StructuredOutputFormat) -> [String: Any]? { + switch format { + case .text: + return nil + case .jsonObject: + return ["type": "json_object"] + case let .jsonSchema(name, schema, strict): + return [ + "type": "json_schema", + "json_schema": [ + "name": name, + "schema": jsonObject(from: schema), + "strict": strict, + ], + ] + } + } + + static func openRouterProviderObject( + _ preferences: OpenRouterProviderPreferences, + requiresParameters: Bool + ) -> [String: Any]? { + var provider = [String: Any]() + if !preferences.order.isEmpty { + provider["order"] = preferences.order + } else if preferences.sort != .automatic { + provider["sort"] = preferences.sort.rawValue + } + if !preferences.only.isEmpty { + provider["only"] = preferences.only + } + if !preferences.ignore.isEmpty { + provider["ignore"] = preferences.ignore + } + if !preferences.allowFallbacks { + provider["allow_fallbacks"] = false + } + if requiresParameters { + provider["require_parameters"] = true + } + if preferences.dataCollection == .deny { + provider["data_collection"] = OpenRouterDataCollectionPolicy.deny.rawValue + } + if preferences.zeroDataRetention { + provider["zdr"] = true + } + return provider.isEmpty ? nil : provider + } + private static func openAITextFormatObject(from request: OpenAIStructuredOutputRequest) -> [String: Any] { var format: [String: Any] = [ "type": "json_schema", diff --git a/Pines/Views/Settings/SettingsDetailView.swift b/Pines/Views/Settings/SettingsDetailView.swift index 1a9eca5..5ee4255 100644 --- a/Pines/Views/Settings/SettingsDetailView.swift +++ b/Pines/Views/Settings/SettingsDetailView.swift @@ -25,6 +25,7 @@ struct SettingsDetailView: View { @State private var providerBaseURL = "https://api.openai.com/v1" @State private var providerAPIKey = "" @State private var providerEnabled = true + @State private var editingProviderID: ProviderID? @State private var providerSaveConfirmation: String? @State private var providerSaveError: String? @State private var mcpName = "Local MCP" @@ -369,6 +370,45 @@ struct SettingsDetailView: View { )) .disabled(!iCloudSyncAvailable) + HStack(alignment: .center, spacing: theme.spacing.small) { + PinesStatusChip(status: cloudKitSyncChipStatus, compact: true) + + Text(cloudKitSyncSummary) + .font(theme.typography.caption) + .foregroundStyle(theme.colors.secondaryText) + .lineLimit(2) + .fixedSize(horizontal: false, vertical: true) + + Spacer(minLength: theme.spacing.small) + + Button { + Task { await appModel.syncCloudKitNow(services: services, reason: "manual_settings") } + } label: { + if settingsState.cloudKitSyncStatus.phase == .syncing { + ProgressView() + } else { + Image(systemName: "arrow.triangle.2.circlepath") + } + } + .accessibilityLabel("Sync iCloud now") + .accessibilityIdentifier("pines.settings.icloud.sync-now") + .disabled( + !iCloudSyncAvailable + || !settingsState.storeConfiguration.iCloudSyncEnabled + || settingsState.cloudKitSyncStatus.phase == .syncing + ) + .pinesButtonStyle(.icon) + } + + if let syncError = settingsState.cloudKitSyncStatus.lastError, + settingsState.storeConfiguration.iCloudSyncEnabled { + Label(syncError, systemImage: "exclamationmark.icloud") + .font(theme.typography.caption) + .foregroundStyle(theme.colors.warning) + .fixedSize(horizontal: false, vertical: true) + .accessibilityIdentifier("pines.settings.icloud.error") + } + Toggle("App lock", isOn: Binding( get: { settingsState.securityConfiguration.appLockEnabled }, set: { value in @@ -412,6 +452,48 @@ struct SettingsDetailView: View { cloudProviderCard } + private var cloudKitSyncChipStatus: PinesCloudStatus { + guard iCloudSyncAvailable else { return .unavailable } + guard settingsState.storeConfiguration.iCloudSyncEnabled else { + return .custom("Off", .neutral) + } + switch settingsState.cloudKitSyncStatus.phase { + case .idle: + return .pending + case .syncing: + return .running + case .succeeded: + return .complete + case .failed: + return .failed + } + } + + private var cloudKitSyncSummary: String { + guard iCloudSyncAvailable else { + return "This build does not have private iCloud sync entitlements." + } + guard settingsState.storeConfiguration.iCloudSyncEnabled else { + return "Sync is off. Local data stays on this device." + } + switch settingsState.cloudKitSyncStatus.phase { + case .idle: + return "Waiting for the first sync." + case .syncing: + return "Uploading and merging private records." + case .succeeded: + if let lastSuccessAt = settingsState.cloudKitSyncStatus.lastSuccessAt { + return "Last completed \(lastSuccessAt.formatted(date: .abbreviated, time: .shortened))." + } + return "Private records are synchronized." + case .failed: + if let lastSuccessAt = settingsState.cloudKitSyncStatus.lastSuccessAt { + return "Last successful sync was \(lastSuccessAt.formatted(date: .abbreviated, time: .shortened))." + } + return "Sync has not completed successfully yet." + } + } + private var cloudProviderCard: some View { let proToggleEnabled = settingsState.proEntitlementStatus.enablesManagedCloud && services.managedCloudService.isConfigured return PinesCardSection("Cloud Intelligence", subtitle: "Use managed cloud or your own provider keys explicitly.", systemImage: "sparkles") { @@ -464,7 +546,18 @@ struct SettingsDetailView: View { Text(kind.title).tag(kind) } } - .onChange(of: providerKind) { _, kind in applyProviderDefaults(kind) } + .onChange(of: providerKind) { _, kind in + guard editingProviderID == nil else { return } + applyProviderDefaults(kind) + } + .disabled(editingProviderID != nil) + + if editingProviderID != nil { + Label("Editing an existing provider. Its provider type and secure identity stay fixed.", systemImage: "pencil.circle") + .font(theme.typography.caption) + .foregroundStyle(theme.colors.secondaryText) + .fixedSize(horizontal: false, vertical: true) + } TextField("Display name", text: $providerName) .pinesFieldChrome() @@ -472,45 +565,83 @@ struct SettingsDetailView: View { .textInputAutocapitalization(.never) .autocorrectionDisabled() .pinesFieldChrome() - SecureField("API key", text: $providerAPIKey) + SecureField(editingProviderID == nil ? "API key" : "New API key (optional)", text: $providerAPIKey) .textContentType(.password) .pinesFieldChrome() Toggle("Enable for agents", isOn: $providerEnabled) .disabled(providerKind == .voyageAI) - Button { - Task { - providerSaveConfirmation = nil - providerSaveError = nil - let savedName = providerName.trimmingCharacters(in: .whitespacesAndNewlines) - let didSave = await appModel.saveCloudProvider( - kind: providerKind, - displayName: providerName, - baseURLString: providerBaseURL, - apiKey: providerAPIKey, - enabledForAgents: providerEnabled, - services: services - ) - if didSave { - providerAPIKey = "" - providerSaveConfirmation = "Saved \(savedName). Validating the key and refreshing models." + HStack(spacing: theme.spacing.small) { + Button { + Task { + providerSaveConfirmation = nil + providerSaveError = nil + let savedName = providerName.trimmingCharacters(in: .whitespacesAndNewlines) + let wasEditing = editingProviderID != nil + let replacedAPIKey = !providerAPIKey.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty + let endpointChanged = editingProviderID.flatMap { editingID in + settingsState.cloudProviders.first(where: { $0.id == editingID }) + }.map { existing in + existing.baseURL.absoluteString + != providerBaseURL.trimmingCharacters(in: .whitespacesAndNewlines) + } ?? false + let didSave = await appModel.saveCloudProvider( + providerID: editingProviderID, + kind: providerKind, + displayName: providerName, + baseURLString: providerBaseURL, + apiKey: providerAPIKey, + enabledForAgents: providerEnabled, + services: services + ) + if didSave { + providerAPIKey = "" + if wasEditing { + cancelProviderEditing() + } + if wasEditing { + if replacedAPIKey { + providerSaveConfirmation = "Updated \(savedName). The new key is being validated and models are refreshing." + } else if endpointChanged { + providerSaveConfirmation = "Updated \(savedName). Existing credentials were kept and the new endpoint is being validated." + } else { + providerSaveConfirmation = "Updated \(savedName). Existing credentials were kept and models are refreshing." + } + } else { + providerSaveConfirmation = replacedAPIKey + ? "Saved \(savedName). Validating the key and refreshing models." + : "Saved \(savedName). Add a key before using this provider." + } + } else { + providerSaveError = appModel.serviceError ?? "Provider could not be saved." + } + } + } label: { + if settingsState.isSavingCloudProvider { + Label("Saving", systemImage: "hourglass") + } else if editingProviderID != nil { + Label("Update provider", systemImage: "checkmark.circle") } else { - providerSaveError = appModel.serviceError ?? "Provider key could not be saved." + Label("Save provider", systemImage: "key") } } - } label: { - if settingsState.isSavingCloudProvider { - Label("Saving", systemImage: "hourglass") - } else { - Label("Save key", systemImage: "key") + .disabled( + settingsState.isSavingCloudProvider + || providerName.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty + || providerBaseURL.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty + ) + .pinesButtonStyle(.primary, fillWidth: true) + + if editingProviderID != nil { + Button { + cancelProviderEditing() + } label: { + Label("Cancel", systemImage: "xmark") + } + .disabled(settingsState.isSavingCloudProvider) + .pinesButtonStyle(.secondary, fillWidth: true) } } - .disabled( - settingsState.isSavingCloudProvider - || providerName.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty - || providerBaseURL.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty - ) - .pinesButtonStyle(.primary, fillWidth: true) if let providerSaveConfirmation { Label(providerSaveConfirmation, systemImage: "checkmark.circle.fill") @@ -539,6 +670,10 @@ struct SettingsDetailView: View { providerRow(provider) } } + + if settingsState.cloudProviders.contains(where: { $0.kind == .openRouter }) { + openRouterRoutingPolicyEditor + } } } label: { Label("Cloud Providers", systemImage: "cloud") @@ -569,6 +704,124 @@ struct SettingsDetailView: View { } } + private var openRouterRoutingPolicyEditor: some View { + DisclosureGroup { + VStack(alignment: .leading, spacing: theme.spacing.medium) { + Text("Apply a typed routing policy to every OpenRouter chat. Provider slugs are comma-separated and normalized before they are sent.") + .font(theme.typography.caption) + .foregroundStyle(theme.colors.secondaryText) + .fixedSize(horizontal: false, vertical: true) + + Picker("Optimize routing", selection: Binding( + get: { settingsState.openRouterProviderPreferences.sort }, + set: { value in + var preferences = settingsState.openRouterProviderPreferences + preferences.sort = preferences.order.isEmpty ? value : .automatic + settingsState.openRouterProviderPreferences = normalizedOpenRouterPreferences(preferences) + } + )) { + ForEach(OpenRouterProviderSort.allCases, id: \.self) { sort in + Text(sort.settingsTitle).tag(sort) + } + } + .disabled(!settingsState.openRouterProviderPreferences.order.isEmpty) + + TextField("Preferred order (anthropic, openai)", text: openRouterProviderListBinding(\.order)) + .textInputAutocapitalization(.never) + .autocorrectionDisabled() + .pinesFieldChrome() + TextField("Only allow provider slugs", text: openRouterProviderListBinding(\.only)) + .textInputAutocapitalization(.never) + .autocorrectionDisabled() + .pinesFieldChrome() + TextField("Ignore provider slugs", text: openRouterProviderListBinding(\.ignore)) + .textInputAutocapitalization(.never) + .autocorrectionDisabled() + .pinesFieldChrome() + + Toggle("Allow fallback providers", isOn: openRouterBoolBinding(\.allowFallbacks)) + Toggle("Require every request parameter", isOn: openRouterBoolBinding(\.requireParameters)) + Toggle("Deny providers that collect data", isOn: Binding( + get: { settingsState.openRouterProviderPreferences.dataCollection == .deny }, + set: { deny in + var preferences = settingsState.openRouterProviderPreferences + preferences.dataCollection = deny ? .deny : .allow + settingsState.openRouterProviderPreferences = normalizedOpenRouterPreferences(preferences) + } + )) + Toggle("Require zero data retention", isOn: openRouterBoolBinding(\.zeroDataRetention)) + + Text("Zero-data-retention and data-collection restrictions can reduce provider availability. Pines automatically requires parameter support whenever tools or structured output are requested.") + .font(theme.typography.caption) + .foregroundStyle(theme.colors.tertiaryText) + .fixedSize(horizontal: false, vertical: true) + + HStack(spacing: theme.spacing.small) { + Button { + Task { await appModel.saveSettings(services: services) } + } label: { + Label("Save routing policy", systemImage: "checkmark.shield") + } + .pinesButtonStyle(.primary, fillWidth: true) + + Button { + settingsState.openRouterProviderPreferences = .init() + Task { await appModel.saveSettings(services: services) } + } label: { + Label("Reset", systemImage: "arrow.counterclockwise") + } + .pinesButtonStyle(.secondary, fillWidth: true) + } + } + .padding(.top, theme.spacing.small) + } label: { + Label("OpenRouter routing and privacy", systemImage: "arrow.triangle.branch") + .font(theme.typography.headline) + } + .accessibilityIdentifier("pines.settings.openrouter.routing") + } + + private func openRouterProviderListBinding( + _ keyPath: WritableKeyPath + ) -> Binding { + Binding( + get: { settingsState.openRouterProviderPreferences[keyPath: keyPath].joined(separator: ", ") }, + set: { rawValue in + var preferences = settingsState.openRouterProviderPreferences + preferences[keyPath: keyPath] = rawValue.split(separator: ",").map(String.init) + settingsState.openRouterProviderPreferences = normalizedOpenRouterPreferences(preferences) + } + ) + } + + private func openRouterBoolBinding( + _ keyPath: WritableKeyPath + ) -> Binding { + Binding( + get: { settingsState.openRouterProviderPreferences[keyPath: keyPath] }, + set: { value in + var preferences = settingsState.openRouterProviderPreferences + preferences[keyPath: keyPath] = value + settingsState.openRouterProviderPreferences = normalizedOpenRouterPreferences(preferences) + } + ) + } + + private func normalizedOpenRouterPreferences( + _ preferences: OpenRouterProviderPreferences + ) -> OpenRouterProviderPreferences { + OpenRouterProviderPreferences( + order: preferences.order, + only: preferences.only, + ignore: preferences.ignore, + allowFallbacks: preferences.allowFallbacks, + requireParameters: preferences.requireParameters, + dataCollection: preferences.dataCollection, + zeroDataRetention: preferences.zeroDataRetention, + sort: preferences.sort + ) + } + private func providerRow(_ provider: CloudProviderConfiguration) -> some View { let isValidating = settingsState.validatingCloudProviderIDs.contains(provider.id) return VStack(alignment: .leading, spacing: theme.spacing.medium) { @@ -625,6 +878,15 @@ struct SettingsDetailView: View { Spacer(minLength: theme.spacing.small) + Button { + beginProviderEditing(provider) + } label: { + Image(systemName: "pencil") + } + .accessibilityLabel("Edit \(provider.displayName)") + .disabled(settingsState.isSavingCloudProvider) + .pinesButtonStyle(.icon) + Button { Task { await appModel.validateCloudProvider(provider, services: services) } } label: { @@ -1388,6 +1650,23 @@ struct SettingsDetailView: View { providerSaveError = nil } + private func beginProviderEditing(_ provider: CloudProviderConfiguration) { + editingProviderID = provider.id + providerKind = provider.kind + providerName = provider.displayName + providerBaseURL = provider.baseURL.absoluteString + providerAPIKey = "" + providerEnabled = provider.enabledForAgents + providerSaveConfirmation = nil + providerSaveError = nil + } + + private func cancelProviderEditing() { + editingProviderID = nil + providerAPIKey = "" + applyProviderDefaults(providerKind) + } + private static func compactModelName(_ rawValue: String) -> String { let name = rawValue .split(separator: "/") @@ -1788,6 +2067,21 @@ private extension CloudProviderKind { } +private extension OpenRouterProviderSort { + var settingsTitle: String { + switch self { + case .automatic: + "Automatic" + case .price: + "Lowest price" + case .throughput: + "Highest throughput" + case .latency: + "Lowest latency" + } + } +} + private extension ProviderValidationStatus { var cloudStatus: PinesCloudStatus { switch self { diff --git a/PinesTests/CoreSurfaceTests.swift b/PinesTests/CoreSurfaceTests.swift index 4f88dba..2d59678 100644 --- a/PinesTests/CoreSurfaceTests.swift +++ b/PinesTests/CoreSurfaceTests.swift @@ -669,12 +669,29 @@ final class CoreSurfaceTests: XCTestCase { ) XCTAssertTrue(settings.contains("@State private var providerEnabled = true")) + XCTAssertTrue(settings.contains("@State private var editingProviderID: ProviderID?")) XCTAssertTrue(settings.contains("providerSaveConfirmation")) XCTAssertTrue(settings.contains("Saved \\(savedName). Validating the key and refreshing models.")) + XCTAssertTrue(settings.contains("New API key (optional)")) + XCTAssertTrue(settings.contains("Update provider")) + XCTAssertTrue(settings.contains("beginProviderEditing(provider)")) + XCTAssertTrue(settings.contains("cancelProviderEditing()")) + XCTAssertTrue(settings.contains("OpenRouter routing and privacy")) + XCTAssertTrue(settings.contains("Require zero data retention")) + XCTAssertTrue(settings.contains("Save routing policy")) + XCTAssertTrue(settings.contains("pines.settings.openrouter.routing")) XCTAssertTrue(settings.contains("Use for agents")) XCTAssertTrue(settings.contains("Default model")) XCTAssertTrue(settings.contains("provider.defaultModelID")) XCTAssertTrue(appModel.contains("finishSavedCloudProviderActivation")) + XCTAssertTrue(appModel.contains("providerID: ProviderID? = nil")) + XCTAssertTrue(appModel.contains("let resolvedProviderID = providerID ?? Self.makeCloudProviderID(kind: kind)")) + XCTAssertTrue(appModel.contains("The provider being edited no longer exists")) + XCTAssertTrue(appModel.contains("Another cloud provider already uses that display name")) + XCTAssertTrue(appModel.contains("keychainAccount: existing?.keychainAccount ?? resolvedProviderID.rawValue")) + XCTAssertTrue(appModel.contains("cloudProviderRequiresValidation")) + XCTAssertTrue(appModel.contains("openRouterRequestOptions")) + XCTAssertTrue(appModel.contains("openRouterProviderPreferences: openRouterProviderPreferences")) XCTAssertTrue(appModel.contains("applyCloudProviderValidationResult")) XCTAssertTrue(appModel.contains("recordFirstCloudModelIfNeeded")) XCTAssertTrue(appModel.contains("replaceCloudModelCatalog")) @@ -686,4 +703,79 @@ final class CoreSurfaceTests: XCTestCase { XCTAssertTrue(chats.contains("no curated agent models")) XCTAssertTrue(chats.contains("Saved Providers")) } + + func testCloudProviderEditIdentityAndValidationSemantics() throws { + let originalURL = try XCTUnwrap(URL(string: "https://openrouter.ai/api/v1")) + let changedURL = try XCTUnwrap(URL(string: "https://example.com/openrouter/v1")) + let provider = CloudProviderConfiguration( + id: "openrouter-stable-id", + kind: .openRouter, + displayName: "OpenRouter", + baseURL: originalURL, + validationStatus: .valid, + keychainAccount: "openrouter-stable-key" + ) + let firstID = PinesAppModel.makeCloudProviderID( + kind: .openRouter, + uuid: UUID(uuidString: "00000000-0000-0000-0000-000000000001")! + ) + let secondID = PinesAppModel.makeCloudProviderID( + kind: .openRouter, + uuid: UUID(uuidString: "00000000-0000-0000-0000-000000000002")! + ) + + XCTAssertEqual(firstID.rawValue, "openRouter-00000000-0000-0000-0000-000000000001") + XCTAssertNotEqual(firstID, secondID) + XCTAssertFalse( + PinesAppModel.cloudProviderRequiresValidation( + existing: provider, + updatedBaseURL: originalURL, + replacementAPIKey: "" + ) + ) + XCTAssertTrue( + PinesAppModel.cloudProviderRequiresValidation( + existing: provider, + updatedBaseURL: changedURL, + replacementAPIKey: "" + ) + ) + XCTAssertTrue( + PinesAppModel.cloudProviderRequiresValidation( + existing: provider, + updatedBaseURL: originalURL, + replacementAPIKey: "new-secret" + ) + ) + } + + func testCloudKitSyncHealthIsUserVisibleAndRetryable() throws { + let repoRoot = URL(fileURLWithPath: #filePath) + .deletingLastPathComponent() + .deletingLastPathComponent() + let appState = try String( + contentsOf: repoRoot.appendingPathComponent("Pines/App/PinesAppState.swift"), + encoding: .utf8 + ) + let appModel = try String( + contentsOf: repoRoot.appendingPathComponent("Pines/App/PinesAppModel.swift"), + encoding: .utf8 + ) + let settings = try String( + contentsOf: repoRoot.appendingPathComponent("Pines/Views/Settings/SettingsDetailView.swift"), + encoding: .utf8 + ) + + XCTAssertTrue(appState.contains("struct PinesCloudKitSyncStatus: Equatable")) + XCTAssertTrue(appState.contains("@Published var cloudKitSyncStatus")) + XCTAssertTrue(appModel.contains("phase: .syncing")) + XCTAssertTrue(appModel.contains("phase: .succeeded")) + XCTAssertTrue(appModel.contains("phase: .failed")) + XCTAssertTrue(appModel.contains("services.redactor.redact(error.localizedDescription)")) + XCTAssertTrue(settings.contains("cloudKitSyncChipStatus")) + XCTAssertTrue(settings.contains("cloudKitSyncSummary")) + XCTAssertTrue(settings.contains("reason: \"manual_settings\"")) + XCTAssertTrue(settings.contains("pines.settings.icloud.sync-now")) + XCTAssertTrue(settings.contains("pines.settings.icloud.error")) + } } diff --git a/PinesTests/OpenRouterRoutingTests.swift b/PinesTests/OpenRouterRoutingTests.swift new file mode 100644 index 0000000..2ffe9c5 --- /dev/null +++ b/PinesTests/OpenRouterRoutingTests.swift @@ -0,0 +1,141 @@ +import Foundation +import XCTest +import PinesCore +@testable import pines + +final class OpenRouterRoutingTests: XCTestCase { + func testPreferencesNormalizeProviderSlugsAndResolveConflicts() { + let preferences = OpenRouterProviderPreferences( + order: [" Anthropic ", "OPENAI", "anthropic"], + only: ["Azure", "azure"], + ignore: ["AZURE", "DeepInfra"], + sort: .throughput + ) + + XCTAssertEqual(preferences.order, ["anthropic", "openai"]) + XCTAssertEqual(preferences.only, ["azure"]) + XCTAssertEqual(preferences.ignore, ["deepinfra"]) + XCTAssertEqual(preferences.sort, .automatic, "Explicit provider order must win over sorting.") + } + + func testProviderObjectSerializesPrivacyAndReliabilityControls() throws { + let preferences = OpenRouterProviderPreferences( + only: ["azure"], + ignore: ["deepinfra"], + allowFallbacks: false, + requireParameters: false, + dataCollection: .deny, + zeroDataRetention: true, + sort: .latency + ) + + let object = try XCTUnwrap( + BYOKCloudInferenceProvider.openRouterProviderObject( + preferences, + requiresParameters: true + ) + ) + + XCTAssertEqual(object["sort"] as? String, "latency") + XCTAssertEqual(object["only"] as? [String], ["azure"]) + XCTAssertEqual(object["ignore"] as? [String], ["deepinfra"]) + XCTAssertEqual(object["allow_fallbacks"] as? Bool, false) + XCTAssertEqual(object["require_parameters"] as? Bool, true) + XCTAssertEqual(object["data_collection"] as? String, "deny") + XCTAssertEqual(object["zdr"] as? Bool, true) + } + + func testPreferencesAndChatRequestRoundTrip() throws { + let preferences = OpenRouterProviderPreferences( + order: ["anthropic", "openai"], + allowFallbacks: false, + requireParameters: true, + dataCollection: .deny, + zeroDataRetention: true + ) + let request = ChatRequest( + modelID: ModelID(rawValue: "openai/gpt-5-mini"), + messages: [ChatMessage(role: .user, content: "Hello")], + openRouterOptions: preferences + ) + + let decoded = try JSONDecoder().decode( + ChatRequest.self, + from: JSONEncoder().encode(request) + ) + + XCTAssertEqual(decoded.openRouterOptions, preferences) + } + + func testDecodedPreferencesRestoreNormalizationAndDefaults() throws { + let data = Data( + #"{"order":[" Anthropic ","OPENAI","anthropic"],"only":["Azure"],"ignore":["azure","DeepInfra"],"sort":"latency"}"#.utf8 + ) + + let decoded = try JSONDecoder().decode(OpenRouterProviderPreferences.self, from: data) + + XCTAssertEqual(decoded.order, ["anthropic", "openai"]) + XCTAssertEqual(decoded.only, ["azure"]) + XCTAssertEqual(decoded.ignore, ["deepinfra"]) + XCTAssertEqual(decoded.sort, .automatic) + XCTAssertTrue(decoded.allowFallbacks) + XCTAssertFalse(decoded.requireParameters) + XCTAssertEqual(decoded.dataCollection, .allow) + XCTAssertFalse(decoded.zeroDataRetention) + } + + func testOpenRouterRequestCarriesTypedRoutingPolicyAndStructuredOutput() async throws { + let provider = BYOKCloudInferenceProvider( + configuration: CloudProviderConfiguration( + id: "openrouter", + kind: .openRouter, + displayName: "OpenRouter", + baseURL: try XCTUnwrap(URL(string: "https://openrouter.ai/api/v1")), + keychainAccount: "openrouter" + ), + secretStore: InMemorySecretStore() + ) + let request = ChatRequest( + modelID: "openai/gpt-5-mini", + messages: [ChatMessage(role: .user, content: "Return JSON")], + structuredOutput: .jsonSchema( + name: "answer", + schema: .object([ + "type": .string("object"), + "properties": .object([ + "answer": .object(["type": .string("string")]), + ]), + ]), + strict: true + ), + openRouterOptions: OpenRouterProviderPreferences( + only: ["anthropic"], + allowFallbacks: false, + dataCollection: .deny, + zeroDataRetention: true, + sort: .latency + ) + ) + + let urlRequest = try await provider.openAICompatibleRequest(apiKey: "test-secret", chatRequest: request) + let bodyData = try XCTUnwrap(urlRequest.httpBody) + let body = try XCTUnwrap( + JSONSerialization.jsonObject(with: bodyData) as? [String: Any] + ) + let routing = try XCTUnwrap(body["provider"] as? [String: Any]) + let responseFormat = try XCTUnwrap(body["response_format"] as? [String: Any]) + let jsonSchema = try XCTUnwrap(responseFormat["json_schema"] as? [String: Any]) + + XCTAssertEqual(urlRequest.url?.absoluteString, "https://openrouter.ai/api/v1/chat/completions") + XCTAssertEqual(urlRequest.value(forHTTPHeaderField: "X-OpenRouter-Metadata"), "enabled") + XCTAssertEqual(routing["only"] as? [String], ["anthropic"]) + XCTAssertEqual(routing["allow_fallbacks"] as? Bool, false) + XCTAssertEqual(routing["require_parameters"] as? Bool, true) + XCTAssertEqual(routing["data_collection"] as? String, "deny") + XCTAssertEqual(routing["zdr"] as? Bool, true) + XCTAssertEqual(routing["sort"] as? String, "latency") + XCTAssertEqual(responseFormat["type"] as? String, "json_schema") + XCTAssertEqual(jsonSchema["name"] as? String, "answer") + XCTAssertEqual(jsonSchema["strict"] as? Bool, true) + } +} diff --git a/README.md b/README.md index 57e2481..81008c7 100644 --- a/README.md +++ b/README.md @@ -39,6 +39,8 @@ Pines treats the major cloud providers as specialists with visible capabilities, OpenAI uses official Responses features for reasoning controls, native web search, attachments, and state when those paths are needed, and Pines tracks OpenAI files, vector stores, batches, Deep Research, realtime/session records, and generated artifacts as provider resources. Anthropic brings Claude Messages, prompt caching, thinking controls, citations, hosted files, web search/fetch, batches, token counting, and provider-hosted tool provenance. Gemini brings Generate Content, Interactions, Google Search grounding, URL context metadata, Files API media flows, context caches, Live session records, Deep Research, generated media records, batches, and token counting. +OpenRouter is treated as a routing platform rather than a generic text endpoint: its settings can constrain upstream provider order or allow/deny lists, fallbacks, parameter support, data collection, and zero-data-retention eligibility. Structured requests carry the schema and require a route that supports it; route and cost provenance remain an active hardening area. + Provider-hosted files, vector stores, caches, batches, research runs, live sessions, generated artifacts, citations, and hosted tool calls are shown as provider resources. They are not confused with your local Vault, and they carry the same local-first rule: use cloud when you choose it, show what left the device, and keep deletion/import paths explicit. ## Local Mobile AI, Treated Like It Matters diff --git a/Sources/PinesCore/Inference/InferenceTypes.swift b/Sources/PinesCore/Inference/InferenceTypes.swift index 7f9f59b..294c10c 100644 --- a/Sources/PinesCore/Inference/InferenceTypes.swift +++ b/Sources/PinesCore/Inference/InferenceTypes.swift @@ -1405,6 +1405,99 @@ public struct AnthropicRequestOptions: Hashable, Codable, Sendable { } } +public enum OpenRouterDataCollectionPolicy: String, Hashable, Codable, Sendable, CaseIterable { + case allow + case deny +} + +public enum OpenRouterProviderSort: String, Hashable, Codable, Sendable, CaseIterable { + case automatic + case price + case throughput + case latency +} + +public struct OpenRouterProviderPreferences: Hashable, Codable, Sendable { + public var order: [String] + public var only: [String] + public var ignore: [String] + public var allowFallbacks: Bool + public var requireParameters: Bool + public var dataCollection: OpenRouterDataCollectionPolicy + public var zeroDataRetention: Bool + public var sort: OpenRouterProviderSort + + public init( + order: [String] = [], + only: [String] = [], + ignore: [String] = [], + allowFallbacks: Bool = true, + requireParameters: Bool = false, + dataCollection: OpenRouterDataCollectionPolicy = .allow, + zeroDataRetention: Bool = false, + sort: OpenRouterProviderSort = .automatic + ) { + let normalizedOrder = Self.normalizedProviderSlugs(order) + let normalizedOnly = Self.normalizedProviderSlugs(only) + self.order = normalizedOrder + self.only = normalizedOnly + self.ignore = Self.normalizedProviderSlugs(ignore).filter { !normalizedOnly.contains($0) } + self.allowFallbacks = allowFallbacks + self.requireParameters = requireParameters + self.dataCollection = dataCollection + self.zeroDataRetention = zeroDataRetention + self.sort = normalizedOrder.isEmpty ? sort : .automatic + } + + enum CodingKeys: String, CodingKey { + case order + case only + case ignore + case allowFallbacks + case requireParameters + case dataCollection + case zeroDataRetention + case sort + } + + public init(from decoder: Decoder) throws { + let container = try decoder.container(keyedBy: CodingKeys.self) + self.init( + order: try container.decodeIfPresent([String].self, forKey: .order) ?? [], + only: try container.decodeIfPresent([String].self, forKey: .only) ?? [], + ignore: try container.decodeIfPresent([String].self, forKey: .ignore) ?? [], + allowFallbacks: try container.decodeIfPresent(Bool.self, forKey: .allowFallbacks) ?? true, + requireParameters: try container.decodeIfPresent(Bool.self, forKey: .requireParameters) ?? false, + dataCollection: try container.decodeIfPresent( + OpenRouterDataCollectionPolicy.self, + forKey: .dataCollection + ) ?? .allow, + zeroDataRetention: try container.decodeIfPresent(Bool.self, forKey: .zeroDataRetention) ?? false, + sort: try container.decodeIfPresent(OpenRouterProviderSort.self, forKey: .sort) ?? .automatic + ) + } + + public var isDefault: Bool { + order.isEmpty + && only.isEmpty + && ignore.isEmpty + && allowFallbacks + && !requireParameters + && dataCollection == .allow + && !zeroDataRetention + && sort == .automatic + } + + private static func normalizedProviderSlugs(_ values: [String]) -> [String] { + var seen = Set() + return values.compactMap { value in + let normalized = value.trimmingCharacters(in: .whitespacesAndNewlines).lowercased() + guard !normalized.isEmpty, seen.insert(normalized).inserted else { return nil } + return normalized + } + } +} + public struct ChatRequest: Hashable, Codable, Sendable { public enum ExecutionContext: String, Hashable, Codable, Sendable { case chat @@ -1426,6 +1519,7 @@ public struct ChatRequest: Hashable, Codable, Sendable { public var openAIResponseOptions: OpenAIResponseRequestOptions? public var geminiOptions: GeminiRequestOptions? public var anthropicOptions: AnthropicRequestOptions? + public var openRouterOptions: OpenRouterProviderPreferences? public init( id: UUID = UUID(), @@ -1442,7 +1536,8 @@ public struct ChatRequest: Hashable, Codable, Sendable { executionContext: ExecutionContext = .chat, openAIResponseOptions: OpenAIResponseRequestOptions? = nil, geminiOptions: GeminiRequestOptions? = nil, - anthropicOptions: AnthropicRequestOptions? = nil + anthropicOptions: AnthropicRequestOptions? = nil, + openRouterOptions: OpenRouterProviderPreferences? = nil ) { self.id = id self.modelID = modelID @@ -1459,6 +1554,7 @@ public struct ChatRequest: Hashable, Codable, Sendable { self.openAIResponseOptions = openAIResponseOptions self.geminiOptions = geminiOptions self.anthropicOptions = anthropicOptions + self.openRouterOptions = openRouterOptions } enum CodingKeys: String, CodingKey { @@ -1477,6 +1573,7 @@ public struct ChatRequest: Hashable, Codable, Sendable { case openAIResponseOptions case geminiOptions case anthropicOptions + case openRouterOptions } public init(from decoder: Decoder) throws { @@ -1496,6 +1593,7 @@ public struct ChatRequest: Hashable, Codable, Sendable { openAIResponseOptions = try container.decodeIfPresent(OpenAIResponseRequestOptions.self, forKey: .openAIResponseOptions) geminiOptions = try container.decodeIfPresent(GeminiRequestOptions.self, forKey: .geminiOptions) anthropicOptions = try container.decodeIfPresent(AnthropicRequestOptions.self, forKey: .anthropicOptions) + openRouterOptions = try container.decodeIfPresent(OpenRouterProviderPreferences.self, forKey: .openRouterOptions) } public func replacing( @@ -1519,7 +1617,8 @@ public struct ChatRequest: Hashable, Codable, Sendable { executionContext: executionContext ?? self.executionContext, openAIResponseOptions: openAIResponseOptions, geminiOptions: geminiOptions, - anthropicOptions: anthropicOptions + anthropicOptions: anthropicOptions, + openRouterOptions: openRouterOptions ) } diff --git a/Sources/PinesCore/ProductionTypes.swift b/Sources/PinesCore/ProductionTypes.swift index 0498c7b..f027505 100644 --- a/Sources/PinesCore/ProductionTypes.swift +++ b/Sources/PinesCore/ProductionTypes.swift @@ -1480,6 +1480,7 @@ public struct AppSettingsSnapshot: Hashable, Codable, Sendable { public static let defaultAnthropicThinkingBudgetTokens = 4096 public static let defaultGeminiThinkingLevel: GeminiThinkingLevel = .medium public static let defaultCloudWebSearchMode: CloudWebSearchMode = .off + public static let defaultOpenRouterProviderPreferences = OpenRouterProviderPreferences() public static let defaultCloudAccessMode: CloudAccessMode = .byok public static let defaultProEntitlementStatus: ProEntitlementStatus = .inactive public static let defaultManagedCloudConsent: ManagedCloudConsent = .notAsked @@ -1509,6 +1510,7 @@ public struct AppSettingsSnapshot: Hashable, Codable, Sendable { public var anthropicTokenCountPreflightEnabled: Bool public var geminiThinkingLevel: GeminiThinkingLevel public var cloudWebSearchMode: CloudWebSearchMode + public var openRouterProviderPreferences: OpenRouterProviderPreferences public var requireToolApproval: Bool public var braveSearchEnabled: Bool public var onboardingCompleted: Bool @@ -1540,6 +1542,7 @@ public struct AppSettingsSnapshot: Hashable, Codable, Sendable { case anthropicTokenCountPreflightEnabled case geminiThinkingLevel case cloudWebSearchMode + case openRouterProviderPreferences case requireToolApproval case braveSearchEnabled case onboardingCompleted @@ -1572,6 +1575,7 @@ public struct AppSettingsSnapshot: Hashable, Codable, Sendable { anthropicTokenCountPreflightEnabled: Bool = false, geminiThinkingLevel: GeminiThinkingLevel = Self.defaultGeminiThinkingLevel, cloudWebSearchMode: CloudWebSearchMode = Self.defaultCloudWebSearchMode, + openRouterProviderPreferences: OpenRouterProviderPreferences = Self.defaultOpenRouterProviderPreferences, requireToolApproval: Bool = true, braveSearchEnabled: Bool = false, onboardingCompleted: Bool = false, @@ -1602,6 +1606,7 @@ public struct AppSettingsSnapshot: Hashable, Codable, Sendable { self.anthropicTokenCountPreflightEnabled = anthropicTokenCountPreflightEnabled self.geminiThinkingLevel = geminiThinkingLevel self.cloudWebSearchMode = cloudWebSearchMode + self.openRouterProviderPreferences = openRouterProviderPreferences self.requireToolApproval = requireToolApproval self.braveSearchEnabled = braveSearchEnabled self.onboardingCompleted = onboardingCompleted @@ -1643,6 +1648,10 @@ public struct AppSettingsSnapshot: Hashable, Codable, Sendable { anthropicTokenCountPreflightEnabled = try container.decodeIfPresent(Bool.self, forKey: .anthropicTokenCountPreflightEnabled) ?? false geminiThinkingLevel = try container.decodeIfPresent(GeminiThinkingLevel.self, forKey: .geminiThinkingLevel) ?? Self.defaultGeminiThinkingLevel cloudWebSearchMode = try container.decodeIfPresent(CloudWebSearchMode.self, forKey: .cloudWebSearchMode) ?? Self.defaultCloudWebSearchMode + openRouterProviderPreferences = try container.decodeIfPresent( + OpenRouterProviderPreferences.self, + forKey: .openRouterProviderPreferences + ) ?? Self.defaultOpenRouterProviderPreferences requireToolApproval = try container.decodeIfPresent(Bool.self, forKey: .requireToolApproval) ?? true braveSearchEnabled = try container.decodeIfPresent(Bool.self, forKey: .braveSearchEnabled) ?? false onboardingCompleted = try container.decodeIfPresent(Bool.self, forKey: .onboardingCompleted) ?? false diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index c84a58b..e92ec24 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -2339,6 +2339,7 @@ struct CoreContractTests { #expect(decoded.anthropicTokenCountPreflightEnabled == false) #expect(decoded.geminiThinkingLevel == .medium) #expect(decoded.cloudWebSearchMode == .off) + #expect(decoded.openRouterProviderPreferences == .init()) #expect(decoded.cloudAccessMode == .byok) #expect(decoded.proEntitlementStatus == .inactive) #expect(decoded.managedCloudConsent == .notAsked) @@ -2356,7 +2357,17 @@ struct CoreContractTests { anthropicEffort: .xhigh, anthropicTokenCountPreflightEnabled: true, geminiThinkingLevel: .high, - cloudWebSearchMode: .automatic + cloudWebSearchMode: .automatic, + openRouterProviderPreferences: OpenRouterProviderPreferences( + order: [" Anthropic ", "OPENAI", "anthropic"], + only: ["azure"], + ignore: ["AZURE", "deepinfra"], + allowFallbacks: false, + requireParameters: true, + dataCollection: .deny, + zeroDataRetention: true, + sort: .throughput + ) ) #expect(clamped.cloudMaxCompletionTokens == AppSettingsSnapshot.minCompletionTokens) #expect(clamped.localMaxCompletionTokens == AppSettingsSnapshot.maxCompletionTokens) @@ -2368,6 +2379,10 @@ struct CoreContractTests { #expect(clamped.anthropicTokenCountPreflightEnabled == true) #expect(clamped.geminiThinkingLevel == .high) #expect(clamped.cloudWebSearchMode == .automatic) + #expect(clamped.openRouterProviderPreferences.order == ["anthropic", "openai"]) + #expect(clamped.openRouterProviderPreferences.only == ["azure"]) + #expect(clamped.openRouterProviderPreferences.ignore == ["deepinfra"]) + #expect(clamped.openRouterProviderPreferences.sort == .automatic) #expect(clamped.cloudAccessMode == .managedPro) #expect(clamped.proEntitlementStatus == .active) #expect(clamped.managedCloudConsent == .optedIn) @@ -2597,7 +2612,13 @@ struct CoreContractTests { previousResponseID: "resp_previous", hostedTools: [OpenAIHostedToolRequest(kind: .fileSearch, vectorStoreIDs: ["vs_1"])] ), - geminiOptions: GeminiRequestOptions(cachedContentName: "cachedContents/1") + geminiOptions: GeminiRequestOptions(cachedContentName: "cachedContents/1"), + openRouterOptions: OpenRouterProviderPreferences( + order: ["anthropic", "openai"], + allowFallbacks: false, + dataCollection: .deny, + zeroDataRetention: true + ) ) let rebuilt = request.replacing( @@ -2616,6 +2637,7 @@ struct CoreContractTests { #expect(rebuilt.openAIResponseOptions?.previousResponseID == "resp_previous") #expect(rebuilt.openAIResponseOptions?.hostedTools.first?.vectorStoreIDs == ["vs_1"]) #expect(rebuilt.geminiOptions?.cachedContentName == "cachedContents/1") + #expect(rebuilt.openRouterOptions == request.openRouterOptions) #expect(rebuilt.webSearchOptions?.allowedDomains == ["example.com"]) #expect(rebuilt.vaultContextIDs == request.vaultContextIDs) } diff --git a/docs/STATUS.md b/docs/STATUS.md index c27b65a..cc323a4 100644 --- a/docs/STATUS.md +++ b/docs/STATUS.md @@ -27,7 +27,7 @@ This repository is a working foundation for `pines`, not a signed App Store dist - Exact app-level pins to the maintained `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` forks for TurboQuant and compatibility APIs. - Split MLX compatibility implementations for Llama 4 and DeepSeek V4 model families. - Hugging Face preflight and resumable model install/delete service. -- BYOK cloud streaming adapters for OpenAI-compatible, OpenRouter, Anthropic, and Gemini, including provider-specific stream metadata parsing. +- BYOK cloud streaming adapters for OpenAI-compatible, OpenRouter, Anthropic, and Gemini, including provider-specific stream metadata parsing. OpenRouter requests support persisted provider order/allow/deny/sort policy, fallback and supported-parameter enforcement, data-collection/ZDR constraints, routing-metadata opt-in, and JSON object/schema response formats. - Shared provider lifecycle records, repositories, previews, and the Artifacts workspace for provider-hosted files, artifacts, caches/vector stores, batches, model capabilities, live sessions, and research runs. - OpenAI provider lifecycle workflows for Files, vector stores, vector-store file batches, batches, Deep Research, realtime session records, generated image/video artifacts, speech, transcription, and translation artifacts. - Anthropic provider lifecycle workflows for Files, generated file download/import, prompt cache metrics, citations, thinking preservation, Message Batches, token counting, hosted tool metadata, and model capability rows. @@ -43,13 +43,13 @@ This repository is a working foundation for `pines`, not a signed App Store dist - Platform-unlock contracts for adaptive precision, semantic/multimodal/agent memory, open KV descriptors, device mesh, personalization/adapters, and release kill switches. These are disabled by default and require compatibility-pair plus evidence gates before product activation. - iOS runtime guardrails: memory/thermal adaptive profiles, compact 6 GB device defaults, memory-warning unload, bounded vector scans, batched vault embedding ingestion, foreground-only MLX execution, conservative background model-download network defaults, and recovered-download reconciliation. - Read-only runtime diagnostics and OSLog/MetricKit hooks for startup phases, generation speed, vault retrieval, and memory pressure. -- Bidirectional CloudKit private-database sync for opt-in settings, Project Spaces, conversations/messages, Vault document metadata/chunks, tombstones, and explicitly enabled embedding/code blobs. Sync is triggered at launch, foreground activation, settings changes, and local content mutations. +- Bidirectional CloudKit private-database sync for opt-in settings, Project Spaces, conversations/messages, Vault document metadata/chunks, tombstones, and explicitly enabled embedding/code blobs. Sync is triggered at launch, foreground activation, settings changes, and local content mutations; Settings exposes current sync phase, redacted failure details, last success, and explicit retry. - Personal-team-safe default signing: generated Xcode builds omit iCloud entitlements and keep CloudKit runtime activation disabled unless a paid-team build overrides both iCloud settings. - MCP Streamable HTTP support for tools, resources, prompts, user-approved sampling, bearer tokens, OAuth PKCE, subscriptions, safe resource previews, and persisted MCP tool safety annotations. Unannotated tools conservatively default to remote-state-changing. - Bounded provider response ingestion for JSON, files, audio, batch results, generated media, and video so provider endpoints cannot allocate unbounded in-memory responses. - Settings persistence, cloud provider settings flow, MCP server settings, and audit event UI. -- Cloud provider create/update-by-name, validation, model catalog refresh, default model selection, and deletion. -- Chat stop and retry controls. +- Cloud provider create/edit, identity-preserving rename and endpoint updates, optional Keychain credential rotation, duplicate-name rejection, validation, model catalog refresh, default model selection, and deletion. +- Chat stop, retry, edit, and regenerate controls. - Layered `.icon` source for the app icon. - Swift Testing core contract tests, iOS app surface tests, and framework-free verification runner. - Shared Xcode validation script used by CI and release validation for project generation, drift checking, unsigned iOS build, simulator build-for-testing, and simulator smoke tests. @@ -62,7 +62,7 @@ This repository is a working foundation for `pines`, not a signed App Store dist ## Not Complete - Real-device TurboQuant acceptance on the A16 through A19 Pro hardware matrix, including stable multi-repeat real-model coverage and at least one imported model/device/mode evidence tuple before any `Verified` or `Certified` product claim. -- Production UX hardening for regenerate controls, fuller provider editing, provider-hosted transfer progress/retry/cancellation, richer hosted-tool approvals, CloudKit conflict UI, and detailed model compatibility messaging. +- Production UX hardening for provider-hosted transfer progress/retry/cancellation, richer hosted-tool approvals, persisted CloudKit conflict resolution, detailed model compatibility messaging, and OpenRouter route/cost provenance. - Signed App Store archive/export, TestFlight/App Store upload automation, and final App Store Connect privacy review for the submitted binary. - The platform-aware, warning-free `mlx-swift` build-tool plugin, Apple-mobile JIT compatibility fix, and SwiftPM 6.2 manifest compatibility are pinned at `bcf93af23f11428f6f01efb0bb4b9020cd2eb383`; cold iOS device and simulator builds must remain warning-free as part of release validation. - Remaining monolith candidates are semantic rather than mechanical: `PinesAppModel` still owns high-level orchestration, `SettingsDetailView` owns the full settings editor, and `ModelsViewComponents` owns model list/detail presentation. Split these further only alongside focused feature changes. diff --git a/docs/cloud-providers/README.md b/docs/cloud-providers/README.md index ad61fe1..51afd11 100644 --- a/docs/cloud-providers/README.md +++ b/docs/cloud-providers/README.md @@ -1,6 +1,6 @@ # Cloud Provider Feature Review -Last verified: 2026-05-19. +Last full cross-provider review: 2026-05-19. OpenRouter implementation and documentation refreshed: 2026-07-12. This folder tracks the current cloud-provider surface in Pines, the remaining feature gaps, and the production parity roadmaps. It is intentionally scoped to the provider kinds currently present in `CloudProviderKind`: OpenAI/OpenAI-compatible, Anthropic, Gemini, OpenRouter, and Voyage AI. @@ -18,6 +18,7 @@ Current Pines cloud surface, based on `Pines/Cloud/BYOKCloudInferenceProvider.sw - Chat provenance for request IDs, provider IDs, usage/cache metrics, citations, hosted tool events, file references, and selected provider-side state. - Provider-backed vault embeddings for OpenAI-compatible, Gemini, OpenRouter, Voyage AI, and custom providers. - Provider-specific reasoning controls for OpenAI, Anthropic, and Gemini where model eligibility is recognized. +- Persisted OpenRouter routing/privacy controls for provider order, allow/deny lists, route sorting, fallback, supported-parameter enforcement, data collection, and zero-data-retention eligibility, plus Chat Completions structured-output mapping. Provider documents: diff --git a/docs/cloud-providers/openrouter-roadmap.md b/docs/cloud-providers/openrouter-roadmap.md index 0122b90..215016e 100644 --- a/docs/cloud-providers/openrouter-roadmap.md +++ b/docs/cloud-providers/openrouter-roadmap.md @@ -1,6 +1,12 @@ # OpenRouter Production Parity Roadmap -Last verified: 2026-05-19. Companion gap analysis: [openrouter.md](openrouter.md). +Last verified: 2026-07-12. Companion gap analysis: [openrouter.md](openrouter.md). + +## Current Implementation State + +Pines now persists a normalized OpenRouter policy and applies it to Chat Completions requests. The shipped Settings controls cover explicit provider order, allow/deny lists, price/throughput/latency sorting, fallbacks, required-parameter enforcement, data-collection denial, and zero-data-retention eligibility. Tool and structured-output requests automatically require parameter support. JSON object/schema response formats are mapped to `response_format`, and requests opt in to OpenRouter routing metadata. + +This is a meaningful Phase 1/3 foundation, not production parity. Policy is currently global rather than per-thread/per-provider; max-price and quantization controls, parsed upstream route/fallback provenance, cost accounting, metadata-driven model eligibility, server tools, reasoning controls, response healing, caching/transforms, and output media remain incomplete. ## Product Goal @@ -51,12 +57,13 @@ Goal: Give users control over where OpenRouter sends their request. Todos: -- Add OpenRouter-specific request settings for provider order, allow/deny providers, allow fallbacks, require parameters, data collection, ZDR preference, and max price. -- Default `require_parameters` for schema/tool/modality-critical requests. -- Surface actual routed provider and fallback metadata in run details where available. -- Add per-thread and per-provider defaults. -- Add tests for strict provider order, fallback disabled, and unsupported parameter rejection. -- Add routing control panel and route provenance UI. +- [x] Add typed request settings for provider order, allow/deny providers, route sorting, fallbacks, required parameters, data collection, and ZDR preference. +- [x] Default `require_parameters` for schema/tool-critical requests. +- [x] Add persisted routing/privacy controls and direct request-construction tests. +- [ ] Add max-price and quantization controls. +- [ ] Surface actual routed provider and fallback metadata in run details. +- [ ] Add per-thread and per-provider overrides. +- [ ] Add route provenance UI and live unsupported-parameter rejection coverage. Possible hiccups: @@ -95,10 +102,10 @@ Goal: Make extraction reliable across routed models. Todos: -- Map provider-neutral schema requests to OpenRouter structured output format. -- Set `require_parameters` when schema adherence is required. -- Add optional response healing for non-streaming structured requests if still supported and useful. -- Add model/provider capability checks before sending schemas. +- [x] Map provider-neutral JSON object/schema requests to OpenRouter `response_format`. +- [x] Set `require_parameters` when schema adherence is required. +- [ ] Add optional response healing for non-streaming structured requests if still supported and useful. +- [ ] Replace static provider capability with model/upstream metadata checks before sending schemas. Possible hiccups: diff --git a/docs/cloud-providers/openrouter.md b/docs/cloud-providers/openrouter.md index aaaa3fc..c08f03b 100644 --- a/docs/cloud-providers/openrouter.md +++ b/docs/cloud-providers/openrouter.md @@ -1,20 +1,20 @@ -# OpenRouter Provider Gaps +# OpenRouter Provider Status And Gaps -Last verified: 2026-05-19. +Last verified: 2026-07-12. Primary sources: -- [OpenRouter API reference](https://openrouter.ai/docs/api/reference/overview/) -- [Parameters](https://openrouter.ai/docs/api/reference/parameters) +- [Chat Completions API](https://openrouter.ai/docs/api/api-reference/chat/send-chat-completion-request) - [Models](https://openrouter.ai/docs/guides/overview/models) - [Provider routing](https://openrouter.ai/docs/guides/routing/provider-selection) -- [Structured outputs](https://openrouter.ai/docs/features/structured-outputs) +- [Structured outputs](https://openrouter.ai/docs/guides/features/structured-outputs) - [Server tools](https://openrouter.ai/docs/guides/features/server-tools/overview) - [Web search server tool](https://openrouter.ai/docs/guides/features/server-tools/web-search) - [Plugins](https://openrouter.ai/docs/guides/features/plugins/overview) - [Multimodal capabilities](https://openrouter.ai/docs/guides/overview/multimodal/overview) -- [Usage accounting](https://openrouter.ai/docs/guides/guides/usage-accounting) -- [Prompt caching](https://openrouter.ai/docs/features/prompt-caching) +- [Reasoning tokens](https://openrouter.ai/docs/guides/best-practices/reasoning-tokens) +- [Usage accounting](https://openrouter.ai/docs/cookbook/administration/usage-accounting) +- [Response healing](https://openrouter.ai/docs/guides/features/plugins/response-healing) ## What Pines Supports Today @@ -25,23 +25,27 @@ Primary sources: - PDF inputs through OpenRouter's `file` content part shape. - OpenRouter embeddings through `/embeddings` with `input_type`. - Usage parsing through OpenAI-compatible stream shapes. +- Persisted, normalized routing policy for explicit provider order, provider allow/deny lists, price/throughput/latency sorting, fallback enablement, required-parameter enforcement, data-collection denial, and zero-data-retention eligibility. +- OpenRouter routing-metadata opt-in through `X-OpenRouter-Metadata: enabled`. +- Provider-neutral JSON object/schema requests mapped to Chat Completions `response_format`. +- Automatic `require_parameters: true` for requests carrying tools or structured output, so routing cannot silently drop those required features. ## High-Value Unsupported Or Partial Features -### 1. Provider routing controls +### 1. Route provenance and remaining routing controls -OpenRouter's main product value is routing across many upstream providers, but Pines does not expose `provider.order`, `allow_fallbacks`, `require_parameters`, `data_collection`, `zdr`, `max_price`, or provider ignore/only preferences. +Pines now sends the highest-value provider routing and privacy controls, but it does not yet expose `max_price`, quantization filters, or per-thread/per-provider overrides. Requests opt in to routing metadata, but the streaming parser and run-detail UI do not yet persist and display the actual upstream provider or fallback route. Value: -- Users can enforce privacy, cost, latency, availability, or provider-specific requirements. -- Prevents silent fallback to providers that lack required parameters or retention guarantees. +- Users should be able to verify which upstream actually handled a request, not only which route they requested. +- Price and quantization ceilings complete the operational routing policy. Implementation notes: -- Add OpenRouter-specific advanced settings per request/thread/provider. -- Use `require_parameters: true` when Pines sends structured outputs, tools, reasoning controls, or modalities that must not be dropped. -- Surface actual routed provider and fallback metadata where available. +- Parse and persist response routing metadata and fallback information. +- Add route provenance to chat/run details. +- Add `max_price`, quantization, and scoped override controls after model metadata is available. ### 2. OpenRouter server tools @@ -57,18 +61,19 @@ Implementation notes: - Parse tool calls/results and standardized annotations. - Prefer the server tool over deprecated web plugin shortcuts. -### 3. Structured outputs and response healing +### 3. Structured-output reliability and response healing -Pines does not send `response_format` JSON schema or OpenRouter `structured_outputs` hints. It also does not enable response healing for imperfect JSON. +Pines sends JSON object/schema `response_format` and automatically requires supported parameters. It still relies on static provider capability rather than current model/upstream metadata and does not enable response healing for imperfect JSON. Value: -- Reliable extraction across many models. -- More robust results from models that approximate JSON but do not strictly follow schemas. +- Metadata-driven preflight can reject impossible routes before a paid request. +- Optional response healing can improve non-streaming extraction from models that approximate JSON. Implementation notes: -- Use `require_parameters: true` when a schema is mandatory. +- Keep `require_parameters: true` when a schema is mandatory. +- Validate eligibility against current model and upstream-provider metadata. - Consider optional response-healing plugin for non-streaming structured requests. ### 4. Reasoning token controls @@ -164,19 +169,19 @@ Implementation notes: ## Suggested Priority -1. Provider routing controls and actual routed-provider metadata. -2. Structured outputs with `require_parameters`. -3. Usage/cost accounting. -4. Server web search tool. -5. Reasoning controls. -6. Model metadata-driven picker. +1. Actual routed-provider/fallback provenance and usage/cost accounting. +2. Model metadata-driven eligibility and picker details. +3. Server web search tool and citations. +4. OpenRouter reasoning controls and reasoning-token parsing. +5. Response healing for eligible non-streaming structured requests. +6. Max-price/quantization and scoped routing overrides. 7. Prompt caching/transforms. 8. Additional modalities and upstream BYOK routing. -## Review Checklist +## Decisions And Open Questions -- Should OpenRouter be treated as just OpenAI-compatible, or as its own routing platform with dedicated UI? -- Should Pines default `require_parameters: true` for tools/schema/modalities to avoid degraded requests? -- Which routing controls should be simple toggles versus expert-only JSON settings? -- Should OpenRouter cost accounting be first-class in run details? -- Should OpenRouter server web search replace Pines-native or provider-native web search when selected? +- Decision: OpenRouter has dedicated typed routing/privacy UI rather than raw JSON or generic OpenAI-compatible behavior. +- Decision: Pines requires parameter support automatically for tools and structured output. +- Open: should cost accounting and upstream route provenance share one run-detail panel? +- Open: which routing controls should be per-thread overrides rather than provider defaults? +- Open: should OpenRouter server web search replace Pines-native or provider-native web search when selected? From 19d102366576e896cecfa8eb9fdae36d8856d4a5 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 12 Jul 2026 23:30:09 +0200 Subject: [PATCH 74/80] Harden hosted simulator validation Boot and wait for a clean simulator before each CI test phase, bound xcodebuild execution, and retry once after launcher failures so hosted runner stalls fail fast instead of consuming the full job timeout. --- scripts/ci/run-xcode-validation.sh | 78 +++++++++++++++++++++++++----- 1 file changed, 66 insertions(+), 12 deletions(-) diff --git a/scripts/ci/run-xcode-validation.sh b/scripts/ci/run-xcode-validation.sh index 9fe94e9..c225ce5 100755 --- a/scripts/ci/run-xcode-validation.sh +++ b/scripts/ci/run-xcode-validation.sh @@ -210,20 +210,74 @@ run_tests() { run_xcode_test_phase() { local simulator_id="$1" local label="$2" + local timeout_seconds="${PINES_XCODE_TEST_TIMEOUT_SECONDS:-}" shift 2 - echo "Running iOS runtime smoke tests ($label)..." - set -o pipefail - xcodebuild \ - -project "$project" \ - -scheme "$scheme" \ - -destination "id=$simulator_id" \ - -derivedDataPath "$derived_data" \ - "${xcode_package_flags[@]}" \ - CODE_SIGNING_ALLOWED=NO \ - ONLY_ACTIVE_ARCH=YES \ - "$@" \ - test-without-building | tee -a "$log_dir/xcodebuild-test-run.log" + if [ -z "$timeout_seconds" ]; then + if [ "${CI:-}" = "true" ]; then + timeout_seconds=600 + else + timeout_seconds=0 + fi + fi + + local attempt + for attempt in 1 2; do + prepare_test_simulator "$simulator_id" + echo "Running iOS runtime smoke tests ($label, attempt $attempt)..." + set -o pipefail + if run_with_timeout "$timeout_seconds" \ + xcodebuild \ + -project "$project" \ + -scheme "$scheme" \ + -destination "id=$simulator_id" \ + -derivedDataPath "$derived_data" \ + "${xcode_package_flags[@]}" \ + CODE_SIGNING_ALLOWED=NO \ + ONLY_ACTIVE_ARCH=YES \ + "$@" \ + test-without-building | tee -a "$log_dir/xcodebuild-test-run.log"; then + return 0 + fi + + local status="${PIPESTATUS[0]}" + if [ "$attempt" -eq 2 ]; then + echo "::error::$label failed after a fresh simulator retry (status $status)." >&2 + return "$status" + fi + + echo "::warning::$label did not complete (status $status); retrying with a freshly booted simulator." >&2 + done +} + +prepare_test_simulator() { + local simulator_id="$1" + + if [ "${CI:-}" != "true" ]; then + return 0 + fi + + echo "Preparing simulator $simulator_id for runtime tests..." + xcrun simctl shutdown "$simulator_id" >/dev/null 2>&1 || true + xcrun simctl erase "$simulator_id" + xcrun simctl boot "$simulator_id" + xcrun simctl bootstatus "$simulator_id" -b +} + +run_with_timeout() { + local timeout_seconds="$1" + shift + + if [ "$timeout_seconds" -le 0 ]; then + "$@" + return + fi + + perl -e ' + my $timeout = shift @ARGV; + alarm $timeout; + exec @ARGV or die "exec failed: $!\n"; + ' "$timeout_seconds" "$@" } finalize_validation() { From ddfe2609e8903a4bacf69ce7f8f7bb74415bd725 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Sun, 12 Jul 2026 23:44:43 +0200 Subject: [PATCH 75/80] Upgrade public website experience --- site/src/components/FeatureBands.astro | 16 +- .../components/MarketingCompleteness.astro | 39 +- site/src/components/OnboardingSection.astro | 20 +- site/src/components/ProductTour.astro | 18 +- site/src/components/SiteFooter.astro | 12 +- site/src/components/SiteNav.astro | 61 +- site/src/pages/404.astro | 2 +- site/src/pages/index.astro | 10 +- site/src/pages/privacy.astro | 2 +- site/src/pages/status.astro | 4 +- site/src/styles/global.css | 1022 +++++++++++++++++ 11 files changed, 1121 insertions(+), 85 deletions(-) diff --git a/site/src/components/FeatureBands.astro b/site/src/components/FeatureBands.astro index c1cebf5..38613a8 100644 --- a/site/src/components/FeatureBands.astro +++ b/site/src/components/FeatureBands.astro @@ -18,11 +18,9 @@ const capabilities = [ ]; const trustItems = [ - "API keys stay in Keychain.", + "API keys stay in Keychain, while optional CloudKit sync excludes secrets and model binaries.", "Normal inference remains local unless a cloud route is configured and chosen.", "Private vault and MCP resource context require per-turn approval before cloud use.", - "Tool specs declare permissions, side effects, network policy, and timeout.", - "CloudKit sync is optional and deliberately excludes secrets and model binaries.", ]; --- @@ -46,10 +44,10 @@ const trustItems = [ -
+
Default Boundary -

On device until you decide otherwise.

+

On device until you decide otherwise.

Pines is local-first by default. Chats, model state, vault documents, embeddings, attachments, and normal inference stay on device unless you configure a provider and choose a cloud route. @@ -62,14 +60,16 @@ const trustItems = [

-

Visible Consent Points

+ Visible consent +

Private by default. Explicit when a task crosses the boundary.

    {trustItems.map((item) =>
  • {item}
    • )}
+ Read the security model
-
+
@@ -84,7 +84,7 @@ sampling/create reviewed before return
Tools And MCP -

Connect useful systems while keeping actions legible.

+

Connect useful systems without hiding what they can do.

MCP servers can bring tools, resources, prompts, subscriptions, and sampling into Pines. Network operations, private context, browser actions, and sampling results remain approval-aware. diff --git a/site/src/components/MarketingCompleteness.astro b/site/src/components/MarketingCompleteness.astro index 5d46500..09dad52 100644 --- a/site/src/components/MarketingCompleteness.astro +++ b/site/src/components/MarketingCompleteness.astro @@ -1,30 +1,9 @@ --- -const useCases = [ - { - title: "Think privately", - body: "Ask ordinary questions, draft notes, and work through personal context without making every prompt a network request.", - }, - { - title: "Research with context", - body: "Use vault retrieval, web fetch, search, and MCP resources when a conversation needs more than memory.", - }, - { - title: "Switch routes clearly", - body: "Keep local models and BYOK providers in one workflow instead of spreading work across apps and dashboards.", - }, - { - title: "Stay close on Watch", - body: "Check conversations, send quick replies, stop active runs, and recover pending requests from Apple Watch.", - }, -]; - const essentials = [ ["Availability", "Pines is source-available now. Public App Store or TestFlight availability will be announced only when distribution is ready."], ["License", "PolyForm Noncommercial 1.0.0. Commercial use requires a separate written RNT56 license."], ["Platforms", "Built for iPhone with an Apple Watch companion, Live Activity support, and shared Swift packages."], ["Data boundary", "Local-first defaults, Keychain secrets, optional iCloud sync, and explicit cloud context approval."], - ["Models", "Local MLX models are treated as a first-class path, with provider routes available when configured."], - ["Source", "The code, architecture notes, security model, MCP notes, and current status are available on GitHub."], ]; const faqs = [ @@ -32,29 +11,13 @@ const faqs = [ ["Does Pines require cloud AI?", "No. Local execution is a first-class route. Cloud is BYOK-only and explicit."], ["Can cloud providers see vault context automatically?", "No. Private local context requires a visible per-turn approval path before cloud use."], ["Why source-available instead of open source?", "The repository is available for noncommercial inspection, building, and contribution under PolyForm Noncommercial 1.0.0. Commercial use needs a separate license."], - ["What should a new visitor do first?", "Read the status page for maturity, then follow GitHub releases or inspect the source."], ]; --- -

-
- What It Is For -

A personal AI workspace for people who care where the work runs.

-
-
- {useCases.map((item) => ( -
-

{item.title}

-

{item.body}

-
- ))} -
-
-
Availability And Trust -

Clear expectations before you build, follow, or install.

+

Know the boundary before you invest your time.

{essentials.map(([label, body]) => ( diff --git a/site/src/components/OnboardingSection.astro b/site/src/components/OnboardingSection.astro index 688b51c..22fd751 100644 --- a/site/src/components/OnboardingSection.astro +++ b/site/src/components/OnboardingSection.astro @@ -7,23 +7,13 @@ const steps = [ }, { number: "02", - title: "Choose a model", - body: "Review local model size, capability, and readiness before downloading an MLX model for everyday use.", + title: "Choose a model and add context", + body: "Review local model readiness, then bring in notes, PDFs, images, Markdown, JSON, CSV, or plain text when a task needs your material.", }, { number: "03", - title: "Add your context", - body: "Import notes, PDFs, images, Markdown, JSON, CSV, or plain text so Pines can retrieve what matters later.", - }, - { - number: "04", - title: "Add cloud reach", - body: "Connect BYOK providers for harder tasks while keeping private-context approval visible per turn.", - }, - { - number: "05", - title: "Bring it to your wrist", - body: "Use the Watch app for quick replies, conversation status, cancellation, and pending request recovery.", + title: "Expand only when useful", + body: "Add BYOK providers, approval-aware tools, MCP servers, and Watch access as your workflow grows—not as setup tax on day one.", }, ]; --- @@ -31,7 +21,7 @@ const steps = [
Getting Started -

Designed so the first useful step does not require cloud setup.

+

Useful before you configure a single cloud service.

Pines is meant to feel calm on day one: begin locally, add your own material, then connect cloud providers and tools only when your workflow needs them. diff --git a/site/src/components/ProductTour.astro b/site/src/components/ProductTour.astro index 655ea9e..cb9e75b 100644 --- a/site/src/components/ProductTour.astro +++ b/site/src/components/ProductTour.astro @@ -83,6 +83,7 @@ const tabs = [ aria-controls={`pane-${tab.id}`} id={`tab-${tab.id}`} data-tour-tab={tab.id} + tabindex={index === 0 ? "0" : "-1"} > {tab.label} @@ -138,10 +139,12 @@ const tabs = [ const tabs = Array.from(tour.querySelectorAll("[data-tour-tab]")); const panes = Array.from(tour.querySelectorAll("[data-tour-pane]")); - function activate(id) { + function activate(id, moveFocus = false) { tabs.forEach((tab) => { const selected = tab.getAttribute("data-tour-tab") === id; tab.setAttribute("aria-selected", String(selected)); + tab.setAttribute("tabindex", selected ? "0" : "-1"); + if (selected && moveFocus) tab.focus(); }); panes.forEach((pane) => { @@ -153,6 +156,19 @@ const tabs = [ tabs.forEach((tab) => { tab.addEventListener("click", () => activate(tab.getAttribute("data-tour-tab"))); + tab.addEventListener("keydown", (event) => { + const currentIndex = tabs.indexOf(tab); + let nextIndex = currentIndex; + + if (event.key === "ArrowRight" || event.key === "ArrowDown") nextIndex = (currentIndex + 1) % tabs.length; + else if (event.key === "ArrowLeft" || event.key === "ArrowUp") nextIndex = (currentIndex - 1 + tabs.length) % tabs.length; + else if (event.key === "Home") nextIndex = 0; + else if (event.key === "End") nextIndex = tabs.length - 1; + else return; + + event.preventDefault(); + activate(tabs[nextIndex].getAttribute("data-tour-tab"), true); + }); }); }); diff --git a/site/src/components/SiteFooter.astro b/site/src/components/SiteFooter.astro index 70d3aea..ab1e3f0 100644 --- a/site/src/components/SiteFooter.astro +++ b/site/src/components/SiteFooter.astro @@ -2,7 +2,6 @@ const year = new Date().getFullYear(); const productLinks = [ - { href: "/#previews", label: "App previews" }, { href: "/#tour", label: "Product tour" }, { href: "/#onboarding", label: "Getting started" }, { href: "/privacy/", label: "Privacy" }, @@ -32,16 +31,16 @@ const projectLinks = [

Pines -

Local models, optional cloud reach, private context, and Apple Watch access in one iPhone workspace.

+

Local models, private context, optional cloud reach, and Apple Watch access in one iPhone workspace.

Source available now -

Public TestFlight or App Store availability will be announced when distribution is ready.

+

Public distribution follows real-device acceptance and final App Store hardening.

View source - Read status + Current status
@@ -62,10 +61,9 @@ const projectLinks = [
-

- Copyright {year} RNT56 and Pines contributors. Source-available for noncommercial use under PolyForm Noncommercial 1.0.0. -

+

Copyright {year} RNT56 and Pines contributors.

+ PolyForm Noncommercial 1.0.0 License Notice Privacy diff --git a/site/src/components/SiteNav.astro b/site/src/components/SiteNav.astro index 1024c6c..0b598f9 100644 --- a/site/src/components/SiteNav.astro +++ b/site/src/components/SiteNav.astro @@ -1,20 +1,69 @@ --- const navItems = [ - { href: "/#previews", label: "Previews" }, - { href: "/#tour", label: "Tour" }, + { href: "/#tour", label: "Product" }, + { href: "/#privacy", label: "Privacy" }, { href: "/#onboarding", label: "Setup" }, { href: "/#builders", label: "Builders" }, { href: "/status/", label: "Status" }, ]; + +const currentPath = Astro.url.pathname; --- -
+ +
Pines -
+ + diff --git a/site/src/pages/404.astro b/site/src/pages/404.astro index 6b0bb41..f641ed0 100644 --- a/site/src/pages/404.astro +++ b/site/src/pages/404.astro @@ -7,7 +7,7 @@ import SiteFooter from "../components/SiteFooter.astro";
-
+
404

This page is not in the vault.

diff --git a/site/src/pages/index.astro b/site/src/pages/index.astro index 1c3e1bb..ed5feb8 100644 --- a/site/src/pages/index.astro +++ b/site/src/pages/index.astro @@ -6,7 +6,6 @@ import DeviceShowcase from "../components/DeviceShowcase.astro"; import ProductTour from "../components/ProductTour.astro"; import FeatureBands from "../components/FeatureBands.astro"; import BuilderSection from "../components/BuilderSection.astro"; -import PreviewSuite from "../components/PreviewSuite.astro"; import OnboardingSection from "../components/OnboardingSection.astro"; import MarketingCompleteness from "../components/MarketingCompleteness.astro"; @@ -23,7 +22,7 @@ const proofItems = [
-
+
@@ -53,7 +52,6 @@ const proofItems = [
- @@ -62,12 +60,12 @@ const proofItems = [
Current Status -

Transparent about what is ready and what is still being hardened.

+

Working software, with the remaining release work stated plainly.

Pines already has the iPhone app foundation, Watch companion, local model runtime, BYOK providers, vault ingestion, MCP support, tool approval, audit surfaces, - and release validation. Public distribution still depends on real-device acceptance - and final App Store polish. + and release validation. Public distribution still depends on broader real-device + acceptance and final App Store hardening.

Read status diff --git a/site/src/pages/privacy.astro b/site/src/pages/privacy.astro index a34f1a9..b9ee654 100644 --- a/site/src/pages/privacy.astro +++ b/site/src/pages/privacy.astro @@ -34,7 +34,7 @@ const policies = [ >
-
+
Privacy

Local-first is the product boundary.

diff --git a/site/src/pages/status.astro b/site/src/pages/status.astro index 9e3c4b8..0fe814e 100644 --- a/site/src/pages/status.astro +++ b/site/src/pages/status.astro @@ -30,10 +30,10 @@ const next = [ >
-
+
Status -

Pines is source-available now and still before public app distribution.

+

Built in public. Not yet in public distribution.

This page separates what already exists in the repository from the work still needed before Pines is presented as a finished iPhone and Apple Watch app. diff --git a/site/src/styles/global.css b/site/src/styles/global.css index d110987..95188ef 100644 --- a/site/src/styles/global.css +++ b/site/src/styles/global.css @@ -2093,3 +2093,1025 @@ pre { transform: translateY(260%); } } + +/* 2026 public-site refresh ------------------------------------------------- */ + +:root { + --line: rgba(207, 244, 232, 0.14); + --line-strong: rgba(207, 244, 232, 0.25); + --text: #f5faf7; + --muted: #bdcbc6; + --soft: #8fa19b; + --shadow: 0 24px 72px rgba(0, 0, 0, 0.28); + --radius: 18px; + --radius-small: 12px; + --max: 1160px; +} + +html { + min-width: 0; + scroll-padding-top: 96px; +} + +body { + min-width: 0; + background: + radial-gradient(circle at 18% 0%, rgba(33, 117, 93, 0.18), transparent 34rem), + linear-gradient(180deg, #0b211b 0%, #0c1412 34%, #090e0d 100%); +} + +body::before { + opacity: 0.52; + background-size: 56px 56px; + mask-image: linear-gradient(180deg, black, transparent 62%); +} + +.page-shell { + min-height: 100vh; + overflow-x: clip; + overflow-y: visible; +} + +.skip-link { + position: fixed; + top: 12px; + left: 12px; + z-index: 100; + padding: 10px 14px; + border-radius: 10px; + color: var(--ink); + background: var(--mint-200); + font-weight: 800; + transform: translateY(-160%); + transition: transform 160ms ease; +} + +.skip-link:focus { + transform: translateY(0); +} + +.site-header { + top: 12px; + width: min(var(--max), calc(100% - 32px)); + height: 62px; + margin-bottom: 12px; + padding: 0 10px 0 16px; + border: 1px solid var(--line); + border-radius: 18px; + background: rgba(8, 29, 24, 0.84); + box-shadow: 0 14px 40px rgba(0, 0, 0, 0.18), inset 0 1px 0 rgba(255, 255, 255, 0.04); + backdrop-filter: blur(22px) saturate(130%); +} + +.site-header::after { + display: none; +} + +.brand-lockup, +.footer-brand { + min-width: 0; +} + +.brand-mark { + width: 30px; + height: 30px; +} + +.site-nav { + gap: 2px; + padding: 4px; + border: 0; + background: transparent; + box-shadow: none; +} + +.site-nav a, +.nav-cta { + min-height: 38px; + padding: 0 13px; + font-size: 0.88rem; +} + +.site-nav a[aria-current="page"] { + color: var(--mint-200); + background: rgba(159, 244, 227, 0.09); +} + +.nav-cta { + border-color: rgba(159, 244, 227, 0.24); + background: rgba(159, 244, 227, 0.08); +} + +.site-nav .nav-mobile-source, +.nav-menu-button { + display: none; +} + +.hero, +.section, +.proof-strip, +.site-footer, +.content-page { + width: min(var(--max), calc(100% - 32px)); +} + +.hero { + min-height: 700px; + grid-template-columns: minmax(0, 1fr) minmax(420px, 0.95fr); + gap: 56px; + padding: 62px 0 68px; +} + +.hero-copy { + max-width: 600px; +} + +.hero h1 { + margin: 20px 0 16px; + font-size: clamp(4.8rem, 8vw, 6.4rem); + letter-spacing: -0.055em; +} + +.hero-lede { + max-width: 570px; + font-size: 1.25rem; + line-height: 1.55; +} + +.hero-badge { + max-width: 100%; + background: rgba(159, 244, 227, 0.06); +} + +.hero-actions { + gap: 12px; + margin-top: 28px; +} + +.button { + min-height: 48px; + padding: 0 18px; + border-radius: 12px; + transition: transform 160ms ease, border-color 160ms ease, background 160ms ease; +} + +.button:hover { + transform: translateY(-1px); +} + +.button.primary { + color: #06130f; + background: linear-gradient(180deg, #cbfff4, #8be9d7); + box-shadow: 0 14px 32px rgba(93, 220, 194, 0.15); +} + +.button.secondary { + background: rgba(255, 255, 255, 0.035); +} + +.hero-note { + margin-top: 22px; +} + +.hero-note span { + min-height: 30px; + padding: 0 10px; + background: rgba(255, 255, 255, 0.025); +} + +.device-showcase { + min-height: 620px; +} + +.phone-device { + width: 326px; + height: 652px; +} + +.phone-screen { + padding: 44px 18px 18px; + background: + linear-gradient(180deg, rgba(18, 82, 67, 0.94), rgba(9, 22, 18, 0.99) 54%), + #0a1714; + box-shadow: inset 0 1px 24px rgba(159, 244, 227, 0.09); +} + +.watch-device { + right: 0; + bottom: 54px; + width: 164px; + height: 218px; +} + +.route-card { + left: 0; + top: 92px; +} + +.vault-card { + left: 18px; + bottom: 58px; +} + +.proof-strip { + grid-template-columns: repeat(6, minmax(0, 1fr)); + gap: 8px; + padding: 12px; + border: 1px solid var(--line); + border-radius: var(--radius); + background: rgba(255, 255, 255, 0.025); +} + +.proof-strip span { + min-height: 58px; + padding: 10px; + border: 0; + background: transparent; +} + +.section { + padding: 88px 0; + scroll-margin-top: 92px; +} + +.section-copy { + max-width: 760px; +} + +.section-copy h2, +.route-panel h2, +.builder-copy h2, +.onboarding-copy h2, +.essentials h2, +.status-cta h2 { + margin: 10px 0 16px; + font-size: clamp(2.35rem, 5vw, 3.6rem); + line-height: 1.03; + letter-spacing: -0.035em; +} + +.section-copy p, +.route-panel p, +.builder-copy p, +.onboarding-copy p, +.status-cta p { + max-width: 700px; + font-size: 1.08rem; +} + +.capability-cards { + gap: 14px; + margin-top: 34px; +} + +.capability-cards article { + min-height: 238px; + padding: 24px; + border-radius: var(--radius); + background: linear-gradient(145deg, rgba(255, 255, 255, 0.055), rgba(255, 255, 255, 0.025)); +} + +.capability-cards h3 { + margin: 26px 0 10px; + font-size: 1.42rem; +} + +.route-map { + grid-template-columns: minmax(0, 0.92fr) minmax(0, 1.08fr); + gap: 16px; +} + +.route-panel { + min-height: 0; + padding: 30px; + border-radius: var(--radius); +} + +.route-ladder { + margin-top: 26px; +} + +.route-ladder span { + min-height: 44px; +} + +.trust-panel h3 { + margin: 10px 0 18px; + font-size: 1.75rem; + line-height: 1.15; +} + +.trust-panel ul { + margin-bottom: 22px; +} + +.mcp-section { + grid-template-columns: minmax(0, 0.88fr) minmax(0, 1.12fr); + gap: 48px; + align-items: center; +} + +.mcp-terminal { + min-height: 310px; + border-radius: var(--radius); + box-shadow: var(--shadow); +} + +.mcp-terminal pre { + padding: 34px; +} + +.preview-stage { + grid-template-columns: minmax(330px, 0.78fr) minmax(0, 1.22fr); + gap: 16px; + margin-top: 34px; +} + +.preview-phone { + min-height: 516px; + padding: 24px; + border-radius: var(--radius); +} + +.preview-grid { + gap: 14px; +} + +.preview-card { + min-height: 250px; + padding: 22px; + border-radius: var(--radius); +} + +.product-tour { + padding-top: 72px; +} + +.tour-shell { + margin-top: 34px; + border-radius: var(--radius); + background: rgba(255, 255, 255, 0.025); +} + +.tour-tabs { + grid-template-columns: repeat(6, minmax(0, 1fr)); + gap: 4px; + padding: 6px; +} + +.tour-tabs button { + min-width: 0; + min-height: 46px; + border-radius: 11px; +} + +.tour-tabs button:focus-visible { + outline-offset: 1px; +} + +.tour-pane { + grid-template-columns: minmax(0, 0.82fr) minmax(360px, 1.18fr); + min-height: 438px; + padding: 34px; +} + +.tour-copy h3 { + font-size: 2.25rem; +} + +.tour-visual { + min-height: 340px; + border-radius: 14px; +} + +.onboarding { + grid-template-columns: minmax(280px, 0.78fr) minmax(0, 1.22fr); + gap: 42px; + padding: 34px; + border-radius: var(--radius); +} + +.onboarding-steps article { + grid-template-columns: 48px minmax(150px, 0.38fr) 1fr; + min-height: 104px; + padding: 18px; + border-radius: var(--radius-small); +} + +.use-case-grid { + gap: 14px; +} + +.use-case-grid article { + min-height: 190px; + padding: 22px; + border-radius: var(--radius); +} + +.essentials { + grid-template-columns: minmax(250px, 0.68fr) minmax(0, 1.32fr); + padding: 32px; + border-radius: var(--radius); +} + +.essentials-grid article { + min-height: 140px; + border-radius: var(--radius-small); +} + +.faq-list { + max-width: 900px; +} + +.faq-list details { + padding: 18px 20px; + border-radius: var(--radius-small); +} + +.builders { + gap: 42px; + padding: 34px; + border-radius: var(--radius); +} + +.module-board span { + min-height: 64px; + border-radius: var(--radius-small); +} + +.status-cta { + min-height: 0; + margin-bottom: 72px; + padding: 34px; + border-radius: var(--radius); +} + +.site-footer { + padding: 0 0 34px; +} + +.footer-main { + grid-template-columns: minmax(0, 0.82fr) minmax(0, 1.18fr); + gap: 14px; + padding: 22px; + border-radius: var(--radius); +} + +.footer-brand-panel, +.footer-links, +.footer-column, +.footer-brand, +.footer-brand > div, +.footer-status-card, +.footer-actions { + min-width: 0; + max-width: 100%; +} + +.footer-brand-panel { + min-height: 270px; + padding: 6px 12px 6px 2px; +} + +.footer-brand { + width: 100%; +} + +.footer-brand p { + width: auto; + max-width: 390px; +} + +.footer-status-card { + width: 100%; + max-width: 390px; +} + +.footer-actions { + align-items: center; +} + +.footer-links { + grid-template-columns: repeat(3, minmax(0, 1fr)); +} + +.footer-column { + min-height: 270px; + padding: 18px; + overflow-wrap: anywhere; + border-radius: 14px; +} + +.footer-column a { + width: auto; +} + +.footer-bottom { + gap: 18px; + padding: 16px 4px 0; +} + +.footer-bottom-links { + align-items: center; +} + +.footer-bottom-links span { + color: var(--soft); +} + +.content-page { + padding: 104px 0 88px; +} + +.content-hero { + max-width: 920px; + margin-bottom: 42px; +} + +.content-hero h1 { + margin: 10px 0 20px; + font-size: clamp(3.2rem, 7vw, 5.35rem); + line-height: 0.98; + letter-spacing: -0.045em; +} + +.content-hero p { + max-width: 760px; + font-size: 1.15rem; +} + +.policy-list, +.status-columns { + gap: 14px; +} + +.policy-list article, +.status-columns article, +.docs-callout { + border-radius: var(--radius); + background: rgba(255, 255, 255, 0.035); +} + +.status-columns article { + padding: 28px; +} + +.status-columns li, +.policy-list p { + color: var(--muted); +} + +.docs-callout { + margin-top: 18px; +} + +.not-found { + min-height: 48vh; +} + +@media (max-width: 1080px) { + .hero { + grid-template-columns: 1fr; + min-height: 0; + } + + .hero-copy { + max-width: 760px; + } + + .device-showcase { + min-height: 620px; + } + + .preview-stage, + .route-map, + .mcp-section, + .onboarding, + .essentials, + .builders, + .status-cta { + grid-template-columns: 1fr; + } + + .footer-main { + grid-template-columns: 1fr; + } + + .footer-brand-panel { + grid-template-columns: minmax(0, 1fr) minmax(240px, 0.7fr); + min-height: 0; + align-items: start; + } + + .footer-actions { + grid-column: 1 / -1; + } +} + +@media (max-width: 760px) { + body { + font-size: 15px; + } + + .site-header { + top: 8px; + width: calc(100% - 20px); + min-height: 56px; + height: 56px; + margin-bottom: 8px; + padding: 0 8px 0 12px; + flex-wrap: nowrap; + } + + .brand-lockup { + margin-right: auto; + } + + .site-header .nav-cta { + display: none; + } + + .nav-menu-button { + display: inline-flex; + align-items: center; + gap: 9px; + min-height: 40px; + padding: 0 12px; + border: 1px solid var(--line-strong); + border-radius: 11px; + color: var(--text); + background: rgba(255, 255, 255, 0.04); + font-weight: 750; + } + + .nav-menu-icon { + display: grid; + gap: 4px; + width: 14px; + } + + .nav-menu-icon i { + display: block; + width: 14px; + height: 1px; + background: currentColor; + transition: transform 160ms ease; + } + + .site-header[data-menu-open="true"] .nav-menu-icon i:first-child { + transform: translateY(2.5px) rotate(45deg); + } + + .site-header[data-menu-open="true"] .nav-menu-icon i:last-child { + transform: translateY(-2.5px) rotate(-45deg); + } + + .site-nav { + position: absolute; + top: calc(100% + 8px); + left: 0; + right: 0; + order: initial; + width: auto; + display: grid; + grid-template-columns: repeat(2, minmax(0, 1fr)); + gap: 4px; + padding: 8px; + overflow: visible; + border: 1px solid var(--line); + border-radius: 16px; + background: #071b16; + box-shadow: var(--shadow); + backdrop-filter: blur(20px); + } + + .nav-enhanced[data-menu-open="false"] .site-nav { + display: none; + } + + .site-nav a { + justify-content: flex-start; + min-height: 44px; + padding: 0 12px; + } + + .site-nav .nav-mobile-source { + display: inline-flex; + color: var(--mint-200) !important; + } + + .hero, + .section, + .proof-strip, + .site-footer, + .content-page { + width: calc(100% - 24px); + } + + .hero { + padding: 54px 0 42px; + gap: 28px; + } + + .hero h1 { + font-size: clamp(4rem, 21vw, 5rem); + } + + .hero-lede { + font-size: 1.08rem; + } + + .hero-actions { + display: grid; + } + + .button { + width: 100%; + } + + .device-showcase { + min-height: 530px; + } + + .phone-device { + width: 270px; + height: 540px; + border-radius: 36px; + } + + .phone-screen { + padding: 38px 14px 14px; + } + + .chat-bubble:nth-child(3) { + display: none; + } + + .watch-device { + right: -2px; + bottom: 34px; + width: 126px; + height: 170px; + border-radius: 34px; + } + + .watch-screen { + padding: 13px 8px 8px; + } + + .watch-card { + min-height: 34px; + } + + .signal-card { + display: none; + } + + .proof-strip { + grid-template-columns: repeat(2, minmax(0, 1fr)); + gap: 4px; + padding: 8px; + } + + .proof-strip span { + min-height: 48px; + } + + .section { + padding: 62px 0; + } + + .section-copy h2, + .route-panel h2, + .builder-copy h2, + .onboarding-copy h2, + .essentials h2, + .status-cta h2, + .content-hero h1 { + font-size: clamp(2.2rem, 11vw, 3rem); + } + + .capability-cards, + .preview-stage, + .use-case-grid, + .policy-list, + .status-columns { + grid-template-columns: 1fr; + } + + .capability-cards article { + min-height: 0; + } + + .route-panel, + .onboarding, + .essentials, + .builders, + .status-cta, + .policy-list article, + .status-columns article, + .docs-callout { + padding: 22px; + } + + .mcp-section { + gap: 26px; + } + + .mcp-terminal { + min-height: 250px; + } + + .mcp-terminal pre { + padding: 22px; + font-size: 0.76rem; + } + + .preview-phone { + min-height: 420px; + } + + .preview-grid { + grid-template-columns: repeat(2, minmax(0, 1fr)); + } + + .preview-card { + min-width: 0; + min-height: 220px; + padding: 17px; + } + + .preview-card h3 { + font-size: 1.2rem; + } + + .preview-card li { + font-size: 0.88rem; + } + + .tour-tabs { + display: grid; + grid-template-columns: repeat(3, minmax(0, 1fr)); + overflow: visible; + } + + .tour-tabs button { + min-width: 0; + min-height: 42px; + } + + .tour-pane { + grid-template-columns: 1fr; + min-height: 0; + padding: 20px; + } + + .tour-copy h3 { + font-size: 1.75rem; + } + + .tour-visual { + min-height: 250px; + } + + .onboarding { + gap: 28px; + } + + .onboarding-steps article { + grid-template-columns: 42px 1fr; + min-height: 0; + } + + .onboarding-steps p { + grid-column: 2; + } + + .use-case-grid { + grid-template-columns: repeat(2, minmax(0, 1fr)); + } + + .use-case-grid article { + min-height: 180px; + padding: 18px; + } + + .essentials-grid { + grid-template-columns: 1fr; + } + + .essentials-grid article { + min-height: 0; + } + + .module-board { + grid-template-columns: repeat(2, minmax(0, 1fr)); + } + + .status-cta { + align-items: stretch; + margin-bottom: 54px; + } + + .footer-main { + display: grid; + grid-template-columns: minmax(0, 1fr); + padding: 16px; + } + + .footer-brand-panel { + display: grid; + grid-template-columns: minmax(0, 1fr); + gap: 18px; + padding: 4px; + } + + .footer-status-card { + width: 100%; + } + + .footer-actions .button { + width: auto; + } + + .footer-links { + grid-template-columns: repeat(2, minmax(0, 1fr)); + } + + .footer-column { + min-height: 0; + } + + .footer-column:last-child { + grid-column: 1 / -1; + } + + .footer-bottom { + align-items: flex-start; + flex-direction: column; + } + + .footer-bottom-links { + justify-content: flex-start; + } + + .content-page { + padding: 86px 0 64px; + } + + .content-hero { + margin-bottom: 30px; + } + + .content-hero p { + font-size: 1.05rem; + } + + .docs-callout { + gap: 18px; + } + + .not-found { + min-height: 42vh; + } +} + +@media (max-width: 360px) { + .nav-menu-label { + display: none; + } + + .nav-menu-button { + width: 42px; + justify-content: center; + padding: 0; + } + + .hero-badge { + border-radius: 14px; + } + + .preview-grid, + .use-case-grid { + grid-template-columns: 1fr; + } + + .preview-card, + .use-case-grid article { + min-height: 0; + } +} + +@media (max-width: 760px) { + .mcp-terminal pre, + .mcp-terminal code { + min-width: 0; + max-width: 100%; + } + + .mcp-terminal code { + display: block; + white-space: pre-wrap; + overflow-wrap: anywhere; + } +} From a1eda409cc21ddc81b8e21b58b1087601a9b0aaf Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 13 Jul 2026 00:13:17 +0200 Subject: [PATCH 76/80] Complete end-to-end iOS design upgrade Unify responsive, accessible design primitives and content-first layouts across Chats, Models, Vault, Artifacts, Settings, and watchOS. Add safer actions, actionable empty states, compact controls, and broader UI coverage including accessibility sizing. --- Pines/App/PinesRootView.swift | 29 +- Pines/Design/PinesDesignComponents.swift | 216 ++++++- .../Artifacts/ArtifactsWorkspaceView.swift | 605 +++--------------- Pines/Views/Chats/ChatComposerBar.swift | 109 +++- Pines/Views/Chats/ChatsView.swift | 91 ++- Pines/Views/Chats/MarkdownMessageView.swift | 26 +- Pines/Views/Models/ModelsView.swift | 65 +- Pines/Views/Models/ModelsViewComponents.swift | 148 +++-- Pines/Views/Settings/SettingsDetailView.swift | 230 ++++--- Pines/Views/Vault/VaultView.swift | 133 +++- PinesTests/CoreSurfaceTests.swift | 8 +- PinesUITests/PinesUITests.swift | 68 +- PinesWatch/Views/WatchRootView.swift | 88 ++- 13 files changed, 972 insertions(+), 844 deletions(-) diff --git a/Pines/App/PinesRootView.swift b/Pines/App/PinesRootView.swift index 53eda78..7e783bd 100644 --- a/Pines/App/PinesRootView.swift +++ b/Pines/App/PinesRootView.swift @@ -8,6 +8,7 @@ import WatchConnectivity #endif struct PinesRootView: View { + @Environment(\.accessibilityReduceMotion) private var reduceMotion @Environment(\.colorScheme) private var systemScheme @Environment(\.scenePhase) private var scenePhase @StateObject private var appModel: PinesAppModel @@ -88,6 +89,17 @@ struct PinesRootView: View { }) .pinesTheme(theme) .transition(.opacity) + .safeAreaInset(edge: .top, spacing: 0) { + if let serviceError = appModel.serviceError { + PinesGlobalErrorBanner( + message: serviceError, + dismiss: { appModel.serviceError = nil } + ) + .padding(.horizontal, theme.spacing.medium) + .padding(.top, theme.spacing.xsmall) + .pinesTheme(theme) + } + } } if showsBootMark { @@ -148,7 +160,7 @@ struct PinesRootView: View { #endif isMainUIReady = true - withAnimation(theme.motion.emphasized) { + withAnimation(reduceMotion ? nil : theme.motion.emphasized) { showsBootMark = false } haptics.play(.appReady) @@ -240,6 +252,8 @@ struct PinesRootView: View { ) .environmentObject(haptics) .pinesTheme(theme) + .presentationDetents([.medium, .large]) + .presentationDragIndicator(.visible) } .sheet(item: Binding( get: { workflowState.pendingCloudContextApproval }, @@ -257,6 +271,8 @@ struct PinesRootView: View { ) .environmentObject(haptics) .pinesTheme(theme) + .presentationDetents([.medium, .large]) + .presentationDragIndicator(.visible) } .sheet(item: Binding( get: { workflowState.pendingCloudVaultEmbeddingApproval }, @@ -273,6 +289,8 @@ struct PinesRootView: View { ) .environmentObject(haptics) .pinesTheme(theme) + .presentationDetents([.medium, .large]) + .presentationDragIndicator(.visible) } .sheet(item: Binding( get: { workflowState.pendingMCPSamplingRequest }, @@ -290,6 +308,8 @@ struct PinesRootView: View { ) .environmentObject(haptics) .pinesTheme(theme) + .presentationDetents([.medium, .large]) + .presentationDragIndicator(.visible) } .sheet(item: Binding( get: { workflowState.pendingMCPSamplingResultReview }, @@ -306,6 +326,8 @@ struct PinesRootView: View { ) .environmentObject(haptics) .pinesTheme(theme) + .presentationDetents([.medium, .large]) + .presentationDragIndicator(.visible) } } @@ -523,6 +545,7 @@ private struct ToolApprovalSheet: View { } } } + .pinesThemedForm() .pinesExpressiveScrollHaptics() .navigationTitle("Approve Tool") .toolbar { @@ -585,6 +608,7 @@ private struct CloudContextApprovalSheet: View { .foregroundStyle(theme.colors.secondaryText) } } + .pinesThemedForm() .pinesExpressiveScrollHaptics() .navigationTitle("Send Local Context?") .toolbar { @@ -626,6 +650,7 @@ private struct CloudVaultEmbeddingApprovalSheet: View { .foregroundStyle(theme.colors.tertiaryText) } } + .pinesThemedForm() .pinesExpressiveScrollHaptics() .navigationTitle("Enable Cloud Embeddings?") .toolbar { @@ -673,6 +698,7 @@ private struct MCPSamplingApprovalSheet: View { } } } + .pinesThemedForm() .pinesExpressiveScrollHaptics() .navigationTitle("MCP Sampling") .toolbar { @@ -708,6 +734,7 @@ private struct MCPSamplingResultReviewSheet: View { .textSelection(.enabled) } } + .pinesThemedForm() .pinesExpressiveScrollHaptics() .navigationTitle("Return Sampling Result") .toolbar { diff --git a/Pines/Design/PinesDesignComponents.swift b/Pines/Design/PinesDesignComponents.swift index ef9cb59..e72a1d9 100644 --- a/Pines/Design/PinesDesignComponents.swift +++ b/Pines/Design/PinesDesignComponents.swift @@ -229,6 +229,7 @@ private struct PinesBootStageChip: View { } private struct PinesBootSignalBar: View { + @Environment(\.accessibilityReduceMotion) private var reduceMotion @Environment(\.pinesTheme) private var theme let isActive: Bool @State private var sweep = false @@ -264,13 +265,13 @@ private struct PinesBootSignalBar: View { } .frame(height: 8) .onAppear { - guard isActive else { return } + guard isActive, !reduceMotion else { return } withAnimation(.easeInOut(duration: 1.15).repeatForever(autoreverses: true)) { sweep = true } } .onChange(of: isActive) { _, active in - guard active else { return } + guard active, !reduceMotion else { return } withAnimation(.easeInOut(duration: 1.15).repeatForever(autoreverses: true)) { sweep = true } @@ -280,6 +281,7 @@ private struct PinesBootSignalBar: View { } private struct PinesBootSignalField: View { + @Environment(\.accessibilityReduceMotion) private var reduceMotion @Environment(\.pinesTheme) private var theme let isActive: Bool @State private var sweep = false @@ -332,13 +334,13 @@ private struct PinesBootSignalField: View { .clipped() } .onAppear { - guard isActive else { return } + guard isActive, !reduceMotion else { return } withAnimation(.easeInOut(duration: 4.6).repeatForever(autoreverses: true)) { sweep = true } } .onChange(of: isActive) { _, active in - guard active else { return } + guard active, !reduceMotion else { return } withAnimation(.easeInOut(duration: 4.6).repeatForever(autoreverses: true)) { sweep = true } @@ -985,6 +987,25 @@ struct PinesEmptyState: View { let title: String let detail: String let systemImage: String + var primaryActionTitle: String? + var primaryActionSystemImage: String? + var primaryAction: (() -> Void)? + + init( + title: String, + detail: String, + systemImage: String, + primaryActionTitle: String? = nil, + primaryActionSystemImage: String? = nil, + primaryAction: (() -> Void)? = nil + ) { + self.title = title + self.detail = detail + self.systemImage = systemImage + self.primaryActionTitle = primaryActionTitle + self.primaryActionSystemImage = primaryActionSystemImage + self.primaryAction = primaryAction + } var body: some View { VStack(spacing: theme.spacing.medium) { @@ -1002,12 +1023,70 @@ struct PinesEmptyState: View { .fixedSize(horizontal: false, vertical: true) } .frame(maxWidth: 280) + + if let primaryActionTitle, let primaryAction { + Button(action: primaryAction) { + if let primaryActionSystemImage { + Label(primaryActionTitle, systemImage: primaryActionSystemImage) + } else { + Text(primaryActionTitle) + } + } + .pinesButtonStyle(.primary) + } } .frame(maxWidth: .infinity, maxHeight: .infinity) .padding(theme.spacing.xlarge) } } +struct PinesGlobalErrorBanner: View { + @Environment(\.pinesTheme) private var theme + let message: String + let dismiss: () -> Void + + var body: some View { + HStack(alignment: .top, spacing: theme.spacing.small) { + Image(systemName: "exclamationmark.triangle.fill") + .foregroundStyle(theme.colors.danger) + .frame(width: 24, height: 24) + .accessibilityHidden(true) + + VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { + Text("Pines needs attention") + .font(theme.typography.callout.weight(.semibold)) + .foregroundStyle(theme.colors.primaryText) + + Text(message) + .font(theme.typography.caption) + .foregroundStyle(theme.colors.secondaryText) + .fixedSize(horizontal: false, vertical: true) + } + + Spacer(minLength: theme.spacing.xsmall) + + Button(action: dismiss) { + Image(systemName: "xmark") + .frame(width: 44, height: 44) + .contentShape(Rectangle()) + } + .buttonStyle(.plain) + .foregroundStyle(theme.colors.secondaryText) + .accessibilityLabel("Dismiss error") + } + .padding(.leading, theme.spacing.medium) + .padding(.trailing, theme.spacing.xsmall) + .padding(.vertical, theme.spacing.small) + .background(theme.colors.dangerSoft, in: RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous)) + .overlay { + RoundedRectangle(cornerRadius: theme.radius.panel, style: .continuous) + .strokeBorder(theme.colors.danger.opacity(0.28), lineWidth: theme.stroke.hairline) + } + .accessibilityElement(children: .contain) + .accessibilityIdentifier("pines.error.global") + } +} + private struct PinesThemeSwatch: Identifiable { let id: String let color: Color @@ -1016,6 +1095,7 @@ private struct PinesThemeSwatch: Identifiable { struct PinesThemePreviewCard: View { @Environment(\.pinesTheme) private var currentTheme @Environment(\.accessibilityReduceMotion) private var reduceMotion + @Environment(\.dynamicTypeSize) private var dynamicTypeSize let template: PinesThemeTemplate let isSelected: Bool @@ -1089,11 +1169,17 @@ struct PinesThemePreviewCard: View { Text(template.subtitle) .font(.caption) .foregroundStyle(preview.colors.secondaryText) - .lineLimit(2) - .minimumScaleFactor(0.82) + .lineLimit(dynamicTypeSize.isAccessibilitySize ? nil : 2) + .minimumScaleFactor(dynamicTypeSize.isAccessibilitySize ? 1 : 0.82) + .fixedSize(horizontal: false, vertical: dynamicTypeSize.isAccessibilitySize) } .padding(PinesThemePickerLayout.cardPadding) - .frame(maxWidth: .infinity, minHeight: PinesThemePickerLayout.cardHeight, maxHeight: PinesThemePickerLayout.cardHeight, alignment: .topLeading) + .frame( + maxWidth: .infinity, + minHeight: PinesThemePickerLayout.cardHeight, + maxHeight: dynamicTypeSize.isAccessibilitySize ? nil : PinesThemePickerLayout.cardHeight, + alignment: .topLeading + ) .background(preview.colors.surface, in: RoundedRectangle(cornerRadius: PinesThemePickerLayout.cardRadius, style: .continuous)) .overlay { RoundedRectangle(cornerRadius: PinesThemePickerLayout.cardRadius, style: .continuous) @@ -1655,7 +1741,7 @@ struct PinesSidebarRow: View { var body: some View { let resolvedTint = tint ?? theme.colors.accent - HStack(spacing: theme.spacing.medium) { + HStack(alignment: .top, spacing: theme.spacing.medium) { ZStack { RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) .fill(isSelected ? resolvedTint.opacity(0.18) : theme.colors.accentSoft) @@ -1681,7 +1767,7 @@ struct PinesSidebarRow: View { Spacer(minLength: theme.spacing.xsmall) - if let detail { + if let detail, !detail.isEmpty { Text(detail) .font(theme.typography.caption) .foregroundStyle(theme.colors.tertiaryText) @@ -1955,6 +2041,7 @@ struct PinesWorkspaceSwitcherItem: Identifiable, Hashable { } struct PinesWorkspaceSwitcher: View { + @Environment(\.dynamicTypeSize) private var dynamicTypeSize @Environment(\.pinesTheme) private var theme @Binding var selectionID: String let items: [PinesWorkspaceSwitcherItem] @@ -1988,7 +2075,7 @@ struct PinesWorkspaceSwitcher: View { private func pickerLabel(for item: PinesWorkspaceSwitcherItem) -> some View { let shape = RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) - return HStack(spacing: theme.spacing.xsmall) { + return HStack(alignment: .top, spacing: theme.spacing.xsmall) { Image(systemName: item.systemImage) .font(.system(size: 14, weight: .semibold)) .frame(width: 18) @@ -1996,14 +2083,16 @@ struct PinesWorkspaceSwitcher: View { VStack(alignment: .leading, spacing: 1) { Text(item.title) .font(theme.typography.callout.weight(.semibold)) - .lineLimit(1) - .minimumScaleFactor(0.82) + .lineLimit(dynamicTypeSize.isAccessibilitySize ? nil : 1) + .minimumScaleFactor(dynamicTypeSize.isAccessibilitySize ? 1 : 0.82) + .fixedSize(horizontal: false, vertical: true) Text(item.subtitle) .font(theme.typography.caption) .foregroundStyle(theme.colors.secondaryText) - .lineLimit(1) - .minimumScaleFactor(0.72) + .lineLimit(dynamicTypeSize.isAccessibilitySize ? 2 : 1) + .minimumScaleFactor(dynamicTypeSize.isAccessibilitySize ? 1 : 0.72) + .fixedSize(horizontal: false, vertical: true) } .frame(maxWidth: .infinity, alignment: .leading) @@ -2053,6 +2142,8 @@ struct PinesMenuChip: View { } struct PinesWorkspaceTopBar: View { + @Environment(\.horizontalSizeClass) private var horizontalSizeClass + @Environment(\.dynamicTypeSize) private var dynamicTypeSize @Environment(\.pinesTheme) private var theme @ViewBuilder var leading: () -> Leading @ViewBuilder var status: () -> Status @@ -2073,14 +2164,35 @@ struct PinesWorkspaceTopBar: View { .shadow(color: theme.shadow.panelColor.opacity(role == .assistant ? 0.55 : 0.32), radius: theme.shadow.panelRadius * 0.25, x: 0, y: theme.shadow.panelY * 0.20) .scaleEffect(isActive && !reduceMotion ? 1.006 : 1) .animation(reduceMotion ? nil : theme.motion.fast, value: isActive) - .accessibilityElement(children: .combine) + .accessibilityElement(children: .contain) } } @@ -2297,18 +2413,24 @@ struct PinesCompactIconButton: View { var body: some View { Button(role: role, action: action) { - Image(systemName: systemImage) - .frame(width: 16, height: 16) + ZStack { + RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) + .fill(theme.colors.controlFill) + .frame(width: 32, height: 32) + .overlay { + RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) + .strokeBorder(theme.colors.controlBorder, lineWidth: theme.stroke.hairline) + } + + Image(systemName: systemImage) + .frame(width: 16, height: 16) + } + .frame(width: 44, height: 44) + .contentShape(Rectangle()) } .disabled(isDisabled) .buttonStyle(.plain) .foregroundStyle(foregroundColor) - .frame(width: 30, height: 30) - .background(theme.colors.controlFill, in: RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous)) - .overlay { - RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) - .strokeBorder(theme.colors.controlBorder, lineWidth: theme.stroke.hairline) - } .accessibilityLabel(title) .help(title) } @@ -2634,6 +2756,17 @@ private struct PinesSegmentedPickerChromeModifier: ViewModifier { } } +private struct PinesThemedFormModifier: ViewModifier { + @Environment(\.pinesTheme) private var theme + + func body(content: Content) -> some View { + content + .scrollContentBackground(.hidden) + .background(theme.colors.sheetBackground) + .tint(theme.colors.accent) + } +} + private struct PinesSidebarListChromeModifier: ViewModifier { @Environment(\.pinesTheme) private var theme @@ -2664,6 +2797,25 @@ private struct PinesSidebarListRowModifier: ViewModifier { } } +private struct PinesAdaptiveTextModifier: ViewModifier { + @Environment(\.dynamicTypeSize) private var dynamicTypeSize + let lines: Int + let minimumScale: CGFloat + + func body(content: Content) -> some View { + if dynamicTypeSize.isAccessibilitySize { + content + .lineLimit(nil) + .fixedSize(horizontal: false, vertical: true) + } else { + content + .lineLimit(lines) + .minimumScaleFactor(minimumScale) + .allowsTightening(true) + } + } +} + extension View { func pinesPanel(padding: CGFloat? = nil) -> some View { modifier(PinesSurfaceModifier(kind: .panel, padding: padding)) @@ -2689,6 +2841,10 @@ extension View { modifier(PinesSegmentedPickerChromeModifier()) } + func pinesThemedForm() -> some View { + modifier(PinesThemedFormModifier()) + } + func pinesButtonStyle(_ kind: PinesButtonKind = .secondary, fillWidth: Bool = false) -> some View { buttonStyle(PinesButtonStyle(kind: kind, fillWidth: fillWidth)) } @@ -2702,9 +2858,7 @@ extension View { } func pinesFittingText(lines: Int = 1, minimumScale: CGFloat = 0.78) -> some View { - lineLimit(lines) - .minimumScaleFactor(minimumScale) - .allowsTightening(true) + modifier(PinesAdaptiveTextModifier(lines: lines, minimumScale: minimumScale)) } @ViewBuilder diff --git a/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift b/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift index bec826f..54d1fc8 100644 --- a/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift +++ b/Pines/Views/Artifacts/ArtifactsWorkspaceView.swift @@ -126,6 +126,10 @@ struct ArtifactsWorkspaceView: View { Button("Cancel research run", role: .destructive) { Task { await cancelResearch(run) } } + case .cancelMediaOperation(let artifact): + Button("Cancel media operation", role: .destructive) { + Task { await cancelMediaOperation(artifact) } + } } Button("Cancel", role: .cancel) {} } @@ -209,9 +213,37 @@ struct ArtifactsWorkspaceView: View { providerState.providerLifecycleError = error.localizedDescription } } + + @MainActor + private func cancelMediaOperation(_ artifact: ProviderArtifactRecord) async { + do { + guard let providerID = artifact.providerID else { + throw InferenceError.providerUnavailable(ProviderID(rawValue: "unknown")) + } + switch artifact.providerKind { + case .openAI where artifact.kind.lowercased() == "video_job": + _ = try await appModel.cancelOpenAIVideoArtifact( + id: artifact.providerFileID ?? artifact.id, + providerID: providerID, + services: services + ) + case .gemini where artifact.kind.lowercased() == "media_operation": + _ = try await appModel.cancelGeminiGeneratedMediaOperation( + id: artifact.responseID ?? artifact.id, + providerID: providerID, + services: services + ) + default: + throw InferenceError.invalidRequest("This artifact does not have a cancellable media operation.") + } + } catch { + providerState.providerLifecycleError = error.localizedDescription + } + } } private struct ArtifactsLibraryWorkspace: View { + @Environment(\.accessibilityReduceMotion) private var reduceMotion @Environment(\.horizontalSizeClass) private var horizontalSizeClass @Environment(\.pinesTheme) private var theme @Environment(\.pinesServices) private var services @@ -279,7 +311,10 @@ private struct ArtifactsLibraryWorkspace: View { ) if let error = providerState.providerLifecycleError { - ArtifactsErrorBanner(message: error) + PinesGlobalErrorBanner( + message: error, + dismiss: { providerState.providerLifecycleError = nil } + ) .padding(.horizontal, theme.spacing.large) .padding(.top, theme.spacing.small) } @@ -331,8 +366,8 @@ private struct ArtifactsLibraryWorkspace: View { } } } - .animation(.easeInOut(duration: 0.18), value: assetKind) - .animation(.easeInOut(duration: 0.18), value: assets.count) + .animation(reduceMotion ? nil : theme.motion.fast, value: assetKind) + .animation(reduceMotion ? nil : theme.motion.fast, value: assets.count) } @ViewBuilder @@ -580,7 +615,10 @@ private struct ArtifactsMediaWorkspace: View { ) if let error = providerState.providerLifecycleError { - ArtifactsErrorBanner(message: error) + PinesGlobalErrorBanner( + message: error, + dismiss: { providerState.providerLifecycleError = nil } + ) .padding(.horizontal, theme.spacing.large) .padding(.top, theme.spacing.small) } @@ -602,7 +640,7 @@ private struct ArtifactsMediaWorkspace: View { artifacts: outputArtifacts, selection: $selection, refreshArtifact: { artifact in Task { await refreshOutputArtifact(artifact) } }, - cancelArtifact: { artifact in Task { await cancelOutputArtifact(artifact) } }, + cancelArtifact: { artifact in pendingConfirmation = .cancelMediaOperation(artifact) }, downloadArtifact: { artifact in Task { await downloadOutputArtifact(artifact) } }, deleteArtifact: { artifact in pendingConfirmation = .deleteArtifactRecord(artifact) } ) @@ -729,24 +767,6 @@ private struct ArtifactsMediaWorkspace: View { } } - @MainActor - private func cancelOutputArtifact(_ artifact: ProviderArtifactRecord) async { - do { - switch artifact.providerKind { - case .openAI where artifact.kind.lowercased() == "video_job": - guard let providerID = artifact.providerID else { throw InferenceError.providerUnavailable(ProviderID(rawValue: "unknown")) } - _ = try await appModel.cancelOpenAIVideoArtifact(id: artifact.providerFileID ?? artifact.id, providerID: providerID, services: services) - case .gemini where artifact.kind.lowercased() == "media_operation": - guard let providerID = artifact.providerID else { throw InferenceError.providerUnavailable(ProviderID(rawValue: "unknown")) } - _ = try await appModel.cancelGeminiGeneratedMediaOperation(id: artifact.responseID ?? artifact.id, providerID: providerID, services: services) - default: - break - } - } catch { - providerState.providerLifecycleError = error.localizedDescription - } - } - @MainActor private func downloadOutputArtifact(_ artifact: ProviderArtifactRecord) async { guard artifact.providerKind == .openAI, artifact.kind.lowercased() == "video_job" else { return } @@ -817,7 +837,7 @@ private struct ArtifactsLibraryEmptyState: View { .multilineTextAlignment(.center) .fixedSize(horizontal: false, vertical: true) } - HStack(spacing: theme.spacing.small) { + PinesAdaptiveButtonRow { Button(action: createImage) { Label("Image", systemImage: "photo") } @@ -1125,6 +1145,7 @@ private struct ArtifactsCreateTopBar: View { } private struct ArtifactsCreateComposer: View { + @Environment(\.accessibilityReduceMotion) private var reduceMotion @Environment(\.pinesTheme) private var theme @Binding var mediaKind: ArtifactsMediaKind @Binding var prompt: String @@ -1192,7 +1213,7 @@ private struct ArtifactsCreateComposer: View { .accessibilityLabel(referenceArtifact == nil ? "Create artifact" : "Remix artifact") .pinesButtonStyle(.primary) }) - .animation(.easeInOut(duration: 0.18), value: referenceArtifact?.id) + .animation(reduceMotion ? nil : theme.motion.fast, value: referenceArtifact?.id) } private var promptPlaceholder: String { @@ -1272,6 +1293,7 @@ private struct ArtifactsCreateSettingsSheet: View { } } } + .pinesThemedForm() .navigationTitle("Create Settings") .toolbar { ToolbarItem(placement: .confirmationAction) { @@ -1377,10 +1399,32 @@ private struct ArtifactsCreateOutputCard: View { openURL(url) } } - PinesCompactIconButton(title: "Refresh", systemImage: "arrow.clockwise", isDisabled: !isOperation, action: refreshArtifact) - PinesCompactIconButton(title: "Cancel", systemImage: "xmark", role: .destructive, isDisabled: !isOperation, action: cancelArtifact) - PinesCompactIconButton(title: "Download", systemImage: "arrow.down.circle", isDisabled: !canDownload, action: downloadArtifact) - PinesCompactIconButton(title: "Delete", systemImage: "trash", role: .destructive, action: deleteArtifact) + + Menu { + Button(action: refreshArtifact) { + Label("Refresh", systemImage: "arrow.clockwise") + } + .disabled(!isOperation) + + Button(action: downloadArtifact) { + Label("Download", systemImage: "arrow.down.circle") + } + .disabled(!canDownload) + + Button(role: .destructive, action: cancelArtifact) { + Label("Cancel operation", systemImage: "xmark") + } + .disabled(!isOperation) + + Button(role: .destructive, action: deleteArtifact) { + Label("Delete local record", systemImage: "trash") + } + } label: { + Image(systemName: "ellipsis") + .frame(width: 18, height: 18) + } + .pinesButtonStyle(.icon) + .accessibilityLabel("More artifact actions") } }) } @@ -1942,451 +1986,7 @@ private struct ArtifactsBatchesWorkspace: View { } private struct ArtifactsResearchWorkspace: View { - @Environment(\.pinesTheme) private var theme - @Environment(\.pinesServices) private var services - @EnvironmentObject private var appModel: PinesAppModel - @EnvironmentObject private var settingsState: PinesSettingsState - @EnvironmentObject private var providerState: PinesProviderLifecycleState - @Binding var mode: ArtifactsWorkspaceMode - let providerScope: ArtifactsProviderScope - @Binding var selection: ArtifactsSelection? - @Binding var pendingConfirmation: ArtifactsConfirmation? - @State private var prompt = "" - @State private var modelID = "gpt-5.5-pro" - @State private var depth: OpenAIDeepResearchDepth = .standard - @State private var reportFormat: OpenAIDeepResearchReportFormat = .memo - @State private var isStarting = false - @State private var followUpPrompt = "" - @State private var isSendingFollowUp = false - - private var provider: CloudProviderConfiguration? { - settingsState.cloudProviders.provider(in: providerScope, allowed: [.openAI, .gemini]) - } - - private var modelOptions: [ArtifactsResearchModelOption] { - ArtifactsWorkspaceDeriver.researchModelOptions( - provider: provider, - capabilities: providerState.providerModelCapabilities - ) - } - - private var selectedModelLabel: String { - modelOptions.first(where: { $0.id == modelID })?.title ?? modelID - } - - private var summaries: [ArtifactsResourceSummary] { - ArtifactsWorkspaceDeriver.researchSummaries(runs: providerState.providerResearchRuns, filter: .init(providerScope: providerScope)) - } - - private var selectedRun: ProviderResearchRunRecord? { - if case .research(let id) = selection, - let run = providerState.providerResearchRuns.first(where: { $0.id == id }) { - return run - } - return providerState.providerResearchRuns - .filter { providerScope.includes($0.providerID) } - .sorted { lhs, rhs in - if lhs.status.providerIsTerminal != rhs.status.providerIsTerminal { - return !lhs.status.providerIsTerminal - } - return lhs.updatedAt > rhs.updatedAt - } - .first - } - - var body: some View { - ArtifactsResearchChatWorkspace( - mode: $mode, - providerScope: providerScope, - selection: $selection, - pendingConfirmation: $pendingConfirmation - ) - } - - private func researchChatHeader(for run: ProviderResearchRunRecord) -> some View { - HStack(alignment: .center, spacing: theme.spacing.small) { - VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { - Text(run.title) - .font(theme.typography.headline) - .foregroundStyle(theme.colors.primaryText) - .lineLimit(2) - Text("\(run.providerKind.pinesLifecycleTitle) · \(run.modelID.rawValue)") - .font(theme.typography.caption) - .foregroundStyle(theme.colors.secondaryText) - .lineLimit(1) - .truncationMode(.middle) - } - Spacer(minLength: theme.spacing.small) - - Menu { - ForEach(summaries) { summary in - Button { - selection = summary.selection - } label: { - Label(summary.title, systemImage: summary.systemImage) - } - } - } label: { - Image(systemName: "list.bullet") - .frame(width: 18, height: 18) - } - .disabled(summaries.isEmpty) - .pinesButtonStyle(.icon) - .accessibilityLabel("Research threads") - - Button { - Task { await refreshRun(run) } - } label: { - Image(systemName: "arrow.clockwise") - .frame(width: 18, height: 18) - } - .pinesButtonStyle(.icon) - .accessibilityLabel("Refresh research") - - if !run.status.providerIsTerminal { - Button(role: .destructive) { - pendingConfirmation = .cancelResearch(run) - } label: { - Image(systemName: "xmark") - .frame(width: 18, height: 18) - } - .pinesButtonStyle(.icon) - .accessibilityLabel("Cancel research") - } - } - } - - private var researchEmptyTranscript: some View { - VStack(alignment: .leading, spacing: theme.spacing.small) { - PinesMessageBubble(role: .assistant, title: provider?.displayName ?? "Deep Research", showsHeader: true) { - Text(provider == nil - ? "Choose an OpenAI or Gemini provider to start a research chat." - : "Ask a research question to start.") - .font(theme.typography.body) - .foregroundStyle(theme.colors.primaryText) - .fixedSize(horizontal: false, vertical: true) - } - } - .frame(maxWidth: .infinity, alignment: .leading) - } - - private func researchChatTranscript(for run: ProviderResearchRunRecord) -> some View { - let sources = ArtifactsWorkspaceDeriver.researchSources(for: run) - let events = ArtifactsWorkspaceDeriver.researchTimeline(for: run) - let finalReport = run.finalReportArtifactID.flatMap { id in - providerState.providerArtifacts.first { $0.id == id } - } - - return VStack(alignment: .leading, spacing: theme.spacing.medium) { - PinesMessageBubble(role: .user, title: "You", maxWidth: 640, showsHeader: true) { - Text(run.prompt) - .font(theme.typography.body) - .foregroundStyle(theme.colors.primaryText) - .fixedSize(horizontal: false, vertical: true) - } - - ForEach(events) { event in - PinesMessageBubble(role: .assistant, title: event.title, showsHeader: true) { - Text(event.detail) - .font(theme.typography.body) - .foregroundStyle(theme.colors.primaryText) - .fixedSize(horizontal: false, vertical: true) - } - } - - if !sources.isEmpty { - ArtifactsResearchProgressList(events: [], sources: sources) - } - - if let finalReport { - ArtifactsResearchFinalReportMessage(artifact: finalReport) { - selection = .artifact(finalReport.id) - } - } else if run.status.providerIsTerminal { - PinesMessageBubble(role: .assistant, title: "Finished", showsHeader: true) { - Text(run.lastError ?? "The run completed without a saved report artifact.") - .font(theme.typography.body) - .foregroundStyle(run.lastError == nil ? theme.colors.primaryText : theme.colors.danger) - .fixedSize(horizontal: false, vertical: true) - } - } else { - PinesMessageBubble(role: .assistant, title: "Working", isActive: true, showsHeader: true) { - Text("I'll keep this thread updated as searches, sources, and report output arrive.") - .font(theme.typography.body) - .foregroundStyle(theme.colors.primaryText) - .fixedSize(horizontal: false, vertical: true) - } - } - } - } - - private func researchChatComposer(for run: ProviderResearchRunRecord?) -> some View { - VStack(alignment: .leading, spacing: theme.spacing.small) { - HStack(spacing: theme.spacing.xsmall) { - Menu { - ForEach(modelOptions) { option in - Button { - modelID = option.id - } label: { - Label(option.title, systemImage: option.id == modelID ? "checkmark" : "cpu") - } - } - } label: { - Image(systemName: "cpu") - .frame(width: 18, height: 18) - } - .disabled(modelOptions.isEmpty) - .pinesButtonStyle(.icon) - .accessibilityLabel(selectedModelLabel) - - Menu { - ForEach(OpenAIDeepResearchDepth.allCases, id: \.self) { option in - Button { - depth = option - } label: { - Label(option.rawValue.readableArtifactKind, systemImage: option == depth ? "checkmark" : "slider.horizontal.3") - } - } - } label: { - Image(systemName: "slider.horizontal.3") - .frame(width: 18, height: 18) - } - .pinesButtonStyle(.icon) - .accessibilityLabel(depth.rawValue.readableArtifactKind) - - Menu { - ForEach(OpenAIDeepResearchReportFormat.allCases, id: \.self) { option in - Button { - reportFormat = option - } label: { - Label(option.rawValue.readableArtifactKind, systemImage: option == reportFormat ? "checkmark" : "doc.text") - } - } - } label: { - Image(systemName: "doc.text") - .frame(width: 18, height: 18) - } - .pinesButtonStyle(.icon) - .accessibilityLabel(reportFormat.rawValue.readableArtifactKind) - - Spacer(minLength: theme.spacing.small) - - Button { - Task { await resumeRuns() } - } label: { - Image(systemName: "arrow.triangle.2.circlepath") - .frame(width: 18, height: 18) - } - .disabled(provider == nil) - .pinesButtonStyle(.icon) - .accessibilityLabel("Resume research") - } - - researchInputRow(for: run) - } - } - - @ViewBuilder - private func researchInputRow(for run: ProviderResearchRunRecord?) -> some View { - HStack(alignment: .bottom, spacing: theme.spacing.small) { - if run == nil { - TextField("Ask a research question", text: $prompt, axis: .vertical) - .lineLimit(1...5) - .accessibilityIdentifier("pines.artifacts.research.prompt") - .pinesFieldChrome() - } else { - TextField("Ask follow-up or clarify", text: $followUpPrompt, axis: .vertical) - .lineLimit(1...5) - .accessibilityIdentifier("pines.artifacts.research.follow-up") - .pinesFieldChrome() - } - - Button { - if let run { - Task { await sendFollowUp(to: run) } - } else { - Task { await startRun() } - } - } label: { - Image(systemName: isStarting || isSendingFollowUp ? "hourglass" : "paperplane.fill") - .frame(width: 18, height: 18) - } - .disabled(sendDisabled(for: run)) - .accessibilityIdentifier(run == nil ? "pines.artifacts.research.start" : "pines.artifacts.research.follow-up.send") - .pinesButtonStyle(.primary) - .accessibilityLabel(run == nil ? "Start research" : "Send follow-up") - } - } - - private func sendDisabled(for run: ProviderResearchRunRecord?) -> Bool { - if provider == nil || modelID.isEmpty { - return true - } - if run == nil { - return prompt.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty || isStarting - } - return followUpPrompt.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty || isSendingFollowUp - } - - @MainActor - private func startRun() async { - guard let provider else { return } - isStarting = true - defer { isStarting = false } - do { - let trimmedPrompt = prompt.trimmingCharacters(in: .whitespacesAndNewlines) - let resolvedTitle = Self.derivedResearchTitle(from: trimmedPrompt) - let model = ModelID(rawValue: modelID.trimmingCharacters(in: .whitespacesAndNewlines)) - let vectorStoreIDs = providerState.providerVectorStores.filter { $0.providerID == provider.id }.map(\.id) - let providerFileIDs = providerState.providerFiles.filter { $0.providerID == provider.id }.map(\.id) - switch provider.kind { - case .openAI: - let request = OpenAIDeepResearchRequest( - providerID: provider.id, - modelID: model, - title: resolvedTitle, - prompt: trimmedPrompt, - depth: depth, - sourcePolicy: .webAndFiles( - vectorStoreIDs: vectorStoreIDs.map { OpenAIVectorStoreID(rawValue: $0) }, - providerFileIDs: providerFileIDs.map { OpenAIProviderFileID(rawValue: $0) } - ), - reportFormat: reportFormat - ) - _ = try await appModel.startOpenAIDeepResearch(request, services: services) - case .gemini: - let request = PinesProviderDeepResearchRequest( - providerID: provider.id, - providerKind: provider.kind, - modelID: model, - title: resolvedTitle, - prompt: trimmedPrompt, - depth: depth.rawValue, - reportFormat: reportFormat.rawValue, - vectorStoreIDs: vectorStoreIDs, - providerFileIDs: providerFileIDs - ) - _ = try await appModel.startGeminiDeepResearch(request, services: services) - default: - throw InferenceError.invalidRequest("\(provider.kind.pinesLifecycleTitle) Deep Research is not supported here.") - } - prompt = "" - } catch { - providerState.providerLifecycleError = error.localizedDescription - } - } - - @MainActor - private func importArtifact(_ artifact: ProviderArtifactRecord) async { - do { - _ = try await appModel.importProviderArtifactToVault(id: artifact.id, services: services) - } catch { - providerState.providerLifecycleError = error.localizedDescription - } - } - - @MainActor - private func sendFollowUp(to run: ProviderResearchRunRecord) async { - let question = followUpPrompt.trimmingCharacters(in: .whitespacesAndNewlines) - guard !question.isEmpty else { return } - isSendingFollowUp = true - defer { isSendingFollowUp = false } - do { - switch run.providerKind { - case .gemini: - _ = try await appModel.startGeminiDeepResearchFollowUp( - prompt: question, - previousRunID: run.id, - providerID: run.providerID, - services: services, - title: "Follow-up: \(run.title)" - ) - case .openAI: - let request = OpenAIDeepResearchRequest( - providerID: run.providerID, - modelID: run.modelID, - title: "Follow-up: \(run.title)", - prompt: """ - Follow-up question for previous Deep Research run \(run.id): - - \(question) - - Original research request: - \(run.prompt) - """, - depth: depth, - sourcePolicy: .webAndFiles( - vectorStoreIDs: providerState.providerVectorStores.filter { $0.providerID == run.providerID }.map { OpenAIVectorStoreID(rawValue: $0.id) }, - providerFileIDs: providerState.providerFiles.filter { $0.providerID == run.providerID }.map { OpenAIProviderFileID(rawValue: $0.id) } - ), - reportFormat: reportFormat, - metadata: ["pines.follow_up_of": run.id] - ) - _ = try await appModel.startOpenAIDeepResearch(request, services: services) - default: - throw InferenceError.invalidRequest("\(run.providerKind.pinesLifecycleTitle) Deep Research follow-up is not supported here.") - } - followUpPrompt = "" - } catch { - providerState.providerLifecycleError = error.localizedDescription - } - } - - @MainActor - private func resumeRuns() async { - guard let provider else { return } - do { - switch provider.kind { - case .openAI: - _ = try await appModel.resumeOpenAIDeepResearchRuns(providerID: provider.id, services: services) - case .gemini: - _ = try await appModel.resumeGeminiDeepResearchRuns(providerID: provider.id, services: services) - default: - throw InferenceError.invalidRequest("\(provider.kind.pinesLifecycleTitle) Deep Research is not supported here.") - } - } catch { - providerState.providerLifecycleError = error.localizedDescription - } - } - - @MainActor - private func refreshRun(_ run: ProviderResearchRunRecord) async { - do { - switch run.providerKind { - case .openAI: - _ = try await appModel.refreshOpenAIDeepResearchRun(id: run.id, providerID: run.providerID, services: services) - case .gemini: - _ = try await appModel.refreshGeminiDeepResearchRun(id: run.id, providerID: run.providerID, services: services) - default: - throw InferenceError.invalidRequest("\(run.providerKind.pinesLifecycleTitle) Deep Research is not supported here.") - } - } catch { - providerState.providerLifecycleError = error.localizedDescription - } - } - - private func normalizeSelectedModel() { - let options = modelOptions - guard !options.isEmpty else { - modelID = "" - return - } - if !options.contains(where: { $0.id == modelID }) { - modelID = options[0].id - } - } - - private static func derivedResearchTitle(from prompt: String) -> String { - let trimmed = prompt - .trimmingCharacters(in: .whitespacesAndNewlines) - .replacingOccurrences(of: "\n", with: " ") - guard !trimmed.isEmpty else { return "Deep research" } - let clipped = String(trimmed.prefix(72)).trimmingCharacters(in: .whitespacesAndNewlines) - return clipped.last == "?" ? String(clipped.dropLast()) : clipped - } -} - -private struct ArtifactsResearchChatWorkspace: View { + @Environment(\.accessibilityReduceMotion) private var reduceMotion @Environment(\.pinesTheme) private var theme @Environment(\.pinesServices) private var services @EnvironmentObject private var appModel: PinesAppModel @@ -2469,7 +2069,10 @@ private struct ArtifactsResearchChatWorkspace: View { VStack(spacing: 0) { researchTopBar if let error = providerState.providerLifecycleError { - ArtifactsErrorBanner(message: error) + PinesGlobalErrorBanner( + message: error, + dismiss: { providerState.providerLifecycleError = nil } + ) .padding(.horizontal, theme.spacing.large) .padding(.top, theme.spacing.small) .transition(.opacity.combined(with: .move(edge: .top))) @@ -2502,33 +2105,29 @@ private struct ArtifactsResearchChatWorkspace: View { private var researchTopBar: some View { PinesWorkspaceTopBar { - HStack(alignment: .center, spacing: theme.spacing.small) { - PinesWorkspaceSwitcher( - selectionID: modeSelectionID, - items: ArtifactsWorkspaceMode.workspaceSwitcherItems - ) { _ in + PinesWorkspaceSwitcher( + selectionID: modeSelectionID, + items: ArtifactsWorkspaceMode.workspaceSwitcherItems + ) { _ in selection = nil } - .accessibilityLabel("Artifacts workspace") - .accessibilityValue(mode.title) - .accessibilityIdentifier("pines.artifacts.workspace.mode") - + .accessibilityLabel("Artifacts workspace") + .accessibilityValue(mode.title) + .accessibilityIdentifier("pines.artifacts.workspace.mode") + } status: { VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { Text(selectedThread?.title ?? "Deep Research") .font(theme.typography.headline) .foregroundStyle(theme.colors.primaryText) - .lineLimit(1) - .minimumScaleFactor(0.78) + .pinesFittingText() Text(researchSubtitle) .font(theme.typography.caption) .foregroundStyle(theme.colors.secondaryText) - .lineLimit(1) + .lineLimit(2) .truncationMode(.middle) + .fixedSize(horizontal: false, vertical: true) } - } - } status: { - EmptyView() } actions: { HStack(spacing: theme.spacing.small) { Button { @@ -2602,7 +2201,7 @@ private struct ArtifactsResearchChatWorkspace: View { } .onChange(of: selectedThread?.latestRun.id) { _, id in guard let id else { return } - withAnimation(theme.motion.fast) { + withAnimation(reduceMotion ? nil : theme.motion.fast) { proxy.scrollTo(id, anchor: .bottom) } } @@ -3595,31 +3194,13 @@ private struct ArtifactsMediaKindSelector: View { } } -private struct ArtifactsErrorBanner: View { - @Environment(\.pinesTheme) private var theme - let message: String - - var body: some View { - Label { - Text(message) - .font(theme.typography.caption) - .foregroundStyle(theme.colors.danger) - .fixedSize(horizontal: false, vertical: true) - } icon: { - Image(systemName: "exclamationmark.triangle") - .foregroundStyle(theme.colors.danger) - } - .frame(maxWidth: .infinity, alignment: .leading) - .pinesSurface(.inset, padding: theme.spacing.small) - } -} - enum ArtifactsConfirmation: Identifiable { case deleteArtifactRecord(ProviderArtifactRecord) case deleteProviderFile(ProviderFileRecord) case deleteProviderCache(ProviderCacheRecord) case cancelBatch(ProviderBatchRecord) case cancelResearch(ProviderResearchRunRecord) + case cancelMediaOperation(ProviderArtifactRecord) var id: String { switch self { @@ -3628,6 +3209,7 @@ enum ArtifactsConfirmation: Identifiable { case .deleteProviderCache(let cache): "delete-cache-\(cache.id)" case .cancelBatch(let batch): "cancel-batch-\(batch.id)" case .cancelResearch(let run): "cancel-research-\(run.id)" + case .cancelMediaOperation(let artifact): "cancel-media-\(artifact.id)" } } @@ -3638,6 +3220,7 @@ enum ArtifactsConfirmation: Identifiable { case .deleteProviderCache: "Delete cloud context?" case .cancelBatch: "Cancel background process?" case .cancelResearch: "Cancel research run?" + case .cancelMediaOperation: "Cancel media operation?" } } @@ -3653,6 +3236,8 @@ enum ArtifactsConfirmation: Identifiable { "This asks \(batch.providerKind.pinesLifecycleTitle) to cancel batch \(batch.id). Completed output files are not imported automatically." case .cancelResearch(let run): "This asks \(run.providerKind.pinesLifecycleTitle) to cancel research run \(run.title). Existing saved artifacts remain local records." + case .cancelMediaOperation(let artifact): + "This asks \(artifact.providerKind.pinesLifecycleTitle) to stop \(artifact.fileName ?? artifact.kind.readableArtifactKind). Any output already completed may remain available from the provider." } } } diff --git a/Pines/Views/Chats/ChatComposerBar.swift b/Pines/Views/Chats/ChatComposerBar.swift index 6123b98..82b318e 100644 --- a/Pines/Views/Chats/ChatComposerBar.swift +++ b/Pines/Views/Chats/ChatComposerBar.swift @@ -4,6 +4,8 @@ import PinesCore import UniformTypeIdentifiers struct ChatComposerBar: View { + @Environment(\.accessibilityReduceMotion) private var reduceMotion + @Environment(\.dynamicTypeSize) private var dynamicTypeSize @Environment(\.horizontalSizeClass) private var horizontalSizeClass @Environment(\.pinesTheme) private var theme @Environment(\.pinesServices) private var services @@ -121,10 +123,10 @@ struct ChatComposerBar: View { allowsMultipleSelection: true, onCompletion: importAttachments ) - .animation(theme.motion.fast, value: draft.isEmpty) - .animation(theme.motion.fast, value: attachments) - .animation(theme.motion.fast, value: attachmentError) - .animation(theme.motion.fast, value: quickSettingsAvailability) + .animation(reduceMotion ? nil : theme.motion.fast, value: draft.isEmpty) + .animation(reduceMotion ? nil : theme.motion.fast, value: attachments) + .animation(reduceMotion ? nil : theme.motion.fast, value: attachmentError) + .animation(reduceMotion ? nil : theme.motion.fast, value: quickSettingsAvailability) } private var composerSurface: some View { @@ -203,13 +205,8 @@ struct ChatComposerBar: View { HStack(spacing: theme.spacing.small) { modePicker attachButton - if !activeMCPPrompts.isEmpty { - promptButton - .transition(.opacity.combined(with: .scale(scale: 0.96))) - } - if runMode == .agent { - agentToolsButton - .transition(.opacity.combined(with: .scale(scale: 0.96))) + if showsCompactOptionsMenu { + compactOptionsMenu } if let quickSettingsAvailability { ChatQuickSettingsButton(availability: quickSettingsAvailability) @@ -221,6 +218,58 @@ struct ChatComposerBar: View { } } + private var showsCompactOptionsMenu: Bool { + !activeMCPPrompts.isEmpty || runMode == .agent + } + + private var compactOptionsMenu: some View { + Menu { + if !activeMCPPrompts.isEmpty { + Section("MCP Prompts") { + ForEach(activeMCPPrompts) { prompt in + Button(prompt.title ?? prompt.name) { + haptics.play(.primaryAction) + selectedMCPPrompt = prompt + seedPromptArguments(prompt) + } + } + } + } + + if runMode == .agent { + Section("Agent Tools") { + if isRefreshingAgentTools { + Label("Loading tools", systemImage: "hourglass") + } else if agentToolSpecs.isEmpty { + Label("No tools available", systemImage: "wrench.and.screwdriver") + } else { + ForEach(agentToolSpecs, id: \.name) { spec in + Button { + toggleAgentTool(spec.name) + } label: { + Label( + agentToolTitle(spec), + systemImage: disabledAgentToolNames.contains(spec.name) ? "circle" : "checkmark.circle.fill" + ) + } + } + + if !disabledAgentToolNames.isEmpty { + Button("Enable all") { + disabledAgentToolNames.removeAll() + } + } + } + } + } + } label: { + Image(systemName: runMode == .agent ? "wrench.and.screwdriver" : "ellipsis.circle") + } + .accessibilityLabel("Chat options") + .accessibilityIdentifier("pines.chat.composer.options") + .pinesButtonStyle(.icon) + } + private var layoutSpacing: CGFloat { horizontalSizeClass == .compact ? theme.spacing.xsmall : theme.spacing.small } @@ -281,16 +330,31 @@ struct ChatComposerBar: View { } } + @ViewBuilder private var modePicker: some View { - Picker("Mode", selection: $runMode) { - Text("Chat").tag(PinesRunMode.chat) - Text("Agent").tag(PinesRunMode.agent) + if dynamicTypeSize.isAccessibilitySize { + Menu { + Button("Chat") { runMode = .chat } + Button("Agent") { runMode = .agent } + } label: { + Label(runMode == .chat ? "Chat" : "Agent", systemImage: "chevron.up.chevron.down") + } + .pinesButtonStyle(.secondary) + .disabled(chatState.activeRunID != nil) + .accessibilityLabel("Run mode") + .accessibilityValue(runMode == .chat ? "Chat" : "Agent") + .accessibilityIdentifier("pines.chat.composer.run-mode") + } else { + Picker("Mode", selection: $runMode) { + Text("Chat").tag(PinesRunMode.chat) + Text("Agent").tag(PinesRunMode.agent) + } + .pickerStyle(.segmented) + .frame(width: horizontalSizeClass == .compact ? 132 : 150) + .disabled(chatState.activeRunID != nil) + .accessibilityLabel("Run mode") + .accessibilityIdentifier("pines.chat.composer.run-mode") } - .pickerStyle(.segmented) - .frame(width: horizontalSizeClass == .compact ? 132 : 150) - .disabled(chatState.activeRunID != nil) - .accessibilityLabel("Run mode") - .accessibilityIdentifier("pines.chat.composer.run-mode") } private var attachButton: some View { @@ -440,7 +504,7 @@ struct ChatComposerBar: View { attachments = [] attachmentError = nil setFocus(false) - withAnimation(theme.motion.copySuccess) { + withAnimation(reduceMotion ? nil : theme.motion.copySuccess) { didCommitSend.toggle() } let enabledToolNames = runMode == .agent ? Set(agentToolSpecs.map(\.name)).subtracting(disabledAgentToolNames) : nil @@ -1083,8 +1147,9 @@ private struct MCPPromptInvocationSheet: View { } } } - } - .pinesExpressiveScrollHaptics() + } + .pinesThemedForm() + .pinesExpressiveScrollHaptics() .navigationTitle("Use MCP Prompt") .toolbar { ToolbarItem(placement: .cancellationAction) { diff --git a/Pines/Views/Chats/ChatsView.swift b/Pines/Views/Chats/ChatsView.swift index 8465d1c..261a2c6 100644 --- a/Pines/Views/Chats/ChatsView.swift +++ b/Pines/Views/Chats/ChatsView.swift @@ -15,6 +15,8 @@ struct ChatsView: View { @EnvironmentObject private var haptics: PinesHaptics @State private var selectedThreadID: PinesThreadPreview.ID? @State private var projectBeingRenamed: PinesProjectPreview? + @State private var projectPendingDeletion: PinesProjectPreview? + @State private var threadPendingDeletion: PinesThreadPreview? @State private var projectNameDraft = "" private var selectedThread: PinesThreadPreview? { @@ -94,7 +96,7 @@ struct ChatsView: View { } Divider() Button(role: .destructive) { - Task { await appModel.deleteProject(project, services: services) } + projectPendingDeletion = project } label: { Label("Delete", systemImage: "trash") } @@ -111,7 +113,7 @@ struct ChatsView: View { } .swipeActions(edge: .trailing, allowsFullSwipe: false) { Button(role: .destructive) { - Task { await appModel.deleteProject(project, services: services) } + projectPendingDeletion = project } label: { Label("Delete", systemImage: "trash") } @@ -125,6 +127,27 @@ struct ChatsView: View { } Section { + if visibleThreads.isEmpty { + Button { + Task { + if let threadID = await appModel.createChat(services: services) { + selectedThreadID = threadID + } + } + } label: { + PinesSidebarRow( + title: "Start a new chat", + subtitle: "Private by default, local when possible", + systemImage: "square.and.pencil", + tint: theme.colors.accent, + isSelected: false + ) + } + .buttonStyle(.plain) + .accessibilityIdentifier("pines.chat.empty.create") + .pinesSidebarListRow() + } + ForEach(visibleThreads) { thread in NavigationLink(value: thread.id) { ChatThreadRow(thread: thread, isSelected: selectedThreadID == thread.id) @@ -153,9 +176,7 @@ struct ChatsView: View { } .swipeActions(edge: .trailing, allowsFullSwipe: false) { Button(role: .destructive) { - Task { - await appModel.deleteThread(thread, services: services) - } + threadPendingDeletion = thread } label: { Label("Delete", systemImage: "trash") } @@ -238,8 +259,16 @@ struct ChatsView: View { PinesEmptyState( title: "No chats", detail: "Start a local chat when the inference runtime is connected.", - systemImage: "bubble.left.and.text.bubble.right" - ) + systemImage: "bubble.left.and.text.bubble.right", + primaryActionTitle: "New chat", + primaryActionSystemImage: "square.and.pencil" + ) { + Task { + if let threadID = await appModel.createChat(services: services) { + selectedThreadID = threadID + } + } + } } } .accessibilityIdentifier("pines.screen.chats") @@ -264,6 +293,40 @@ struct ChatsView: View { } message: { Text("Project names can be up to 80 characters.") } + .confirmationDialog( + "Delete this project?", + isPresented: Binding( + get: { projectPendingDeletion != nil }, + set: { if !$0 { projectPendingDeletion = nil } } + ), + titleVisibility: .visible, + presenting: projectPendingDeletion + ) { project in + Button("Delete project", role: .destructive) { + projectPendingDeletion = nil + Task { await appModel.deleteProject(project, services: services) } + } + Button("Cancel", role: .cancel) {} + } message: { _ in + Text("The project is removed. Its chats return to All Chats and its Vault documents return to Personal Vault.") + } + .confirmationDialog( + "Delete this chat?", + isPresented: Binding( + get: { threadPendingDeletion != nil }, + set: { if !$0 { threadPendingDeletion = nil } } + ), + titleVisibility: .visible, + presenting: threadPendingDeletion + ) { thread in + Button("Delete chat", role: .destructive) { + threadPendingDeletion = nil + Task { await appModel.deleteThread(thread, services: services) } + } + Button("Cancel", role: .cancel) {} + } message: { _ in + Text("This permanently deletes the local conversation and its messages. Vault documents are not deleted.") + } } private func selectDefaultThreadIfNeeded() { @@ -562,6 +625,7 @@ private extension ModelPickerOption { } private struct ChatTranscriptView: View { + @Environment(\.accessibilityReduceMotion) private var reduceMotion @Environment(\.horizontalSizeClass) private var horizontalSizeClass @Environment(\.pinesTheme) private var theme @Environment(\.pinesServices) private var services @@ -607,7 +671,7 @@ private struct ChatTranscriptView: View { .transition(.opacity.combined(with: .move(edge: .bottom))) } } - .animation(theme.motion.standard, value: thread.messages.count) + .animation(reduceMotion ? nil : theme.motion.standard, value: thread.messages.count) Color.clear .frame(height: 1) @@ -700,7 +764,7 @@ private struct ChatTranscriptView: View { Button { haptics.play(.primaryAction) - withAnimation(theme.motion.emphasized) { + withAnimation(reduceMotion ? nil : theme.motion.emphasized) { retrySpin.toggle() } appModel.retryLastUserMessage(in: thread, services: services) @@ -730,7 +794,7 @@ private struct ChatTranscriptView: View { } .padding(.top, composerInsetTopPadding) .padding(.bottom, composerInsetBottomPadding) - .animation(theme.motion.standard, value: chatState.chatError) + .animation(reduceMotion ? nil : theme.motion.standard, value: chatState.chatError) } } @@ -752,7 +816,7 @@ private struct ChatTranscriptView: View { private var composerInsetBottomPadding: CGFloat { guard horizontalSizeClass == .compact else { return theme.spacing.small } - return isComposerFocused ? theme.spacing.xxsmall : -theme.spacing.small + return isComposerFocused ? theme.spacing.xxsmall : theme.spacing.xsmall } @ViewBuilder @@ -798,7 +862,7 @@ private struct ChatTranscriptView: View { } private func scrollToBottom(_ proxy: ScrollViewProxy, animated: Bool) { - let shouldAnimate = animated && shouldAutoScrollAfterTranscriptChange + let shouldAnimate = animated && shouldAutoScrollAfterTranscriptChange && !reduceMotion if shouldAnimate { withAnimation(theme.motion.standard) { proxy.scrollTo("chat-bottom", anchor: .bottom) @@ -1160,8 +1224,7 @@ private struct ChatBubble: View { .shadow(color: theme.shadow.panelColor.opacity(message.role == .assistant ? 0.55 : 0.32), radius: theme.shadow.panelRadius * 0.25, x: 0, y: theme.shadow.panelY * 0.20) .scaleEffect(isStreaming && !reduceMotion ? 1.006 : 1) .animation(reduceMotion ? nil : theme.motion.fast, value: isStreaming) - .accessibilityElement(children: .combine) - .accessibilityLabel("\(message.role.title): \(message.content)") + .accessibilityElement(children: .contain) .contextMenu { Button { haptics.play(.primaryAction) diff --git a/Pines/Views/Chats/MarkdownMessageView.swift b/Pines/Views/Chats/MarkdownMessageView.swift index 190a6b9..6ad131c 100644 --- a/Pines/Views/Chats/MarkdownMessageView.swift +++ b/Pines/Views/Chats/MarkdownMessageView.swift @@ -520,18 +520,20 @@ private struct MarkdownIconButtonStyle: ButtonStyle { @Environment(\.accessibilityReduceMotion) private var reduceMotion func makeBody(configuration: Configuration) -> some View { - configuration.label - .font(theme.typography.caption.weight(.semibold)) - .foregroundStyle(configuration.isPressed ? theme.colors.primaryText : theme.colors.secondaryText) - .frame(width: 32, height: 32) - .background( - configuration.isPressed ? theme.colors.controlPressed : theme.colors.controlFill, - in: RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) - ) - .overlay { - RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) - .strokeBorder(configuration.isPressed ? theme.colors.focusRing.opacity(0.45) : theme.colors.controlBorder, lineWidth: theme.stroke.hairline) - } + ZStack { + RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) + .fill(configuration.isPressed ? theme.colors.controlPressed : theme.colors.controlFill) + .frame(width: 32, height: 32) + .overlay { + RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) + .strokeBorder(configuration.isPressed ? theme.colors.focusRing.opacity(0.45) : theme.colors.controlBorder, lineWidth: theme.stroke.hairline) + } + + configuration.label + .font(theme.typography.caption.weight(.semibold)) + .foregroundStyle(configuration.isPressed ? theme.colors.primaryText : theme.colors.secondaryText) + } + .frame(width: 44, height: 44) .contentShape(RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous)) .scaleEffect(configuration.isPressed && !reduceMotion ? 0.94 : 1) .animation(reduceMotion ? nil : theme.motion.fast, value: configuration.isPressed) diff --git a/Pines/Views/Models/ModelsView.swift b/Pines/Views/Models/ModelsView.swift index 5aa1b2e..be24f81 100644 --- a/Pines/Views/Models/ModelsView.swift +++ b/Pines/Views/Models/ModelsView.swift @@ -62,61 +62,6 @@ struct ModelsView: View { ) .navigationTitle("Models") .pinesExpressiveScrollHaptics() - .toolbar { - ToolbarItemGroup(placement: .primaryAction) { - Button { - if let selectedModel { - haptics.play(.primaryAction) - Task { - await appModel.selectDefaultModel(selectedModel, services: services) - } - } - } label: { - Image(systemName: "checkmark.circle") - } - .accessibilityLabel("Use as default model") - .disabled(selectedModel?.install.state != .installed) - - Button { - if let selectedModel { - haptics.play(.primaryAction) - Task { - await appModel.installModel(repository: selectedModel.install.repository, services: services) - } - } - } label: { - Image(systemName: "arrow.down.circle") - } - .accessibilityLabel("Download model") - .disabled(selectedModel == nil || selectedModel?.install.state == .installed || selectedModel?.hasActiveDownload == true || selectedModel?.status == .unsupported) - - Button { - if let selectedModel { - haptics.play(.destructiveAction) - Task { - await appModel.cancelModelDownload(repository: selectedModel.install.repository, services: services) - } - } - } label: { - Image(systemName: "stop.circle") - } - .accessibilityLabel("Cancel model download") - .disabled(selectedModel?.hasActiveDownload != true) - - Button(role: .destructive) { - if let selectedModel { - haptics.play(.destructiveAction) - Task { - await appModel.deleteModel(repository: selectedModel.install.repository, services: services) - } - } - } label: { - Image(systemName: "trash") - } - .accessibilityLabel("Delete model") - .disabled(selectedModel == nil || selectedModel?.canDeleteModel != true) - } - } .searchable(text: searchTextBinding, prompt: "Search Hugging Face") .textInputAutocapitalization(.never) .autocorrectionDisabled() @@ -153,8 +98,14 @@ struct ModelsView: View { PinesEmptyState( title: "No models", detail: "Search Hugging Face or install a curated local MLX model.", - systemImage: "cpu" - ) + systemImage: "cpu", + primaryActionTitle: "Browse MLX models", + primaryActionSystemImage: "magnifyingglass" + ) { + let criteria = ModelSearchCriteria(query: "mlx") + searchInput.text = criteria.query + scheduleModelSearch(criteria) + } } } .accessibilityIdentifier("pines.screen.models") diff --git a/Pines/Views/Models/ModelsViewComponents.swift b/Pines/Views/Models/ModelsViewComponents.swift index d835005..879ba0f 100644 --- a/Pines/Views/Models/ModelsViewComponents.swift +++ b/Pines/Views/Models/ModelsViewComponents.swift @@ -88,50 +88,70 @@ private struct ModelRows: View { let models: [PinesModelPreview] let defaultModelID: ModelID? let selectedModelKey: String? + @State private var modelPendingDeletion: PinesModelPreview? var body: some View { - ForEach(models) { model in - ModelRow( - model: model, - isDefault: defaultModelID == model.install.modelID, - isSelected: selectedModelKey == model.selectionKey - ) - .tag(model.selectionKey) - .swipeActions(edge: .leading, allowsFullSwipe: true) { - if model.canStartDownload { - Button { - haptics.play(.primaryAction) - Task { - await appModel.installModel(repository: model.install.repository, services: services) + Group { + ForEach(models) { model in + ModelRow( + model: model, + isDefault: defaultModelID == model.install.modelID, + isSelected: selectedModelKey == model.selectionKey + ) + .tag(model.selectionKey) + .swipeActions(edge: .leading, allowsFullSwipe: true) { + if model.canStartDownload { + Button { + haptics.play(.primaryAction) + Task { + await appModel.installModel(repository: model.install.repository, services: services) + } + } label: { + Label(model.downloadProgress?.canResume == true ? "Resume" : "Download", systemImage: "arrow.down.circle") } - } label: { - Label(model.downloadProgress?.canResume == true ? "Resume" : "Download", systemImage: "arrow.down.circle") + .tint(theme.colors.accent) } - .tint(theme.colors.accent) } - } - .swipeActions(edge: .trailing, allowsFullSwipe: false) { - if model.hasActiveDownload { - Button(role: .destructive) { - haptics.play(.destructiveAction) - Task { - await appModel.cancelModelDownload(repository: model.install.repository, services: services) + .swipeActions(edge: .trailing, allowsFullSwipe: false) { + if model.hasActiveDownload { + Button(role: .destructive) { + haptics.play(.destructiveAction) + Task { + await appModel.cancelModelDownload(repository: model.install.repository, services: services) + } + } label: { + Label("Cancel", systemImage: "stop.circle") } - } label: { - Label("Cancel", systemImage: "stop.circle") - } - } else if model.canDeleteModel { - Button(role: .destructive) { - haptics.play(.destructiveAction) - Task { - await appModel.deleteModel(repository: model.install.repository, services: services) + } else if model.canDeleteModel { + Button(role: .destructive) { + haptics.play(.destructiveAction) + modelPendingDeletion = model + } label: { + Label("Delete", systemImage: "trash") } - } label: { - Label("Delete", systemImage: "trash") } } } } + .confirmationDialog( + "Delete this model?", + isPresented: Binding( + get: { modelPendingDeletion != nil }, + set: { if !$0 { modelPendingDeletion = nil } } + ), + titleVisibility: .visible, + presenting: modelPendingDeletion + ) { model in + Button("Delete downloaded model", role: .destructive) { + modelPendingDeletion = nil + Task { + await appModel.deleteModel(repository: model.install.repository, services: services) + } + } + Button("Cancel", role: .cancel) {} + } message: { model in + Text("This removes the local files for \(model.name). You can download the model again later.") + } } } @@ -423,6 +443,8 @@ private struct ModelActionLabel: View { } struct ModelDetailView: View { + @Environment(\.accessibilityReduceMotion) private var reduceMotion + @Environment(\.horizontalSizeClass) private var horizontalSizeClass @Environment(\.pinesTheme) private var theme @Environment(\.pinesServices) private var services @EnvironmentObject private var appModel: PinesAppModel @@ -430,6 +452,7 @@ struct ModelDetailView: View { @EnvironmentObject private var haptics: PinesHaptics let model: PinesModelPreview @State private var pendingAction: ModelDetailAction? + @State private var showsDeleteConfirmation = false var body: some View { ScrollView { @@ -468,6 +491,20 @@ struct ModelDetailView: View { pendingAction = nil } } + .confirmationDialog( + "Delete this model?", + isPresented: $showsDeleteConfirmation, + titleVisibility: .visible + ) { + Button("Delete downloaded model", role: .destructive) { + runAction(.delete) { + await appModel.deleteModel(repository: model.install.repository, services: services) + } + } + Button("Cancel", role: .cancel) {} + } message: { + Text("This removes the local files for \(model.name). You can download the model again later.") + } } private var gridColumns: [GridItem] { @@ -476,16 +513,15 @@ struct ModelDetailView: View { private var headerCard: some View { PinesCardSection(model.name, subtitle: "\(model.family) model for \(model.runtime)", systemImage: model.status.systemImage, kind: .glass) { - HStack(alignment: .center, spacing: theme.spacing.large) { - PinesReadinessRing(value: model.readiness, title: "Ready", subtitle: model.status.title) - - LazyVGrid(columns: [GridItem(.adaptive(minimum: theme.dashboard.compactGridMinWidth), spacing: theme.spacing.small)], spacing: theme.spacing.small) { - PinesInfoTile(title: "Status", value: model.status.title, systemImage: model.status.systemImage, tint: model.status.tint(in: theme)) - PinesInfoTile(title: "Footprint", value: model.footprint, systemImage: "externaldrive") - PinesInfoTile(title: "Context", value: model.contextWindow, systemImage: "text.word.spacing") - if modelState.defaultModelID == model.install.modelID { - PinesInfoTile(title: "Default", value: "Selected", systemImage: "checkmark.circle", tint: theme.colors.success) - } + ViewThatFits(in: .horizontal) { + HStack(alignment: .center, spacing: theme.spacing.large) { + readinessRing + modelSummaryGrid + } + + VStack(alignment: .leading, spacing: theme.spacing.medium) { + readinessRing + modelSummaryGrid } } } @@ -496,6 +532,24 @@ struct ModelDetailView: View { } } + private var readinessRing: some View { + PinesReadinessRing(value: model.readiness, title: "Ready", subtitle: model.status.title) + .fixedSize(horizontal: true, vertical: true) + .frame(maxWidth: horizontalSizeClass == .compact ? .infinity : nil, alignment: .center) + } + + private var modelSummaryGrid: some View { + LazyVGrid(columns: [GridItem(.adaptive(minimum: theme.dashboard.compactGridMinWidth), spacing: theme.spacing.small)], spacing: theme.spacing.small) { + PinesInfoTile(title: "Status", value: model.status.title, systemImage: model.status.systemImage, tint: model.status.tint(in: theme)) + PinesInfoTile(title: "Footprint", value: model.footprint, systemImage: "externaldrive") + PinesInfoTile(title: "Context", value: model.contextWindow, systemImage: "text.word.spacing") + if modelState.defaultModelID == model.install.modelID { + PinesInfoTile(title: "Default", value: "Selected", systemImage: "checkmark.circle", tint: theme.colors.success) + } + } + .frame(maxWidth: .infinity) + } + private var actionsCard: some View { PinesCardSection("Actions", subtitle: "Install, select, or remove this model.", systemImage: "bolt.circle") { VStack(alignment: .leading, spacing: theme.spacing.medium) { @@ -558,7 +612,7 @@ struct ModelDetailView: View { .pinesButtonStyle(.destructive, fillWidth: true) .disabled(pendingAction != nil) } else { - HStack(spacing: theme.spacing.small) { + PinesAdaptiveButtonRow { if model.canChooseInstallMode { Menu { Button("Text only", systemImage: "text.bubble") { @@ -621,9 +675,7 @@ struct ModelDetailView: View { } Button(role: .destructive) { - runAction(.delete) { - await appModel.deleteModel(repository: model.install.repository, services: services) - } + showsDeleteConfirmation = true } label: { ModelActionLabel( title: pendingAction == .delete ? "Deleting" : (model.hasActiveDownload ? "Remove download" : "Delete model"), @@ -634,7 +686,7 @@ struct ModelDetailView: View { .pinesButtonStyle(.destructive, fillWidth: true) .disabled(!model.canDeleteModel || pendingAction != nil) } - .animation(theme.motion.fast, value: pendingAction) + .animation(reduceMotion ? nil : theme.motion.fast, value: pendingAction) } } diff --git a/Pines/Views/Settings/SettingsDetailView.swift b/Pines/Views/Settings/SettingsDetailView.swift index 5ee4255..fc180b5 100644 --- a/Pines/Views/Settings/SettingsDetailView.swift +++ b/Pines/Views/Settings/SettingsDetailView.swift @@ -10,6 +10,8 @@ private enum PinesSettingsDetailLayout { } struct SettingsDetailView: View { + @Environment(\.accessibilityReduceMotion) private var reduceMotion + @Environment(\.dynamicTypeSize) private var dynamicTypeSize @Environment(\.pinesTheme) private var theme @Environment(\.pinesServices) private var services @EnvironmentObject private var appModel: PinesAppModel @@ -55,6 +57,12 @@ struct SettingsDetailView: View { @State private var huggingFaceToken = "" @State private var braveSearchKey = "" @State private var showsEraseAllDataConfirmation = false + @State private var showsHuggingFaceTokenDeletionConfirmation = false + @State private var showsBraveSearchKeyDeletionConfirmation = false + @State private var providerPendingDeletion: CloudProviderConfiguration? + @State private var mcpServerPendingDeletion: MCPServerConfiguration? + @State private var showsAdvancedMCPOptions = false + @State private var showsAdvancedSyncOptions = false private var iCloudSyncAvailable: Bool { services.cloudKitSyncService != nil @@ -99,6 +107,70 @@ struct SettingsDetailView: View { } message: { Text("This deletes local models, chats, vault files, provider records, credentials, MCP servers, artifacts, and the private iCloud sync zone when available.") } + .confirmationDialog( + "Delete Hugging Face token?", + isPresented: $showsHuggingFaceTokenDeletionConfirmation, + titleVisibility: .visible + ) { + Button("Delete token", role: .destructive) { + Task { + await appModel.deleteHuggingFaceToken(services: services) + huggingFaceToken = "" + } + } + Button("Cancel", role: .cancel) {} + } message: { + Text("Pines will remove the token from this device. Gated model downloads may stop working until you save another token.") + } + .confirmationDialog( + "Delete Brave Search key?", + isPresented: $showsBraveSearchKeyDeletionConfirmation, + titleVisibility: .visible + ) { + Button("Delete key", role: .destructive) { + Task { + await appModel.saveBraveSearchKey("", services: services) + braveSearchKey = "" + } + } + Button("Cancel", role: .cancel) {} + } message: { + Text("Pines will remove the key from this device. Agent web search will remain unavailable until you save another key.") + } + .confirmationDialog( + "Delete cloud provider?", + isPresented: Binding( + get: { providerPendingDeletion != nil }, + set: { if !$0 { providerPendingDeletion = nil } } + ), + titleVisibility: .visible + ) { + Button("Delete provider", role: .destructive) { + guard let provider = providerPendingDeletion else { return } + providerPendingDeletion = nil + Task { await appModel.deleteCloudProvider(provider, services: services) } + } + Button("Cancel", role: .cancel) { providerPendingDeletion = nil } + } message: { + Text("This removes the provider configuration and its stored credential from Pines. Existing chats and local files remain on this device.") + } + .confirmationDialog( + "Delete MCP server?", + isPresented: Binding( + get: { mcpServerPendingDeletion != nil }, + set: { if !$0 { mcpServerPendingDeletion = nil } } + ), + titleVisibility: .visible + ) { + Button("Delete server", role: .destructive) { + guard let server = mcpServerPendingDeletion else { return } + mcpServerPendingDeletion = nil + Task { await appModel.deleteMCPServer(server, services: services) } + } + Button("Cancel", role: .cancel) { mcpServerPendingDeletion = nil } + } message: { + Text("This removes the server configuration and credentials from Pines. Tools from this server will no longer be available to agents.") + } .task(id: section.destination) { guard section.destination == .tools else { return } await appModel.startMCPServersIfNeeded(services: services) @@ -118,7 +190,7 @@ struct SettingsDetailView: View { Button { guard let anchor = section.detailAnchor(for: row) else { return } haptics.play(.navigationSelected) - withAnimation(theme.motion.standard) { + withAnimation(reduceMotion ? nil : theme.motion.standard) { scrollProxy.scrollTo(anchor, anchor: .top) } } label: { @@ -138,7 +210,7 @@ struct SettingsDetailView: View { @ViewBuilder private var designDashboard: some View { - StableSettingsCardSection("Appearance", subtitle: "Theme, contrast, and interface behavior.", systemImage: "paintpalette") { + PinesCardSection("Appearance", subtitle: "Theme, contrast, and interface behavior.", systemImage: "paintpalette") { Picker("Interface mode", selection: $interfaceMode) { ForEach(PinesInterfaceMode.allCases) { mode in Text(mode.title).tag(mode) @@ -151,7 +223,7 @@ struct SettingsDetailView: View { } LazyVGrid( - columns: PinesThemePickerLayout.gridColumns, + columns: themePickerColumns, spacing: PinesThemePickerLayout.gridSpacing ) { ForEach(PinesThemeTemplate.allCases) { template in @@ -193,6 +265,13 @@ struct SettingsDetailView: View { .id(SettingsDetailAnchor.hapticsAndMotion) } + private var themePickerColumns: [GridItem] { + if dynamicTypeSize.isAccessibilitySize { + return [GridItem(.flexible())] + } + return PinesThemePickerLayout.gridColumns + } + @ViewBuilder private var inferenceDashboard: some View { PinesCardSection("Execution", subtitle: "Routing policy for local inference and configured providers.", systemImage: "point.3.connected.trianglepath.dotted") { @@ -318,7 +397,7 @@ struct SettingsDetailView: View { .pinesFieldChrome() VStack(spacing: theme.spacing.small) { - HStack(spacing: theme.spacing.small) { + PinesAdaptiveButtonRow { Button { Task { await appModel.saveHuggingFaceToken(huggingFaceToken, services: services) @@ -339,10 +418,7 @@ struct SettingsDetailView: View { } Button(role: .destructive) { - Task { - await appModel.deleteHuggingFaceToken(services: services) - huggingFaceToken = "" - } + showsHuggingFaceTokenDeletionConfirmation = true } label: { Label("Delete token", systemImage: "trash") } @@ -417,23 +493,28 @@ struct SettingsDetailView: View { } )) - Toggle("Sync source documents", isOn: Binding( - get: { settingsState.storeConfiguration.syncsSourceDocuments }, - set: { value in - settingsState.storeConfiguration.syncsSourceDocuments = value - Task { await appModel.saveSettings(services: services) } - } - )) - .disabled(!iCloudSyncAvailable || !settingsState.storeConfiguration.iCloudSyncEnabled) + DisclosureGroup("Advanced sync options", isExpanded: $showsAdvancedSyncOptions) { + VStack(alignment: .leading, spacing: theme.spacing.small) { + Toggle("Sync source documents", isOn: Binding( + get: { settingsState.storeConfiguration.syncsSourceDocuments }, + set: { value in + settingsState.storeConfiguration.syncsSourceDocuments = value + Task { await appModel.saveSettings(services: services) } + } + )) + .disabled(!iCloudSyncAvailable || !settingsState.storeConfiguration.iCloudSyncEnabled) - Toggle("Sync embeddings", isOn: Binding( - get: { settingsState.storeConfiguration.syncsEmbeddings }, - set: { value in - settingsState.storeConfiguration.syncsEmbeddings = value - Task { await appModel.saveSettings(services: services) } + Toggle("Sync embeddings", isOn: Binding( + get: { settingsState.storeConfiguration.syncsEmbeddings }, + set: { value in + settingsState.storeConfiguration.syncsEmbeddings = value + Task { await appModel.saveSettings(services: services) } + } + )) + .disabled(!iCloudSyncAvailable || !settingsState.storeConfiguration.iCloudSyncEnabled) } - )) - .disabled(!iCloudSyncAvailable || !settingsState.storeConfiguration.iCloudSyncEnabled) + .padding(.top, theme.spacing.small) + } Button(role: .destructive) { showsEraseAllDataConfirmation = true @@ -901,7 +982,7 @@ struct SettingsDetailView: View { .pinesButtonStyle(.icon) Button(role: .destructive) { - Task { await appModel.deleteCloudProvider(provider, services: services) } + providerPendingDeletion = provider } label: { Image(systemName: "trash") } @@ -963,7 +1044,7 @@ struct SettingsDetailView: View { .accessibilityIdentifier("pines.settings.brave.key") .pinesFieldChrome() - HStack(spacing: theme.spacing.small) { + PinesAdaptiveButtonRow { Button { Task { await appModel.saveBraveSearchKey(braveSearchKey, services: services) @@ -976,10 +1057,7 @@ struct SettingsDetailView: View { .pinesButtonStyle(.primary, fillWidth: true) Button(role: .destructive) { - Task { - await appModel.saveBraveSearchKey("", services: services) - braveSearchKey = "" - } + showsBraveSearchKeyDeletionConfirmation = true } label: { Label("Delete", systemImage: "trash") } @@ -1025,20 +1103,26 @@ struct SettingsDetailView: View { oauthFields } - LazyVGrid(columns: dashboardColumns, spacing: theme.spacing.small) { - Toggle("Enable server", isOn: $mcpEnabled) - Toggle("Allow insecure local HTTP", isOn: $mcpAllowInsecureLocalHTTP) - Toggle("Resources", isOn: $mcpResourcesEnabled) - Toggle("Prompts", isOn: $mcpPromptsEnabled) - Toggle("Sampling", isOn: $mcpSamplingEnabled) - Toggle("BYOK sampling", isOn: $mcpBYOKSamplingEnabled) - .disabled(!mcpSamplingEnabled) - Toggle("Resource subscriptions", isOn: $mcpSubscriptionsEnabled) - .disabled(!mcpResourcesEnabled) - } + Toggle("Enable server", isOn: $mcpEnabled) + + DisclosureGroup("Advanced capabilities", isExpanded: $showsAdvancedMCPOptions) { + VStack(alignment: .leading, spacing: theme.spacing.small) { + LazyVGrid(columns: dashboardColumns, spacing: theme.spacing.small) { + Toggle("Allow insecure local HTTP", isOn: $mcpAllowInsecureLocalHTTP) + Toggle("Resources", isOn: $mcpResourcesEnabled) + Toggle("Prompts", isOn: $mcpPromptsEnabled) + Toggle("Sampling", isOn: $mcpSamplingEnabled) + Toggle("BYOK sampling", isOn: $mcpBYOKSamplingEnabled) + .disabled(!mcpSamplingEnabled) + Toggle("Resource subscriptions", isOn: $mcpSubscriptionsEnabled) + .disabled(!mcpResourcesEnabled) + } - Stepper("Sampling requests per session: \(mcpMaxSamplingRequests)", value: $mcpMaxSamplingRequests, in: 0...20) - .disabled(!mcpSamplingEnabled) + Stepper("Sampling requests per session: \(mcpMaxSamplingRequests)", value: $mcpMaxSamplingRequests, in: 0...20) + .disabled(!mcpSamplingEnabled) + } + .padding(.top, theme.spacing.small) + } HStack(spacing: theme.spacing.small) { Button { @@ -1135,7 +1219,7 @@ struct SettingsDetailView: View { .pinesButtonStyle(.icon) Button(role: .destructive) { - Task { await appModel.deleteMCPServer(server, services: services) } + mcpServerPendingDeletion = server } label: { Image(systemName: "trash") } @@ -1718,66 +1802,6 @@ struct SettingsDetailView: View { } } -private struct StableSettingsCardSection: View { - @Environment(\.pinesTheme) private var theme - let title: String - let subtitle: String? - let systemImage: String - @ViewBuilder var content: () -> Content - - init( - _ title: String, - subtitle: String? = nil, - systemImage: String, - @ViewBuilder content: @escaping () -> Content - ) { - self.title = title - self.subtitle = subtitle - self.systemImage = systemImage - self.content = content - } - - var body: some View { - let shape = RoundedRectangle(cornerRadius: 16, style: .continuous) - - VStack(alignment: .leading, spacing: 14) { - HStack(alignment: .top, spacing: 14) { - Image(systemName: systemImage) - .font(.system(size: 17, weight: .semibold)) - .foregroundStyle(theme.colors.accent) - .frame(width: 38, height: 38) - .background(theme.colors.accentSoft, in: RoundedRectangle(cornerRadius: 10, style: .continuous)) - - VStack(alignment: .leading, spacing: 4) { - Text(title) - .font(.headline.weight(.semibold)) - .foregroundStyle(theme.colors.primaryText) - .pinesFittingText() - - if let subtitle { - Text(subtitle) - .font(.caption) - .foregroundStyle(theme.colors.secondaryText) - .lineLimit(2) - .minimumScaleFactor(0.86) - } - } - } - - content() - } - .padding(14) - .frame(maxWidth: .infinity, alignment: .leading) - .frame(minHeight: 104, alignment: .topLeading) - .background(theme.colors.surface, in: shape) - .overlay { - shape - .strokeBorder(theme.colors.cardBorder, lineWidth: 1) - } - .shadow(color: theme.shadow.panelColor.opacity(0.24), radius: 8, x: 0, y: 4) - } -} - private enum MCPServerDetailTab: String, CaseIterable, Identifiable { case tools case resources diff --git a/Pines/Views/Vault/VaultView.swift b/Pines/Views/Vault/VaultView.swift index 911ef12..30d1aad 100644 --- a/Pines/Views/Vault/VaultView.swift +++ b/Pines/Views/Vault/VaultView.swift @@ -16,6 +16,7 @@ struct VaultView: View { @EnvironmentObject private var haptics: PinesHaptics @State private var selectedItemID: PinesVaultItemPreview.ID? @State private var showingImporter = false + @State private var showingVaultSettings = false @State private var searchInput = VaultSearchInputState() private var selectedItem: PinesVaultItemPreview? { @@ -50,9 +51,6 @@ struct VaultView: View { var body: some View { NavigationSplitView { List(selection: $selectedItemID) { - VaultEmbeddingSetupSection() - VaultProviderStorageSection() - if !searchInput.text.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty { Section("Search results") { ForEach(vaultState.vaultSearchResults) { result in @@ -65,6 +63,20 @@ struct VaultView: View { } Section(chatState.selectedProjectID == nil ? "Vault" : "Project Vault") { + if visibleVaultItems.isEmpty { + Button { + haptics.play(.primaryAction) + showingImporter = true + } label: { + Label("Import your first file", systemImage: "doc.badge.plus") + .font(theme.typography.callout.weight(.semibold)) + .foregroundStyle(theme.colors.accent) + .frame(maxWidth: .infinity, minHeight: 44, alignment: .leading) + } + .buttonStyle(.plain) + .pinesSidebarListRow() + } + ForEach(visibleVaultItems) { item in NavigationLink(value: item.id) { VaultItemRow(item: item, isSelected: selectedItemID == item.id) @@ -92,6 +104,14 @@ struct VaultView: View { Image(systemName: "magnifyingglass") } .accessibilityLabel("Search vault") + + Button { + haptics.play(.navigationSelected) + showingVaultSettings = true + } label: { + Image(systemName: "slider.horizontal.3") + } + .accessibilityLabel("Vault settings") } } .searchable(text: vaultSearchBinding, isPresented: $vaultState.isVaultSearchPresented, prompt: "Search vault") @@ -126,6 +146,23 @@ struct VaultView: View { } } } + .sheet(isPresented: $showingVaultSettings) { + NavigationStack { + List { + VaultEmbeddingSetupSection() + VaultProviderStorageSection() + } + .navigationTitle("Vault Settings") + .toolbar { + ToolbarItem(placement: .confirmationAction) { + Button("Done") { showingVaultSettings = false } + } + } + .pinesSidebarListChrome() + } + .presentationDetents([.medium, .large]) + .presentationDragIndicator(.visible) + } .pinesSidebarListChrome() } detail: { if let selectedItem { @@ -134,7 +171,10 @@ struct VaultView: View { PinesEmptyState( title: "Vault empty", detail: "Private notes, documents, keys, and image references appear here.", - systemImage: "shippingbox" + systemImage: "shippingbox", + primaryActionTitle: "Import file", + primaryActionSystemImage: "doc.badge.plus", + primaryAction: { showingImporter = true } ) } } @@ -268,6 +308,7 @@ private struct VaultProviderVectorStoreRow: View { @EnvironmentObject private var appModel: PinesAppModel @EnvironmentObject private var providerState: PinesProviderLifecycleState let store: PinesProviderCachePreview + @State private var showsDeleteConfirmation = false var body: some View { VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { @@ -285,19 +326,28 @@ private struct VaultProviderVectorStoreRow: View { .lineLimit(1) HStack(spacing: theme.spacing.xsmall) { - Button("Files") { + PinesCompactIconButton(title: "Refresh cloud files", systemImage: "arrow.clockwise") { Task { await refreshFiles() } } - .buttonStyle(.borderless) - Button("Delete", role: .destructive) { - Task { await deleteStore() } + PinesCompactIconButton(title: "Delete cloud context", systemImage: "trash", role: .destructive) { + showsDeleteConfirmation = true } - .buttonStyle(.borderless) } - .font(theme.typography.caption) } .padding(.vertical, theme.spacing.xsmall) + .confirmationDialog( + "Delete this cloud context?", + isPresented: $showsDeleteConfirmation, + titleVisibility: .visible + ) { + Button("Delete cloud context", role: .destructive) { + Task { await deleteStore() } + } + Button("Cancel", role: .cancel) {} + } message: { + Text("This deletes the provider-hosted vector store. Local Vault documents are not deleted.") + } } @MainActor @@ -333,6 +383,7 @@ private struct VaultProviderFileRow: View { @EnvironmentObject private var appModel: PinesAppModel @EnvironmentObject private var providerState: PinesProviderLifecycleState let file: PinesProviderFilePreview + @State private var showsDeleteConfirmation = false var body: some View { VStack(alignment: .leading, spacing: theme.spacing.xxsmall) { @@ -349,13 +400,26 @@ private struct VaultProviderFileRow: View { .foregroundStyle(theme.colors.secondaryText) .lineLimit(1) - Button("Delete hosted file", role: .destructive) { - Task { await deleteFile() } + HStack { + Spacer() + PinesCompactIconButton(title: "Delete hosted file", systemImage: "trash", role: .destructive) { + showsDeleteConfirmation = true + } } - .buttonStyle(.borderless) - .font(theme.typography.caption) } .padding(.vertical, theme.spacing.xsmall) + .confirmationDialog( + "Delete this hosted file?", + isPresented: $showsDeleteConfirmation, + titleVisibility: .visible + ) { + Button("Delete cloud copy", role: .destructive) { + Task { await deleteFile() } + } + Button("Cancel", role: .cancel) {} + } message: { + Text("This deletes the provider-hosted copy. The local Vault document is not deleted.") + } } @MainActor @@ -552,6 +616,8 @@ private struct VaultDetailView: View { @EnvironmentObject private var settingsState: PinesSettingsState @EnvironmentObject private var providerState: PinesProviderLifecycleState @State private var providerStorageExportInFlightID: ProviderID? + @State private var showsDocumentDeleteConfirmation = false + @State private var chunkPendingDeletion: VaultChunk? let item: PinesVaultItemPreview var body: some View { @@ -578,15 +644,15 @@ private struct VaultDetailView: View { } label: { Label(projectLabel, systemImage: "folder") } - .buttonStyle(.borderless) + .pinesButtonStyle(.secondary) Spacer() Button(role: .destructive) { - Task { await appModel.deleteVaultDocument(id: item.id, services: services) } + showsDocumentDeleteConfirmation = true } label: { Label("Delete Vault file", systemImage: "trash") } - .buttonStyle(.borderless) + .pinesButtonStyle(.destructive) } VaultSourcePreview(item: item) @@ -608,11 +674,11 @@ private struct VaultDetailView: View { .foregroundStyle(theme.colors.tertiaryText) Spacer(minLength: theme.spacing.xsmall) Button(role: .destructive) { - Task { await appModel.deleteVaultChunk(chunk, documentID: item.id, services: services) } + chunkPendingDeletion = chunk } label: { Image(systemName: "trash") } - .buttonStyle(.borderless) + .pinesButtonStyle(.icon) .accessibilityLabel("Delete chunk \(chunk.ordinal + 1)") } Text(chunk.text) @@ -695,6 +761,35 @@ private struct VaultDetailView: View { .pinesExpressiveScrollHaptics() .pinesInlineNavigationTitle() .pinesAppBackground() + .confirmationDialog( + "Delete this Vault file?", + isPresented: $showsDocumentDeleteConfirmation, + titleVisibility: .visible + ) { + Button("Delete local Vault file", role: .destructive) { + Task { await appModel.deleteVaultDocument(id: item.id, services: services) } + } + Button("Cancel", role: .cancel) {} + } message: { + Text("This deletes the local Vault document and its local search index. Provider-hosted copies, if any, are separate.") + } + .confirmationDialog( + "Delete this indexed chunk?", + isPresented: Binding( + get: { chunkPendingDeletion != nil }, + set: { if !$0 { chunkPendingDeletion = nil } } + ), + titleVisibility: .visible, + presenting: chunkPendingDeletion + ) { chunk in + Button("Delete local chunk", role: .destructive) { + chunkPendingDeletion = nil + Task { await appModel.deleteVaultChunk(chunk, documentID: item.id, services: services) } + } + Button("Cancel", role: .cancel) {} + } message: { _ in + Text("This removes the chunk from local Vault search. It does not delete provider-hosted copies.") + } } private var indexSummary: String { diff --git a/PinesTests/CoreSurfaceTests.swift b/PinesTests/CoreSurfaceTests.swift index 2d59678..7dc8e5b 100644 --- a/PinesTests/CoreSurfaceTests.swift +++ b/PinesTests/CoreSurfaceTests.swift @@ -625,13 +625,15 @@ final class CoreSurfaceTests: XCTestCase { XCTAssertTrue(workspace.contains("Deep Research")) XCTAssertFalse(workspace.contains("Research Console")) XCTAssertFalse(workspace.contains("Research Chat")) - XCTAssertTrue(workspace.contains("researchChatTranscript")) - XCTAssertTrue(workspace.contains("researchChatComposer")) + XCTAssertTrue(workspace.contains("researchConversation")) + XCTAssertTrue(workspace.contains("researchComposer")) + XCTAssertFalse(workspace.contains("ArtifactsResearchChatWorkspace")) XCTAssertTrue(workspace.contains("PinesMessageBubble")) XCTAssertTrue(workspace.contains("Ask a research question")) - XCTAssertTrue(workspace.contains("Ask follow-up or clarify")) + XCTAssertTrue(workspace.contains("Ask a follow-up")) XCTAssertTrue(workspace.contains("Report saved. Open the full report")) XCTAssertTrue(workspace.contains("derivedResearchTitle")) + XCTAssertTrue(workspace.contains("cancelMediaOperation")) XCTAssertFalse(workspace.contains("LazyVGrid(columns: [GridItem(.adaptive(minimum: 148)")) XCTAssertTrue(workspace.contains("ArtifactsAssetGrid")) XCTAssertTrue(workspace.contains("PinesMenuChip")) diff --git a/PinesUITests/PinesUITests.swift b/PinesUITests/PinesUITests.swift index 9bb0847..acc768e 100644 --- a/PinesUITests/PinesUITests.swift +++ b/PinesUITests/PinesUITests.swift @@ -51,6 +51,58 @@ final class PinesUITests: XCTestCase { ) } + @MainActor + func testAccessibilityTextSizeKeepsPrimarySurfacesReachable() throws { + configureLaunch(resetStore: true) + app.launchArguments += [ + "-UIPreferredContentSizeCategoryName", + "UICTContentSizeCategoryAccessibilityExtraExtraExtraLarge", + "-AppleInterfaceStyle", + "Dark", + ] + launchAndWaitForMainUI() + + openTab("Models") + assertMenuCanOpen(buttonLabel: "All tasks", item: "All tasks") + + openTab("Vault") + assertExists(app.buttons["Vault settings"], "Vault settings should remain reachable at accessibility text sizes.") + + openTab("Artifacts") + switchArtifactsWorkspace(to: "Create") + switchArtifactsWorkspace(to: "Research") + switchArtifactsWorkspace(to: "Library") + + openTab("Chats") + tapCreateChat() + openFirstThreadIfComposerIsNotVisible() + assertIdentifierVisible("pines.chat.composer.input", "Chat composer should remain reachable at accessibility text sizes.") + assertIdentifierVisible("pines.chat.composer.run-mode", "Run mode should remain reachable at accessibility text sizes.") + assertIdentifierVisible("pines.chat.composer.send", "Send should remain reachable at accessibility text sizes.") + } + + @MainActor + func testChatDeletionRequiresExplicitConfirmation() throws { + launchAndWaitForMainUI() + openTab("Chats") + tapCreateChat() + openFirstThreadIfComposerIsNotVisible() + + let back = app.navigationBars.buttons["Chats"].firstMatch + XCTAssertTrue(back.waitForExistence(timeout: 5), "Chat list back button was missing.") + back.tap() + + let thread = app.descendants(matching: .any).matching(identifier: "pines.chat.thread.row").firstMatch + XCTAssertTrue(thread.waitForExistence(timeout: 10), "Created chat row was missing.") + thread.swipeLeft() + let delete = app.buttons["Delete"].firstMatch + XCTAssertTrue(delete.waitForExistence(timeout: 5), "Delete swipe action was missing.") + delete.tap() + + XCTAssertTrue(app.staticTexts["Delete this chat?"].waitForExistence(timeout: 5), "Chat deletion did not request confirmation.") + XCTAssertTrue(app.buttons["Delete chat"].exists, "Confirmed destructive action was missing.") + } + @MainActor func testContinuedChatStreamsAndPersistsAcrossRelaunch() throws { configureLaunch(scenario: "streaming", resetStore: true) @@ -162,14 +214,20 @@ final class PinesUITests: XCTestCase { assertMenuCanOpen(buttonLabel: "All tasks", item: "All tasks") assertMenuCanOpen(buttonLabel: "Compatibility", item: "All compatibility") assertMenuCanOpen(buttonLabel: "State", item: "Any state") - assertExists(app.buttons["Use as default model"], "Default model toolbar action was missing.") - assertExists(app.buttons["Download model"], "Download model toolbar action was missing.") - assertExists(app.buttons["Cancel model download"], "Cancel download toolbar action was missing.") - assertExists(app.buttons["Delete model"], "Delete model toolbar action was missing.") + assertExists( + firstExisting([app.staticTexts["Installed models"], app.staticTexts["MLX Hub results"]]), + "The model library result summary was missing." + ) openTab("Vault") assertExists(firstExisting([app.buttons["Import"], app.buttons["Search vault"]]), "Vault toolbar actions were missing.") assertExists(firstExisting([app.buttons["Search vault"], app.buttons["Search"]]), "Vault search action was missing.") + assertExists(app.buttons["Vault settings"], "Vault settings action was missing.") + + openTab("Artifacts") + switchArtifactsWorkspace(to: "Create") + switchArtifactsWorkspace(to: "Research") + switchArtifactsWorkspace(to: "Library") openTab("Settings") openSettingsSection("Design") @@ -481,7 +539,7 @@ final class PinesUITests: XCTestCase { case "Chats": "pines.screen.chats" case "Models": "pines.screen.models" case "Vault": "pines.screen.vault" - case "Artifacts": "pines.screen.artifacts" + case "Artifacts": "pines.artifacts.workspace.mode" case "Settings": "pines.screen.settings" default: nil } diff --git a/PinesWatch/Views/WatchRootView.swift b/PinesWatch/Views/WatchRootView.swift index db19564..ddc78cc 100644 --- a/PinesWatch/Views/WatchRootView.swift +++ b/PinesWatch/Views/WatchRootView.swift @@ -14,6 +14,8 @@ struct WatchRootView: View { @EnvironmentObject private var model: WatchChatViewModel @State private var renameConversation: WatchConversationSummary? @State private var renameTitle = "" + @State private var conversationPendingDeletion: WatchConversationSummary? + @State private var requestPendingDiscard: PendingWatchRequest? var body: some View { NavigationStack { @@ -30,21 +32,6 @@ struct WatchRootView: View { } } - Section("Diagnostics") { - WatchDiagnosticRow(title: "Runtime", value: model.phoneStatus.runtimeReady ? "Ready" : "Open iPhone") - WatchDiagnosticRow(title: "Reachable", value: model.phoneStatus.reachable ? "Yes" : "No") - WatchDiagnosticRow(title: "Paired", value: model.phoneStatus.paired ? "Yes" : "No") - WatchDiagnosticRow(title: "Installed", value: model.phoneStatus.watchAppInstalled ? "Yes" : "No") - } - - if !model.pendingRequests.isEmpty { - Section("Pending") { - ForEach(model.pendingRequests) { request in - PendingRequestRow(request: request) - } - } - } - Section { Button { model.createConversation() @@ -81,7 +68,7 @@ struct WatchRootView: View { } Button(role: .destructive) { - model.deleteConversation(conversation.id) + conversationPendingDeletion = conversation } label: { Label("Delete", systemImage: "trash") } @@ -89,6 +76,24 @@ struct WatchRootView: View { } } } + + if !model.pendingRequests.isEmpty { + Section("Pending") { + ForEach(model.pendingRequests) { request in + PendingRequestRow(request: request) { + requestPendingDiscard = request + } + } + } + } + + Section { + NavigationLink { + WatchDiagnosticsView() + } label: { + Label("Connection details", systemImage: "iphone.and.arrow.forward") + } + } } .navigationTitle("Pines") .toolbar { @@ -117,10 +122,56 @@ struct WatchRootView: View { } ) } + .confirmationDialog( + "Delete this chat?", + isPresented: Binding( + get: { conversationPendingDeletion != nil }, + set: { if !$0 { conversationPendingDeletion = nil } } + ) + ) { + Button("Delete chat", role: .destructive) { + guard let conversation = conversationPendingDeletion else { return } + conversationPendingDeletion = nil + model.deleteConversation(conversation.id) + } + Button("Cancel", role: .cancel) { conversationPendingDeletion = nil } + } message: { + Text("The conversation and its messages will be permanently deleted from Pines.") + } + .confirmationDialog( + "Discard queued request?", + isPresented: Binding( + get: { requestPendingDiscard != nil }, + set: { if !$0 { requestPendingDiscard = nil } } + ) + ) { + Button("Discard request", role: .destructive) { + guard let request = requestPendingDiscard else { return } + requestPendingDiscard = nil + model.discardPendingRequest(request) + } + Button("Keep queued", role: .cancel) { requestPendingDiscard = nil } + } message: { + Text("The queued action will not be sent to the iPhone.") + } } } } +private struct WatchDiagnosticsView: View { + @EnvironmentObject private var model: WatchChatViewModel + + var body: some View { + List { + WatchDiagnosticRow(title: "Runtime", value: model.phoneStatus.runtimeReady ? "Ready" : "Open iPhone") + WatchDiagnosticRow(title: "Reachable", value: model.phoneStatus.reachable ? "Yes" : "No") + WatchDiagnosticRow(title: "Paired", value: model.phoneStatus.paired ? "Yes" : "No") + WatchDiagnosticRow(title: "Installed", value: model.phoneStatus.watchAppInstalled ? "Yes" : "No") + } + .navigationTitle("Connection") + } +} + private struct WatchDiagnosticRow: View { let title: String let value: String @@ -140,6 +191,7 @@ private struct WatchDiagnosticRow: View { private struct PendingRequestRow: View { @EnvironmentObject private var model: WatchChatViewModel let request: PendingWatchRequest + let onDiscard: () -> Void var body: some View { VStack(alignment: .leading, spacing: 6) { @@ -159,9 +211,7 @@ private struct PendingRequestRow: View { } .accessibilityLabel("Retry") - Button(role: .destructive) { - model.discardPendingRequest(request) - } label: { + Button(role: .destructive, action: onDiscard) { Image(systemName: "xmark") } .accessibilityLabel("Discard") From aaeb9cc21abbb85b4ffcc0783e3358f911ab7718 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 13 Jul 2026 01:46:08 +0200 Subject: [PATCH 77/80] Add OpenRouter route and cost receipts Finalize provider metadata after terminal accounting chunks so streamed usage and routing details are not lost. Persist a bounded privacy-minimized OpenRouter receipt, expose it through progressive chat disclosure, and reconcile provider status documentation. --- DEV_README.md | 1 + Pines.xcodeproj/project.pbxproj | 4 + Pines/Cloud/BYOKCloudInferenceProvider.swift | 3 +- .../Chats/ChatOpenRouterReceiptView.swift | 191 ++++++++++++ Pines/Views/Chats/ChatsView.swift | 3 + README.md | 2 +- .../Cloud/CloudProviderStreamParser.swift | 272 +++++++++++++++++- .../Cloud/OpenRouterRunProvenance.swift | 115 ++++++++ Tests/PinesCoreTests/CoreContractTests.swift | 80 ++++++ docs/STATUS.md | 6 +- docs/cloud-providers/README.md | 3 +- docs/cloud-providers/openrouter-roadmap.md | 26 +- docs/cloud-providers/openrouter.md | 33 ++- 13 files changed, 705 insertions(+), 34 deletions(-) create mode 100644 Pines/Views/Chats/ChatOpenRouterReceiptView.swift create mode 100644 Sources/PinesCore/Cloud/OpenRouterRunProvenance.swift diff --git a/DEV_README.md b/DEV_README.md index 64be676..07210c7 100644 --- a/DEV_README.md +++ b/DEV_README.md @@ -358,6 +358,7 @@ When adding or changing a provider: - Keep cloud route selection explicit through `ExecutionRouter`. - Preserve provider identity and Keychain account when editing display names or endpoints; blank replacement credentials must retain the existing secret. - Keep OpenRouter routing policy typed and normalized. Schema/tool-critical requests must set `require_parameters`, and privacy restrictions must never be silently relaxed. +- Finalize streamed provider metadata only after the terminal accounting chunk. Persist only the OpenRouter receipt allowlist (route/provider/model/status, usage, and cost), never arbitrary router pipeline/plugin payloads. ## Vault And Retrieval diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 678131c..4b16f90 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -101,6 +101,7 @@ B7A642333FC08377576C9C3F /* PinesUITests.swift in Sources */ = {isa = PBXBuildFile; fileRef = AA70907A54EAB3A9DE13642D /* PinesUITests.swift */; }; B925E264EAB46D0C3EB6B307 /* PinesHubXetSupport in Frameworks */ = {isa = PBXBuildFile; productRef = F5BE958969B414C35418437A /* PinesHubXetSupport */; }; BAF84E40F21C59F00422283F /* MLXNN in Frameworks */ = {isa = PBXBuildFile; productRef = 97ADD97B0749021A162048FE /* MLXNN */; }; + BB770B473FA6D4FB3E97FF14 /* ChatOpenRouterReceiptView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 9BDA783D05156233EA9620B1 /* ChatOpenRouterReceiptView.swift */; }; BDB1CA0CE1D6AA812EC96D4F /* ArtifactsModels.swift in Sources */ = {isa = PBXBuildFile; fileRef = AE7FFC4A75A71DA8C323BB59 /* ArtifactsModels.swift */; }; C01E6498FFFBC564A01F56AB /* Assets.xcassets in Resources */ = {isa = PBXBuildFile; fileRef = 3777534B3E27910D84F4EA38 /* Assets.xcassets */; }; C05BF46FDF47D9D3C4831915 /* PinesApp.swift in Sources */ = {isa = PBXBuildFile; fileRef = 82DE8010D019802F630AAF0B /* PinesApp.swift */; }; @@ -258,6 +259,7 @@ 989263AE706043656C31B580 /* CoreSurfaceTests.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = CoreSurfaceTests.swift; sourceTree = ""; }; 99ABB45AA2309B6667A25016 /* PinesAppModel+OpenAIProviderStorage.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "PinesAppModel+OpenAIProviderStorage.swift"; sourceTree = ""; }; 9B417F2B5DA63F1EDAE01442 /* PinesAppModel.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesAppModel.swift; sourceTree = ""; }; + 9BDA783D05156233EA9620B1 /* ChatOpenRouterReceiptView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ChatOpenRouterReceiptView.swift; sourceTree = ""; }; 9C6FF18172BCCD1C796B34F4 /* ArtifactsWorkspaceView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ArtifactsWorkspaceView.swift; sourceTree = ""; }; 9CB6251B36A1F706D8884A9E /* ModelDownloadSupport.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = ModelDownloadSupport.swift; sourceTree = ""; }; A13BF92952B097508CCADE95 /* PinesAppModel+DeepResearch.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = "PinesAppModel+DeepResearch.swift"; sourceTree = ""; }; @@ -495,6 +497,7 @@ isa = PBXGroup; children = ( 3A1D839DB999966A154DC8E7 /* ChatComposerBar.swift */, + 9BDA783D05156233EA9620B1 /* ChatOpenRouterReceiptView.swift */, 68F090D0FF64498C5E03C0CA /* ChatsView.swift */, 8BD9A00CA54B90E791E77F56 /* MarkdownMessageView.swift */, ); @@ -897,6 +900,7 @@ 686B47B0D035141554B0F573 /* BoundedHTTPResponse.swift in Sources */, EF4BB673BC780064BBF0DDD5 /* BraveSearchTool.swift in Sources */, 0D13A988324EF08D8E6AF29F /* ChatComposerBar.swift in Sources */, + BB770B473FA6D4FB3E97FF14 /* ChatOpenRouterReceiptView.swift in Sources */, 39CF2E229241A26056922251 /* ChatsView.swift in Sources */, A98FB291F3056FD1DF91BEF1 /* CloudKitRecordCipher.swift in Sources */, 667DB9AFA3DAD1AAD581754E /* CloudKitSyncService.swift in Sources */, diff --git a/Pines/Cloud/BYOKCloudInferenceProvider.swift b/Pines/Cloud/BYOKCloudInferenceProvider.swift index 07d331b..256f0dd 100644 --- a/Pines/Cloud/BYOKCloudInferenceProvider.swift +++ b/Pines/Cloud/BYOKCloudInferenceProvider.swift @@ -89,7 +89,8 @@ struct BYOKCloudInferenceProvider: InferenceProvider { if let event = sseDecoder.finish() { handleSSEEvent(event, format: streamingFormat, parser: &streamParser, pendingFinish: &pendingFinish, continuation: continuation) } - continuation.yield(.finish(pendingFinish ?? streamParser.fallbackFinish( + continuation.yield(.finish(streamParser.finalizedFinish( + pendingFinish, format: streamingFormat, providerKind: configuration.kind, modelID: request.modelID, diff --git a/Pines/Views/Chats/ChatOpenRouterReceiptView.swift b/Pines/Views/Chats/ChatOpenRouterReceiptView.swift new file mode 100644 index 0000000..ec8c8b4 --- /dev/null +++ b/Pines/Views/Chats/ChatOpenRouterReceiptView.swift @@ -0,0 +1,191 @@ +import PinesCore +import SwiftUI + +struct ChatOpenRouterReceiptView: View { + @Environment(\.pinesTheme) private var theme + @State private var isExpanded = false + let provenance: OpenRouterRunProvenance + + var body: some View { + DisclosureGroup(isExpanded: $isExpanded) { + VStack(alignment: .leading, spacing: theme.spacing.xsmall) { + if let route = routeDetail { + receiptRow("Route", value: route) + } + if let attempts = attemptDetail { + receiptRow("Attempts", value: attempts) + } + if let model = provenance.model { + receiptRow("Model", value: model) + } + if let usage = usageDetail { + receiptRow("Usage", value: usage) + } + if let cost = costDetail { + receiptRow("Cost", value: cost) + } + if let execution = executionDetail { + receiptRow("Execution", value: execution) + } + if let routeSummary = provenance.routeSummary { + receiptRow("Router", value: routeSummary) + } + if let generationID = provenance.generationID { + receiptRow("Generation", value: generationID, monospaced: true) + } + } + .padding(.top, theme.spacing.small) + } label: { + HStack(spacing: theme.spacing.xsmall) { + Image(systemName: "point.3.connected.trianglepath.dotted") + .font(theme.typography.caption.weight(.semibold)) + .foregroundStyle(theme.colors.info) + .frame(width: 16, height: 16) + + VStack(alignment: .leading, spacing: 1) { + Text("OpenRouter receipt") + .font(theme.typography.caption.weight(.semibold)) + .foregroundStyle(theme.colors.primaryText) + + if let summary = collapsedSummary { + Text(summary) + .font(theme.typography.caption) + .foregroundStyle(theme.colors.secondaryText) + .lineLimit(1) + } + } + } + } + .tint(theme.colors.accent) + .padding(.vertical, theme.spacing.xsmall) + .padding(.horizontal, theme.spacing.small) + .background(theme.colors.controlFill, in: RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous)) + .overlay { + RoundedRectangle(cornerRadius: theme.radius.control, style: .continuous) + .strokeBorder(theme.colors.separator, lineWidth: theme.stroke.hairline) + } + .accessibilityIdentifier("pines.chat.openrouter-receipt") + .accessibilityLabel(accessibilitySummary) + } + + private var collapsedSummary: String? { + [ + provenance.selectedProvider, + provenance.costCredits.map { "\(Self.formattedCredits($0)) credits" }, + provenance.totalTokens.map { "\($0) tokens" }, + ] + .compactMap { $0 } + .joined(separator: " - ") + .nilIfEmpty + } + + private var routeDetail: String? { + var components = [String]() + if let provider = provenance.selectedProvider { + components.append(provider) + } + if let strategy = provenance.strategy { + components.append(strategy.replacingOccurrences(of: "_", with: " ")) + } + if let attempts = provenance.effectiveAttemptCount { + components.append(attempts == 1 ? "1 attempt" : "\(attempts) attempts") + } + return components.joined(separator: " - ").nilIfEmpty + } + + private var usageDetail: String? { + var components = [String]() + if let promptTokens = provenance.promptTokens { + components.append("\(promptTokens) input") + } + if let completionTokens = provenance.completionTokens { + components.append("\(completionTokens) output") + } + if let totalTokens = provenance.totalTokens { + components.append("\(totalTokens) total") + } + return components.joined(separator: " - ").nilIfEmpty + } + + private var attemptDetail: String? { + guard !provenance.routeAttempts.isEmpty else { return nil } + return provenance.routeAttempts.map { attempt in + var label = attempt.provider ?? attempt.model ?? "Provider" + if let status = attempt.status { + label += " (\(status))" + } + return label + } + .joined(separator: " -> ") + .nilIfEmpty + } + + private var costDetail: String? { + guard let cost = provenance.costCredits else { return nil } + var detail = "\(Self.formattedCredits(cost)) credits" + if let upstreamCost = provenance.upstreamInferenceCost { + detail += " - \(Self.formattedCredits(upstreamCost)) upstream" + } + if let isBYOK = provenance.isBYOK { + detail += isBYOK ? " - BYOK" : " - OpenRouter credits" + } + return detail + } + + private var executionDetail: String? { + var components = [String]() + if let region = provenance.region { + components.append(region.uppercased()) + } + if let serviceTier = provenance.serviceTier { + components.append(serviceTier.replacingOccurrences(of: "_", with: " ")) + } + if let nativeFinishReason = provenance.nativeFinishReason { + components.append("finished \(nativeFinishReason.replacingOccurrences(of: "_", with: " "))") + } + return components.joined(separator: " - ").nilIfEmpty + } + + private var accessibilitySummary: String { + ["OpenRouter run receipt", collapsedSummary, routeDetail] + .compactMap { $0 } + .joined(separator: ", ") + } + + @ViewBuilder + private func receiptRow(_ label: String, value: String, monospaced: Bool = false) -> some View { + HStack(alignment: .firstTextBaseline, spacing: theme.spacing.small) { + Text(label) + .font(theme.typography.caption.weight(.semibold)) + .foregroundStyle(theme.colors.secondaryText) + .frame(width: 68, alignment: .leading) + + Text(value) + .font(monospaced ? theme.typography.caption.monospaced() : theme.typography.caption) + .foregroundStyle(theme.colors.primaryText) + .textSelection(.enabled) + .frame(maxWidth: .infinity, alignment: .leading) + } + } + + private static func formattedCredits(_ value: Double) -> String { + let fractionDigits: Int + switch value { + case 1...: + fractionDigits = 4 + case 0.01...: + fractionDigits = 6 + default: + fractionDigits = 8 + } + let formatted = String(format: "%.*f", fractionDigits, value) + return formatted + .replacingOccurrences(of: #"\.?0+$"#, with: "", options: .regularExpression) + } +} + +private extension String { + var nilIfEmpty: String? { + isEmpty ? nil : self + } +} diff --git a/Pines/Views/Chats/ChatsView.swift b/Pines/Views/Chats/ChatsView.swift index 261a2c6..97d3fd8 100644 --- a/Pines/Views/Chats/ChatsView.swift +++ b/Pines/Views/Chats/ChatsView.swift @@ -1206,6 +1206,9 @@ private struct ChatBubble: View { if !hostedToolEntries.isEmpty { ChatHostedToolTimeline(entries: hostedToolEntries) } + if let provenance = OpenRouterRunProvenance(metadata: message.providerMetadata) { + ChatOpenRouterReceiptView(provenance: provenance) + } let agentActivities = PinesAppModel.agentActivities(from: message.providerMetadata) if !agentActivities.isEmpty { diff --git a/README.md b/README.md index 81008c7..2bbd899 100644 --- a/README.md +++ b/README.md @@ -39,7 +39,7 @@ Pines treats the major cloud providers as specialists with visible capabilities, OpenAI uses official Responses features for reasoning controls, native web search, attachments, and state when those paths are needed, and Pines tracks OpenAI files, vector stores, batches, Deep Research, realtime/session records, and generated artifacts as provider resources. Anthropic brings Claude Messages, prompt caching, thinking controls, citations, hosted files, web search/fetch, batches, token counting, and provider-hosted tool provenance. Gemini brings Generate Content, Interactions, Google Search grounding, URL context metadata, Files API media flows, context caches, Live session records, Deep Research, generated media records, batches, and token counting. -OpenRouter is treated as a routing platform rather than a generic text endpoint: its settings can constrain upstream provider order or allow/deny lists, fallbacks, parameter support, data collection, and zero-data-retention eligibility. Structured requests carry the schema and require a route that supports it; route and cost provenance remain an active hardening area. +OpenRouter is treated as a routing platform rather than a generic text endpoint: its settings can constrain upstream provider order or allow/deny lists, fallbacks, parameter support, data collection, and zero-data-retention eligibility. Structured requests carry the schema and require a route that supports it. Completed chats retain the receipt fields OpenRouter returns—upstream provider/model, fallback attempts, token usage, BYOK state, and reported cost—in a privacy-minimized disclosure in the transcript. Provider-hosted files, vector stores, caches, batches, research runs, live sessions, generated artifacts, citations, and hosted tool calls are shown as provider resources. They are not confused with your local Vault, and they carry the same local-first rule: use cloud when you choose it, show what left the device, and keep deletion/import paths explicit. diff --git a/Sources/PinesCore/Cloud/CloudProviderStreamParser.swift b/Sources/PinesCore/Cloud/CloudProviderStreamParser.swift index d29e8fa..177804f 100644 --- a/Sources/PinesCore/Cloud/CloudProviderStreamParser.swift +++ b/Sources/PinesCore/Cloud/CloudProviderStreamParser.swift @@ -19,6 +19,28 @@ public enum CloudProviderMetadataKeys { public static let openAIHostedToolCallsJSON = "openai.hosted_tool_calls_json" public static let openAIFileSearchResultsJSON = "openai.file_search.results_json" public static let openAIArtifactsJSON = "openai.artifacts_json" + public static let openRouterGenerationID = "openrouter.generation_id" + public static let openRouterProvider = "openrouter.provider" + public static let openRouterRequestedModel = "openrouter.requested_model" + public static let openRouterResolvedModel = "openrouter.resolved_model" + public static let openRouterNativeFinishReason = "openrouter.native_finish_reason" + public static let openRouterServiceTier = "openrouter.service_tier" + public static let openRouterStrategy = "openrouter.strategy" + public static let openRouterRegion = "openrouter.region" + public static let openRouterSummary = "openrouter.summary" + public static let openRouterAttempt = "openrouter.attempt" + public static let openRouterAttemptCount = "openrouter.attempt_count" + public static let openRouterIsBYOK = "openrouter.is_byok" + public static let openRouterSelectedProvider = "openrouter.selected_provider" + public static let openRouterSelectedModel = "openrouter.selected_model" + public static let openRouterMetadataJSON = "openrouter.metadata_json" + public static let openRouterAttemptsJSON = "openrouter.attempts_json" + public static let openRouterUsageJSON = "openrouter.usage_json" + public static let openRouterPromptTokens = "openrouter.usage.prompt_tokens" + public static let openRouterCompletionTokens = "openrouter.usage.completion_tokens" + public static let openRouterTotalTokens = "openrouter.usage.total_tokens" + public static let openRouterCostCredits = "openrouter.usage.cost_credits" + public static let openRouterUpstreamInferenceCost = "openrouter.usage.upstream_inference_cost" public static let webSearchCitationsJSON = "pines.web_search.citations_json" public static let webSearchQueriesJSON = "pines.web_search.queries_json" public static let webSearchSuggestionsHTML = "pines.web_search.suggestions_html" @@ -89,8 +111,36 @@ public struct CloudProviderStreamParser { case .geminiInteractions: return extractGeminiInteractionEvents(json) case .chatCompletions: - return extractChatCompletionEvents(json) + return extractChatCompletionEvents(json, providerKind: providerKind) + } + } + + public func finalizedFinish( + _ pendingFinish: InferenceFinish?, + format: CloudProviderStreamFormat, + providerKind: CloudProviderKind, + modelID: ModelID, + usesOfficialOpenAIReasoningChat: Bool + ) -> InferenceFinish { + var finish = pendingFinish ?? fallbackFinish( + format: format, + providerKind: providerKind, + modelID: modelID, + usesOfficialOpenAIReasoningChat: usesOfficialOpenAIReasoningChat + ) + let latestMetadata: [String: String] + switch format { + case .chatCompletions, .openAIResponses: + latestMetadata = state.openAIProviderMetadata + case .anthropicMessages: + latestMetadata = state.anthropicProviderMetadata + case .geminiGenerateContent: + latestMetadata = state.geminiProviderMetadata + case .geminiInteractions: + latestMetadata = state.geminiInteractionProviderMetadata } + finish.providerMetadata.merge(latestMetadata) { _, latest in latest } + return finish } public func fallbackFinish(format: CloudProviderStreamFormat, providerKind: CloudProviderKind, modelID: ModelID, usesOfficialOpenAIReasoningChat: Bool) -> InferenceFinish { @@ -396,10 +446,16 @@ public struct CloudProviderStreamParser { return CloudProviderStreamParseOutput(events: events, finish: finish) } - private mutating func extractChatCompletionEvents(_ json: [String: Any]) -> CloudProviderStreamParseOutput { + private mutating func extractChatCompletionEvents( + _ json: [String: Any], + providerKind: CloudProviderKind + ) -> CloudProviderStreamParseOutput { var events = [InferenceStreamEvent]() var finish: InferenceFinish? state.recordOpenAIChatCompletionChunk(json) + if providerKind == .openRouter { + state.recordOpenRouterChatCompletionChunk(json) + } if let usage = json["usage"] as? [String: Any], let metrics = Self.openAIChatCompletionMetrics(from: usage) { @@ -1817,6 +1873,218 @@ public struct CloudProviderStreamState { } } + public mutating func recordOpenRouterChatCompletionChunk(_ chunk: [String: Any]) { + if let generationID = Self.nonEmptyString(chunk["id"]) { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterGenerationID] = generationID + } + if let provider = Self.nonEmptyString(chunk["provider"]) { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterProvider] = provider + } + if let model = Self.nonEmptyString(chunk["model"]) { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterResolvedModel] = model + } + if let serviceTier = Self.nonEmptyString(chunk["service_tier"]) { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterServiceTier] = serviceTier + } + if let choice = (chunk["choices"] as? [[String: Any]])?.first, + let nativeFinishReason = Self.nonEmptyString(choice["native_finish_reason"]) { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterNativeFinishReason] = nativeFinishReason + } + + if let usage = chunk["usage"] as? [String: Any] { + Self.recordJSON( + Self.privacyMinimizedOpenRouterUsage(usage), + key: CloudProviderMetadataKeys.openRouterUsageJSON, + into: &openAIProviderMetadata + ) + Self.recordInteger(usage["prompt_tokens"], key: CloudProviderMetadataKeys.openRouterPromptTokens, into: &openAIProviderMetadata) + Self.recordInteger(usage["completion_tokens"], key: CloudProviderMetadataKeys.openRouterCompletionTokens, into: &openAIProviderMetadata) + Self.recordInteger(usage["total_tokens"], key: CloudProviderMetadataKeys.openRouterTotalTokens, into: &openAIProviderMetadata) + Self.recordNumber(usage["cost"], key: CloudProviderMetadataKeys.openRouterCostCredits, into: &openAIProviderMetadata) + if let costDetails = usage["cost_details"] as? [String: Any] { + Self.recordNumber( + costDetails["upstream_inference_cost"], + key: CloudProviderMetadataKeys.openRouterUpstreamInferenceCost, + into: &openAIProviderMetadata + ) + } + if let isBYOK = usage["is_byok"] as? Bool { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterIsBYOK] = String(isBYOK) + } + } + + guard let routerMetadata = chunk["openrouter_metadata"] as? [String: Any] else { return } + Self.recordJSON( + Self.privacyMinimizedOpenRouterMetadata(routerMetadata), + key: CloudProviderMetadataKeys.openRouterMetadataJSON, + into: &openAIProviderMetadata + ) + if let requestedModel = Self.nonEmptyString(routerMetadata["requested"]) { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterRequestedModel] = requestedModel + } + if let strategy = Self.nonEmptyString(routerMetadata["strategy"]) { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterStrategy] = strategy + } + if let region = Self.nonEmptyString(routerMetadata["region"]) { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterRegion] = region + } + if let summary = Self.nonEmptyString(routerMetadata["summary"]) { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterSummary] = summary + } + Self.recordInteger(routerMetadata["attempt"], key: CloudProviderMetadataKeys.openRouterAttempt, into: &openAIProviderMetadata) + if let isBYOK = routerMetadata["is_byok"] as? Bool { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterIsBYOK] = String(isBYOK) + } + if let attempts = routerMetadata["attempts"] as? [[String: Any]] { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterAttemptCount] = String(attempts.count) + let safeAttempts = attempts.compactMap(Self.privacyMinimizedOpenRouterAttempt) + if !safeAttempts.isEmpty { + Self.recordJSON( + safeAttempts, + key: CloudProviderMetadataKeys.openRouterAttemptsJSON, + into: &openAIProviderMetadata + ) + } + } + if let endpoints = routerMetadata["endpoints"] as? [String: Any], + let available = endpoints["available"] as? [[String: Any]], + let selected = available.first(where: { $0["selected"] as? Bool == true }) { + if let provider = Self.nonEmptyString(selected["provider"]) { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterSelectedProvider] = provider + } + if let model = Self.nonEmptyString(selected["model"]) { + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterSelectedModel] = model + } + } + } + + private static func nonEmptyString(_ value: Any?) -> String? { + guard let value = value as? String else { return nil } + let trimmed = value.trimmingCharacters(in: .whitespacesAndNewlines) + return trimmed.isEmpty ? nil : String(trimmed.prefix(512)) + } + + private static func recordInteger(_ value: Any?, key: String, into metadata: inout [String: String]) { + guard let number = value as? NSNumber else { return } + metadata[key] = String(number.intValue) + } + + private static func recordNumber(_ value: Any?, key: String, into metadata: inout [String: String]) { + guard let number = value as? NSNumber, number.doubleValue.isFinite, number.doubleValue >= 0 else { return } + metadata[key] = number.stringValue + } + + private static func recordJSON(_ value: Any, key: String, into metadata: inout [String: String]) { + guard let json = CloudProviderStreamParser.jsonString(from: value) else { return } + metadata[key] = json + } + + private static func privacyMinimizedOpenRouterMetadata(_ metadata: [String: Any]) -> [String: Any] { + var safe = [String: Any]() + for key in ["requested", "strategy", "region", "summary"] { + if let value = nonEmptyString(metadata[key]) { + safe[key] = value + } + } + if let attempt = metadata["attempt"] as? NSNumber { + safe["attempt"] = attempt + } + if let isBYOK = metadata["is_byok"] as? Bool { + safe["is_byok"] = isBYOK + } + if let endpoints = metadata["endpoints"] as? [String: Any], + let available = endpoints["available"] as? [[String: Any]] { + var safeEndpoints: [String: Any] = [ + "available": available.prefix(32).map { endpoint in + var safeEndpoint = [String: Any]() + for key in ["provider", "model"] { + if let value = nonEmptyString(endpoint[key]) { + safeEndpoint[key] = value + } + } + if let selected = endpoint["selected"] as? Bool { + safeEndpoint["selected"] = selected + } + return safeEndpoint + } + ] + if let total = endpoints["total"] as? NSNumber { + safeEndpoints["total"] = total + } + safe["endpoints"] = safeEndpoints + } + if let attempts = metadata["attempts"] as? [[String: Any]] { + safe["attempts"] = attempts.prefix(32).compactMap(privacyMinimizedOpenRouterAttempt) + } + return safe + } + + private static func privacyMinimizedOpenRouterAttempt(_ attempt: [String: Any]) -> [String: Any]? { + var safe = [String: Any]() + for key in ["provider", "model"] { + if let value = nonEmptyString(attempt[key]) { + safe[key] = value + } + } + if let status = attempt["status"] as? NSNumber { + safe["status"] = status + } + return safe.isEmpty ? nil : safe + } + + private static func privacyMinimizedOpenRouterUsage(_ usage: [String: Any]) -> [String: Any] { + var safe = [String: Any]() + for key in ["prompt_tokens", "completion_tokens", "total_tokens", "cost"] { + if let value = usage[key] as? NSNumber { + safe[key] = value + } + } + if let isBYOK = usage["is_byok"] as? Bool { + safe["is_byok"] = isBYOK + } + Self.copyNumericFields( + ["cached_tokens", "cache_write_tokens", "audio_tokens", "video_tokens"], + from: usage["prompt_tokens_details"], + to: "prompt_tokens_details", + in: &safe + ) + Self.copyNumericFields( + ["reasoning_tokens", "audio_tokens", "image_tokens"], + from: usage["completion_tokens_details"], + to: "completion_tokens_details", + in: &safe + ) + Self.copyNumericFields( + ["upstream_inference_cost", "upstream_inference_prompt_cost", "upstream_inference_completions_cost"], + from: usage["cost_details"], + to: "cost_details", + in: &safe + ) + Self.copyNumericFields( + ["web_search_requests"], + from: usage["server_tool_use"], + to: "server_tool_use", + in: &safe + ) + return safe + } + + private static func copyNumericFields( + _ keys: [String], + from value: Any?, + to destinationKey: String, + in destination: inout [String: Any] + ) { + guard let source = value as? [String: Any] else { return } + var safe = [String: Any]() + for key in keys where source[key] is NSNumber { + safe[key] = source[key] + } + if !safe.isEmpty { + destination[destinationKey] = safe + } + } + public mutating func recordOpenAIResponseEvent(_ event: [String: Any], eventType: String) { if let item = event["item"] as? [String: Any] { recordOpenAIHostedToolCalls([Self.openAIHostedToolCallSummary(from: item)].compactMap { $0 }) diff --git a/Sources/PinesCore/Cloud/OpenRouterRunProvenance.swift b/Sources/PinesCore/Cloud/OpenRouterRunProvenance.swift new file mode 100644 index 0000000..fb34ecc --- /dev/null +++ b/Sources/PinesCore/Cloud/OpenRouterRunProvenance.swift @@ -0,0 +1,115 @@ +import Foundation + +public struct OpenRouterRunProvenance: Hashable, Sendable { + public struct RouteAttempt: Hashable, Codable, Sendable { + public var provider: String? + public var model: String? + public var status: Int? + + public init(provider: String? = nil, model: String? = nil, status: Int? = nil) { + self.provider = provider + self.model = model + self.status = status + } + } + + public var generationID: String? + public var requestedModel: String? + public var resolvedModel: String? + public var selectedProvider: String? + public var selectedModel: String? + public var strategy: String? + public var region: String? + public var routeSummary: String? + public var attempt: Int? + public var attemptCount: Int? + public var isBYOK: Bool? + public var promptTokens: Int? + public var completionTokens: Int? + public var totalTokens: Int? + public var costCredits: Double? + public var upstreamInferenceCost: Double? + public var nativeFinishReason: String? + public var serviceTier: String? + public var routeAttempts: [RouteAttempt] + + public init?(metadata: [String: String]) { + guard metadata[CloudProviderMetadataKeys.openRouterGenerationID] != nil + || metadata[CloudProviderMetadataKeys.openRouterMetadataJSON] != nil + || metadata[CloudProviderMetadataKeys.openRouterUsageJSON] != nil + else { return nil } + generationID = Self.clean(metadata[CloudProviderMetadataKeys.openRouterGenerationID]) + requestedModel = Self.clean(metadata[CloudProviderMetadataKeys.openRouterRequestedModel]) + resolvedModel = Self.clean(metadata[CloudProviderMetadataKeys.openRouterResolvedModel]) + ?? Self.clean(metadata[CloudProviderMetadataKeys.openAIModel]) + selectedProvider = Self.clean(metadata[CloudProviderMetadataKeys.openRouterSelectedProvider]) + ?? Self.clean(metadata[CloudProviderMetadataKeys.openRouterProvider]) + selectedModel = Self.clean(metadata[CloudProviderMetadataKeys.openRouterSelectedModel]) + strategy = Self.clean(metadata[CloudProviderMetadataKeys.openRouterStrategy]) + region = Self.clean(metadata[CloudProviderMetadataKeys.openRouterRegion]) + routeSummary = Self.clean(metadata[CloudProviderMetadataKeys.openRouterSummary]) + attempt = Self.nonnegativeInt(metadata[CloudProviderMetadataKeys.openRouterAttempt]) + attemptCount = Self.nonnegativeInt(metadata[CloudProviderMetadataKeys.openRouterAttemptCount]) + isBYOK = Self.bool(metadata[CloudProviderMetadataKeys.openRouterIsBYOK]) + promptTokens = Self.nonnegativeInt(metadata[CloudProviderMetadataKeys.openRouterPromptTokens]) + completionTokens = Self.nonnegativeInt(metadata[CloudProviderMetadataKeys.openRouterCompletionTokens]) + totalTokens = Self.nonnegativeInt(metadata[CloudProviderMetadataKeys.openRouterTotalTokens]) + costCredits = Self.nonnegativeDouble(metadata[CloudProviderMetadataKeys.openRouterCostCredits]) + upstreamInferenceCost = Self.nonnegativeDouble( + metadata[CloudProviderMetadataKeys.openRouterUpstreamInferenceCost] + ) + nativeFinishReason = Self.clean(metadata[CloudProviderMetadataKeys.openRouterNativeFinishReason]) + serviceTier = Self.clean(metadata[CloudProviderMetadataKeys.openRouterServiceTier]) + routeAttempts = Self.routeAttempts(metadata[CloudProviderMetadataKeys.openRouterAttemptsJSON]) + + guard generationID != nil + || requestedModel != nil + || resolvedModel != nil + || selectedProvider != nil + || costCredits != nil + || totalTokens != nil + else { return nil } + } + + public var model: String? { + selectedModel ?? resolvedModel ?? requestedModel + } + + public var effectiveAttemptCount: Int? { + if let attemptCount, attemptCount > 0 { return attemptCount } + return attempt + } + + private static func clean(_ value: String?) -> String? { + guard let value else { return nil } + let trimmed = value.trimmingCharacters(in: .whitespacesAndNewlines) + return trimmed.isEmpty ? nil : trimmed + } + + private static func nonnegativeInt(_ value: String?) -> Int? { + guard let value, let number = Int(value), number >= 0 else { return nil } + return number + } + + private static func nonnegativeDouble(_ value: String?) -> Double? { + guard let value, let number = Double(value), number.isFinite, number >= 0 else { return nil } + return number + } + + private static func bool(_ value: String?) -> Bool? { + guard let value else { return nil } + switch value.lowercased() { + case "true", "1", "yes": + return true + case "false", "0", "no": + return false + default: + return nil + } + } + + private static func routeAttempts(_ value: String?) -> [RouteAttempt] { + guard let value, let data = value.data(using: .utf8) else { return [] } + return (try? JSONDecoder().decode([RouteAttempt].self, from: data)) ?? [] + } +} diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index e92ec24..793b3ac 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -1236,6 +1236,86 @@ struct CoreContractTests { #expect(finish?.providerMetadata[CloudProviderMetadataKeys.openAISystemFingerprint] == "fp_123") } + @Test + func openRouterTerminalReceiptPreservesRouteUsageAndCostAfterFinishReason() throws { + var parser = CloudProviderStreamParser() + let finishPayload = #"{"id":"gen-route-1","object":"chat.completion.chunk","model":"anthropic/claude-sonnet-4.6","provider":"Anthropic","service_tier":"priority","choices":[{"index":0,"delta":{},"finish_reason":"stop","native_finish_reason":"end_turn"}]}"# + let receiptPayload = #"{"id":"gen-route-1","object":"chat.completion.chunk","model":"anthropic/claude-sonnet-4.6","choices":[],"usage":{"prompt_tokens":120,"completion_tokens":30,"total_tokens":150,"cost":0.00125,"is_byok":false,"cost_details":{"upstream_inference_cost":0.001},"future_usage":{"sensitive":"excluded"}},"openrouter_metadata":{"requested":"openrouter/auto","strategy":"fallback","region":"iad","summary":"available=2, selected=Anthropic","attempt":2,"is_byok":false,"endpoints":{"total":2,"available":[{"provider":"OpenAI","model":"openai/gpt-4.1","selected":false},{"provider":"Anthropic","model":"anthropic/claude-sonnet-4.6","selected":true}]},"attempts":[{"provider":"OpenAI","model":"openai/gpt-4.1","status":503},{"provider":"Anthropic","model":"anthropic/claude-sonnet-4.6","status":200}],"future_addition":{"accepted":true}}}"# + + let finishOutput = parser.parse( + data: Data(finishPayload.utf8), + format: .chatCompletions, + providerKind: .openRouter + ) + let receiptOutput = parser.parse( + data: Data(receiptPayload.utf8), + format: .chatCompletions, + providerKind: .openRouter + ) + let finish = parser.finalizedFinish( + finishOutput.finish, + format: .chatCompletions, + providerKind: .openRouter, + modelID: "openrouter/auto", + usesOfficialOpenAIReasoningChat: false + ) + + #expect(receiptOutput.finish == nil) + #expect(receiptOutput.events == [.metrics(InferenceMetrics(promptTokens: 120, completionTokens: 30))]) + #expect(finish.reason == .stop) + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterGenerationID] == "gen-route-1") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterProvider] == "Anthropic") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterSelectedProvider] == "Anthropic") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterSelectedModel] == "anthropic/claude-sonnet-4.6") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterRequestedModel] == "openrouter/auto") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterStrategy] == "fallback") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterAttempt] == "2") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterAttemptCount] == "2") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterPromptTokens] == "120") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterCompletionTokens] == "30") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterTotalTokens] == "150") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterCostCredits] == "0.00125") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterUpstreamInferenceCost] == "0.001") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterIsBYOK] == "false") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterNativeFinishReason] == "end_turn") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterServiceTier] == "priority") + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterMetadataJSON]?.contains("future_addition") == false) + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterAttemptsJSON]?.contains("Anthropic") == true) + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterUsageJSON]?.contains("cost_details") == true) + #expect(finish.providerMetadata[CloudProviderMetadataKeys.openRouterUsageJSON]?.contains("future_usage") == false) + + let provenance = try #require(OpenRouterRunProvenance(metadata: finish.providerMetadata)) + #expect(provenance.generationID == "gen-route-1") + #expect(provenance.model == "anthropic/claude-sonnet-4.6") + #expect(provenance.selectedProvider == "Anthropic") + #expect(provenance.effectiveAttemptCount == 2) + #expect(provenance.routeAttempts.count == 2) + #expect(provenance.routeAttempts.first?.provider == "OpenAI") + #expect(provenance.routeAttempts.first?.status == 503) + #expect(provenance.promptTokens == 120) + #expect(provenance.completionTokens == 30) + #expect(provenance.totalTokens == 150) + #expect(provenance.costCredits == 0.00125) + #expect(provenance.upstreamInferenceCost == 0.001) + #expect(provenance.isBYOK == false) + } + + @Test + func openAICompatibleChunksDoNotMasqueradeAsOpenRouterReceipts() { + var parser = CloudProviderStreamParser() + let payload = #"{"id":"chatcmpl-1","model":"custom/model","provider":"Example","choices":[],"usage":{"prompt_tokens":3,"completion_tokens":2,"total_tokens":5,"cost":12.5},"openrouter_metadata":{"requested":"ignored","attempt":1}}"# + + _ = parser.parse( + data: Data(payload.utf8), + format: .chatCompletions, + providerKind: .openAICompatible + ) + + #expect(parser.state.openAIProviderMetadata[CloudProviderMetadataKeys.openAIChatCompletionID] == "chatcmpl-1") + #expect(parser.state.openAIProviderMetadata[CloudProviderMetadataKeys.openRouterGenerationID] == nil) + #expect(OpenRouterRunProvenance(metadata: parser.state.openAIProviderMetadata) == nil) + } + @Test func cloudProviderModelControlsMatchAnthropicAndGeminiCapabilities() { #expect(CloudProviderModelEligibility.usesAnthropicAdaptiveThinking(modelID: "claude-opus-4-7")) diff --git a/docs/STATUS.md b/docs/STATUS.md index cc323a4..87a4e6a 100644 --- a/docs/STATUS.md +++ b/docs/STATUS.md @@ -27,12 +27,12 @@ This repository is a working foundation for `pines`, not a signed App Store dist - Exact app-level pins to the maintained `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` forks for TurboQuant and compatibility APIs. - Split MLX compatibility implementations for Llama 4 and DeepSeek V4 model families. - Hugging Face preflight and resumable model install/delete service. -- BYOK cloud streaming adapters for OpenAI-compatible, OpenRouter, Anthropic, and Gemini, including provider-specific stream metadata parsing. OpenRouter requests support persisted provider order/allow/deny/sort policy, fallback and supported-parameter enforcement, data-collection/ZDR constraints, routing-metadata opt-in, and JSON object/schema response formats. +- BYOK cloud streaming adapters for OpenAI-compatible, OpenRouter, Anthropic, and Gemini, including provider-specific stream metadata parsing. OpenRouter requests support persisted provider order/allow/deny/sort policy, fallback and supported-parameter enforcement, data-collection/ZDR constraints, routing-metadata opt-in, JSON object/schema response formats, and terminal route/usage/cost receipts. - Shared provider lifecycle records, repositories, previews, and the Artifacts workspace for provider-hosted files, artifacts, caches/vector stores, batches, model capabilities, live sessions, and research runs. - OpenAI provider lifecycle workflows for Files, vector stores, vector-store file batches, batches, Deep Research, realtime session records, generated image/video artifacts, speech, transcription, and translation artifacts. - Anthropic provider lifecycle workflows for Files, generated file download/import, prompt cache metrics, citations, thinking preservation, Message Batches, token counting, hosted tool metadata, and model capability rows. - Gemini provider lifecycle workflows for Files, context caches, token counting, Deep Research, Live sessions, generated media artifacts, batches, URL context metadata, Google Search grounding, and model capability rows. -- Chat provenance surfaces for provider citations, hosted tool timelines, provider file references, request/message IDs, cache metrics, thinking mode, and generated artifacts. +- Chat provenance surfaces for provider citations, hosted tool timelines, provider file references, request/message IDs, cache metrics, thinking mode, generated artifacts, and privacy-minimized OpenRouter route/fallback/token/cost receipts. - Built-in calculator, time/date, attachment read, vault search/read, conversation search, Brave Search BYOK, bounded public-network-only web fetch, and policy-gated WKWebView browser observe/action tools. - Vault file/PDF/image import pipeline with scoped file types, bounded source size/text extraction, OCR, chunking, and embedding invocation. - TurboQuant runtime profile defaults, requested/active backend diagnostics, Metal codec and compressed-attention availability diagnostics, compressed vault embedding storage, approximate vector search, and FP16 rerank path. @@ -62,7 +62,7 @@ This repository is a working foundation for `pines`, not a signed App Store dist ## Not Complete - Real-device TurboQuant acceptance on the A16 through A19 Pro hardware matrix, including stable multi-repeat real-model coverage and at least one imported model/device/mode evidence tuple before any `Verified` or `Certified` product claim. -- Production UX hardening for provider-hosted transfer progress/retry/cancellation, richer hosted-tool approvals, persisted CloudKit conflict resolution, detailed model compatibility messaging, and OpenRouter route/cost provenance. +- Production UX hardening for provider-hosted transfer progress/retry/cancellation, richer hosted-tool approvals, persisted CloudKit conflict resolution, detailed model compatibility messaging, and OpenRouter metadata-driven eligibility plus aggregate spend reporting. - Signed App Store archive/export, TestFlight/App Store upload automation, and final App Store Connect privacy review for the submitted binary. - The platform-aware, warning-free `mlx-swift` build-tool plugin, Apple-mobile JIT compatibility fix, and SwiftPM 6.2 manifest compatibility are pinned at `bcf93af23f11428f6f01efb0bb4b9020cd2eb383`; cold iOS device and simulator builds must remain warning-free as part of release validation. - Remaining monolith candidates are semantic rather than mechanical: `PinesAppModel` still owns high-level orchestration, `SettingsDetailView` owns the full settings editor, and `ModelsViewComponents` owns model list/detail presentation. Split these further only alongside focused feature changes. diff --git a/docs/cloud-providers/README.md b/docs/cloud-providers/README.md index 51afd11..b0f8493 100644 --- a/docs/cloud-providers/README.md +++ b/docs/cloud-providers/README.md @@ -1,6 +1,6 @@ # Cloud Provider Feature Review -Last full cross-provider review: 2026-05-19. OpenRouter implementation and documentation refreshed: 2026-07-12. +Last full cross-provider review: 2026-05-19. OpenRouter implementation and documentation refreshed: 2026-07-13. This folder tracks the current cloud-provider surface in Pines, the remaining feature gaps, and the production parity roadmaps. It is intentionally scoped to the provider kinds currently present in `CloudProviderKind`: OpenAI/OpenAI-compatible, Anthropic, Gemini, OpenRouter, and Voyage AI. @@ -19,6 +19,7 @@ Current Pines cloud surface, based on `Pines/Cloud/BYOKCloudInferenceProvider.sw - Provider-backed vault embeddings for OpenAI-compatible, Gemini, OpenRouter, Voyage AI, and custom providers. - Provider-specific reasoning controls for OpenAI, Anthropic, and Gemini where model eligibility is recognized. - Persisted OpenRouter routing/privacy controls for provider order, allow/deny lists, route sorting, fallback, supported-parameter enforcement, data collection, and zero-data-retention eligibility, plus Chat Completions structured-output mapping. +- Privacy-minimized OpenRouter receipts that persist and display the resolved provider/model, fallback attempt chain, request strategy/region, token counts, BYOK state, and reported/upstream cost after the terminal stream chunk. Provider documents: diff --git a/docs/cloud-providers/openrouter-roadmap.md b/docs/cloud-providers/openrouter-roadmap.md index 215016e..4abac05 100644 --- a/docs/cloud-providers/openrouter-roadmap.md +++ b/docs/cloud-providers/openrouter-roadmap.md @@ -1,12 +1,12 @@ # OpenRouter Production Parity Roadmap -Last verified: 2026-07-12. Companion gap analysis: [openrouter.md](openrouter.md). +Last verified: 2026-07-13. Companion gap analysis: [openrouter.md](openrouter.md). ## Current Implementation State -Pines now persists a normalized OpenRouter policy and applies it to Chat Completions requests. The shipped Settings controls cover explicit provider order, allow/deny lists, price/throughput/latency sorting, fallbacks, required-parameter enforcement, data-collection denial, and zero-data-retention eligibility. Tool and structured-output requests automatically require parameter support. JSON object/schema response formats are mapped to `response_format`, and requests opt in to OpenRouter routing metadata. +Pines now persists a normalized OpenRouter policy and applies it to Chat Completions requests. The shipped Settings controls cover explicit provider order, allow/deny lists, price/throughput/latency sorting, fallbacks, required-parameter enforcement, data-collection denial, and zero-data-retention eligibility. Tool and structured-output requests automatically require parameter support. JSON object/schema response formats are mapped to `response_format`, and requests opt in to OpenRouter routing metadata. The terminal stream chunk is finalized into a privacy-minimized chat receipt with resolved route/fallback, usage, BYOK, and cost data. -This is a meaningful Phase 1/3 foundation, not production parity. Policy is currently global rather than per-thread/per-provider; max-price and quantization controls, parsed upstream route/fallback provenance, cost accounting, metadata-driven model eligibility, server tools, reasoning controls, response healing, caching/transforms, and output media remain incomplete. +This is a meaningful Phase 1/3/7 foundation, not production parity. Policy is currently global rather than per-thread/per-provider; max-price and quantization controls, aggregate/reconciled accounting, metadata-driven model eligibility, server tools, reasoning controls, response healing, caching/transforms, and output media remain incomplete. ## Product Goal @@ -61,13 +61,14 @@ Todos: - [x] Default `require_parameters` for schema/tool-critical requests. - [x] Add persisted routing/privacy controls and direct request-construction tests. - [ ] Add max-price and quantization controls. -- [ ] Surface actual routed provider and fallback metadata in run details. +- [x] Surface actual routed provider and fallback metadata in run details. - [ ] Add per-thread and per-provider overrides. -- [ ] Add route provenance UI and live unsupported-parameter rejection coverage. +- [x] Add privacy-minimized route provenance UI. +- [ ] Add live unsupported-parameter rejection coverage. Possible hiccups: -- Actual routed-provider metadata may be incomplete or returned out of band. +- Router metadata is intentionally absent on OpenRouter cache hits and can be incomplete on early failures. - Tight routing constraints can make requests fail more often. - Privacy settings need clear wording, not acronyms only. @@ -184,15 +185,18 @@ Goal: Make OpenRouter cost transparent. Todos: -- Parse prompt/completion/reasoning/cached tokens and cost fields. -- Store upstream provider, model, route, and cost in metadata. +- [x] Parse prompt/completion/total tokens, BYOK state, reported cost, and upstream inference cost. +- [ ] Parse reasoning, cached, media, and server-tool usage details. +- [x] Store upstream provider, model, safe fallback route, and cost in metadata after the terminal stream chunk. - Add per-thread and per-provider spend summaries if product wants it. -- Add cost inspector and run detail rows for routed provider/cost metadata. +- [x] Add a progressively disclosed chat receipt for routed provider/cost metadata. +- [ ] Add aggregate cost inspection and optional generation-endpoint reconciliation. Possible hiccups: -- Cost can be returned after generation or through a separate accounting endpoint. +- Cost and router metadata arrive after the ordinary finish-reason chunk; stream finalization must preserve the terminal receipt. +- Cache hits omit router metadata, while generation accounting may require a separate authenticated lookup. Production complete when: -- Users can inspect actual OpenRouter cost and route details for every run. +- Users can inspect actual OpenRouter cost and route details whenever the provider returns them, with honest missing-data behavior for cache hits and early failures. diff --git a/docs/cloud-providers/openrouter.md b/docs/cloud-providers/openrouter.md index c08f03b..699929d 100644 --- a/docs/cloud-providers/openrouter.md +++ b/docs/cloud-providers/openrouter.md @@ -1,6 +1,6 @@ # OpenRouter Provider Status And Gaps -Last verified: 2026-07-12. +Last verified: 2026-07-13. Primary sources: @@ -14,6 +14,7 @@ Primary sources: - [Multimodal capabilities](https://openrouter.ai/docs/guides/overview/multimodal/overview) - [Reasoning tokens](https://openrouter.ai/docs/guides/best-practices/reasoning-tokens) - [Usage accounting](https://openrouter.ai/docs/cookbook/administration/usage-accounting) +- [Router metadata](https://openrouter.ai/docs/guides/features/router-metadata) - [Response healing](https://openrouter.ai/docs/guides/features/plugins/response-healing) ## What Pines Supports Today @@ -29,12 +30,15 @@ Primary sources: - OpenRouter routing-metadata opt-in through `X-OpenRouter-Metadata: enabled`. - Provider-neutral JSON object/schema requests mapped to Chat Completions `response_format`. - Automatic `require_parameters: true` for requests carrying tools or structured output, so routing cannot silently drop those required features. +- Terminal stream receipt parsing for resolved provider/model, routing strategy/region, selected endpoint, fallback attempts and statuses, native finish reason, service tier, prompt/completion/total tokens, BYOK state, reported cost, and upstream inference cost. +- A collapsed OpenRouter receipt in each eligible assistant message, with route, fallback, usage, execution, cost, and generation details available on demand. +- Privacy-minimized persistence: Pines stores allowlisted routing and usage fields while excluding arbitrary router pipeline/plugin additions from message metadata and CloudKit sync. ## High-Value Unsupported Or Partial Features ### 1. Route provenance and remaining routing controls -Pines now sends the highest-value provider routing and privacy controls, but it does not yet expose `max_price`, quantization filters, or per-thread/per-provider overrides. Requests opt in to routing metadata, but the streaming parser and run-detail UI do not yet persist and display the actual upstream provider or fallback route. +Pines sends the highest-value provider routing and privacy controls and now persists/displays the successful response's selected upstream and safe fallback-attempt chain. It does not yet expose `max_price`, quantization filters, or per-thread/per-provider overrides. OpenRouter cache hits intentionally omit router metadata, so those receipts may contain accounting and generation identity without a route snapshot. Value: @@ -43,9 +47,8 @@ Value: Implementation notes: -- Parse and persist response routing metadata and fallback information. -- Add route provenance to chat/run details. - Add `max_price`, quantization, and scoped override controls after model metadata is available. +- Keep the receipt parser permissive for additive response changes while retaining the persisted allowlist. ### 2. OpenRouter server tools @@ -90,9 +93,9 @@ Implementation notes: - Add OpenRouter-specific `reasoning` mapping separate from official OpenAI Responses `reasoning`. - Parse reasoning content and reasoning token usage when available. -### 5. Usage accounting and cost metadata +### 5. Detailed usage accounting and aggregate spend -OpenRouter returns detailed token, cached-token, reasoning-token, and cost data. Pines only parses generic token usage. +Pines parses and displays prompt/completion/total tokens, reported cost, upstream inference cost, and BYOK state per run. Cached/reasoning/media/server-tool detail, thread/provider rollups, and reconciliation through the generation accounting endpoint remain incomplete. Value: @@ -100,8 +103,8 @@ Value: Implementation notes: -- Extend `InferenceMetrics` or provider metadata to include cost and detailed token fields. -- Show per-run cost in audit/details UI. +- Add cached, reasoning, media, and server-tool usage fields as product surfaces consume them. +- Add optional thread/provider spend summaries and generation-endpoint reconciliation without turning Pines into an account-management client. ### 6. Prompt caching and sticky routing @@ -169,12 +172,12 @@ Implementation notes: ## Suggested Priority -1. Actual routed-provider/fallback provenance and usage/cost accounting. -2. Model metadata-driven eligibility and picker details. -3. Server web search tool and citations. -4. OpenRouter reasoning controls and reasoning-token parsing. -5. Response healing for eligible non-streaming structured requests. -6. Max-price/quantization and scoped routing overrides. +1. Model metadata-driven eligibility and picker details. +2. Server web search tool and citations. +3. OpenRouter reasoning controls and detailed reasoning/cache usage. +4. Response healing for eligible non-streaming structured requests. +5. Max-price/quantization and scoped routing overrides. +6. Aggregate/reconciled spend reporting. 7. Prompt caching/transforms. 8. Additional modalities and upstream BYOK routing. @@ -182,6 +185,6 @@ Implementation notes: - Decision: OpenRouter has dedicated typed routing/privacy UI rather than raw JSON or generic OpenAI-compatible behavior. - Decision: Pines requires parameter support automatically for tools and structured output. -- Open: should cost accounting and upstream route provenance share one run-detail panel? +- Decision: per-run cost accounting and upstream route provenance share one privacy-minimized, progressively disclosed chat receipt. - Open: which routing controls should be per-thread overrides rather than provider defaults? - Open: should OpenRouter server web search replace Pines-native or provider-native web search when selected? From 2de96611ea09dde5c74efa7352b3ccb2c6322209 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 13 Jul 2026 02:23:15 +0200 Subject: [PATCH 78/80] Add capability-driven OpenRouter catalog Retain bounded pricing, modality, context, and lifecycle metadata from the OpenRouter catalog. Reject known-incompatible requests before spend and expose searchable model details in the chat picker. Cover metadata compatibility and eligibility behavior, and reconcile provider status documentation. --- Pines/App/PinesAppModel+MCP.swift | 6 + Pines/App/PinesAppModel.swift | 32 ++- Pines/App/PinesAppModelTypes.swift | 2 + Pines/Cloud/BYOKCloudInferenceProvider.swift | 126 +++++++++- Pines/Views/Chats/ChatsView.swift | 231 +++++++++++++++--- PinesTests/OpenRouterRoutingTests.swift | 106 ++++++++ Sources/PinesCore/Cloud/CloudProvider.swift | 156 +++++++++++- .../CloudProviderModelMetadataTests.swift | 90 +++++++ docs/STATUS.md | 4 +- docs/cloud-providers/openrouter-roadmap.md | 15 +- docs/cloud-providers/openrouter.md | 15 +- 11 files changed, 719 insertions(+), 64 deletions(-) create mode 100644 Tests/PinesCoreTests/CloudProviderModelMetadataTests.swift diff --git a/Pines/App/PinesAppModel+MCP.swift b/Pines/App/PinesAppModel+MCP.swift index 9371875..f138c42 100644 --- a/Pines/App/PinesAppModel+MCP.swift +++ b/Pines/App/PinesAppModel+MCP.swift @@ -204,6 +204,12 @@ extension PinesAppModel { availableTools: tools, anthropicOptions: anthropicRequestOptions(for: cloudProvider.id, settings: settings, services: services) ) + if let eligibilityFailure = openRouterModelEligibilityFailure( + providerID: cloudProvider.id, + request: cloudChatRequest + ) { + throw InferenceError.unsupportedCapability(eligibilityFailure) + } let provider = BYOKCloudInferenceProvider(configuration: cloudProvider, secretStore: services.secretStore) let result = try await runMCPSampling( cloudChatRequest, diff --git a/Pines/App/PinesAppModel.swift b/Pines/App/PinesAppModel.swift index 9949d14..6bf77ab 100644 --- a/Pines/App/PinesAppModel.swift +++ b/Pines/App/PinesAppModel.swift @@ -2992,6 +2992,12 @@ final class PinesAppModel: ObservableObject { anthropicOptions: anthropicRequestOptions(for: selectedProviderID, settings: settings, services: services), openRouterOptions: openRouterRequestOptions(for: selectedProviderID, settings: settings, services: services) ) + if let eligibilityFailure = openRouterModelEligibilityFailure( + providerID: selectedProviderID, + request: request + ) { + throw InferenceError.unsupportedCapability(eligibilityFailure) + } if request.resolvedAnthropicOptions.countTokensBeforeSend { let body = Self.anthropicTokenCountPreflightBody(for: request) let preflight = try await preflightAnthropicCountTokens( @@ -3558,11 +3564,33 @@ final class PinesAppModel: ObservableObject { let modelRecord = providerModelCapabilities.first { record in record.providerID == providerID && record.modelID == modelID } + let catalogModel = cloudModelCatalog[providerID]?.first { $0.id == modelID } return modelRecord?.contextWindowTokens ?? modelRecord?.capabilities.maxContextTokens + ?? catalogModel?.metadata?.contextLength + ?? catalogModel?.capabilities?.maxContextTokens ?? providerCapabilities.maxContextTokens } + func openRouterModelEligibilityFailure( + providerID: ProviderID, + request: ChatRequest + ) -> String? { + guard cloudProviders.first(where: { $0.id == providerID })?.kind == .openRouter, + let model = cloudModelCatalog[providerID]?.first(where: { $0.id == request.modelID }) + else { + return nil + } + let report = model.eligibility( + requiredInputs: ProviderInputRequirements(messages: request.messages), + requiresTools: request.allowsTools && !request.availableTools.isEmpty, + structuredOutput: request.structuredOutput + ) + guard !report.isEligible else { return nil } + return report.explanation.map { "\(model.displayName) is not eligible for this OpenRouter request. \($0)" } + ?? "The selected OpenRouter model is not eligible for this request." + } + private func preferredModelSelection(services: PinesAppServices) -> ModelPickerOption? { if let defaultModelID, let providerID = defaultProviderID ?? (installedModel(for: defaultModelID) == nil ? nil : services.mlxRuntime.localProviderID) { @@ -5031,7 +5059,9 @@ final class PinesAppModel: ObservableObject { modelID: model.id, displayName: model.displayName, isLocal: false, - rank: model.rank + rank: model.rank, + capabilities: model.capabilities, + modelMetadata: model.metadata ) } guard !providerModels.isEmpty else { continue } diff --git a/Pines/App/PinesAppModelTypes.swift b/Pines/App/PinesAppModelTypes.swift index c54bf6a..e6a943b 100644 --- a/Pines/App/PinesAppModelTypes.swift +++ b/Pines/App/PinesAppModelTypes.swift @@ -182,6 +182,8 @@ struct ModelPickerOption: Identifiable, Hashable { let displayName: String let isLocal: Bool let rank: Double + var capabilities: ProviderCapabilities? = nil + var modelMetadata: CloudProviderModelMetadata? = nil } struct ChatQuickSettingsAvailability: Hashable { diff --git a/Pines/Cloud/BYOKCloudInferenceProvider.swift b/Pines/Cloud/BYOKCloudInferenceProvider.swift index 256f0dd..0b20171 100644 --- a/Pines/Cloud/BYOKCloudInferenceProvider.swift +++ b/Pines/Cloud/BYOKCloudInferenceProvider.swift @@ -197,7 +197,11 @@ struct BYOKCloudInferenceProvider: InferenceProvider { var request: URLRequest switch configuration.kind { - case .openAI, .openAICompatible, .openRouter, .custom: + case .openRouter: + request = URLRequest(url: try openRouterModelCatalogURL()) + request.addValue("Bearer \(apiKey)", forHTTPHeaderField: "Authorization") + addOpenAIClientRequestID(to: &request) + case .openAI, .openAICompatible, .custom: request = URLRequest(url: apiBaseURL.appending(path: "models")) request.addValue("Bearer \(apiKey)", forHTTPHeaderField: "Authorization") addOpenAIClientRequestID(to: &request) @@ -447,7 +451,11 @@ struct BYOKCloudInferenceProvider: InferenceProvider { private func listTextModels(apiKey: String) async throws -> [CloudProviderModel] { var request: URLRequest switch configuration.kind { - case .openAI, .openAICompatible, .openRouter, .custom: + case .openRouter: + request = URLRequest(url: try openRouterModelCatalogURL()) + request.addValue("Bearer \(apiKey)", forHTTPHeaderField: "Authorization") + addOpenAIClientRequestID(to: &request) + case .openAI, .openAICompatible, .custom: request = URLRequest(url: apiBaseURL.appending(path: "models")) request.addValue("Bearer \(apiKey)", forHTTPHeaderField: "Authorization") addOpenAIClientRequestID(to: &request) @@ -486,6 +494,21 @@ struct BYOKCloudInferenceProvider: InferenceProvider { return Self.parseModels(json, providerKind: configuration.kind) } + private func openRouterModelCatalogURL() throws -> URL { + var components = URLComponents( + url: apiBaseURL.appending(path: "models"), + resolvingAgainstBaseURL: false + ) + components?.queryItems = [ + URLQueryItem(name: "output_modalities", value: "text"), + URLQueryItem(name: "sort", value: "most-popular"), + ] + guard let url = components?.url else { + throw CloudProviderError.invalidResponse + } + return url + } + private func anthropicRequest(apiKey: String, chatRequest: ChatRequest) async throws -> URLRequest { let url = configuration.baseURL.appending(path: "v1/messages") var request = URLRequest(url: url) @@ -1628,7 +1651,7 @@ struct BYOKCloudInferenceProvider: InferenceProvider { } } - private static func parseModels(_ json: [String: Any], providerKind: CloudProviderKind) -> [CloudProviderModel] { + static func parseModels(_ json: [String: Any], providerKind: CloudProviderKind) -> [CloudProviderModel] { let rawItems: [[String: Any]] switch providerKind { case .gemini: @@ -1637,7 +1660,7 @@ struct BYOKCloudInferenceProvider: InferenceProvider { rawItems = json["data"] as? [[String: Any]] ?? [] } - let parsed = rawItems.compactMap { item -> CloudProviderModel? in + let parsed = rawItems.enumerated().compactMap { offset, item -> CloudProviderModel? in let rawID: String? if providerKind == .gemini { rawID = (item["name"] as? String)?.replacingOccurrences(of: "models/", with: "") @@ -1646,25 +1669,30 @@ struct BYOKCloudInferenceProvider: InferenceProvider { } let supportedGenerationMethods = item["supportedGenerationMethods"] as? [String] ?? [] let supportedParameters = item["supported_parameters"] as? [String] ?? [] - guard let id = rawID, - CloudProviderModelEligibility.isTextOutputModel( + guard let id = rawID else { return nil } + let openRouterOutputModalities = ((item["architecture"] as? [String: Any])?["output_modalities"] as? [String] ?? []) + .map { $0.lowercased() } + let isEligibleTextModel = providerKind == .openRouter && !openRouterOutputModalities.isEmpty + ? openRouterOutputModalities.contains("text") + : CloudProviderModelEligibility.isTextOutputModel( id: id, providerKind: providerKind, supportedGenerationMethods: supportedGenerationMethods ) - else { - return nil - } + guard isEligibleTextModel else { return nil } let displayName = (item["display_name"] as? String) ?? (item["displayName"] as? String) + ?? (item["name"] as? String) ?? readableModelName(id) let createdAt = createdDate(from: item) return CloudProviderModel( id: ModelID(rawValue: id), displayName: displayName, createdAt: createdAt, - rank: modelRank(id: id, providerKind: providerKind, createdAt: createdAt), + rank: providerKind == .openRouter + ? Double(rawItems.count - offset) + : modelRank(id: id, providerKind: providerKind, createdAt: createdAt), capabilities: modelCapabilities( id: id, item: item, @@ -1673,7 +1701,8 @@ struct BYOKCloudInferenceProvider: InferenceProvider { supportedGenerationMethods: supportedGenerationMethods ), supportedParameters: supportedParameters, - supportedGenerationMethods: supportedGenerationMethods + supportedGenerationMethods: supportedGenerationMethods, + metadata: providerKind == .openRouter ? openRouterModelMetadata(item) : nil ) } @@ -1685,10 +1714,83 @@ struct BYOKCloudInferenceProvider: InferenceProvider { return $0.rank > $1.rank } .uniqued(by: \.id) - .prefix(providerKind == .openAI ? 64 : 24) + .prefix(providerKind == .openRouter ? 96 : (providerKind == .openAI ? 64 : 24)) .map { $0 } } + private static func openRouterModelMetadata(_ item: [String: Any]) -> CloudProviderModelMetadata { + let architecture = item["architecture"] as? [String: Any] ?? [:] + let topProvider = item["top_provider"] as? [String: Any] ?? [:] + let rawPricing = item["pricing"] as? [String: Any] ?? [:] + let pricing = CloudProviderModelPricing( + prompt: decimalValue(rawPricing["prompt"]), + completion: decimalValue(rawPricing["completion"]), + request: decimalValue(rawPricing["request"]), + image: decimalValue(rawPricing["image"]), + webSearch: decimalValue(rawPricing["web_search"]), + internalReasoning: decimalValue(rawPricing["internal_reasoning"]), + inputCacheRead: decimalValue(rawPricing["input_cache_read"]), + inputCacheWrite: decimalValue(rawPricing["input_cache_write"]) + ) + return CloudProviderModelMetadata( + canonicalSlug: boundedString(item["canonical_slug"], maximumLength: 256), + summary: boundedString(item["description"], maximumLength: 1_024), + inputModalities: normalizedCatalogValues(architecture["input_modalities"]), + outputModalities: normalizedCatalogValues(architecture["output_modalities"]), + tokenizer: boundedString(architecture["tokenizer"], maximumLength: 80), + instructType: boundedString(architecture["instruct_type"], maximumLength: 80), + contextLength: positiveIntValue(item["context_length"]) ?? positiveIntValue(topProvider["context_length"]), + maxCompletionTokens: positiveIntValue(topProvider["max_completion_tokens"]), + isModerated: topProvider["is_moderated"] as? Bool, + expirationDate: boundedString(item["expiration_date"], maximumLength: 64), + knowledgeCutoff: boundedString(item["knowledge_cutoff"], maximumLength: 64), + pricing: pricing + ) + } + + private static func normalizedCatalogValues(_ value: Any?) -> [String] { + guard let values = value as? [String] else { return [] } + var seen = Set() + return values.compactMap { value in + let normalized = value.trimmingCharacters(in: .whitespacesAndNewlines).lowercased() + guard !normalized.isEmpty, + normalized.count <= 40, + seen.insert(normalized).inserted + else { + return nil + } + return normalized + } + .prefix(12) + .map { $0 } + } + + private static func boundedString(_ value: Any?, maximumLength: Int) -> String? { + guard let raw = value as? String else { return nil } + let trimmed = raw.trimmingCharacters(in: .whitespacesAndNewlines) + guard !trimmed.isEmpty else { return nil } + return String(trimmed.prefix(maximumLength)) + } + + private static func decimalValue(_ value: Any?) -> Decimal? { + let raw: String + if let string = value as? String { + raw = string + } else if let number = value as? NSNumber { + raw = number.stringValue + } else { + return nil + } + let parsed = Decimal(string: raw, locale: Locale(identifier: "en_US_POSIX")) + guard let parsed, parsed >= 0 else { return nil } + return parsed + } + + private static func positiveIntValue(_ value: Any?) -> Int? { + guard let value = intValue(value), value > 0 else { return nil } + return value + } + private static func modelCapabilities( id: String, item: [String: Any], diff --git a/Pines/Views/Chats/ChatsView.swift b/Pines/Views/Chats/ChatsView.swift index 97d3fd8..c2ccce3 100644 --- a/Pines/Views/Chats/ChatsView.swift +++ b/Pines/Views/Chats/ChatsView.swift @@ -361,6 +361,7 @@ private struct ChatModelPickerButton: View { @EnvironmentObject private var appModel: PinesAppModel @EnvironmentObject private var modelState: PinesModelState @EnvironmentObject private var haptics: PinesHaptics + @State private var showsModelPicker = false let currentProviderID: ProviderID? let currentModelID: ModelID? let fallbackLabel: String? @@ -386,45 +387,24 @@ private struct ChatModelPickerButton: View { .accessibilityValue("No models installed") .accessibilityHint("Opens Models") } else { - Menu { - ForEach(sections) { section in - Section(section.title) { - ForEach(section.models) { option in - Button { - Task { - await select(option) - } - } label: { - Label { - Text(option.compactDisplayName) - .lineLimit(1) - .truncationMode(.middle) - } icon: { - Image(systemName: option.systemImage) - } - } - } - } - } - if !unavailableProviders.isEmpty { - Section("Saved Providers") { - ForEach(unavailableProviders) { provider in - Button {} label: { - Label { - Text(unavailableProviderStatus(for: provider)) - .lineLimit(1) - .truncationMode(.middle) - } icon: { - Image(systemName: "line.3.horizontal.decrease.circle") - } - } - .disabled(true) - } - } - } + Button { + haptics.play(.navigationSelected) + showsModelPicker = true } label: { pickerLabel(showsDisclosure: true, currentModelLabel: currentModelLabel) } + .buttonStyle(.plain) + .sheet(isPresented: $showsModelPicker) { + ChatModelPickerSheet( + sections: sections, + unavailableProviders: unavailableProviders, + currentProviderID: currentProviderID, + currentModelID: currentModelID, + select: select + ) + .presentationDetents([.medium, .large]) + .presentationDragIndicator(.visible) + } } } .accessibilityLabel(accessibilityLabel) @@ -548,6 +528,117 @@ private struct ChatModelPickerButton: View { } } +} + +private struct ChatModelPickerSheet: View { + @Environment(\.dismiss) private var dismiss + @State private var query = "" + + let sections: [ModelPickerSection] + let unavailableProviders: [CloudProviderConfiguration] + let currentProviderID: ProviderID? + let currentModelID: ModelID? + let select: (ModelPickerOption) async -> Void + + var body: some View { + NavigationStack { + List { + ForEach(filteredSections) { section in + Section(section.title) { + ForEach(section.models) { option in + Button { + Task { + await select(option) + dismiss() + } + } label: { + modelRow(option) + } + .buttonStyle(.plain) + .accessibilityHint(option.catalogAccessibilityDetail ?? "Selects this model") + } + } + } + if normalizedQuery.isEmpty, !unavailableProviders.isEmpty { + Section("Saved Providers") { + ForEach(unavailableProviders) { provider in + Label(unavailableProviderStatus(for: provider), systemImage: "line.3.horizontal.decrease.circle") + .foregroundStyle(.secondary) + } + } + } + } + .overlay { + if filteredSections.isEmpty { + ContentUnavailableView.search(text: query) + } + } + .navigationTitle("Choose Model") + .navigationBarTitleDisplayMode(.inline) + .searchable(text: $query, placement: .navigationBarDrawer(displayMode: .always), prompt: "Name, model ID, or capability") + .toolbar { + ToolbarItem(placement: .cancellationAction) { + Button("Close") { dismiss() } + } + } + } + } + + private var normalizedQuery: String { + query.trimmingCharacters(in: .whitespacesAndNewlines).lowercased() + } + + private var filteredSections: [ModelPickerSection] { + guard !normalizedQuery.isEmpty else { return sections } + return sections.compactMap { section in + let models = section.models.filter { option in + let searchable = [ + option.displayName, + option.modelID.rawValue, + option.providerName, + option.catalogDetailLabel ?? "", + option.modelMetadata?.summary ?? "", + ] + .joined(separator: " ") + .lowercased() + return searchable.contains(normalizedQuery) + } + return models.isEmpty ? nil : ModelPickerSection(title: section.title, models: models) + } + } + + private func modelRow(_ option: ModelPickerOption) -> some View { + HStack(spacing: 12) { + Image(systemName: option.systemImage) + .frame(width: 24) + .foregroundStyle(option.providerKind == .openRouter ? Color.accentColor : .secondary) + VStack(alignment: .leading, spacing: 3) { + Text(option.displayName) + .foregroundStyle(.primary) + .lineLimit(2) + if let detail = option.catalogDetailLabel { + Text(detail) + .font(.caption) + .foregroundStyle(.secondary) + .lineLimit(2) + } else if option.displayName.caseInsensitiveCompare(option.modelID.rawValue) != .orderedSame { + Text(option.modelID.rawValue) + .font(.caption) + .foregroundStyle(.secondary) + .lineLimit(1) + .truncationMode(.middle) + } + } + Spacer(minLength: 8) + if option.providerID == currentProviderID, option.modelID == currentModelID { + Image(systemName: "checkmark.circle.fill") + .foregroundStyle(Color.accentColor) + .accessibilityLabel("Selected") + } + } + .contentShape(Rectangle()) + } + private func unavailableProviderStatus(for provider: CloudProviderConfiguration) -> String { switch provider.validationStatus { case .valid: @@ -622,6 +713,74 @@ private extension ModelPickerOption { return "network" } } + + var catalogDetailLabel: String? { + guard providerKind == .openRouter else { return nil } + var details = [String]() + if let context = modelMetadata?.contextLength ?? capabilities?.maxContextTokens { + details.append("\(Self.compactTokenCount(context)) context") + } + if let pricing = modelMetadata?.pricing, + let price = Self.compactTokenPricing(pricing) { + details.append(price) + } + let inputModalities = Set(modelMetadata?.inputModalities ?? []) + if inputModalities.contains("image") { + details.append("images") + } + if inputModalities.contains("file") || inputModalities.contains("pdf") { + details.append("files") + } + if capabilities?.toolCalling == true { + details.append("tools") + } + if capabilities?.structuredOutputs == true { + details.append("schema") + } + return details.isEmpty ? nil : details.prefix(5).joined(separator: " · ") + } + + var catalogAccessibilityDetail: String? { + guard providerKind == .openRouter else { return nil } + var details = [String]() + if let catalogDetailLabel { + details.append(catalogDetailLabel) + } + if let summary = modelMetadata?.summary, !summary.isEmpty { + details.append(summary) + } + return details.isEmpty ? nil : details.joined(separator: ". ") + } + + private static func compactTokenCount(_ value: Int) -> String { + if value >= 1_000_000 { + let millions = Double(value) / 1_000_000 + return millions.rounded() == millions ? "\(Int(millions))M" : String(format: "%.1fM", millions) + } + if value >= 1_000 { + let thousands = Double(value) / 1_000 + return thousands.rounded() == thousands ? "\(Int(thousands))K" : String(format: "%.1fK", thousands) + } + return value.formatted() + } + + private static func compactTokenPricing(_ pricing: CloudProviderModelPricing) -> String? { + guard let prompt = pricing.tokenPricePerMillion(pricing.prompt), + let completion = pricing.tokenPricePerMillion(pricing.completion) + else { + return nil + } + return "\(currency(prompt)) in · \(currency(completion)) out / M" + } + + private static func currency(_ value: Decimal) -> String { + let number = NSDecimalNumber(decimal: value) + let amount = number.doubleValue + if amount == 0 { return "$0" } + if amount < 0.01 { return String(format: "$%.4f", amount) } + if amount < 1 { return String(format: "$%.3f", amount) } + return String(format: "$%.2f", amount) + } } private struct ChatTranscriptView: View { diff --git a/PinesTests/OpenRouterRoutingTests.swift b/PinesTests/OpenRouterRoutingTests.swift index 2ffe9c5..3c09c04 100644 --- a/PinesTests/OpenRouterRoutingTests.swift +++ b/PinesTests/OpenRouterRoutingTests.swift @@ -4,6 +4,112 @@ import PinesCore @testable import pines final class OpenRouterRoutingTests: XCTestCase { + func testModelCatalogParsesBoundedCapabilitiesPricingAndLifecycleMetadata() throws { + let payload: [String: Any] = [ + "data": [ + [ + "id": "example/vision-chat", + "canonical_slug": "example/vision-chat-2026-07-01", + "name": "Vision Chat", + "description": String(repeating: "A", count: 1_200), + "context_length": 131_072, + "architecture": [ + "input_modalities": ["text", "image", "file", "IMAGE"], + "output_modalities": ["text"], + "tokenizer": "Example", + "instruct_type": "chatml", + ], + "pricing": [ + "prompt": "0.00000015", + "completion": "0.0000006", + "request": "0", + "web_search": "0.004", + ], + "supported_parameters": ["tools", "response_format", "structured_outputs"], + "top_provider": [ + "context_length": 131_072, + "max_completion_tokens": 16_384, + "is_moderated": true, + ], + "expiration_date": "2027-01-01", + "knowledge_cutoff": "2026-06", + ], + [ + "id": "example/image-generator", + "name": "Image Generator", + "architecture": [ + "input_modalities": ["text"], + "output_modalities": ["image"], + ], + ], + ], + ] + + let models = BYOKCloudInferenceProvider.parseModels(payload, providerKind: .openRouter) + let model = try XCTUnwrap(models.first) + + XCTAssertEqual(models.count, 1) + XCTAssertEqual(model.displayName, "Vision Chat") + XCTAssertEqual(model.metadata?.canonicalSlug, "example/vision-chat-2026-07-01") + XCTAssertEqual(model.metadata?.summary?.count, 1_024) + XCTAssertEqual(model.metadata?.inputModalities, ["text", "image", "file"]) + XCTAssertEqual(model.metadata?.outputModalities, ["text"]) + XCTAssertEqual(model.metadata?.contextLength, 131_072) + XCTAssertEqual(model.metadata?.maxCompletionTokens, 16_384) + XCTAssertEqual(model.metadata?.isModerated, true) + XCTAssertEqual(model.metadata?.expirationDate, "2027-01-01") + XCTAssertEqual(model.metadata?.knowledgeCutoff, "2026-06") + XCTAssertEqual(model.metadata?.pricing?.prompt, Decimal(string: "0.00000015")) + XCTAssertEqual(model.metadata?.pricing?.completion, Decimal(string: "0.0000006")) + XCTAssertEqual(model.metadata?.pricing?.webSearch, Decimal(string: "0.004")) + XCTAssertEqual(model.capabilities?.maxContextTokens, 131_072) + XCTAssertEqual(model.capabilities?.maxOutputTokens, 16_384) + XCTAssertEqual(model.capabilities?.imageInputs, true) + XCTAssertEqual(model.capabilities?.pdfInputs, true) + XCTAssertEqual(model.capabilities?.toolCalling, true) + XCTAssertEqual(model.capabilities?.structuredOutputs, true) + } + + func testModelEligibilityRejectsUnsupportedInputsToolsAndSchema() { + let model = CloudProviderModel( + id: "example/text-only", + displayName: "Text Only", + capabilities: ProviderCapabilities( + local: false, + textGeneration: true, + toolCalling: false, + jsonMode: true, + structuredOutputs: false + ) + ) + + let report = model.eligibility( + requiredInputs: ProviderInputRequirements(requiresImages: true), + requiresTools: true, + structuredOutput: .jsonSchema(name: "answer", schema: .object([:]), strict: true) + ) + + XCTAssertFalse(report.isEligible) + XCTAssertEqual( + report.reasons, + [ + "This model does not advertise image input.", + "This model does not advertise tool calling.", + "This model does not advertise strict structured outputs.", + ] + ) + } + + func testLegacyModelCatalogDecodingRemainsBackwardCompatible() throws { + let data = Data(#"{"id":"example/model","displayName":"Example"}"#.utf8) + + let model = try JSONDecoder().decode(CloudProviderModel.self, from: data) + + XCTAssertNil(model.metadata) + XCTAssertNil(model.capabilities) + XCTAssertEqual(model.supportedParameters, []) + } + func testPreferencesNormalizeProviderSlugsAndResolveConflicts() { let preferences = OpenRouterProviderPreferences( order: [" Anthropic ", "OPENAI", "anthropic"], diff --git a/Sources/PinesCore/Cloud/CloudProvider.swift b/Sources/PinesCore/Cloud/CloudProvider.swift index c60cdc2..1e6e308 100644 --- a/Sources/PinesCore/Cloud/CloudProvider.swift +++ b/Sources/PinesCore/Cloud/CloudProvider.swift @@ -10,6 +10,109 @@ public enum CloudProviderKind: String, Codable, Sendable, CaseIterable { case custom } +public struct CloudProviderModelPricing: Hashable, Codable, Sendable { + public var prompt: Decimal? + public var completion: Decimal? + public var request: Decimal? + public var image: Decimal? + public var webSearch: Decimal? + public var internalReasoning: Decimal? + public var inputCacheRead: Decimal? + public var inputCacheWrite: Decimal? + + public init( + prompt: Decimal? = nil, + completion: Decimal? = nil, + request: Decimal? = nil, + image: Decimal? = nil, + webSearch: Decimal? = nil, + internalReasoning: Decimal? = nil, + inputCacheRead: Decimal? = nil, + inputCacheWrite: Decimal? = nil + ) { + self.prompt = prompt + self.completion = completion + self.request = request + self.image = image + self.webSearch = webSearch + self.internalReasoning = internalReasoning + self.inputCacheRead = inputCacheRead + self.inputCacheWrite = inputCacheWrite + } + + public var isEmpty: Bool { + prompt == nil + && completion == nil + && request == nil + && image == nil + && webSearch == nil + && internalReasoning == nil + && inputCacheRead == nil + && inputCacheWrite == nil + } + + public func tokenPricePerMillion(_ price: Decimal?) -> Decimal? { + price.map { $0 * 1_000_000 } + } +} + +public struct CloudProviderModelMetadata: Hashable, Codable, Sendable { + public var canonicalSlug: String? + public var summary: String? + public var inputModalities: [String] + public var outputModalities: [String] + public var tokenizer: String? + public var instructType: String? + public var contextLength: Int? + public var maxCompletionTokens: Int? + public var isModerated: Bool? + public var expirationDate: String? + public var knowledgeCutoff: String? + public var pricing: CloudProviderModelPricing? + + public init( + canonicalSlug: String? = nil, + summary: String? = nil, + inputModalities: [String] = [], + outputModalities: [String] = [], + tokenizer: String? = nil, + instructType: String? = nil, + contextLength: Int? = nil, + maxCompletionTokens: Int? = nil, + isModerated: Bool? = nil, + expirationDate: String? = nil, + knowledgeCutoff: String? = nil, + pricing: CloudProviderModelPricing? = nil + ) { + self.canonicalSlug = canonicalSlug + self.summary = summary + self.inputModalities = inputModalities + self.outputModalities = outputModalities + self.tokenizer = tokenizer + self.instructType = instructType + self.contextLength = contextLength + self.maxCompletionTokens = maxCompletionTokens + self.isModerated = isModerated + self.expirationDate = expirationDate + self.knowledgeCutoff = knowledgeCutoff + self.pricing = pricing?.isEmpty == true ? nil : pricing + } +} + +public struct CloudProviderModelEligibilityReport: Hashable, Codable, Sendable { + public var isEligible: Bool + public var reasons: [String] + + public init(isEligible: Bool, reasons: [String] = []) { + self.isEligible = isEligible + self.reasons = reasons + } + + public var explanation: String? { + reasons.isEmpty ? nil : reasons.joined(separator: " ") + } +} + public struct CloudProviderModel: Identifiable, Hashable, Codable, Sendable { public var id: ModelID public var displayName: String @@ -18,6 +121,7 @@ public struct CloudProviderModel: Identifiable, Hashable, Codable, Sendable { public var capabilities: ProviderCapabilities? public var supportedParameters: [String] public var supportedGenerationMethods: [String] + public var metadata: CloudProviderModelMetadata? public init( id: ModelID, @@ -26,7 +130,8 @@ public struct CloudProviderModel: Identifiable, Hashable, Codable, Sendable { rank: Double = 0, capabilities: ProviderCapabilities? = nil, supportedParameters: [String] = [], - supportedGenerationMethods: [String] = [] + supportedGenerationMethods: [String] = [], + metadata: CloudProviderModelMetadata? = nil ) { self.id = id self.displayName = displayName @@ -35,6 +140,7 @@ public struct CloudProviderModel: Identifiable, Hashable, Codable, Sendable { self.capabilities = capabilities self.supportedParameters = supportedParameters self.supportedGenerationMethods = supportedGenerationMethods + self.metadata = metadata } enum CodingKeys: String, CodingKey { @@ -45,6 +151,7 @@ public struct CloudProviderModel: Identifiable, Hashable, Codable, Sendable { case capabilities case supportedParameters case supportedGenerationMethods + case metadata } public init(from decoder: Decoder) throws { @@ -56,6 +163,53 @@ public struct CloudProviderModel: Identifiable, Hashable, Codable, Sendable { capabilities = try container.decodeIfPresent(ProviderCapabilities.self, forKey: .capabilities) supportedParameters = try container.decodeIfPresent([String].self, forKey: .supportedParameters) ?? [] supportedGenerationMethods = try container.decodeIfPresent([String].self, forKey: .supportedGenerationMethods) ?? [] + metadata = try container.decodeIfPresent(CloudProviderModelMetadata.self, forKey: .metadata) + } + + public func eligibility( + requiredInputs: ProviderInputRequirements = .init(), + requiresTools: Bool = false, + structuredOutput: StructuredOutputFormat = .text + ) -> CloudProviderModelEligibilityReport { + guard let capabilities else { + return CloudProviderModelEligibilityReport(isEligible: true) + } + + var reasons = [String]() + if !capabilities.textGeneration { + reasons.append("This model does not advertise text output.") + } + if requiredInputs.requiresImages && !(capabilities.imageInputs || capabilities.vision) { + reasons.append("This model does not advertise image input.") + } + if requiredInputs.requiresAudio && !capabilities.audioInputs { + reasons.append("This model does not advertise audio input.") + } + if requiredInputs.requiresVideo && !capabilities.videoInputs { + reasons.append("This model does not advertise video input.") + } + if requiredInputs.requiresPDFs && !capabilities.pdfInputs { + reasons.append("This model does not advertise PDF or file input.") + } + if requiredInputs.requiresTextDocuments && !capabilities.textDocumentInputs { + reasons.append("This model does not advertise text-file input.") + } + if requiresTools && !capabilities.toolCalling { + reasons.append("This model does not advertise tool calling.") + } + switch structuredOutput { + case .text: + break + case .jsonObject: + if !(capabilities.jsonMode || capabilities.structuredOutputs) { + reasons.append("This model does not advertise JSON response formatting.") + } + case .jsonSchema: + if !capabilities.structuredOutputs { + reasons.append("This model does not advertise strict structured outputs.") + } + } + return CloudProviderModelEligibilityReport(isEligible: reasons.isEmpty, reasons: reasons) } } diff --git a/Tests/PinesCoreTests/CloudProviderModelMetadataTests.swift b/Tests/PinesCoreTests/CloudProviderModelMetadataTests.swift new file mode 100644 index 0000000..6710898 --- /dev/null +++ b/Tests/PinesCoreTests/CloudProviderModelMetadataTests.swift @@ -0,0 +1,90 @@ +import Foundation +import Testing +@testable import PinesCore + +@Suite("Cloud provider model metadata") +struct CloudProviderModelMetadataTests { + @Test + func metadataAndPricingRoundTrip() throws { + let model = CloudProviderModel( + id: "example/vision-chat", + displayName: "Vision Chat", + capabilities: ProviderCapabilities( + local: false, + imageInputs: true, + toolCalling: true, + structuredOutputs: true, + maxContextTokens: 131_072, + maxOutputTokens: 16_384 + ), + supportedParameters: ["tools", "structured_outputs"], + metadata: CloudProviderModelMetadata( + canonicalSlug: "example/vision-chat-2026-07-01", + summary: "A bounded model summary.", + inputModalities: ["text", "image"], + outputModalities: ["text"], + tokenizer: "Example", + instructType: "chatml", + contextLength: 131_072, + maxCompletionTokens: 16_384, + isModerated: true, + pricing: CloudProviderModelPricing( + prompt: Decimal(string: "0.00000015"), + completion: Decimal(string: "0.0000006") + ) + ) + ) + + let decoded = try JSONDecoder().decode( + CloudProviderModel.self, + from: JSONEncoder().encode(model) + ) + + #expect(decoded == model) + #expect(decoded.metadata?.pricing?.tokenPricePerMillion(decoded.metadata?.pricing?.prompt) == Decimal(string: "0.15")) + #expect(decoded.metadata?.pricing?.tokenPricePerMillion(decoded.metadata?.pricing?.completion) == Decimal(string: "0.6")) + } + + @Test + func eligibilityRejectsOnlyDefinitiveCapabilityMismatches() { + let model = CloudProviderModel( + id: "example/text-only", + displayName: "Text Only", + capabilities: ProviderCapabilities( + local: false, + textGeneration: true, + toolCalling: false, + jsonMode: true, + structuredOutputs: false + ) + ) + + let report = model.eligibility( + requiredInputs: ProviderInputRequirements(requiresImages: true), + requiresTools: true, + structuredOutput: .jsonSchema(name: "answer", schema: .object([:]), strict: true) + ) + + #expect(!report.isEligible) + #expect(report.reasons == [ + "This model does not advertise image input.", + "This model does not advertise tool calling.", + "This model does not advertise strict structured outputs.", + ]) + + let unknown = CloudProviderModel(id: "example/unknown", displayName: "Unknown") + #expect(unknown.eligibility(requiredInputs: .init(requiresVideo: true), requiresTools: true).isEligible) + } + + @Test + func legacyCatalogEntryDecodesWithoutMetadata() throws { + let data = Data(#"{"id":"example/model","displayName":"Example"}"#.utf8) + + let model = try JSONDecoder().decode(CloudProviderModel.self, from: data) + + #expect(model.metadata == nil) + #expect(model.capabilities == nil) + #expect(model.supportedParameters.isEmpty) + #expect(model.supportedGenerationMethods.isEmpty) + } +} diff --git a/docs/STATUS.md b/docs/STATUS.md index 87a4e6a..833fda8 100644 --- a/docs/STATUS.md +++ b/docs/STATUS.md @@ -27,7 +27,7 @@ This repository is a working foundation for `pines`, not a signed App Store dist - Exact app-level pins to the maintained `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` forks for TurboQuant and compatibility APIs. - Split MLX compatibility implementations for Llama 4 and DeepSeek V4 model families. - Hugging Face preflight and resumable model install/delete service. -- BYOK cloud streaming adapters for OpenAI-compatible, OpenRouter, Anthropic, and Gemini, including provider-specific stream metadata parsing. OpenRouter requests support persisted provider order/allow/deny/sort policy, fallback and supported-parameter enforcement, data-collection/ZDR constraints, routing-metadata opt-in, JSON object/schema response formats, and terminal route/usage/cost receipts. +- BYOK cloud streaming adapters for OpenAI-compatible, OpenRouter, Anthropic, and Gemini, including provider-specific stream metadata parsing. OpenRouter requests support persisted provider order/allow/deny/sort policy, fallback and supported-parameter enforcement, data-collection/ZDR constraints, routing-metadata opt-in, JSON object/schema response formats, terminal route/usage/cost receipts, and bounded model metadata for picker details, context packing, and pre-spend capability rejection. - Shared provider lifecycle records, repositories, previews, and the Artifacts workspace for provider-hosted files, artifacts, caches/vector stores, batches, model capabilities, live sessions, and research runs. - OpenAI provider lifecycle workflows for Files, vector stores, vector-store file batches, batches, Deep Research, realtime session records, generated image/video artifacts, speech, transcription, and translation artifacts. - Anthropic provider lifecycle workflows for Files, generated file download/import, prompt cache metrics, citations, thinking preservation, Message Batches, token counting, hosted tool metadata, and model capability rows. @@ -62,7 +62,7 @@ This repository is a working foundation for `pines`, not a signed App Store dist ## Not Complete - Real-device TurboQuant acceptance on the A16 through A19 Pro hardware matrix, including stable multi-repeat real-model coverage and at least one imported model/device/mode evidence tuple before any `Verified` or `Certified` product claim. -- Production UX hardening for provider-hosted transfer progress/retry/cancellation, richer hosted-tool approvals, persisted CloudKit conflict resolution, detailed model compatibility messaging, and OpenRouter metadata-driven eligibility plus aggregate spend reporting. +- Production UX hardening for provider-hosted transfer progress/retry/cancellation, richer hosted-tool approvals, persisted CloudKit conflict resolution, detailed model compatibility messaging, and OpenRouter endpoint-level availability, catalog freshness, and aggregate spend reporting. - Signed App Store archive/export, TestFlight/App Store upload automation, and final App Store Connect privacy review for the submitted binary. - The platform-aware, warning-free `mlx-swift` build-tool plugin, Apple-mobile JIT compatibility fix, and SwiftPM 6.2 manifest compatibility are pinned at `bcf93af23f11428f6f01efb0bb4b9020cd2eb383`; cold iOS device and simulator builds must remain warning-free as part of release validation. - Remaining monolith candidates are semantic rather than mechanical: `PinesAppModel` still owns high-level orchestration, `SettingsDetailView` owns the full settings editor, and `ModelsViewComponents` owns model list/detail presentation. Split these further only alongside focused feature changes. diff --git a/docs/cloud-providers/openrouter-roadmap.md b/docs/cloud-providers/openrouter-roadmap.md index 4abac05..7887df8 100644 --- a/docs/cloud-providers/openrouter-roadmap.md +++ b/docs/cloud-providers/openrouter-roadmap.md @@ -82,11 +82,14 @@ Goal: Make OpenRouter model selection capability-driven. Todos: -- Cache model metadata: context length, modalities, pricing, architecture, supported parameters, provider availability, and rate/cost hints. -- Filter model picker by requested feature: tools, images, PDFs, schemas, reasoning, audio/video, generation outputs. -- Show pricing/context/modality badges. -- Warn when selected model may drop a requested feature. -- Add model picker badges and eligibility explanations. +- [x] Retain a bounded session catalog for context/output limits, modalities, pricing, architecture labels, supported parameters, moderation, and lifecycle dates. +- [x] Request text-output models in OpenRouter popularity order and expand the useful picker catalog beyond the previous 24-model truncation. +- [x] Preflight known model incompatibilities for tools, images, audio/video input, PDFs/files, JSON mode, and strict schemas before inference spend. +- [x] Show concise pricing, context, modality, tool, and schema details in the model picker. +- [x] Return a specific eligibility explanation when current catalog metadata rejects a request. +- [ ] Persist catalog snapshots with freshness/expiry semantics. +- [ ] Fetch endpoint-level provider availability, provider-specific parameter support, rate limits, and prices. +- [ ] Add metadata-driven reasoning, generated-output, and server-tool selection once those request surfaces ship. Possible hiccups: @@ -95,7 +98,7 @@ Possible hiccups: Production complete when: -- Pines can explain why an OpenRouter model is eligible or ineligible for a request. +- Pines can explain catalog-level eligibility now. Phase 2 remains open until endpoint-specific variance and metadata freshness are represented without implying that every upstream route has identical support. ## Phase 3: Structured Outputs And Response Reliability diff --git a/docs/cloud-providers/openrouter.md b/docs/cloud-providers/openrouter.md index 699929d..d133639 100644 --- a/docs/cloud-providers/openrouter.md +++ b/docs/cloud-providers/openrouter.md @@ -147,7 +147,9 @@ Implementation notes: ### 9. Model metadata filtering -Pines lists text models but does not deeply use OpenRouter's metadata for modalities, supported parameters, pricing, context length, or provider availability. +Pines now requests OpenRouter's text-output catalog in popularity order and retains a bounded, allowlisted session catalog for context/output limits, input/output modalities, supported parameters, architecture labels, moderation, lifecycle dates, and per-unit pricing. The chat picker shows concise context, input/output price, modality, tool, and schema details; context packing uses the model limit; and request preflight rejects known-incompatible image, audio, video, PDF/file, tool, JSON, and strict-schema requests before inference spend. + +Unknown metadata remains permissive rather than creating false incompatibility claims. Pines does not yet fetch the endpoint details feed, so it cannot show provider-by-provider availability, provider-specific feature variance, rate limits, or per-endpoint prices. Value: @@ -155,8 +157,9 @@ Value: Implementation notes: -- Cache OpenRouter model metadata. -- Drive quick settings from supported parameters instead of model-name heuristics. +- Persist catalog snapshots with an explicit freshness policy instead of keeping them only for the app session. +- Fetch endpoint details before claiming that every routed upstream supports a catalog-level feature. +- Drive OpenRouter reasoning and other quick settings from supported parameters instead of model-name heuristics. ### 10. BYOK upstream provider routing @@ -172,14 +175,14 @@ Implementation notes: ## Suggested Priority -1. Model metadata-driven eligibility and picker details. -2. Server web search tool and citations. +1. Server web search tool and citations. +2. Endpoint-level provider availability and metadata freshness. 3. OpenRouter reasoning controls and detailed reasoning/cache usage. 4. Response healing for eligible non-streaming structured requests. 5. Max-price/quantization and scoped routing overrides. 6. Aggregate/reconciled spend reporting. 7. Prompt caching/transforms. -8. Additional modalities and upstream BYOK routing. +8. Additional output modalities and upstream BYOK routing. ## Decisions And Open Questions From 156e7425e3c4b4c4c892ae1e7696ad14bc033333 Mon Sep 17 00:00:00 2001 From: RNT56 Date: Mon, 13 Jul 2026 02:40:14 +0200 Subject: [PATCH 79/80] Persist fresh cloud model catalogs Store bounded provider catalog snapshots in encrypted GRDB with six-hour expiry and provider-deletion cascade. Hydrate fresh snapshots at launch, retain them across transient refresh failures, and keep expired OpenRouter metadata out of hard request rejection. Cover schema, bounds, expiry, round-trip persistence, replacement, cleanup, and verifier invariants. --- Pines.xcodeproj/project.pbxproj | 4 + Pines/App/PinesAppModel.swift | 102 ++++++++++++++++-- Pines/Persistence/GRDBPinesStore.swift | 65 +++++++++++ .../CloudModelCatalogPersistenceTests.swift | 63 +++++++++++ PinesTests/CoreSurfaceTests.swift | 5 +- .../Architecture/AppArchitecture.swift | 9 ++ Sources/PinesCore/Cloud/CloudProvider.swift | 58 ++++++++++ .../Persistence/DatabaseSchema.swift | 18 +++- Sources/PinesCoreTestRunner/main.swift | 4 +- .../CloudProviderModelMetadataTests.swift | 57 ++++++++++ Tests/PinesCoreTests/CoreContractTests.swift | 10 +- docs/ARCHITECTURE.md | 2 +- docs/STATUS.md | 4 +- docs/cloud-providers/openrouter-roadmap.md | 6 +- docs/cloud-providers/openrouter.md | 5 +- 15 files changed, 392 insertions(+), 20 deletions(-) create mode 100644 PinesTests/CloudModelCatalogPersistenceTests.swift diff --git a/Pines.xcodeproj/project.pbxproj b/Pines.xcodeproj/project.pbxproj index 4b16f90..eaf7200 100644 --- a/Pines.xcodeproj/project.pbxproj +++ b/Pines.xcodeproj/project.pbxproj @@ -45,6 +45,7 @@ 47623D156F0438C9C37D545F /* OpenAIProviderLifecycleCoordinator+MediaWorkflows.swift in Sources */ = {isa = PBXBuildFile; fileRef = 3707ADF58DFE724BF12B2B2F /* OpenAIProviderLifecycleCoordinator+MediaWorkflows.swift */; }; 4A8B7ADED7E800D30BC296A1 /* PinesCore in Frameworks */ = {isa = PBXBuildFile; productRef = 2F62656B16557CFACC3CBFF7 /* PinesCore */; }; 4DF47F98AF7E14D4A934D9D7 /* HighlightSwift in Frameworks */ = {isa = PBXBuildFile; productRef = 907CAD8C8D83C6A5B614EB5A /* HighlightSwift */; }; + 4FFEA75D80CEC7DFCE69B41B /* CloudModelCatalogPersistenceTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = D85A1C753848B351F4565683 /* CloudModelCatalogPersistenceTests.swift */; }; 51178ED2596CD94C977B39BF /* GeminiProviderRecordMapper.swift in Sources */ = {isa = PBXBuildFile; fileRef = DB652D0FDD899D4E676252F1 /* GeminiProviderRecordMapper.swift */; }; 515C28B0B0B103A7A64AB34C /* MLXEmbedders in Frameworks */ = {isa = PBXBuildFile; productRef = 85E4D304B541EE6A90CEFD6F /* MLXEmbedders */; }; 51F0003C051BEA5B35753F1D /* GRDB in Frameworks */ = {isa = PBXBuildFile; productRef = 7CB37824DF7BF3CFC294142D /* GRDB */; }; @@ -282,6 +283,7 @@ CA094EF84EDF89325F7E0DAB /* CloudKitSyncPersistenceTests.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = CloudKitSyncPersistenceTests.swift; sourceTree = ""; }; D6EEEEF241E72FF35E46A640 /* PinesTurboQuantBenchmarkDiagnostics.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = PinesTurboQuantBenchmarkDiagnostics.swift; sourceTree = ""; }; D71AF1F71FC9A37490CF1D04 /* AgentRunner.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = AgentRunner.swift; sourceTree = ""; }; + D85A1C753848B351F4565683 /* CloudModelCatalogPersistenceTests.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = CloudModelCatalogPersistenceTests.swift; sourceTree = ""; }; D8CF846797DB3246FDC4FE5F /* SecurityResetCoordinator.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = SecurityResetCoordinator.swift; sourceTree = ""; }; DA300803A417F81AEA21D094 /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist; path = Info.plist; sourceTree = ""; }; DB652D0FDD899D4E676252F1 /* GeminiProviderRecordMapper.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = GeminiProviderRecordMapper.swift; sourceTree = ""; }; @@ -415,6 +417,7 @@ children = ( E146838846B476DD76171BB2 /* BoundedHTTPResponseTests.swift */, CA094EF84EDF89325F7E0DAB /* CloudKitSyncPersistenceTests.swift */, + D85A1C753848B351F4565683 /* CloudModelCatalogPersistenceTests.swift */, 989263AE706043656C31B580 /* CoreSurfaceTests.swift */, 4DCE6D93751290B9E24557E6 /* MCPToolAnnotationPersistenceTests.swift */, FF525EBBEA1C9D3330E352F3 /* MLXTurboQuantRuntimeSmokeTests.swift */, @@ -993,6 +996,7 @@ files = ( 72E9FD20785D66F46A2E07C4 /* BoundedHTTPResponseTests.swift in Sources */, 09D075532ED88BFF8A4F162A /* CloudKitSyncPersistenceTests.swift in Sources */, + 4FFEA75D80CEC7DFCE69B41B /* CloudModelCatalogPersistenceTests.swift in Sources */, E30D2CC16F579D56D14DA498 /* CoreSurfaceTests.swift in Sources */, E6389B1E94D595D33725A8AC /* MCPToolAnnotationPersistenceTests.swift in Sources */, 9CAF8AA54EE5B61702B8103C /* MLXTurboQuantRuntimeSmokeTests.swift in Sources */, diff --git a/Pines/App/PinesAppModel.swift b/Pines/App/PinesAppModel.swift index 6bf77ab..1aee796 100644 --- a/Pines/App/PinesAppModel.swift +++ b/Pines/App/PinesAppModel.swift @@ -587,6 +587,7 @@ final class PinesAppModel: ObservableObject { private var didStartMCPServers = false private var shouldEnrichRuntimeModelPreviews = false private var needsCloudModelCatalogRefresh = false + private var cloudModelCatalogSnapshots: [ProviderID: CloudProviderModelCatalogSnapshot] = [:] private var repositoryObservationTasks: [Task] = [] private var currentRunTask: Task? private var currentRunToken: UUID? @@ -1085,6 +1086,7 @@ final class PinesAppModel: ObservableObject { if let cloudProviderRepository = services.cloudProviderRepository { setIfChanged(\.cloudProviders, try await cloudProviderRepository.listProviders()) } + await hydrateCloudModelCatalogSnapshots(services: services) await repairInterruptedChatRuns(services: services) try await services.modelLifecycleService?.validateInstalledModels() @@ -1248,6 +1250,7 @@ final class PinesAppModel: ObservableObject { setIfChanged(\.auditEvents, []) setIfChanged(\.cloudProviders, []) setIfChanged(\.cloudModelCatalog, [:]) + cloudModelCatalogSnapshots = [:] setIfChanged(\.isRefreshingCloudModels, false) setIfChanged(\.isSavingCloudProvider, false) setIfChanged(\.validatingCloudProviderIDs, []) @@ -3564,7 +3567,12 @@ final class PinesAppModel: ObservableObject { let modelRecord = providerModelCapabilities.first { record in record.providerID == providerID && record.modelID == modelID } - let catalogModel = cloudModelCatalog[providerID]?.first { $0.id == modelID } + let catalogModel: CloudProviderModel? + if cloudProviders.first(where: { $0.id == providerID })?.kind == .openRouter { + catalogModel = freshOpenRouterCatalogModel(providerID: providerID, modelID: modelID) + } else { + catalogModel = cloudModelCatalog[providerID]?.first { $0.id == modelID } + } return modelRecord?.contextWindowTokens ?? modelRecord?.capabilities.maxContextTokens ?? catalogModel?.metadata?.contextLength @@ -3577,7 +3585,7 @@ final class PinesAppModel: ObservableObject { request: ChatRequest ) -> String? { guard cloudProviders.first(where: { $0.id == providerID })?.kind == .openRouter, - let model = cloudModelCatalog[providerID]?.first(where: { $0.id == request.modelID }) + let model = freshOpenRouterCatalogModel(providerID: providerID, modelID: request.modelID) else { return nil } @@ -3591,6 +3599,14 @@ final class PinesAppModel: ObservableObject { ?? "The selected OpenRouter model is not eligible for this request." } + private func freshOpenRouterCatalogModel( + providerID: ProviderID, + modelID: ModelID, + now: Date = Date() + ) -> CloudProviderModel? { + cloudModelCatalogSnapshots[providerID]?.model(id: modelID, at: now) + } + private func preferredModelSelection(services: PinesAppServices) -> ModelPickerOption? { if let defaultModelID, let providerID = defaultProviderID ?? (installedModel(for: defaultModelID) == nil ? nil : services.mlxRuntime.localProviderID) { @@ -4951,9 +4967,10 @@ final class PinesAppModel: ObservableObject { repeat { needsCloudModelCatalogRefresh = false - var nextCatalog = cloudModelCatalog.filter { providerID, _ in - cloudProviders.contains(where: { $0.id == providerID }) - } + let providerIDs = Set(cloudProviders.map(\.id)) + let now = Date() + var nextSnapshots = cloudModelCatalogSnapshots.filter { providerIDs.contains($0.key) } + var nextCatalog = cloudModelCatalog.filter { providerIDs.contains($0.key) } for provider in cloudProviders { do { guard let apiKey = try await services.secretStore.read( @@ -4961,23 +4978,86 @@ final class PinesAppModel: ObservableObject { account: provider.keychainAccount )?.trimmingCharacters(in: .whitespacesAndNewlines), !apiKey.isEmpty else { nextCatalog[provider.id] = nil + nextSnapshots[provider.id] = nil continue } let inferenceProvider = BYOKCloudInferenceProvider(configuration: provider, secretStore: services.secretStore) let models = try await inferenceProvider.listTextModels() nextCatalog[provider.id] = models.isEmpty ? nil : models + if models.isEmpty { + nextSnapshots[provider.id] = nil + try? await services.cloudProviderRepository?.deleteModelCatalogSnapshot(providerID: provider.id) + } else { + let snapshot = CloudProviderModelCatalogSnapshot( + providerID: provider.id, + models: models, + fetchedAt: now + ) + nextSnapshots[provider.id] = snapshot + do { + try await services.cloudProviderRepository?.upsertModelCatalogSnapshot(snapshot) + } catch { + recordRecoverableIssue( + "cloud.model_catalog.persist.\(provider.id.rawValue)", + error: error, + services: services + ) + } + } if let firstModel = models.first { await recordFirstCloudModelIfNeeded(firstModel.id, providerID: provider.id, services: services) } } catch { recordRecoverableIssue("cloud.model_catalog.refresh.\(provider.id.rawValue)", error: error, services: services) - continue + if let snapshot = nextSnapshots[provider.id], snapshot.isFresh(at: now) { + nextCatalog[provider.id] = snapshot.models + } else { + nextSnapshots[provider.id] = nil + nextCatalog[provider.id] = nil + } } } + cloudModelCatalogSnapshots = nextSnapshots setIfChanged(\.cloudModelCatalog, nextCatalog) } while needsCloudModelCatalogRefresh } + private func hydrateCloudModelCatalogSnapshots( + services: PinesAppServices, + now: Date = Date() + ) async { + guard let repository = services.cloudProviderRepository else { return } + do { + let configuredProviders = Dictionary(uniqueKeysWithValues: cloudProviders.map { ($0.id, $0) }) + let storedSnapshots = try await repository.listModelCatalogSnapshots() + var freshSnapshots = [ProviderID: CloudProviderModelCatalogSnapshot]() + for snapshot in storedSnapshots where snapshot.isFresh(at: now) { + guard let provider = configuredProviders[snapshot.providerID] else { continue } + do { + let apiKey = try await services.secretStore.read( + service: provider.keychainService, + account: provider.keychainAccount + )?.trimmingCharacters(in: .whitespacesAndNewlines) + guard apiKey?.isEmpty == false else { continue } + freshSnapshots[snapshot.providerID] = snapshot + } catch { + recordRecoverableIssue( + "cloud.model_catalog.credential.\(snapshot.providerID.rawValue)", + error: error, + services: services + ) + } + } + cloudModelCatalogSnapshots = freshSnapshots + setIfChanged( + \.cloudModelCatalog, + freshSnapshots.mapValues(\.models) + ) + } catch { + recordRecoverableIssue("cloud.model_catalog.hydrate", error: error, services: services) + } + } + private func replaceCloudModelCatalog(_ models: [CloudProviderModel], for providerID: ProviderID) { var catalog = cloudModelCatalog catalog[providerID] = models.isEmpty ? nil : models @@ -5050,7 +5130,15 @@ final class PinesAppModel: ObservableObject { } for provider in cloudProviders.sorted(by: { $0.displayName.localizedCaseInsensitiveCompare($1.displayName) == .orderedAscending }) { - let providerModels = (cloudModelCatalog[provider.id] ?? []) + let catalogModels: [CloudProviderModel] + if provider.kind == .openRouter { + catalogModels = cloudModelCatalogSnapshots[provider.id].flatMap { snapshot in + snapshot.isFresh() ? snapshot.models : nil + } ?? [] + } else { + catalogModels = cloudModelCatalog[provider.id] ?? [] + } + let providerModels = catalogModels .map { model in ModelPickerOption( providerID: provider.id, diff --git a/Pines/Persistence/GRDBPinesStore.swift b/Pines/Persistence/GRDBPinesStore.swift index 04c8e13..6911281 100644 --- a/Pines/Persistence/GRDBPinesStore.swift +++ b/Pines/Persistence/GRDBPinesStore.swift @@ -2264,6 +2264,71 @@ actor GRDBPinesStore: } } + func listModelCatalogSnapshots() async throws -> [CloudProviderModelCatalogSnapshot] { + try await database.read { db in + try Row.fetchAll( + db, + sql: """ + SELECT provider_id, schema_version, models_json, fetched_at, expires_at + FROM cloud_model_catalog_snapshots + ORDER BY provider_id + """ + ).compactMap { row in + let providerID = ProviderID(rawValue: row["provider_id"] as String) + let version = row["schema_version"] as Int + let modelsJSON = row["models_json"] as String + guard version == CloudProviderModelCatalogSnapshot.schemaVersion, + let models = try? JSONDecoder().decode([CloudProviderModel].self, from: Data(modelsJSON.utf8)) + else { + return nil + } + return CloudProviderModelCatalogSnapshot( + providerID: providerID, + models: models, + fetchedAt: Date(timeIntervalSinceReferenceDate: row["fetched_at"] as Double), + expiresAt: Date(timeIntervalSinceReferenceDate: row["expires_at"] as Double), + version: version + ) + } + } + } + + func upsertModelCatalogSnapshot(_ snapshot: CloudProviderModelCatalogSnapshot) async throws { + let modelsJSON = String(decoding: try encoder.encode(snapshot.models), as: UTF8.self) + try await database.write { db in + try db.execute( + sql: """ + INSERT INTO cloud_model_catalog_snapshots + (provider_id, schema_version, models_json, fetched_at, expires_at, updated_at) + VALUES (?, ?, ?, ?, ?, ?) + ON CONFLICT(provider_id) DO UPDATE SET + schema_version = excluded.schema_version, + models_json = excluded.models_json, + fetched_at = excluded.fetched_at, + expires_at = excluded.expires_at, + updated_at = excluded.updated_at + """, + arguments: [ + snapshot.providerID.rawValue, + snapshot.version, + modelsJSON, + snapshot.fetchedAt.timeIntervalSinceReferenceDate, + snapshot.expiresAt.timeIntervalSinceReferenceDate, + Date().timeIntervalSinceReferenceDate, + ] + ) + } + } + + func deleteModelCatalogSnapshot(providerID: ProviderID) async throws { + try await database.write { db in + try db.execute( + sql: "DELETE FROM cloud_model_catalog_snapshots WHERE provider_id = ?", + arguments: [providerID.rawValue] + ) + } + } + // MARK: - Provider Lifecycle Records func listProviderFiles(providerID: ProviderID?) async throws -> [ProviderFileRecord] { diff --git a/PinesTests/CloudModelCatalogPersistenceTests.swift b/PinesTests/CloudModelCatalogPersistenceTests.swift new file mode 100644 index 0000000..0b96c9c --- /dev/null +++ b/PinesTests/CloudModelCatalogPersistenceTests.swift @@ -0,0 +1,63 @@ +import Foundation +import XCTest +import PinesCore +@testable import pines + +final class CloudModelCatalogPersistenceTests: XCTestCase { + func testCatalogSnapshotRoundTripsReplacesAndCascadesWithProvider() async throws { + let directory = FileManager.default.temporaryDirectory + .appending(path: "pines-catalog-tests-\(UUID().uuidString)", directoryHint: .isDirectory) + try FileManager.default.createDirectory(at: directory, withIntermediateDirectories: true) + defer { try? FileManager.default.removeItem(at: directory) } + + let store = try GRDBPinesStore.makeTestingStore(at: directory.appending(path: "store.sqlite")) + let provider = CloudProviderConfiguration( + id: "openrouter-test", + kind: .openRouter, + displayName: "OpenRouter Test", + baseURL: try XCTUnwrap(URL(string: "https://openrouter.ai/api/v1")), + keychainAccount: "openrouter-test" + ) + try await store.upsertProvider(provider) + + let fetchedAt = Date(timeIntervalSinceReferenceDate: 50_000) + let first = CloudProviderModelCatalogSnapshot( + providerID: provider.id, + models: [ + CloudProviderModel( + id: "example/first", + displayName: "First", + metadata: CloudProviderModelMetadata( + inputModalities: ["text", "image"], + outputModalities: ["text"], + contextLength: 131_072, + pricing: CloudProviderModelPricing( + prompt: Decimal(string: "0.00000015"), + completion: Decimal(string: "0.0000006") + ) + ) + ), + ], + fetchedAt: fetchedAt, + expiresAt: fetchedAt.addingTimeInterval(3_600) + ) + try await store.upsertModelCatalogSnapshot(first) + + let restoredFirst = try await store.listModelCatalogSnapshots() + XCTAssertEqual(restoredFirst, [first]) + + let replacement = CloudProviderModelCatalogSnapshot( + providerID: provider.id, + models: [CloudProviderModel(id: "example/replacement", displayName: "Replacement")], + fetchedAt: fetchedAt.addingTimeInterval(60), + expiresAt: fetchedAt.addingTimeInterval(7_200) + ) + try await store.upsertModelCatalogSnapshot(replacement) + let restoredReplacement = try await store.listModelCatalogSnapshots() + XCTAssertEqual(restoredReplacement, [replacement]) + + try await store.deleteProvider(id: provider.id) + let restoredAfterDelete = try await store.listModelCatalogSnapshots() + XCTAssertTrue(restoredAfterDelete.isEmpty) + } +} diff --git a/PinesTests/CoreSurfaceTests.swift b/PinesTests/CoreSurfaceTests.swift index 7dc8e5b..8916fad 100644 --- a/PinesTests/CoreSurfaceTests.swift +++ b/PinesTests/CoreSurfaceTests.swift @@ -698,7 +698,10 @@ final class CoreSurfaceTests: XCTestCase { XCTAssertTrue(appModel.contains("recordFirstCloudModelIfNeeded")) XCTAssertTrue(appModel.contains("replaceCloudModelCatalog")) XCTAssertTrue(appModel.contains("models.isEmpty ? nil : models")) - XCTAssertTrue(appModel.contains("var nextCatalog = cloudModelCatalog.filter")) + XCTAssertTrue(appModel.contains("var nextSnapshots = cloudModelCatalogSnapshots.filter")) + XCTAssertTrue(appModel.contains("hydrateCloudModelCatalogSnapshots")) + XCTAssertTrue(appModel.contains("snapshot.isFresh(at: now)")) + XCTAssertTrue(appModel.contains("cloud.model_catalog.persist")) XCTAssertTrue(appModel.contains("recordRecoverableIssue(\"cloud.model_catalog.refresh.\\(provider.id.rawValue)\"")) XCTAssertTrue(appModel.contains("func setCloudProviderEnabled")) XCTAssertTrue(chats.contains("No agent models")) diff --git a/Sources/PinesCore/Architecture/AppArchitecture.swift b/Sources/PinesCore/Architecture/AppArchitecture.swift index 24c0445..65101a0 100644 --- a/Sources/PinesCore/Architecture/AppArchitecture.swift +++ b/Sources/PinesCore/Architecture/AppArchitecture.swift @@ -561,6 +561,15 @@ public protocol CloudProviderRepository: Sendable { func observeProviders() -> AsyncStream<[CloudProviderConfiguration]> func upsertProvider(_ provider: CloudProviderConfiguration) async throws func deleteProvider(id: ProviderID) async throws + func listModelCatalogSnapshots() async throws -> [CloudProviderModelCatalogSnapshot] + func upsertModelCatalogSnapshot(_ snapshot: CloudProviderModelCatalogSnapshot) async throws + func deleteModelCatalogSnapshot(providerID: ProviderID) async throws +} + +public extension CloudProviderRepository { + func listModelCatalogSnapshots() async throws -> [CloudProviderModelCatalogSnapshot] { [] } + func upsertModelCatalogSnapshot(_ snapshot: CloudProviderModelCatalogSnapshot) async throws {} + func deleteModelCatalogSnapshot(providerID: ProviderID) async throws {} } public struct ProviderFileRecord: Identifiable, Hashable, Codable, Sendable { diff --git a/Sources/PinesCore/Cloud/CloudProvider.swift b/Sources/PinesCore/Cloud/CloudProvider.swift index 1e6e308..f4c0b54 100644 --- a/Sources/PinesCore/Cloud/CloudProvider.swift +++ b/Sources/PinesCore/Cloud/CloudProvider.swift @@ -113,6 +113,64 @@ public struct CloudProviderModelEligibilityReport: Hashable, Codable, Sendable { } } +public struct CloudProviderModelCatalogSnapshot: Hashable, Codable, Sendable { + public static let schemaVersion = 1 + public static let maximumModelCount = 128 + public static let defaultTimeToLive: TimeInterval = 6 * 60 * 60 + + public var providerID: ProviderID + public private(set) var models: [CloudProviderModel] + public var fetchedAt: Date + public var expiresAt: Date + public var version: Int + + public init( + providerID: ProviderID, + models: [CloudProviderModel], + fetchedAt: Date = Date(), + expiresAt: Date? = nil, + version: Int = Self.schemaVersion + ) { + self.providerID = providerID + self.models = Array(models.prefix(Self.maximumModelCount)) + self.fetchedAt = fetchedAt + let maximumExpiry = fetchedAt.addingTimeInterval(Self.defaultTimeToLive) + self.expiresAt = min(expiresAt ?? maximumExpiry, maximumExpiry) + self.version = version + } + + private enum CodingKeys: String, CodingKey { + case providerID + case models + case fetchedAt + case expiresAt + case version + } + + public init(from decoder: Decoder) throws { + let container = try decoder.container(keyedBy: CodingKeys.self) + self.init( + providerID: try container.decode(ProviderID.self, forKey: .providerID), + models: try container.decode([CloudProviderModel].self, forKey: .models), + fetchedAt: try container.decode(Date.self, forKey: .fetchedAt), + expiresAt: try container.decode(Date.self, forKey: .expiresAt), + version: try container.decode(Int.self, forKey: .version) + ) + } + + public func isFresh(at date: Date = Date()) -> Bool { + version == Self.schemaVersion + && !models.isEmpty + && fetchedAt <= date.addingTimeInterval(5 * 60) + && expiresAt > date + } + + public func model(id: ModelID, at date: Date = Date()) -> CloudProviderModel? { + guard isFresh(at: date) else { return nil } + return models.first { $0.id == id } + } +} + public struct CloudProviderModel: Identifiable, Hashable, Codable, Sendable { public var id: ModelID public var displayName: String diff --git a/Sources/PinesCore/Persistence/DatabaseSchema.swift b/Sources/PinesCore/Persistence/DatabaseSchema.swift index ee8cf3d..799a82c 100644 --- a/Sources/PinesCore/Persistence/DatabaseSchema.swift +++ b/Sources/PinesCore/Persistence/DatabaseSchema.swift @@ -13,7 +13,7 @@ public struct DatabaseMigration: Hashable, Codable, Sendable { } public enum PinesDatabaseSchema { - public static let currentVersion = 26 + public static let currentVersion = 27 /// Durable application tables that must survive plaintext-to-SQLCipher migration and must be /// cleared by a full local-data reset. Keep this catalog aligned with every non-FTS table @@ -28,6 +28,7 @@ public enum PinesDatabaseSchema { "audit_events", "app_settings", "cloud_providers", + "cloud_model_catalog_snapshots", "model_downloads", "sync_records", "chat_runs", @@ -1390,6 +1391,21 @@ public enum PinesDatabaseSchema { sql: [ "ALTER TABLE mcp_tools ADD COLUMN annotations_json TEXT;", ]), + DatabaseMigration( + version: 27, name: "cloud-model-catalog-snapshots", + sql: [ + """ + CREATE TABLE IF NOT EXISTS cloud_model_catalog_snapshots ( + provider_id TEXT PRIMARY KEY NOT NULL REFERENCES cloud_providers(id) ON DELETE CASCADE, + schema_version INTEGER NOT NULL, + models_json TEXT NOT NULL, + fetched_at REAL NOT NULL, + expires_at REAL NOT NULL, + updated_at REAL NOT NULL + ); + """, + "CREATE INDEX IF NOT EXISTS idx_cloud_model_catalog_expiry ON cloud_model_catalog_snapshots(expires_at ASC);", + ]), ] } diff --git a/Sources/PinesCoreTestRunner/main.swift b/Sources/PinesCoreTestRunner/main.swift index 315b246..3c9ecec 100644 --- a/Sources/PinesCoreTestRunner/main.swift +++ b/Sources/PinesCoreTestRunner/main.swift @@ -569,7 +569,9 @@ struct PinesCoreTestRunner { try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_dimensions_json"), "missing speculative evidence dimensions column") try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_telemetry_json"), "missing speculative telemetry column") try expect(sql.contains("ALTER TABLE turboquant_profile_evidence ADD COLUMN speculative_auto_disable_json"), "missing speculative auto-disable column") - try expectEqual(PinesDatabaseSchema.currentVersion, 26) + try expect(sql.contains("CREATE TABLE IF NOT EXISTS cloud_model_catalog_snapshots"), "missing cloud model catalog snapshot table") + try expect(sql.contains("expires_at REAL NOT NULL"), "cloud model catalog snapshots must expire") + try expectEqual(PinesDatabaseSchema.currentVersion, 27) let config = LocalStoreConfiguration(iCloudSyncEnabled: true) try expect(config.iCloudSyncEnabled, "iCloud should be enabled") diff --git a/Tests/PinesCoreTests/CloudProviderModelMetadataTests.swift b/Tests/PinesCoreTests/CloudProviderModelMetadataTests.swift index 6710898..5fe66a4 100644 --- a/Tests/PinesCoreTests/CloudProviderModelMetadataTests.swift +++ b/Tests/PinesCoreTests/CloudProviderModelMetadataTests.swift @@ -4,6 +4,55 @@ import Testing @Suite("Cloud provider model metadata") struct CloudProviderModelMetadataTests { + @Test + func catalogSnapshotBoundsModelsAndEnforcesFreshness() throws { + let fetchedAt = Date(timeIntervalSinceReferenceDate: 10_000) + let models = (0.. Date: Mon, 13 Jul 2026 03:17:54 +0200 Subject: [PATCH 80/80] Add OpenRouter server web search Add bounded router-hosted web search requests and persisted engine controls. Normalize citations and usage into source panels, hosted-tool timelines, and run receipts with request, parser, settings, and compatibility coverage. --- Pines/App/PinesAppModel.swift | 2 +- Pines/Cloud/BYOKCloudInferenceProvider.swift | 71 ++++++++- .../Chats/ChatOpenRouterReceiptView.swift | 8 + Pines/Views/Settings/SettingsDetailView.swift | 37 ++++- PinesTests/CoreSurfaceTests.swift | 2 + PinesTests/OpenRouterRoutingTests.swift | 123 ++++++++++++++- .../Cloud/CloudProviderStreamParser.swift | 145 +++++++++++++++++- .../Cloud/OpenRouterRunProvenance.swift | 4 + .../PinesCore/Inference/InferenceTypes.swift | 22 ++- Tests/PinesCoreTests/CoreContractTests.swift | 110 ++++++++++++- docs/STATUS.md | 2 +- docs/cloud-providers/openrouter-roadmap.md | 21 +-- docs/cloud-providers/openrouter.md | 45 +++--- 13 files changed, 539 insertions(+), 53 deletions(-) diff --git a/Pines/App/PinesAppModel.swift b/Pines/App/PinesAppModel.swift index 1aee796..0710ac4 100644 --- a/Pines/App/PinesAppModel.swift +++ b/Pines/App/PinesAppModel.swift @@ -3710,7 +3710,7 @@ final class PinesAppModel: ObservableObject { return [.off, .automatic, .required] } switch providerKind { - case .openAI, .anthropic: + case .openAI, .anthropic, .openRouter: return [.off, .automatic, .required] case .gemini: return [.off, .automatic] diff --git a/Pines/Cloud/BYOKCloudInferenceProvider.swift b/Pines/Cloud/BYOKCloudInferenceProvider.swift index 0b20171..1b7d280 100644 --- a/Pines/Cloud/BYOKCloudInferenceProvider.swift +++ b/Pines/Cloud/BYOKCloudInferenceProvider.swift @@ -391,9 +391,26 @@ struct BYOKCloudInferenceProvider: InferenceProvider { ).rawValue body["verbosity"] = chatRequest.sampling.openAITextVerbosity.rawValue } - if chatRequest.allowsTools, !chatRequest.availableTools.isEmpty { - body["tools"] = chatRequest.availableTools.map { Self.jsonSerializable($0.openAIFunctionToolObject()) } - body["tool_choice"] = "auto" + let functionTools = chatRequest.allowsTools + ? chatRequest.availableTools.map { Self.jsonSerializable($0.openAIFunctionToolObject()) } + : [] + let openRouterPreferences = chatRequest.openRouterOptions ?? OpenRouterProviderPreferences() + let openRouterWebSearchEnabled = configuration.kind == .openRouter + && chatRequest.sampling.cloudWebSearchMode != .off + let openRouterServerTools = openRouterWebSearchEnabled + ? [try Self.openRouterWebSearchToolObject( + options: chatRequest.webSearchOptions, + engine: openRouterPreferences.webSearchEngine + )] + : [] + let tools = functionTools + openRouterServerTools + if !tools.isEmpty { + body["tools"] = tools + if openRouterWebSearchEnabled, chatRequest.sampling.cloudWebSearchMode == .required { + body["tool_choice"] = ["type": "openrouter:web_search"] + } else { + body["tool_choice"] = "auto" + } body["parallel_tool_calls"] = false } if configuration.capabilities.structuredOutputs, @@ -402,12 +419,11 @@ struct BYOKCloudInferenceProvider: InferenceProvider { } if configuration.kind == .openRouter { request.setValue("enabled", forHTTPHeaderField: "X-OpenRouter-Metadata") - let preferences = chatRequest.openRouterOptions ?? OpenRouterProviderPreferences() - let requiresParameters = preferences.requireParameters - || (chatRequest.allowsTools && !chatRequest.availableTools.isEmpty) + let requiresParameters = openRouterPreferences.requireParameters + || !functionTools.isEmpty || chatRequest.structuredOutput != .text if let providerPreferences = Self.openRouterProviderObject( - preferences, + openRouterPreferences, requiresParameters: requiresParameters ) { body["provider"] = providerPreferences @@ -664,6 +680,45 @@ struct BYOKCloudInferenceProvider: InferenceProvider { return tool } + private static func openRouterWebSearchToolObject( + options: CloudWebSearchOptions?, + engine: OpenRouterWebSearchEngine + ) throws -> [String: Any] { + let resolvedOptions = options ?? CloudWebSearchOptions() + guard resolvedOptions.externalWebAccess else { + throw InferenceError.unsupportedCapability( + "OpenRouter server web search requires external web access." + ) + } + + var parameters: [String: Any] = [ + "engine": engine.rawValue, + "max_results": 5, + "max_total_results": 10, + "search_context_size": resolvedOptions.contextSize.rawValue, + ] + let allowedDomains = normalizedWebSearchDomains(resolvedOptions.allowedDomains) + .prefix(20) + .map { String($0.prefix(253)) } + let excludedDomains = normalizedWebSearchDomains(resolvedOptions.blockedDomains) + .prefix(20) + .map { String($0.prefix(253)) } + if !allowedDomains.isEmpty { + // OpenRouter's portable server-tool contract treats allow/exclude lists as + // mutually exclusive. An explicit allowlist is the stricter policy. + parameters["allowed_domains"] = allowedDomains + } else if !excludedDomains.isEmpty { + parameters["excluded_domains"] = excludedDomains + } + if let userLocation = webSearchUserLocationObject(from: resolvedOptions.userLocation) { + parameters["user_location"] = userLocation + } + return [ + "type": "openrouter:web_search", + "parameters": parameters, + ] + } + private static func openAITextFormatObject(from format: StructuredOutputFormat) -> [String: Any] { switch format { case .text: @@ -1183,7 +1238,7 @@ struct BYOKCloudInferenceProvider: InferenceProvider { private static func normalizedWebSearchString(_ value: String?) -> String? { let trimmed = (value ?? "").trimmingCharacters(in: .whitespacesAndNewlines) - return trimmed.isEmpty ? nil : trimmed + return trimmed.isEmpty ? nil : String(trimmed.prefix(256)) } private static func normalizedWebSearchDomains(_ domains: [String]) -> [String] { diff --git a/Pines/Views/Chats/ChatOpenRouterReceiptView.swift b/Pines/Views/Chats/ChatOpenRouterReceiptView.swift index ec8c8b4..d03409b 100644 --- a/Pines/Views/Chats/ChatOpenRouterReceiptView.swift +++ b/Pines/Views/Chats/ChatOpenRouterReceiptView.swift @@ -21,6 +21,9 @@ struct ChatOpenRouterReceiptView: View { if let usage = usageDetail { receiptRow("Usage", value: usage) } + if let search = searchDetail { + receiptRow("Search", value: search) + } if let cost = costDetail { receiptRow("Cost", value: cost) } @@ -120,6 +123,11 @@ struct ChatOpenRouterReceiptView: View { .nilIfEmpty } + private var searchDetail: String? { + guard let count = provenance.webSearchRequests, count > 0 else { return nil } + return count == 1 ? "1 server-tool request" : "\(count) server-tool requests" + } + private var costDetail: String? { guard let cost = provenance.costCredits else { return nil } var detail = "\(Self.formattedCredits(cost)) credits" diff --git a/Pines/Views/Settings/SettingsDetailView.swift b/Pines/Views/Settings/SettingsDetailView.swift index fc180b5..33cc842 100644 --- a/Pines/Views/Settings/SettingsDetailView.swift +++ b/Pines/Views/Settings/SettingsDetailView.swift @@ -807,6 +807,19 @@ struct SettingsDetailView: View { } .disabled(!settingsState.openRouterProviderPreferences.order.isEmpty) + Picker("Web search engine", selection: Binding( + get: { settingsState.openRouterProviderPreferences.webSearchEngine }, + set: { value in + var preferences = settingsState.openRouterProviderPreferences + preferences.webSearchEngine = value + settingsState.openRouterProviderPreferences = normalizedOpenRouterPreferences(preferences) + } + )) { + ForEach(OpenRouterWebSearchEngine.allCases, id: \.self) { engine in + Text(engine.settingsTitle).tag(engine) + } + } + TextField("Preferred order (anthropic, openai)", text: openRouterProviderListBinding(\.order)) .textInputAutocapitalization(.never) .autocorrectionDisabled() @@ -832,7 +845,7 @@ struct SettingsDetailView: View { )) Toggle("Require zero data retention", isOn: openRouterBoolBinding(\.zeroDataRetention)) - Text("Zero-data-retention and data-collection restrictions can reduce provider availability. Pines automatically requires parameter support whenever tools or structured output are requested.") + Text("Auto search prefers a provider's native search when available and otherwise uses OpenRouter's fallback. Other engines make that choice explicit. Zero-data-retention and data-collection restrictions can reduce provider availability. Pines automatically requires parameter support whenever client tools or structured output are requested.") .font(theme.typography.caption) .foregroundStyle(theme.colors.tertiaryText) .fixedSize(horizontal: false, vertical: true) @@ -899,7 +912,8 @@ struct SettingsDetailView: View { requireParameters: preferences.requireParameters, dataCollection: preferences.dataCollection, zeroDataRetention: preferences.zeroDataRetention, - sort: preferences.sort + sort: preferences.sort, + webSearchEngine: preferences.webSearchEngine ) } @@ -2106,6 +2120,25 @@ private extension OpenRouterProviderSort { } } +private extension OpenRouterWebSearchEngine { + var settingsTitle: String { + switch self { + case .automatic: + "Auto (native or fallback)" + case .native: + "Prefer provider-native" + case .exa: + "Exa" + case .firecrawl: + "Firecrawl (BYOK)" + case .parallel: + "Parallel" + case .perplexity: + "Perplexity" + } + } +} + private extension ProviderValidationStatus { var cloudStatus: PinesCloudStatus { switch self { diff --git a/PinesTests/CoreSurfaceTests.swift b/PinesTests/CoreSurfaceTests.swift index 8916fad..a4df4cc 100644 --- a/PinesTests/CoreSurfaceTests.swift +++ b/PinesTests/CoreSurfaceTests.swift @@ -679,6 +679,8 @@ final class CoreSurfaceTests: XCTestCase { XCTAssertTrue(settings.contains("beginProviderEditing(provider)")) XCTAssertTrue(settings.contains("cancelProviderEditing()")) XCTAssertTrue(settings.contains("OpenRouter routing and privacy")) + XCTAssertTrue(settings.contains("Web search engine")) + XCTAssertTrue(settings.contains("Auto (native or fallback)")) XCTAssertTrue(settings.contains("Require zero data retention")) XCTAssertTrue(settings.contains("Save routing policy")) XCTAssertTrue(settings.contains("pines.settings.openrouter.routing")) diff --git a/PinesTests/OpenRouterRoutingTests.swift b/PinesTests/OpenRouterRoutingTests.swift index 3c09c04..9a056a8 100644 --- a/PinesTests/OpenRouterRoutingTests.swift +++ b/PinesTests/OpenRouterRoutingTests.swift @@ -157,7 +157,8 @@ final class OpenRouterRoutingTests: XCTestCase { allowFallbacks: false, requireParameters: true, dataCollection: .deny, - zeroDataRetention: true + zeroDataRetention: true, + webSearchEngine: .parallel ) let request = ChatRequest( modelID: ModelID(rawValue: "openai/gpt-5-mini"), @@ -188,6 +189,7 @@ final class OpenRouterRoutingTests: XCTestCase { XCTAssertFalse(decoded.requireParameters) XCTAssertEqual(decoded.dataCollection, .allow) XCTAssertFalse(decoded.zeroDataRetention) + XCTAssertEqual(decoded.webSearchEngine, .automatic) } func testOpenRouterRequestCarriesTypedRoutingPolicyAndStructuredOutput() async throws { @@ -244,4 +246,123 @@ final class OpenRouterRoutingTests: XCTestCase { XCTAssertEqual(jsonSchema["name"] as? String, "answer") XCTAssertEqual(jsonSchema["strict"] as? Bool, true) } + + func testOpenRouterAutomaticWebSearchMergesWithClientToolsAndBoundsPolicy() async throws { + let provider = try makeOpenRouterProvider() + let clientTool = try AnyToolSpec( + name: "calendar.lookup", + description: "Look up a calendar entry.", + inputJSONSchema: .object([ + "type": .string("object"), + "properties": .object([:]), + ]) + ) + let request = ChatRequest( + modelID: "openai/gpt-5-mini", + messages: [ChatMessage(role: .user, content: "Find current release notes")], + sampling: ChatSampling(cloudWebSearchMode: .automatic), + webSearchOptions: CloudWebSearchOptions( + contextSize: .high, + userLocation: CloudWebSearchUserLocation( + city: "Berlin", + country: "DE", + timezone: "Europe/Berlin" + ), + allowedDomains: ["https://Swift.org/documentation", "swift.org"], + blockedDomains: ["example.net"] + ), + allowsTools: true, + availableTools: [clientTool], + openRouterOptions: OpenRouterProviderPreferences(webSearchEngine: .exa) + ) + + let urlRequest = try await provider.openAICompatibleRequest( + apiKey: "test-secret", + chatRequest: request + ) + let body = try requestBody(urlRequest) + let tools = try XCTUnwrap(body["tools"] as? [[String: Any]]) + let serverTool = try XCTUnwrap( + tools.first { ($0["type"] as? String) == "openrouter:web_search" } + ) + let parameters = try XCTUnwrap(serverTool["parameters"] as? [String: Any]) + let routing = try XCTUnwrap(body["provider"] as? [String: Any]) + + XCTAssertEqual(tools.count, 2) + XCTAssertTrue(tools.contains { ($0["type"] as? String) == "function" }) + XCTAssertEqual(body["tool_choice"] as? String, "auto") + XCTAssertEqual(body["parallel_tool_calls"] as? Bool, false) + XCTAssertEqual(parameters["engine"] as? String, "exa") + XCTAssertEqual(parameters["max_results"] as? Int, 5) + XCTAssertEqual(parameters["max_total_results"] as? Int, 10) + XCTAssertEqual(parameters["search_context_size"] as? String, "high") + XCTAssertEqual(parameters["allowed_domains"] as? [String], ["swift.org"]) + XCTAssertNil(parameters["excluded_domains"], "An allowlist must win over the less strict blocklist.") + XCTAssertEqual((parameters["user_location"] as? [String: Any])?["city"] as? String, "Berlin") + XCTAssertEqual(routing["require_parameters"] as? Bool, true) + } + + func testOpenRouterRequiredWebSearchForcesTheSpecificServerTool() async throws { + let provider = try makeOpenRouterProvider() + let request = ChatRequest( + modelID: "anthropic/claude-sonnet-4.6", + messages: [ChatMessage(role: .user, content: "What changed today?")], + sampling: ChatSampling(cloudWebSearchMode: .required), + webSearchOptions: CloudWebSearchOptions(blockedDomains: ["reddit.com"]), + openRouterOptions: OpenRouterProviderPreferences(webSearchEngine: .native) + ) + + let urlRequest = try await provider.openAICompatibleRequest( + apiKey: "test-secret", + chatRequest: request + ) + let body = try requestBody(urlRequest) + let tools = try XCTUnwrap(body["tools"] as? [[String: Any]]) + let parameters = try XCTUnwrap(tools.first?["parameters"] as? [String: Any]) + let toolChoice = try XCTUnwrap(body["tool_choice"] as? [String: Any]) + + XCTAssertEqual(tools.first?["type"] as? String, "openrouter:web_search") + XCTAssertEqual(parameters["engine"] as? String, "native") + XCTAssertEqual(parameters["excluded_domains"] as? [String], ["reddit.com"]) + XCTAssertEqual(toolChoice["type"] as? String, "openrouter:web_search") + XCTAssertNil(body["provider"], "Router-hosted search must not unnecessarily filter upstream routes.") + } + + func testOpenRouterWebSearchRejectsExternalAccessDisabledPolicy() async throws { + let provider = try makeOpenRouterProvider() + let request = ChatRequest( + modelID: "openai/gpt-5-mini", + messages: [ChatMessage(role: .user, content: "Search")], + sampling: ChatSampling(cloudWebSearchMode: .automatic), + webSearchOptions: CloudWebSearchOptions(externalWebAccess: false) + ) + + do { + _ = try await provider.openAICompatibleRequest(apiKey: "test-secret", chatRequest: request) + XCTFail("Expected external-web policy rejection.") + } catch let error as InferenceError { + guard case let .unsupportedCapability(message) = error else { + return XCTFail("Unexpected inference error: \(error)") + } + XCTAssertTrue(message.contains("requires external web access")) + } + } + + private func makeOpenRouterProvider() throws -> BYOKCloudInferenceProvider { + BYOKCloudInferenceProvider( + configuration: CloudProviderConfiguration( + id: "openrouter", + kind: .openRouter, + displayName: "OpenRouter", + baseURL: try XCTUnwrap(URL(string: "https://openrouter.ai/api/v1")), + keychainAccount: "openrouter" + ), + secretStore: InMemorySecretStore() + ) + } + + private func requestBody(_ request: URLRequest) throws -> [String: Any] { + let bodyData = try XCTUnwrap(request.httpBody) + return try XCTUnwrap(JSONSerialization.jsonObject(with: bodyData) as? [String: Any]) + } } diff --git a/Sources/PinesCore/Cloud/CloudProviderStreamParser.swift b/Sources/PinesCore/Cloud/CloudProviderStreamParser.swift index 177804f..de7df73 100644 --- a/Sources/PinesCore/Cloud/CloudProviderStreamParser.swift +++ b/Sources/PinesCore/Cloud/CloudProviderStreamParser.swift @@ -41,6 +41,7 @@ public enum CloudProviderMetadataKeys { public static let openRouterTotalTokens = "openrouter.usage.total_tokens" public static let openRouterCostCredits = "openrouter.usage.cost_credits" public static let openRouterUpstreamInferenceCost = "openrouter.usage.upstream_inference_cost" + public static let openRouterWebSearchRequests = "openrouter.usage.web_search_requests" public static let webSearchCitationsJSON = "pines.web_search.citations_json" public static let webSearchQueriesJSON = "pines.web_search.queries_json" public static let webSearchSuggestionsHTML = "pines.web_search.suggestions_html" @@ -1032,6 +1033,16 @@ public struct CloudProviderStreamState { metadata[CloudProviderMetadataKeys.webSearchCitationsJSON] = String(decoding: data, as: UTF8.self) } + private static func recordProviderCitations(_ citations: [ProviderCitation], into metadata: inout [String: String]) { + guard !citations.isEmpty else { return } + var combined = existingProviderCitations(from: metadata) + for citation in citations where !combined.contains(where: { $0.id == citation.id }) { + combined.append(citation) + } + guard let data = try? JSONEncoder().encode(Array(combined.prefix(64))) else { return } + metadata[CloudProviderMetadataKeys.providerCitationsJSON] = String(decoding: data, as: UTF8.self) + } + private static func recordSearchQueries(_ queries: [String], into metadata: inout [String: String]) { let cleanQueries = queries .map { $0.trimmingCharacters(in: .whitespacesAndNewlines) } @@ -1107,6 +1118,87 @@ public struct CloudProviderStreamState { } } + private static func openRouterAnnotationObjects(from chunk: [String: Any]) -> [[String: Any]] { + var annotations = chunk["annotations"] as? [[String: Any]] ?? [] + for choice in chunk["choices"] as? [[String: Any]] ?? [] { + annotations.append(contentsOf: choice["annotations"] as? [[String: Any]] ?? []) + for key in ["delta", "message"] { + let message = choice[key] as? [String: Any] + annotations.append(contentsOf: message?["annotations"] as? [[String: Any]] ?? []) + } + } + return Array(annotations.prefix(64)) + } + + private static func openRouterWebSearchCitations(from chunk: [String: Any]) -> [WebSearchCitation] { + openRouterAnnotationObjects(from: chunk).compactMap { annotation in + guard let citation = openRouterURLCitation(from: annotation) else { return nil } + return WebSearchCitation(title: citation.title, url: citation.url, source: "OpenRouter") + } + } + + private static func openRouterProviderCitations(from chunk: [String: Any]) -> [ProviderCitation] { + openRouterAnnotationObjects(from: chunk).compactMap { annotation in + guard let citation = openRouterURLCitation(from: annotation) else { return nil } + var id = "openrouter#\(citation.url)" + if let startOffset = citation.startOffset { id += "#\(startOffset)" } + if let endOffset = citation.endOffset { id += "#\(endOffset)" } + return ProviderCitation( + id: id, + providerKind: .openRouter, + sourceType: .web, + title: citation.title, + url: citation.url, + startOffset: citation.startOffset, + endOffset: citation.endOffset, + citedText: citation.content, + source: "OpenRouter", + raw: citation.raw + ) + } + } + + private static func openRouterURLCitation( + from annotation: [String: Any] + ) -> (url: String, title: String, content: String?, startOffset: Int?, endOffset: Int?, raw: JSONValue)? { + guard annotation["type"] as? String == "url_citation" else { return nil } + let value = annotation["url_citation"] as? [String: Any] ?? annotation + guard let rawURL = boundedNonEmptyString(value["url"], maximumLength: 2_048), + var components = URLComponents(string: rawURL), + let scheme = components.scheme?.lowercased(), + scheme == "https" || scheme == "http", + EndpointSecurityPolicy.isPublicWebHost(components.host) + else { return nil } + components.user = nil + components.password = nil + guard let url = components.url?.absoluteString else { return nil } + + let title = boundedNonEmptyString(value["title"], maximumLength: 512) ?? url + let content = boundedNonEmptyString(value["content"], maximumLength: 4_096) + let startOffset = boundedNonnegativeInt(value["start_index"]) + let endOffset = boundedNonnegativeInt(value["end_index"]) + var raw: [String: JSONValue] = [ + "type": .string("url_citation"), + "url": .string(url), + "title": .string(title), + ] + if let content { raw["content"] = .string(content) } + if let startOffset { raw["start_index"] = .number(Double(startOffset)) } + if let endOffset { raw["end_index"] = .number(Double(endOffset)) } + return (url, title, content, startOffset, endOffset, .object(raw)) + } + + private static func boundedNonEmptyString(_ value: Any?, maximumLength: Int) -> String? { + guard let value = value as? String else { return nil } + let trimmed = value.trimmingCharacters(in: .whitespacesAndNewlines) + return trimmed.isEmpty ? nil : String(trimmed.prefix(maximumLength)) + } + + private static func boundedNonnegativeInt(_ value: Any?) -> Int? { + guard let number = value as? NSNumber else { return nil } + return min(max(number.intValue, 0), 10_000_000) + } + private static func openAIWebSearchQueries(from response: [String: Any]) -> [String] { var queries = [String]() for item in response["output"] as? [[String: Any]] ?? [] where item["type"] as? String == "web_search_call" { @@ -1890,6 +1982,14 @@ public struct CloudProviderStreamState { let nativeFinishReason = Self.nonEmptyString(choice["native_finish_reason"]) { openAIProviderMetadata[CloudProviderMetadataKeys.openRouterNativeFinishReason] = nativeFinishReason } + Self.recordSearchCitations( + Self.openRouterWebSearchCitations(from: chunk), + into: &openAIProviderMetadata + ) + Self.recordProviderCitations( + Self.openRouterProviderCitations(from: chunk), + into: &openAIProviderMetadata + ) if let usage = chunk["usage"] as? [String: Any] { Self.recordJSON( @@ -1911,6 +2011,16 @@ public struct CloudProviderStreamState { if let isBYOK = usage["is_byok"] as? Bool { openAIProviderMetadata[CloudProviderMetadataKeys.openRouterIsBYOK] = String(isBYOK) } + if let serverToolUse = usage["server_tool_use"] as? [String: Any] { + let webSearchRequests = min( + max(Self.intValue(serverToolUse["web_search_requests"]), 0), + 10_000 + ) + openAIProviderMetadata[CloudProviderMetadataKeys.openRouterWebSearchRequests] = String(webSearchRequests) + if webSearchRequests > 0 { + recordOpenRouterWebSearchUsage(requestCount: webSearchRequests) + } + } } guard let routerMetadata = chunk["openrouter_metadata"] as? [String: Any] else { return } @@ -2176,6 +2286,33 @@ public struct CloudProviderStreamState { } } + private mutating func recordOpenRouterWebSearchUsage(requestCount: Int) { + let generationID = openAIProviderMetadata[CloudProviderMetadataKeys.openRouterGenerationID] + ?? openAIProviderMetadata[CloudProviderMetadataKeys.openAIChatCompletionID] + ?? "request" + let id = "openrouter-web-search-\(generationID)" + let summary: [String: Any] = [ + "id": id, + "type": "web_search_call", + "status": "completed", + "name": requestCount == 1 + ? "OpenRouter web search (1 request)" + : "OpenRouter web search (\(requestCount) requests)", + "action": [ + "type": "search", + "request_count": requestCount, + ], + ] + if let index = openAIHostedToolCalls.firstIndex(where: { ($0["id"] as? String) == id }) { + openAIHostedToolCalls[index] = summary + } else { + openAIHostedToolCalls = Array((openAIHostedToolCalls + [summary]).prefix(64)) + } + if let json = Self.jsonString(fromJSONObjectSummaries: openAIHostedToolCalls) { + openAIProviderMetadata[CloudProviderMetadataKeys.openAIHostedToolCallsJSON] = json + } + } + public mutating func recordOpenAIFileSearchResults(_ results: [[String: Any]]) { openAIFileSearchResults = Self.appendingJSONObjectSummaries(results, to: openAIFileSearchResults) if let json = Self.jsonString(fromJSONObjectSummaries: openAIFileSearchResults) { @@ -2325,13 +2462,7 @@ public struct CloudProviderStreamState { } public mutating func recordAnthropicCitations(from citations: [ProviderCitation]) { - guard !citations.isEmpty else { return } - var combined = Self.existingProviderCitations(from: anthropicProviderMetadata) - for citation in citations where !combined.contains(where: { $0.id == citation.id }) { - combined.append(citation) - } - guard let data = try? JSONEncoder().encode(Array(combined.prefix(64))) else { return } - anthropicProviderMetadata[CloudProviderMetadataKeys.providerCitationsJSON] = String(decoding: data, as: UTF8.self) + Self.recordProviderCitations(citations, into: &anthropicProviderMetadata) } public mutating func recordAnthropicCitationObjects(_ citations: [[String: Any]]) { diff --git a/Sources/PinesCore/Cloud/OpenRouterRunProvenance.swift b/Sources/PinesCore/Cloud/OpenRouterRunProvenance.swift index fb34ecc..473bbf9 100644 --- a/Sources/PinesCore/Cloud/OpenRouterRunProvenance.swift +++ b/Sources/PinesCore/Cloud/OpenRouterRunProvenance.swift @@ -29,6 +29,7 @@ public struct OpenRouterRunProvenance: Hashable, Sendable { public var totalTokens: Int? public var costCredits: Double? public var upstreamInferenceCost: Double? + public var webSearchRequests: Int? public var nativeFinishReason: String? public var serviceTier: String? public var routeAttempts: [RouteAttempt] @@ -58,6 +59,9 @@ public struct OpenRouterRunProvenance: Hashable, Sendable { upstreamInferenceCost = Self.nonnegativeDouble( metadata[CloudProviderMetadataKeys.openRouterUpstreamInferenceCost] ) + webSearchRequests = Self.nonnegativeInt( + metadata[CloudProviderMetadataKeys.openRouterWebSearchRequests] + ) nativeFinishReason = Self.clean(metadata[CloudProviderMetadataKeys.openRouterNativeFinishReason]) serviceTier = Self.clean(metadata[CloudProviderMetadataKeys.openRouterServiceTier]) routeAttempts = Self.routeAttempts(metadata[CloudProviderMetadataKeys.openRouterAttemptsJSON]) diff --git a/Sources/PinesCore/Inference/InferenceTypes.swift b/Sources/PinesCore/Inference/InferenceTypes.swift index 294c10c..f96437f 100644 --- a/Sources/PinesCore/Inference/InferenceTypes.swift +++ b/Sources/PinesCore/Inference/InferenceTypes.swift @@ -1417,6 +1417,15 @@ public enum OpenRouterProviderSort: String, Hashable, Codable, Sendable, CaseIte case latency } +public enum OpenRouterWebSearchEngine: String, Hashable, Codable, Sendable, CaseIterable { + case automatic = "auto" + case native + case exa + case firecrawl + case parallel + case perplexity +} + public struct OpenRouterProviderPreferences: Hashable, Codable, Sendable { public var order: [String] public var only: [String] @@ -1426,6 +1435,7 @@ public struct OpenRouterProviderPreferences: Hashable, Codable, Sendable { public var dataCollection: OpenRouterDataCollectionPolicy public var zeroDataRetention: Bool public var sort: OpenRouterProviderSort + public var webSearchEngine: OpenRouterWebSearchEngine public init( order: [String] = [], @@ -1435,7 +1445,8 @@ public struct OpenRouterProviderPreferences: Hashable, Codable, Sendable { requireParameters: Bool = false, dataCollection: OpenRouterDataCollectionPolicy = .allow, zeroDataRetention: Bool = false, - sort: OpenRouterProviderSort = .automatic + sort: OpenRouterProviderSort = .automatic, + webSearchEngine: OpenRouterWebSearchEngine = .automatic ) { let normalizedOrder = Self.normalizedProviderSlugs(order) let normalizedOnly = Self.normalizedProviderSlugs(only) @@ -1447,6 +1458,7 @@ public struct OpenRouterProviderPreferences: Hashable, Codable, Sendable { self.dataCollection = dataCollection self.zeroDataRetention = zeroDataRetention self.sort = normalizedOrder.isEmpty ? sort : .automatic + self.webSearchEngine = webSearchEngine } enum CodingKeys: String, CodingKey { @@ -1458,6 +1470,7 @@ public struct OpenRouterProviderPreferences: Hashable, Codable, Sendable { case dataCollection case zeroDataRetention case sort + case webSearchEngine } public init(from decoder: Decoder) throws { @@ -1473,7 +1486,11 @@ public struct OpenRouterProviderPreferences: Hashable, Codable, Sendable { forKey: .dataCollection ) ?? .allow, zeroDataRetention: try container.decodeIfPresent(Bool.self, forKey: .zeroDataRetention) ?? false, - sort: try container.decodeIfPresent(OpenRouterProviderSort.self, forKey: .sort) ?? .automatic + sort: try container.decodeIfPresent(OpenRouterProviderSort.self, forKey: .sort) ?? .automatic, + webSearchEngine: try container.decodeIfPresent( + OpenRouterWebSearchEngine.self, + forKey: .webSearchEngine + ) ?? .automatic ) } @@ -1486,6 +1503,7 @@ public struct OpenRouterProviderPreferences: Hashable, Codable, Sendable { && dataCollection == .allow && !zeroDataRetention && sort == .automatic + && webSearchEngine == .automatic } private static func normalizedProviderSlugs(_ values: [String]) -> [String] { diff --git a/Tests/PinesCoreTests/CoreContractTests.swift b/Tests/PinesCoreTests/CoreContractTests.swift index 320f0be..ec52cc0 100644 --- a/Tests/PinesCoreTests/CoreContractTests.swift +++ b/Tests/PinesCoreTests/CoreContractTests.swift @@ -1300,6 +1300,108 @@ struct CoreContractTests { #expect(provenance.isBYOK == false) } + @Test + func openRouterWebSearchCapturesNestedAnnotationsUsageAndHostedTimeline() throws { + var parser = CloudProviderStreamParser() + let answerPayload = #""" + { + "id": "gen-search-1", + "object": "chat.completion.chunk", + "model": "openai/gpt-5-mini", + "choices": [{ + "index": 0, + "delta": { + "content": "Current answer [1]", + "annotations": [ + { + "type": "url_citation", + "url_citation": { + "url": "https://example.com/news?item=1", + "title": "Example release", + "content": "Bounded source excerpt.", + "start_index": 15, + "end_index": 18 + } + }, + { + "type": "url_citation", + "url_citation": { + "url": "http://127.0.0.1/private", + "title": "Must not persist" + } + } + ] + }, + "finish_reason": "stop" + }] + } + """# + let receiptPayload = #""" + { + "id": "gen-search-1", + "object": "chat.completion.chunk", + "model": "openai/gpt-5-mini", + "choices": [], + "usage": { + "prompt_tokens": 30, + "completion_tokens": 8, + "total_tokens": 38, + "cost": 0.006, + "server_tool_use": { + "web_search_requests": 2, + "future_counter": 99 + } + } + } + """# + + let answer = parser.parse( + data: Data(answerPayload.utf8), + format: .chatCompletions, + providerKind: .openRouter + ) + _ = parser.parse( + data: Data(receiptPayload.utf8), + format: .chatCompletions, + providerKind: .openRouter + ) + let finish = parser.finalizedFinish( + answer.finish, + format: .chatCompletions, + providerKind: .openRouter, + modelID: "openai/gpt-5-mini", + usesOfficialOpenAIReasoningChat: false + ) + let metadata = finish.providerMetadata + let citationData = try #require( + metadata[CloudProviderMetadataKeys.webSearchCitationsJSON]?.data(using: .utf8) + ) + let citations = try JSONDecoder().decode([WebSearchCitation].self, from: citationData) + let providerCitations = metadata.providerCitations + let timeline = metadata.hostedToolAuditEntries + let provenance = try #require(OpenRouterRunProvenance(metadata: metadata)) + + #expect(answer.events.contains(.token(TokenDelta(kind: .token, text: "Current answer [1]", tokenCount: 1)))) + #expect(citations.count == 1) + #expect(citations.first?.title == "Example release") + #expect(citations.first?.source == "OpenRouter") + #expect(providerCitations.count == 1) + #expect(providerCitations.first?.providerKind == .openRouter) + #expect(providerCitations.first?.sourceType == .web) + #expect(providerCitations.first?.startOffset == 15) + #expect(providerCitations.first?.endOffset == 18) + #expect(providerCitations.first?.citedText == "Bounded source excerpt.") + #expect(metadata[CloudProviderMetadataKeys.openRouterWebSearchRequests] == "2") + #expect(metadata[CloudProviderMetadataKeys.openRouterUsageJSON]?.contains("web_search_requests") == true) + #expect(metadata[CloudProviderMetadataKeys.openRouterUsageJSON]?.contains("future_counter") == false) + #expect(timeline.count == 1) + #expect(timeline.first?.kind == .webSearch) + #expect(timeline.first?.status == .completed) + #expect(timeline.first?.name == "OpenRouter web search (2 requests)") + #expect(provenance.webSearchRequests == 2) + #expect(provenance.costCredits == 0.006) + } + @Test func openAICompatibleChunksDoNotMasqueradeAsOpenRouterReceipts() { var parser = CloudProviderStreamParser() @@ -2446,7 +2548,8 @@ struct CoreContractTests { requireParameters: true, dataCollection: .deny, zeroDataRetention: true, - sort: .throughput + sort: .throughput, + webSearchEngine: .exa ) ) #expect(clamped.cloudMaxCompletionTokens == AppSettingsSnapshot.minCompletionTokens) @@ -2463,6 +2566,7 @@ struct CoreContractTests { #expect(clamped.openRouterProviderPreferences.only == ["azure"]) #expect(clamped.openRouterProviderPreferences.ignore == ["deepinfra"]) #expect(clamped.openRouterProviderPreferences.sort == .automatic) + #expect(clamped.openRouterProviderPreferences.webSearchEngine == .exa) #expect(clamped.cloudAccessMode == .managedPro) #expect(clamped.proEntitlementStatus == .active) #expect(clamped.managedCloudConsent == .optedIn) @@ -2697,7 +2801,8 @@ struct CoreContractTests { order: ["anthropic", "openai"], allowFallbacks: false, dataCollection: .deny, - zeroDataRetention: true + zeroDataRetention: true, + webSearchEngine: .parallel ) ) @@ -2718,6 +2823,7 @@ struct CoreContractTests { #expect(rebuilt.openAIResponseOptions?.hostedTools.first?.vectorStoreIDs == ["vs_1"]) #expect(rebuilt.geminiOptions?.cachedContentName == "cachedContents/1") #expect(rebuilt.openRouterOptions == request.openRouterOptions) + #expect(rebuilt.openRouterOptions?.webSearchEngine == .parallel) #expect(rebuilt.webSearchOptions?.allowedDomains == ["example.com"]) #expect(rebuilt.vaultContextIDs == request.vaultContextIDs) } diff --git a/docs/STATUS.md b/docs/STATUS.md index 3c439d2..0e7e2f8 100644 --- a/docs/STATUS.md +++ b/docs/STATUS.md @@ -27,7 +27,7 @@ This repository is a working foundation for `pines`, not a signed App Store dist - Exact app-level pins to the maintained `RNT56/mlx-swift` and `RNT56/mlx-swift-lm` forks for TurboQuant and compatibility APIs. - Split MLX compatibility implementations for Llama 4 and DeepSeek V4 model families. - Hugging Face preflight and resumable model install/delete service. -- BYOK cloud streaming adapters for OpenAI-compatible, OpenRouter, Anthropic, and Gemini, including provider-specific stream metadata parsing. OpenRouter requests support persisted provider order/allow/deny/sort policy, fallback and supported-parameter enforcement, data-collection/ZDR constraints, routing-metadata opt-in, JSON object/schema response formats, terminal route/usage/cost receipts, and bounded model metadata for picker details, context packing, and fresh-only pre-spend capability rejection. Model catalogs hydrate from encrypted six-hour local snapshots while a network refresh runs. +- BYOK cloud streaming adapters for OpenAI-compatible, OpenRouter, Anthropic, and Gemini, including provider-specific stream metadata parsing. OpenRouter requests support persisted provider order/allow/deny/sort policy, fallback and supported-parameter enforcement, data-collection/ZDR constraints, routing-metadata opt-in, JSON object/schema response formats, beta server web search with engine selection and bounded policy, public-URL citation ingestion, terminal route/usage/search/cost receipts, and bounded model metadata for picker details, context packing, and fresh-only pre-spend capability rejection. Model catalogs hydrate from encrypted six-hour local snapshots while a network refresh runs. - Shared provider lifecycle records, repositories, previews, and the Artifacts workspace for provider-hosted files, artifacts, caches/vector stores, batches, model capabilities, live sessions, and research runs. - OpenAI provider lifecycle workflows for Files, vector stores, vector-store file batches, batches, Deep Research, realtime session records, generated image/video artifacts, speech, transcription, and translation artifacts. - Anthropic provider lifecycle workflows for Files, generated file download/import, prompt cache metrics, citations, thinking preservation, Message Batches, token counting, hosted tool metadata, and model capability rows. diff --git a/docs/cloud-providers/openrouter-roadmap.md b/docs/cloud-providers/openrouter-roadmap.md index eeda7a6..9693737 100644 --- a/docs/cloud-providers/openrouter-roadmap.md +++ b/docs/cloud-providers/openrouter-roadmap.md @@ -4,9 +4,9 @@ Last verified: 2026-07-13. Companion gap analysis: [openrouter.md](openrouter.md ## Current Implementation State -Pines now persists a normalized OpenRouter policy and applies it to Chat Completions requests. The shipped Settings controls cover explicit provider order, allow/deny lists, price/throughput/latency sorting, fallbacks, required-parameter enforcement, data-collection denial, and zero-data-retention eligibility. Tool and structured-output requests automatically require parameter support. JSON object/schema response formats are mapped to `response_format`, and requests opt in to OpenRouter routing metadata. The terminal stream chunk is finalized into a privacy-minimized chat receipt with resolved route/fallback, usage, BYOK, and cost data. +Pines now persists a normalized OpenRouter policy and applies it to Chat Completions requests. The shipped Settings controls cover explicit provider order, allow/deny lists, price/throughput/latency sorting, fallbacks, required-parameter enforcement, data-collection denial, zero-data-retention eligibility, and the preferred server web-search engine. Tool and structured-output requests automatically require parameter support. JSON object/schema response formats are mapped to `response_format`, requests opt in to OpenRouter routing metadata, and automatic/required web search maps to the beta `openrouter:web_search` server tool rather than deprecated plugin shortcuts. The terminal stream chunk is finalized into a privacy-minimized chat receipt with resolved route/fallback, usage, BYOK, cost, citations, and server-search request count. -This is a meaningful Phase 1/2/3/7 foundation, not production parity. Policy is currently global rather than per-thread/per-provider; max-price and quantization controls, endpoint-level model/provider eligibility, aggregate/reconciled accounting, server tools, reasoning controls, response healing, caching/transforms, and output media remain incomplete. +This is a meaningful Phase 1/2/3/4/7 foundation, not production parity. Policy is currently global rather than per-thread/per-provider; max-price and quantization controls, endpoint-level model/provider eligibility, aggregate/reconciled accounting, reasoning controls, response healing, caching/transforms, and output media remain incomplete. Phase 4 is contract-complete in Pines, but a live provider run still requires a user-configured OpenRouter key and a model/route that accepts the beta server tool. ## Product Goal @@ -126,20 +126,22 @@ Goal: Expose OpenRouter-hosted tools consistently. Todos: -- Add `openrouter:web_search` server tool support. -- Parse annotations/citations/source metadata. -- Add settings to choose OpenRouter search versus provider-native search when both exist. -- Track server tool usage and cost. -- Add server tool timeline rows and source panel. +- [x] Add `openrouter:web_search` server tool support for automatic and required search modes. +- [x] Parse nested/flat annotations into bounded public-URL citations and source metadata. +- [x] Add settings for automatic, provider-native, Exa, Firecrawl, Parallel, and Perplexity search-engine selection. +- [x] Track server web-search request count alongside OpenRouter's reported run cost. +- [x] Add server-tool timeline rows, source citations, and receipt details. Possible hiccups: +- OpenRouter currently labels server web search beta. - Server tool behavior differs from OpenAI/Anthropic/Gemini native search. - Search availability and pricing can vary by model/route. +- Pines bounds requests to five results per search and ten total results, rejects disabled external-web access, prefers an explicit allowlist over a blocklist, and persists only public HTTP(S) citation URLs. Production complete when: -- OpenRouter can provide source-backed web answers with citations and cost visibility. +- [x] OpenRouter can provide source-backed web answers with citations and cost visibility. Request, parser, settings, and receipt contracts are covered locally; live availability remains provider/model/route dependent. ## Phase 5: Reasoning, Caching, And Transforms @@ -189,7 +191,8 @@ Goal: Make OpenRouter cost transparent. Todos: - [x] Parse prompt/completion/total tokens, BYOK state, reported cost, and upstream inference cost. -- [ ] Parse reasoning, cached, media, and server-tool usage details. +- [ ] Parse reasoning, cached, and media usage details. +- [x] Parse server web-search request usage and show it in the run receipt/timeline. - [x] Store upstream provider, model, safe fallback route, and cost in metadata after the terminal stream chunk. - Add per-thread and per-provider spend summaries if product wants it. - [x] Add a progressively disclosed chat receipt for routed provider/cost metadata. diff --git a/docs/cloud-providers/openrouter.md b/docs/cloud-providers/openrouter.md index 41299a9..772b3ef 100644 --- a/docs/cloud-providers/openrouter.md +++ b/docs/cloud-providers/openrouter.md @@ -30,11 +30,13 @@ Primary sources: - OpenRouter routing-metadata opt-in through `X-OpenRouter-Metadata: enabled`. - Provider-neutral JSON object/schema requests mapped to Chat Completions `response_format`. - Automatic `require_parameters: true` for requests carrying tools or structured output, so routing cannot silently drop those required features. +- Beta `openrouter:web_search` server-tool requests for automatic and required web-search modes, with an explicit engine preference, bounded result/domain/location policy, and fail-closed external-web access. +- Nested or flat web-search annotations normalized into bounded public-URL citations, plus server-search request count in the hosted-tool timeline and OpenRouter receipt. - Terminal stream receipt parsing for resolved provider/model, routing strategy/region, selected endpoint, fallback attempts and statuses, native finish reason, service tier, prompt/completion/total tokens, BYOK state, reported cost, and upstream inference cost. - A collapsed OpenRouter receipt in each eligible assistant message, with route, fallback, usage, execution, cost, and generation details available on demand. - Privacy-minimized persistence: Pines stores allowlisted routing and usage fields while excluding arbitrary router pipeline/plugin additions from message metadata and CloudKit sync. -## High-Value Unsupported Or Partial Features +## High-Value Partial Or Unsupported Features ### 1. Route provenance and remaining routing controls @@ -50,19 +52,23 @@ Implementation notes: - Add `max_price`, quantization, and scoped override controls after model metadata is available. - Keep the receipt parser permissive for additive response changes while retaining the persisted allowlist. -### 2. OpenRouter server tools +### 2. OpenRouter server web search -Pines does not expose OpenRouter server tools such as `openrouter:web_search`. +Pines maps its provider-neutral automatic/required search modes to `openrouter:web_search`, can force that exact server tool when search is required, and lets users select automatic, provider-native, Exa, Firecrawl, Parallel, or Perplexity execution. It combines server search with client function tools, disables parallel tool calls for deterministic orchestration, and does not unnecessarily constrain upstream-provider routing merely because the router-hosted search tool is present. -Value: +Safety and receipt behavior: -- Model-callable real-time web search for any model, not just models with native search. +- External-web access must be enabled or request construction fails before network spend. +- Search results are bounded to five per search and ten total; domain lists are normalized, deduplicated, length-bounded, and capped at 20. +- When both domain policies are present, the stricter explicit allowlist wins because the portable server-tool contract treats allow/exclude lists as mutually exclusive. +- Citation ingestion accepts only public HTTP(S) destinations, strips credentials, bounds stored text, and rejects local/private addresses. +- OpenRouter's server-search request count and reported aggregate cost are surfaced in the existing progressively disclosed run details. -Implementation notes: +Current boundary: -- Add server tool definitions to OpenRouter `tools`. -- Parse tool calls/results and standardized annotations. -- Prefer the server tool over deprecated web plugin shortcuts. +- The OpenRouter API labels server web search beta, and availability/pricing remain model/route dependent. +- Pines uses the current server-tool contract rather than the deprecated web-search plugin or `:online` shortcut. +- Request, parsing, settings, and UI contracts are tested locally. A live end-to-end provider call requires the user's configured OpenRouter key and incurs provider charges. ### 3. Structured-output reliability and response healing @@ -95,7 +101,7 @@ Implementation notes: ### 5. Detailed usage accounting and aggregate spend -Pines parses and displays prompt/completion/total tokens, reported cost, upstream inference cost, and BYOK state per run. Cached/reasoning/media/server-tool detail, thread/provider rollups, and reconciliation through the generation accounting endpoint remain incomplete. +Pines parses and displays prompt/completion/total tokens, reported cost, upstream inference cost, BYOK state, and server web-search request count per run. Cached/reasoning/media detail, thread/provider rollups, and reconciliation through the generation accounting endpoint remain incomplete. Value: @@ -103,7 +109,7 @@ Value: Implementation notes: -- Add cached, reasoning, media, and server-tool usage fields as product surfaces consume them. +- Add cached, reasoning, and media usage fields as product surfaces consume them. - Add optional thread/provider spend summaries and generation-endpoint reconciliation without turning Pines into an account-management client. ### 6. Prompt caching and sticky routing @@ -174,19 +180,18 @@ Implementation notes: ## Suggested Priority -1. Server web search tool and citations. -2. Endpoint-level provider availability and metadata freshness. -3. OpenRouter reasoning controls and detailed reasoning/cache usage. -4. Response healing for eligible non-streaming structured requests. -5. Max-price/quantization and scoped routing overrides. -6. Aggregate/reconciled spend reporting. -7. Prompt caching/transforms. -8. Additional output modalities and upstream BYOK routing. +1. Endpoint-level provider availability and metadata freshness. +2. OpenRouter reasoning controls and detailed reasoning/cache usage. +3. Response healing for eligible non-streaming structured requests. +4. Max-price/quantization and scoped routing overrides. +5. Aggregate/reconciled spend reporting. +6. Prompt caching/transforms. +7. Additional output modalities and upstream BYOK routing. ## Decisions And Open Questions - Decision: OpenRouter has dedicated typed routing/privacy UI rather than raw JSON or generic OpenAI-compatible behavior. - Decision: Pines requires parameter support automatically for tools and structured output. - Decision: per-run cost accounting and upstream route provenance share one privacy-minimized, progressively disclosed chat receipt. +- Decision: provider-neutral web-search modes use OpenRouter's server tool when OpenRouter is selected; the engine preference decides automatic/provider-native/third-party execution without routing through Pines' Brave tool. - Open: which routing controls should be per-thread overrides rather than provider defaults? -- Open: should OpenRouter server web search replace Pines-native or provider-native web search when selected?