diff --git a/Formula/omlx.rb b/Formula/omlx.rb index 45d48e6f2..38099af38 100644 --- a/Formula/omlx.rb +++ b/Formula/omlx.rb @@ -1,8 +1,8 @@ class Omlx < Formula desc "LLM inference server optimized for Apple Silicon" homepage "https://github.com/jundot/omlx" - url "https://github.com/jundot/omlx/archive/refs/tags/v0.3.5.tar.gz" - sha256 "d40f7b13a35e944f0c00fd9005e6667bd2b8be083f6cce3396f97a733fe22876" + url "https://github.com/jundot/omlx/archive/refs/tags/v0.3.6.tar.gz" + sha256 "61135fcc60ca7f9b2a9da3d6c06646963a374f9173918d484916933636ab058b" license "Apache-2.0" head "https://github.com/jundot/omlx.git", branch: "main" diff --git a/conftest.py b/conftest.py new file mode 100644 index 000000000..82f0b5ab8 --- /dev/null +++ b/conftest.py @@ -0,0 +1,55 @@ +# SPDX-License-Identifier: Apache-2.0 +""" +Root conftest.py — mock Apple-Silicon-only dependencies so that unit tests +for pure-Python modules (e.g. omlx.mcp.*) can run on Linux CI runners. +""" + +import sys +import types +from unittest.mock import MagicMock + + +def _mock_mlx() -> None: + """Insert MagicMock stubs for mlx and mlx_lm before any imports occur.""" + if "mlx.core" in sys.modules: + # Already importable (macOS with MLX installed) — nothing to do. + try: + import mlx.core # noqa: F401 + return + except ImportError: + pass + + # Build a minimal package tree that satisfies all sub-module imports + # encountered in omlx/scheduler.py and friends. + for pkg_name in ("mlx", "mlx_lm", "mlx_embeddings", "mlx_vlm"): + pkg = types.ModuleType(pkg_name) + pkg.__path__ = [] # mark as package + sys.modules[pkg_name] = pkg + + # Attach commonly referenced sub-modules + _submodules = [ + "mlx.core", + "mlx.nn", + "mlx.nn.layers", + "mlx.optimizers", + "mlx.utils", + "mlx_lm.generate", + "mlx_lm.utils", + "mlx_lm.models", + "mlx_lm.models.base", + "mlx_lm.models.cache", + "mlx_lm.sample_utils", + "mlx_lm.tokenizer_utils", + "mlx_embeddings.core", + "mlx_vlm.utils", + ] + for name in _submodules: + if name not in sys.modules: + sys.modules[name] = MagicMock() + + # Make mlx.core attributes look real enough for isinstance checks + mx = sys.modules["mlx.core"] + mx.array = MagicMock # type: ignore[attr-defined] + + +_mock_mlx() diff --git a/mcp.example.json b/mcp.example.json index 76c326ef5..f6731cfef 100644 --- a/mcp.example.json +++ b/mcp.example.json @@ -19,6 +19,30 @@ "url": "http://localhost:3001/sse", "enabled": false, "timeout": 60 + }, + "notion": { + "_comment": "Notion remote MCP — uses OAuth 2.1 with Dynamic Client Registration (no client_id needed). Run: omlx mcp login notion", + "transport": "streamable-http", + "url": "https://mcp.notion.com/mcp", + "enabled": false, + "timeout": 60, + "auth": { + "type": "oauth2" + } + }, + "notion-oauth-app": { + "_comment": "Notion public OAuth app — for developers with a registered OAuth application (client_id required)", + "transport": "streamable-http", + "url": "https://mcp.notion.com/mcp", + "enabled": false, + "timeout": 60, + "auth": { + "type": "oauth2", + "client_id": "YOUR_NOTION_OAUTH_CLIENT_ID", + "auth_url": "https://api.notion.com/v1/oauth/authorize", + "token_url": "https://api.notion.com/v1/oauth/token", + "scopes": ["read_content", "update_content"] + } } }, "max_tool_calls": 10, diff --git a/omlx/_version.py b/omlx/_version.py index a8d4557d2..d7b30e121 100644 --- a/omlx/_version.py +++ b/omlx/_version.py @@ -1 +1 @@ -__version__ = "0.3.5" +__version__ = "0.3.6" diff --git a/omlx/adapter/gemma4.py b/omlx/adapter/gemma4.py index 17c173332..aa2faee96 100644 --- a/omlx/adapter/gemma4.py +++ b/omlx/adapter/gemma4.py @@ -205,14 +205,15 @@ def extract_gemma4_messages( i += 1 if tool_responses: - processed.append( - { - "role": "assistant", - "content": "", - "tool_responses": tool_responses, - _PRESERVE_BOUNDARY_KEY: True, - } - ) + # Attach tool_responses to the SAME assistant message that + # has tool_calls. The Gemma 4 chat template checks for + # tool_responses on the current message (lines 261-267) + # BEFORE falling back to a forward-scan for role='tool' + # messages (lines 268-302). Putting them on a separate + # assistant message causes both paths to miss, producing a + # corrupt bare <|tool_response> tag and making the model + # loop on the same tool call. + out_msg["tool_responses"] = tool_responses continue # All other roles (user, system) diff --git a/omlx/admin/accuracy_benchmark.py b/omlx/admin/accuracy_benchmark.py index 755fca07e..74eb7fcd2 100644 --- a/omlx/admin/accuracy_benchmark.py +++ b/omlx/admin/accuracy_benchmark.py @@ -33,9 +33,10 @@ _engine_pool_ref: Any = None VALID_BENCHMARKS = [ - "mmlu", "kmmlu", "cmmlu", "jmmlu", + "mmlu", "mmlu_pro", "kmmlu", "cmmlu", "jmmlu", "hellaswag", "truthfulqa", "arc_challenge", "winogrande", - "gsm8k", "humaneval", "mbpp", "livecodebench", + "gsm8k", "mathqa", "humaneval", "mbpp", "livecodebench", + "bbq", "safetybench", ] @@ -440,6 +441,7 @@ async def on_progress(current: int, total: int) -> None: "predicted": qr.predicted, "question": qr.question_text, "raw_response": qr.raw_response, + "category": qr.category, "time_s": round(qr.time_seconds, 3), } for qr in result.question_results diff --git a/omlx/admin/i18n/en.json b/omlx/admin/i18n/en.json index 8b3b79a53..ec91f89e1 100644 --- a/omlx/admin/i18n/en.json +++ b/omlx/admin/i18n/en.json @@ -196,6 +196,8 @@ "models.oq.cancel_tooltip": "Cancel quantization", "models.oq.remove_tooltip": "Remove from list", "models.oq.advanced_settings": "Advanced Settings", + "models.oq.dtype_label": "Non-quant weight dtype", + "models.oq.dtype_help": "float16 gives ~20% faster prefill on M1/M2 Apple Silicon (native fp16). bfloat16 is safer on M3/M4 and for numerical stability. Output name appends '-fp16' when float16 is selected.", "models.uploader.section_label": "Hub Upload", "models.uploader.heading": "Upload oQ Models", "models.uploader.description": "Upload your locally quantized oQ models to HuggingFace Hub.", @@ -428,6 +430,26 @@ "modal.model_settings.cancel": "Cancel", "modal.model_settings.save": "Save", "modal.model_settings.saving": "Saving...", + "modal.model_settings.profiles.section_label": "Profiles", + "modal.model_settings.profiles.templates_row": "Templates (global)", + "modal.model_settings.profiles.profiles_row": "Profiles (this model)", + "modal.model_settings.profiles.new_template": "+ New template", + "modal.model_settings.profiles.new_profile": "+ New profile", + "modal.model_settings.profiles.name_label": "Name", + "modal.model_settings.profiles.name_placeholder": "ID e.g. coding-v1", + "modal.model_settings.profiles.display_name_label": "Display name", + "modal.model_settings.profiles.description_label": "Description (optional)", + "modal.model_settings.profiles.also_as_template": "Also save as global template", + "modal.model_settings.profiles.save": "Save", + "modal.model_settings.profiles.cancel": "Cancel", + "modal.model_settings.profiles.update_from_form": "Update to current form values", + "modal.model_settings.profiles.resync_template": "Re-sync from template", + "modal.model_settings.profiles.delete": "Delete", + "modal.model_settings.profiles.delete_confirm": "Delete this profile?", + "modal.model_settings.profiles.drift_hint": "Form has unsaved changes vs. profile", + "modal.model_settings.profiles.custom_label": "custom", + "modal.model_settings.profiles.invalid_name": "Name must be lowercase letters, digits, underscore, or dash (1-32 chars)", + "models.list.profile_chip": "Profile", "logs.section_label": "Logs", "logs.heading": "Server Logs", "logs.description": "View real-time server logs with auto-refresh.", @@ -589,6 +611,8 @@ "chat.error.invalid_image_type": "Please select an image file", "chat.error.image_too_large": "Image size must be less than 10MB", "chat.error.image_load_failed": "Failed to load image. Please try again.", + "chat.tools_enabled": "Tools enabled", + "chat.tools_disabled": "Tools disabled", "js.error.required_fields": "Required fields cannot be empty: {fields}", "js.error.api_key_min_length": "API key must be at least 4 characters", "js.error.api_key_no_whitespace": "API key must not contain whitespace", diff --git a/omlx/admin/i18n/ja.json b/omlx/admin/i18n/ja.json index d2f10f22c..ead13beea 100644 --- a/omlx/admin/i18n/ja.json +++ b/omlx/admin/i18n/ja.json @@ -196,6 +196,8 @@ "models.oq.cancel_tooltip": "量子化をキャンセル", "models.oq.remove_tooltip": "リストから削除", "models.oq.advanced_settings": "詳細設定", + "models.oq.dtype_label": "Non-quant weight dtype", + "models.oq.dtype_help": "float16 gives ~20% faster prefill on M1/M2 Apple Silicon (native fp16). bfloat16 is safer on M3/M4 and for numerical stability. Output name appends '-fp16' when float16 is selected.", "models.uploader.section_label": "Hub Upload", "models.uploader.heading": "Upload oQ Models", "models.uploader.description": "Upload your locally quantized oQ models to HuggingFace Hub.", @@ -428,6 +430,26 @@ "modal.model_settings.cancel": "キャンセル", "modal.model_settings.save": "保存", "modal.model_settings.saving": "保存中...", + "modal.model_settings.profiles.section_label": "プロファイル", + "modal.model_settings.profiles.templates_row": "テンプレート（グローバル）", + "modal.model_settings.profiles.profiles_row": "プロファイル（このモデル）", + "modal.model_settings.profiles.new_template": "+ 新規テンプレート", + "modal.model_settings.profiles.new_profile": "+ 新規プロファイル", + "modal.model_settings.profiles.name_label": "名前", + "modal.model_settings.profiles.name_placeholder": "ID 例: coding-v1", + "modal.model_settings.profiles.display_name_label": "表示名", + "modal.model_settings.profiles.description_label": "説明（任意）", + "modal.model_settings.profiles.also_as_template": "グローバルテンプレートとしても保存", + "modal.model_settings.profiles.save": "保存", + "modal.model_settings.profiles.cancel": "キャンセル", + "modal.model_settings.profiles.update_from_form": "現在のフォーム値で更新", + "modal.model_settings.profiles.resync_template": "テンプレートから再同期", + "modal.model_settings.profiles.delete": "削除", + "modal.model_settings.profiles.delete_confirm": "このプロファイルを削除しますか？", + "modal.model_settings.profiles.drift_hint": "フォームにプロファイルと異なる未保存の変更があります", + "modal.model_settings.profiles.custom_label": "カスタム", + "modal.model_settings.profiles.invalid_name": "名前は小文字・数字・アンダースコア・ハイフンのみ（1-32 文字）", + "models.list.profile_chip": "プロファイル", "logs.section_label": "ログ", "logs.heading": "サーバーログ", "logs.description": "自動更新でリアルタイムのサーバーログを確認します。", diff --git a/omlx/admin/i18n/ko.json b/omlx/admin/i18n/ko.json index f4326ee5f..26265e415 100644 --- a/omlx/admin/i18n/ko.json +++ b/omlx/admin/i18n/ko.json @@ -196,6 +196,8 @@ "models.oq.cancel_tooltip": "양자화 취소", "models.oq.remove_tooltip": "목록에서 제거", "models.oq.advanced_settings": "고급 설정", + "models.oq.dtype_label": "Non-quant weight dtype", + "models.oq.dtype_help": "float16 gives ~20% faster prefill on M1/M2 Apple Silicon (native fp16). bfloat16 is safer on M3/M4 and for numerical stability. Output name appends '-fp16' when float16 is selected.", "models.uploader.section_label": "Hub Upload", "models.uploader.heading": "Upload oQ Models", "models.uploader.description": "Upload your locally quantized oQ models to HuggingFace Hub.", @@ -428,6 +430,26 @@ "modal.model_settings.cancel": "취소", "modal.model_settings.save": "저장", "modal.model_settings.saving": "저장 중...", + "modal.model_settings.profiles.section_label": "프로필", + "modal.model_settings.profiles.templates_row": "템플릿 (전역)", + "modal.model_settings.profiles.profiles_row": "프로필 (이 모델)", + "modal.model_settings.profiles.new_template": "+ 새 템플릿", + "modal.model_settings.profiles.new_profile": "+ 새 프로필", + "modal.model_settings.profiles.name_label": "이름", + "modal.model_settings.profiles.name_placeholder": "ID 예: coding-v1", + "modal.model_settings.profiles.display_name_label": "표시 이름", + "modal.model_settings.profiles.description_label": "설명 (선택)", + "modal.model_settings.profiles.also_as_template": "전역 템플릿으로도 저장", + "modal.model_settings.profiles.save": "저장", + "modal.model_settings.profiles.cancel": "취소", + "modal.model_settings.profiles.update_from_form": "현재 폼 값으로 업데이트", + "modal.model_settings.profiles.resync_template": "템플릿에서 다시 동기화", + "modal.model_settings.profiles.delete": "삭제", + "modal.model_settings.profiles.delete_confirm": "이 프로필을 삭제하시겠습니까?", + "modal.model_settings.profiles.drift_hint": "폼에 프로필과 다른 저장되지 않은 변경사항이 있습니다", + "modal.model_settings.profiles.custom_label": "사용자 지정", + "modal.model_settings.profiles.invalid_name": "이름은 소문자, 숫자, 밑줄, 하이픈만 허용 (1-32자)", + "models.list.profile_chip": "프로필", "logs.section_label": "로그", "logs.heading": "서버 로그", "logs.description": "실시간 서버 로그를 자동 새로고침으로 확인합니다.", diff --git a/omlx/admin/i18n/zh-TW.json b/omlx/admin/i18n/zh-TW.json index 7911283f3..bc1494091 100644 --- a/omlx/admin/i18n/zh-TW.json +++ b/omlx/admin/i18n/zh-TW.json @@ -196,6 +196,8 @@ "models.oq.cancel_tooltip": "取消量化", "models.oq.remove_tooltip": "從列表中移除", "models.oq.advanced_settings": "進階設定", + "models.oq.dtype_label": "Non-quant weight dtype", + "models.oq.dtype_help": "float16 gives ~20% faster prefill on M1/M2 Apple Silicon (native fp16). bfloat16 is safer on M3/M4 and for numerical stability. Output name appends '-fp16' when float16 is selected.", "models.uploader.section_label": "Hub Upload", "models.uploader.heading": "Upload oQ Models", "models.uploader.description": "Upload your locally quantized oQ models to HuggingFace Hub.", @@ -428,6 +430,26 @@ "modal.model_settings.cancel": "取消", "modal.model_settings.save": "儲存", "modal.model_settings.saving": "儲存中...", + "modal.model_settings.profiles.section_label": "設定檔", + "modal.model_settings.profiles.templates_row": "範本（全域）", + "modal.model_settings.profiles.profiles_row": "設定檔（目前模型）", + "modal.model_settings.profiles.new_template": "+ 新增範本", + "modal.model_settings.profiles.new_profile": "+ 新增設定檔", + "modal.model_settings.profiles.name_label": "名稱", + "modal.model_settings.profiles.name_placeholder": "ID，例如 coding-v1", + "modal.model_settings.profiles.display_name_label": "顯示名稱", + "modal.model_settings.profiles.description_label": "說明（選填）", + "modal.model_settings.profiles.also_as_template": "同時儲存為全域範本", + "modal.model_settings.profiles.save": "儲存", + "modal.model_settings.profiles.cancel": "取消", + "modal.model_settings.profiles.update_from_form": "更新為目前表單值", + "modal.model_settings.profiles.resync_template": "從範本重新同步", + "modal.model_settings.profiles.delete": "刪除", + "modal.model_settings.profiles.delete_confirm": "刪除此設定檔？", + "modal.model_settings.profiles.drift_hint": "表單相對設定檔有未儲存的變動", + "modal.model_settings.profiles.custom_label": "自訂", + "modal.model_settings.profiles.invalid_name": "名稱僅允許小寫字母、數字、底線、連字號（1-32 字元）", + "models.list.profile_chip": "設定檔", "logs.section_label": "日誌", "logs.heading": "伺服器 Logs", "logs.description": "檢視即時伺服器 Logs，支援自動重新整理。", diff --git a/omlx/admin/i18n/zh.json b/omlx/admin/i18n/zh.json index 66356782e..748cb0956 100644 --- a/omlx/admin/i18n/zh.json +++ b/omlx/admin/i18n/zh.json @@ -196,6 +196,8 @@ "models.oq.cancel_tooltip": "取消量化", "models.oq.remove_tooltip": "从列表中移除", "models.oq.advanced_settings": "高级设置", + "models.oq.dtype_label": "Non-quant weight dtype", + "models.oq.dtype_help": "float16 gives ~20% faster prefill on M1/M2 Apple Silicon (native fp16). bfloat16 is safer on M3/M4 and for numerical stability. Output name appends '-fp16' when float16 is selected.", "models.uploader.section_label": "Hub Upload", "models.uploader.heading": "Upload oQ Models", "models.uploader.description": "Upload your locally quantized oQ models to HuggingFace Hub.", @@ -428,6 +430,26 @@ "modal.model_settings.cancel": "取消", "modal.model_settings.save": "保存", "modal.model_settings.saving": "保存中...", + "modal.model_settings.profiles.section_label": "配置档", + "modal.model_settings.profiles.templates_row": "模板（全局）", + "modal.model_settings.profiles.profiles_row": "配置档（当前模型）", + "modal.model_settings.profiles.new_template": "+ 新建模板", + "modal.model_settings.profiles.new_profile": "+ 新建配置档", + "modal.model_settings.profiles.name_label": "名称", + "modal.model_settings.profiles.name_placeholder": "ID，例如 coding-v1", + "modal.model_settings.profiles.display_name_label": "显示名", + "modal.model_settings.profiles.description_label": "描述（可选）", + "modal.model_settings.profiles.also_as_template": "同时保存为全局模板", + "modal.model_settings.profiles.save": "保存", + "modal.model_settings.profiles.cancel": "取消", + "modal.model_settings.profiles.update_from_form": "更新为当前表单值", + "modal.model_settings.profiles.resync_template": "从模板重新同步", + "modal.model_settings.profiles.delete": "删除", + "modal.model_settings.profiles.delete_confirm": "删除此配置档？", + "modal.model_settings.profiles.drift_hint": "表单相对配置档有未保存的改动", + "modal.model_settings.profiles.custom_label": "自定义", + "modal.model_settings.profiles.invalid_name": "名称仅允许小写字母、数字、下划线、短横线（1-32 字符）", + "models.list.profile_chip": "配置档", "logs.section_label": "日志", "logs.heading": "服务器日志", "logs.description": "查看实时服务器日志，支持自动刷新。", diff --git a/omlx/admin/oq_manager.py b/omlx/admin/oq_manager.py index 355e02573..fcf6ebfc9 100644 --- a/omlx/admin/oq_manager.py +++ b/omlx/admin/oq_manager.py @@ -73,6 +73,7 @@ class QuantTask: group_size: int = 64 sensitivity_model_path: str = "" text_only: bool = False + dtype: str = "bfloat16" def to_dict(self) -> dict: """Serialize task to JSON-compatible dict.""" @@ -92,6 +93,7 @@ def to_dict(self) -> dict: "completed_at": self.completed_at, "source_size": self.source_size, "output_size": self.output_size, + "dtype": self.dtype, } @@ -219,12 +221,15 @@ async def start_quantization( group_size: int = 64, sensitivity_model_path: str = "", text_only: bool = False, + dtype: str = "bfloat16", ) -> QuantTask: """Start a quantization job. Args: model_path: Path to source model directory. oq_level: oQ level (2, 3, 4, 6, or 8). + dtype: Target fp dtype for non-quantized weights and quant + scales/biases. "bfloat16" (default) or "float16". Returns: The created QuantTask. @@ -232,19 +237,23 @@ async def start_quantization( Raises: ValueError: On invalid inputs or output conflict. """ - from ..oq import OQ_LEVELS, resolve_output_name + from ..oq import OQ_DTYPES, OQ_LEVELS, resolve_output_name if oq_level not in OQ_LEVELS: raise ValueError( f"Invalid oQ level {oq_level}. Must be one of {sorted(OQ_LEVELS)}" ) + if dtype not in OQ_DTYPES: + raise ValueError( + f"Invalid dtype {dtype!r}. Must be one of {OQ_DTYPES}" + ) source = Path(model_path) if not source.exists() or not (source / "config.json").exists(): raise ValueError(f"Model not found: {model_path}") model_name = source.name - output_name = resolve_output_name(model_name, oq_level) + output_name = resolve_output_name(model_name, oq_level, dtype) output_path = self._output_dir / output_name if output_path.exists(): @@ -253,16 +262,17 @@ async def start_quantization( "Delete it first via the Manager tab." ) - # Check for duplicate active tasks + # Check for duplicate active tasks (same level + dtype combo) for task in self._tasks.values(): if ( task.model_path == model_path and task.oq_level == oq_level + and task.dtype == dtype and task.status in _ACTIVE_STATUSES ): raise ValueError( f"Quantization for '{model_name}' at oQ{oq_level:g} " - "is already in progress" + f"({dtype}) is already in progress" ) source_size = sum( @@ -283,6 +293,7 @@ async def start_quantization( group_size=group_size, sensitivity_model_path=sensitivity_model_path, text_only=text_only, + dtype=dtype, ) self._tasks[task_id] = task @@ -438,6 +449,7 @@ def _progress_cb(phase: str, pct: float) -> None: None, # target_bpw None, # hard_cap_bpw task.sensitivity_model_path, + task.dtype, ) if task_id in self._cancelled: diff --git a/omlx/admin/routes.py b/omlx/admin/routes.py index e697c3aa0..374a7b005 100644 --- a/omlx/admin/routes.py +++ b/omlx/admin/routes.py @@ -25,7 +25,7 @@ from fastapi import APIRouter, Depends, HTTPException, Request, Response from fastapi.responses import FileResponse, HTMLResponse, JSONResponse, RedirectResponse from fastapi.templating import Jinja2Templates -from pydantic import BaseModel +from pydantic import BaseModel, Field from .auth import ( REMEMBER_ME_MAX_AGE, @@ -127,6 +127,42 @@ class ModelSettingsRequest(BaseModel): is_default: Optional[bool] = None +class CreateProfileRequest(BaseModel): + """Request body for creating a per-model profile.""" + name: str + display_name: str + description: Optional[str] = None + settings: Dict[str, Any] = Field(default_factory=dict) + also_save_as_template: bool = False + source_template: Optional[str] = None + + +class UpdateProfileRequest(BaseModel): + """Request body for updating/renaming a per-model profile.""" + new_name: Optional[str] = None + display_name: Optional[str] = None + description: Optional[str] = None + settings: Optional[Dict[str, Any]] = None + source_template: Optional[str] = None + also_save_as_template: bool = False + + +class CreateTemplateRequest(BaseModel): + """Request body for creating a global template.""" + name: str + display_name: str + description: Optional[str] = None + settings: Dict[str, Any] = Field(default_factory=dict) + + +class UpdateTemplateRequest(BaseModel): + """Request body for updating/renaming a global template.""" + new_name: Optional[str] = None + display_name: Optional[str] = None + description: Optional[str] = None + settings: Optional[Dict[str, Any]] = None + + class GlobalSettingsRequest(BaseModel): """Request model for updating global server settings.""" @@ -236,6 +272,7 @@ class OQStartRequest(BaseModel): group_size: int = 64 sensitivity_model_path: str = "" text_only: bool = False + dtype: str = "bfloat16" class HFUploadRequest(BaseModel): @@ -1347,6 +1384,7 @@ async def list_models(is_admin: bool = Depends(require_admin)): "model_type": model_info.get("model_type", "llm"), "config_model_type": model_info.get("config_model_type", ""), "thinking_default": model_info.get("thinking_default"), + "preserve_thinking_default": model_info.get("preserve_thinking_default"), "last_access": model_info.get("last_access"), } @@ -1386,6 +1424,7 @@ async def list_models(is_admin: bool = Depends(require_admin)): "is_default": settings.is_default, "display_name": settings.display_name, "description": settings.description, + "active_profile_name": settings.active_profile_name, } models.append(model_data) @@ -1621,6 +1660,22 @@ async def update_model_settings( if request.is_default and server_state: server_state.default_model = model_id + # If an active profile was set, clear it when the user's save diverges + # from the profile's stored values. + if current_settings.active_profile_name: + profile = settings_manager.get_profile( + model_id, current_settings.active_profile_name + ) + if profile is None: + current_settings.active_profile_name = None + else: + profile_settings = profile.get("settings", {}) or {} + candidate = current_settings.to_dict() + for key, expected in profile_settings.items(): + if candidate.get(key) != expected: + current_settings.active_profile_name = None + break + # Persist settings settings_manager.set_settings(model_id, current_settings) @@ -1650,6 +1705,221 @@ async def update_model_settings( } +# ============================================================================= +# Profile & Template endpoints +# ============================================================================= + + +def _require_settings_manager(): + mgr = _get_settings_manager() + if mgr is None: + raise HTTPException(status_code=503, detail="Server not initialized") + return mgr + + +def _require_model(model_id: str): + pool = _get_engine_pool() + if pool is None: + raise HTTPException(status_code=503, detail="Engine pool not initialized") + entry = pool.get_entry(model_id) + if entry is None: + raise HTTPException(status_code=404, detail=f"Model not found: {model_id}") + return entry + + +@router.get("/api/models/{model_id}/profiles") +async def list_model_profiles( + model_id: str, + is_admin: bool = Depends(require_admin), +): + mgr = _require_settings_manager() + _require_model(model_id) + return {"profiles": mgr.list_profiles(model_id)} + + +@router.post("/api/models/{model_id}/profiles") +async def create_model_profile( + model_id: str, + request: CreateProfileRequest, + is_admin: bool = Depends(require_admin), +): + from ..model_profiles import InvalidProfileNameError, filter_universal_fields + + mgr = _require_settings_manager() + _require_model(model_id) + try: + profile = mgr.save_profile( + model_id=model_id, + name=request.name, + display_name=request.display_name, + description=request.description, + settings=request.settings or {}, + source_template=request.source_template, + ) + except InvalidProfileNameError as e: + raise HTTPException(status_code=400, detail=str(e)) + except ValueError as e: + raise HTTPException(status_code=409, detail=str(e)) + + if request.also_save_as_template: + try: + mgr.upsert_template( + name=request.name, + display_name=request.display_name, + description=request.description, + settings=filter_universal_fields(request.settings or {}), + ) + except InvalidProfileNameError as e: + raise HTTPException(status_code=400, detail=str(e)) + return {"profile": profile} + + +@router.put("/api/models/{model_id}/profiles/{name}") +async def update_model_profile( + model_id: str, + name: str, + request: UpdateProfileRequest, + is_admin: bool = Depends(require_admin), +): + from ..model_profiles import InvalidProfileNameError, filter_universal_fields + + mgr = _require_settings_manager() + _require_model(model_id) + try: + updated = mgr.update_profile( + model_id=model_id, + name=name, + new_name=request.new_name, + display_name=request.display_name, + description=request.description, + settings=request.settings, + source_template=request.source_template, + ) + except InvalidProfileNameError as e: + raise HTTPException(status_code=400, detail=str(e)) + except ValueError as e: + raise HTTPException(status_code=409, detail=str(e)) + if updated is None: + raise HTTPException(status_code=404, detail=f"Profile not found: {name}") + + if request.also_save_as_template and request.settings is not None: + try: + mgr.upsert_template( + name=updated["name"], + display_name=updated["display_name"], + description=updated.get("description"), + settings=filter_universal_fields(request.settings), + ) + except InvalidProfileNameError as e: + raise HTTPException(status_code=400, detail=str(e)) + return {"profile": updated} + + +@router.delete("/api/models/{model_id}/profiles/{name}") +async def delete_model_profile( + model_id: str, + name: str, + is_admin: bool = Depends(require_admin), +): + mgr = _require_settings_manager() + _require_model(model_id) + if not mgr.delete_profile(model_id, name): + raise HTTPException(status_code=404, detail=f"Profile not found: {name}") + return {"deleted": True, "name": name} + + +@router.post("/api/models/{model_id}/profiles/{name}/apply") +async def apply_model_profile( + model_id: str, + name: str, + is_admin: bool = Depends(require_admin), +): + mgr = _require_settings_manager() + _require_model(model_id) + applied = mgr.apply_profile(model_id, name) + if applied is None: + raise HTTPException(status_code=404, detail=f"Profile not found: {name}") + return {"model_id": model_id, "settings": applied.to_dict()} + + +@router.get("/api/profile-fields") +async def get_profile_fields(is_admin: bool = Depends(require_admin)): + from ..model_profiles import ( + UNIVERSAL_PROFILE_FIELDS, + MODEL_SPECIFIC_PROFILE_FIELDS, + ) + + return { + "universal": list(UNIVERSAL_PROFILE_FIELDS), + "model_specific": list(MODEL_SPECIFIC_PROFILE_FIELDS), + } + + +@router.get("/api/profile-templates") +async def list_templates(is_admin: bool = Depends(require_admin)): + mgr = _require_settings_manager() + return {"templates": mgr.list_templates()} + + +@router.post("/api/profile-templates") +async def create_template( + request: CreateTemplateRequest, + is_admin: bool = Depends(require_admin), +): + from ..model_profiles import InvalidProfileNameError + + mgr = _require_settings_manager() + try: + tmpl = mgr.save_template( + name=request.name, + display_name=request.display_name, + description=request.description, + settings=request.settings or {}, + ) + except InvalidProfileNameError as e: + raise HTTPException(status_code=400, detail=str(e)) + except ValueError as e: + raise HTTPException(status_code=409, detail=str(e)) + return {"template": tmpl} + + +@router.put("/api/profile-templates/{name}") +async def update_template( + name: str, + request: UpdateTemplateRequest, + is_admin: bool = Depends(require_admin), +): + from ..model_profiles import InvalidProfileNameError + + mgr = _require_settings_manager() + try: + updated = mgr.update_template( + name=name, + new_name=request.new_name, + display_name=request.display_name, + description=request.description, + settings=request.settings, + ) + except InvalidProfileNameError as e: + raise HTTPException(status_code=400, detail=str(e)) + except ValueError as e: + raise HTTPException(status_code=409, detail=str(e)) + if updated is None: + raise HTTPException(status_code=404, detail=f"Template not found: {name}") + return {"template": updated} + + +@router.delete("/api/profile-templates/{name}") +async def delete_template( + name: str, + is_admin: bool = Depends(require_admin), +): + mgr = _require_settings_manager() + if not mgr.delete_template(name): + raise HTTPException(status_code=404, detail=f"Template not found: {name}") + return {"deleted": True, "name": name} + + @router.get("/api/models/{model_id}/generation_config") async def get_generation_config( model_id: str, @@ -4130,6 +4400,11 @@ async def start_oq_quantization( status_code=400, detail="Invalid oQ level. Must be 2, 3, 4, 5, 6, or 8", ) + if request.dtype not in ("bfloat16", "float16"): + raise HTTPException( + status_code=400, + detail="Invalid dtype. Must be 'bfloat16' or 'float16'", + ) try: task = await _oq_manager.start_quantization( model_path=request.model_path, @@ -4137,6 +4412,7 @@ async def start_oq_quantization( group_size=request.group_size, sensitivity_model_path=request.sensitivity_model_path, text_only=request.text_only, + dtype=request.dtype, ) return {"success": True, "task": task.to_dict()} except ValueError as e: @@ -4288,3 +4564,389 @@ async def remove_upload_task( status_code=404, detail="Task not found or still active" ) return {"success": True} + + +# ============================================================================= +# MCP Server Management Routes +# ============================================================================= + +# In-memory store for pending OAuth PKCE sessions, keyed by state parameter +_mcp_oauth_sessions: Dict[str, Dict] = {} + + +def _get_mcp_config_path() -> Optional[Path]: + """Return the MCP config file path currently in use (or None).""" + from ..mcp.config import _find_config_file + try: + return _find_config_file() + except Exception: + return None + + +def _read_mcp_config_file() -> Optional[Dict]: + """Read and parse the MCP config JSON file.""" + path = _get_mcp_config_path() + if path is None: + return None + try: + return json.loads(Path(path).read_text()) + except Exception: + return None + + +def _write_mcp_config_file(config_data: Dict) -> Path: + """Write config_data to the MCP config file, creating it if needed.""" + path = _get_mcp_config_path() + if path is None: + path = Path("./mcp.json") + Path(path).write_text(json.dumps(config_data, indent=2)) + return path + + +def _mcp_oauth_result_html(success: bool, message: str) -> str: + icon = "✓" if success else "✗" + color = "#16a34a" if success else "#dc2626" + bg = "#f0fdf4" if success else "#fef2f2" + js_success = "true" if success else "false" + return f""" + + +oMLX – MCP Authentication + + + +
+
{icon}
+

{'Authentication Complete' if success else 'Authentication Failed'}

+

{message}

+
+ + +""" + + +@router.get("/api/mcp/servers") +async def get_mcp_servers(is_admin: bool = Depends(require_admin)): + """List all configured MCP servers with connection status and auth info.""" + from ..server import _server_state + from ..mcp.oauth import MCPOAuthManager + + if _server_state.mcp_manager is None: + return {"servers": [], "config_path": None, "available": False} + + oauth_manager = MCPOAuthManager() + statuses = _server_state.mcp_manager.get_server_status() + + result = [] + for status in statuses: + info = status.to_dict() + cfg = _server_state.mcp_manager.config.servers.get(status.name) + if cfg: + info["enabled"] = cfg.enabled + info["has_auth"] = cfg.auth is not None + if cfg.auth: + info["auth_info"] = oauth_manager.get_token_info(status.name) + # Include tool list for connected servers + client = _server_state.mcp_manager._clients.get(status.name) + if client and client.tools: + info["tools"] = [ + { + "name": t.name, + "description": t.description, + "param_count": len((t.input_schema or {}).get("properties", {})), + } + for t in client.tools + ] + else: + info["tools"] = [] + result.append(info) + + config_path = _get_mcp_config_path() + return { + "servers": result, + "config_path": str(config_path) if config_path else None, + "available": True, + "max_tool_calls": _server_state.mcp_manager.config.max_tool_calls, + } + + +@router.post("/api/mcp/servers/{name}/reconnect") +async def reconnect_mcp_server(name: str, is_admin: bool = Depends(require_admin)): + """Reconnect a specific MCP server.""" + from ..server import _server_state + if _server_state.mcp_manager is None: + raise HTTPException(status_code=503, detail="MCP not initialized") + await _server_state.mcp_manager.reconnect(name) + return {"success": True} + + +@router.post("/api/mcp/servers/{name}/authenticate") +async def start_mcp_authenticate(name: str, request: Request, is_admin: bool = Depends(require_admin)): + """Start an OAuth PKCE flow for the given MCP server. + + Returns ``{auth_url}`` that the client should open in a new browser window. + When the OAuth provider redirects back to the callback URL the token is + stored and the popup notifies the opener via postMessage. + """ + from ..server import _server_state + from ..mcp.oauth import ( + _discover_oauth_metadata, + _generate_code_challenge, + _generate_code_verifier, + _register_dynamic_client, + ) + from urllib.parse import urlencode + + if _server_state.mcp_manager is None: + raise HTTPException(status_code=503, detail="MCP not initialized") + + cfg = _server_state.mcp_manager.config.servers.get(name) + if cfg is None: + raise HTTPException(status_code=404, detail=f"Server '{name}' not found") + if cfg.auth is None: + raise HTTPException(status_code=400, detail=f"Server '{name}' has no OAuth configuration") + + auth_config = cfg.auth + auth_url = auth_config.auth_url + token_url = auth_config.token_url + client_id = auth_config.client_id + registered_client_id: Optional[str] = None + + base_url = str(request.base_url).rstrip("/") + redirect_uri = f"{base_url}/admin/api/mcp/oauth/callback" + + if not auth_url or not token_url or not client_id: + if not cfg.url: + raise HTTPException( + status_code=400, + detail="Server has no URL for OAuth metadata discovery. " + "Set auth_url, token_url, and client_id explicitly.", + ) + try: + metadata = await _discover_oauth_metadata(cfg.url) + except Exception as exc: + raise HTTPException(status_code=502, detail=f"OAuth discovery failed: {exc}") + if not auth_url: + auth_url = metadata.get("authorization_endpoint", "") + if not token_url: + token_url = metadata.get("token_endpoint", "") + if not client_id: + # Reuse a previously registered client_id if available (avoid redundant DCR) + from ..mcp.token_store import TokenStore + existing_token = TokenStore(cfg.auth.token_store if cfg.auth else None).load(name) + if existing_token and existing_token.registered_client_id: + client_id = existing_token.registered_client_id + registered_client_id = client_id + else: + reg_endpoint = metadata.get("registration_endpoint") + if not reg_endpoint: + raise HTTPException( + status_code=400, + detail="OAuth server does not advertise a registration_endpoint. " + "Set client_id explicitly in the server auth config.", + ) + try: + client_id = await _register_dynamic_client(reg_endpoint, redirect_uri) + registered_client_id = client_id + except Exception as exc: + raise HTTPException(status_code=502, detail=f"Dynamic Client Registration failed: {exc}") + + code_verifier = _generate_code_verifier() + code_challenge = _generate_code_challenge(code_verifier) + state = secrets.token_urlsafe(16) + + params: Dict[str, str] = { + "response_type": "code", + "client_id": client_id, + "redirect_uri": redirect_uri, + "code_challenge": code_challenge, + "code_challenge_method": "S256", + "state": state, + } + if auth_config.scopes: + params["scope"] = " ".join(auth_config.scopes) + if auth_config.audience: + params["audience"] = auth_config.audience + + _mcp_oauth_sessions[state] = { + "server_name": name, + "code_verifier": code_verifier, + "redirect_uri": redirect_uri, + "token_url": token_url, + "client_id": client_id, + "registered_client_id": registered_client_id, + "created_at": time.time(), + } + + return {"auth_url": f"{auth_url}?{urlencode(params)}"} + + +@router.get("/api/mcp/oauth/callback", response_class=HTMLResponse) +async def mcp_oauth_callback( + request: Request, + code: Optional[str] = None, + state: Optional[str] = None, + error: Optional[str] = None, + error_description: Optional[str] = None, +): + """Public OAuth callback endpoint — no session auth required. + + The OAuth provider redirects the user's browser here after authorization. + """ + import httpx + from ..mcp.token_store import TokenData, TokenStore + + if error: + desc = f" — {error_description}" if error_description else "" + return HTMLResponse(_mcp_oauth_result_html(False, f"OAuth error: {error}{desc}")) + + if not code or not state: + return HTMLResponse(_mcp_oauth_result_html(False, "Missing authorization code or state parameter.")) + + session = _mcp_oauth_sessions.pop(state, None) + if session is None: + return HTMLResponse(_mcp_oauth_result_html(False, "Invalid or expired OAuth session. Please try again.")) + + if time.time() - session["created_at"] > 600: + return HTMLResponse(_mcp_oauth_result_html(False, "OAuth session expired (>10 min). Please try again.")) + + try: + payload = { + "grant_type": "authorization_code", + "client_id": session["client_id"], + "code": code, + "redirect_uri": session["redirect_uri"], + "code_verifier": session["code_verifier"], + } + async with httpx.AsyncClient() as client: + resp = await client.post( + session["token_url"], + data=payload, + headers={"Content-Type": "application/x-www-form-urlencoded"}, + timeout=30.0, + ) + resp.raise_for_status() + token_resp = resp.json() + + expires_in = token_resp.get("expires_in") + token = TokenData( + access_token=token_resp["access_token"], + token_type=token_resp.get("token_type", "Bearer"), + refresh_token=token_resp.get("refresh_token"), + expires_at=(time.time() + expires_in) if expires_in is not None else None, + scope=token_resp.get("scope"), + ) + if session.get("registered_client_id"): + token.registered_client_id = session["registered_client_id"] + if session.get("token_url"): + token.token_url = session["token_url"] + + TokenStore().save(session["server_name"], token) + logger.info("MCP OAuth complete for server '%s'", session["server_name"]) + + from ..server import _server_state + if _server_state.mcp_manager is not None: + asyncio.create_task(_server_state.mcp_manager.reconnect(session["server_name"])) + + return HTMLResponse(_mcp_oauth_result_html(True, "Authenticated successfully. You may close this window.")) + except Exception as exc: + logger.error("MCP OAuth token exchange failed: %s", exc) + return HTMLResponse(_mcp_oauth_result_html(False, f"Token exchange failed: {exc}")) + + +@router.post("/api/mcp/servers/{name}/logout") +async def logout_mcp_server(name: str, is_admin: bool = Depends(require_admin)): + """Remove stored OAuth tokens for the given MCP server.""" + from ..mcp.token_store import TokenStore + TokenStore().delete(name) + return {"success": True} + + +@router.get("/api/mcp/config") +async def get_mcp_config_route(is_admin: bool = Depends(require_admin)): + """Return the raw MCP config JSON and its file path.""" + config_data = _read_mcp_config_file() + path = _get_mcp_config_path() + if config_data is None: + config_data = {"servers": {}, "max_tool_calls": 10, "default_timeout": 30.0} + return {"config": config_data, "path": str(path) if path else None} + + +@router.post("/api/mcp/config") +async def save_mcp_config_route(request: Request, is_admin: bool = Depends(require_admin)): + """Validate and persist the MCP config JSON to disk.""" + from ..mcp.config import validate_config + body = await request.json() + config_data = body.get("config") + if config_data is None: + raise HTTPException(status_code=400, detail="Missing 'config' field") + try: + validate_config(config_data) + except Exception as exc: + raise HTTPException(status_code=400, detail=f"Invalid config: {exc}") + try: + path = _write_mcp_config_file(config_data) + except Exception as exc: + raise HTTPException(status_code=500, detail=f"Could not write config: {exc}") + return {"success": True, "path": str(path)} + + +@router.post("/api/mcp/reload") +async def reload_mcp_config(is_admin: bool = Depends(require_admin)): + """Stop the current MCP manager, reload config from disk, and restart. + + This lets config changes (new servers, edited URLs, etc.) take effect + without restarting the whole server process. + """ + from ..server import _server_state + from ..mcp import MCPClientManager, ToolExecutor, load_mcp_config + + config_path = _get_mcp_config_path() + if config_path is None: + raise HTTPException(status_code=404, detail="No MCP config file found") + + try: + new_config = load_mcp_config(config_path) + except Exception as exc: + raise HTTPException(status_code=400, detail=f"Invalid config: {exc}") + + # Stop old manager gracefully + if _server_state.mcp_manager is not None: + try: + await _server_state.mcp_manager.stop() + except Exception: + pass + _server_state.mcp_manager = None + _server_state.mcp_executor = None + + # Start fresh + try: + _server_state.mcp_manager = MCPClientManager(new_config) + await _server_state.mcp_manager.start() + _server_state.mcp_executor = ToolExecutor(_server_state.mcp_manager) + except Exception as exc: + logger.error("MCP reload failed: %s", exc) + raise HTTPException(status_code=500, detail=f"Failed to start MCP: {exc}") + + tool_count = len(_server_state.mcp_manager.get_all_tools()) + server_count = len(new_config.servers) + logger.info("MCP config reloaded: %d servers, %d tools", server_count, tool_count) + return {"success": True, "servers": server_count, "tools": tool_count} diff --git a/omlx/admin/static/css/dashboard.css b/omlx/admin/static/css/dashboard.css index 2737c8bda..7ba06cc3b 100644 --- a/omlx/admin/static/css/dashboard.css +++ b/omlx/admin/static/css/dashboard.css @@ -230,3 +230,19 @@ .model-card-content hr { border: none; border-top: 1px solid #e5e5e5; margin: 0.75rem 0; } .model-card-content img { max-width: 100%; border-radius: 0.5rem; margin: 0.5rem 0; } .model-card-content h1:first-child { margin-top: 0; } + + /* === MCP tool description markdown === */ + .mcp-tool-desc { font-size: 0.6875rem; line-height: 1.55; color: #737373; } + .mcp-tool-desc p { margin: 0.2rem 0; } + .mcp-tool-desc p:first-child { margin-top: 0; } + .mcp-tool-desc p:last-child { margin-bottom: 0; } + .mcp-tool-desc ul, .mcp-tool-desc ol { padding-left: 1rem; margin: 0.2rem 0; } + .mcp-tool-desc li { margin: 0.1rem 0; } + .mcp-tool-desc code { font-size: 0.6875rem; background: #f5f5f5; padding: 0.1rem 0.3rem; border-radius: 0.2rem; color: #404040; } + .mcp-tool-desc pre { background: #f5f5f5; border-radius: 0.375rem; padding: 0.4rem 0.6rem; overflow-x: auto; margin: 0.25rem 0; } + .mcp-tool-desc pre code { background: none; padding: 0; } + .mcp-tool-desc strong { color: #525252; font-weight: 600; } + .mcp-tool-desc a { color: #2563eb; text-decoration: none; } + .mcp-tool-desc a:hover { text-decoration: underline; } + .mcp-tool-desc h1, .mcp-tool-desc h2, .mcp-tool-desc h3 { font-size: 0.75rem; font-weight: 600; color: #404040; margin: 0.3rem 0 0.15rem; } + .mcp-tool-desc-clamp { display: -webkit-box; -webkit-line-clamp: 3; -webkit-box-orient: vertical; overflow: hidden; } diff --git a/omlx/admin/static/css/tailwind.css b/omlx/admin/static/css/tailwind.css index 63fa78d17..9e354e37e 100644 --- a/omlx/admin/static/css/tailwind.css +++ 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var(--tw-shadow-color);box-shadow:var(--tw-ring-offset-shadow,0 0 #0000),var(--tw-ring-shadow,0 0 #0000),var(--tw-shadow)}.\[\&\>option\]\:text-neutral-900>option{--tw-text-opacity:1;color:rgb(23 23 23/var(--tw-text-opacity,1))} \ No newline at end of file diff --git a/omlx/admin/static/js/dashboard.js b/omlx/admin/static/js/dashboard.js index 956927e95..bc14b2b68 100644 --- a/omlx/admin/static/js/dashboard.js +++ b/omlx/admin/static/js/dashboard.js @@ -5,7 +5,7 @@ const DSA_MODEL_TYPES = new Set([ 'deepseek_v32', 'glm_moe_dsa', ]); - const DASHBOARD_MAIN_TABS = new Set(['status', 'settings', 'models', 'logs', 'bench']); + const DASHBOARD_MAIN_TABS = new Set(['status', 'settings', 'models', 'logs', 'bench', 'mcp']); const DASHBOARD_SETTINGS_TABS = new Set(['global', 'models']); const DASHBOARD_MODELS_TABS = new Set(['manager', 'downloader', 'quantizer', 'uploader']); const DASHBOARD_BENCH_TABS = new Set(['throughput', 'accuracy']); @@ -108,6 +108,23 @@ loadingGenDefaults: false, reasoningParsers: [], + // Profile / template state + profiles: [], // per-model profiles for selectedModel + templates: [], // global templates + profileFields: { universal: [], model_specific: [] }, // loaded from /api/profile-fields + activeProfileName: null, // currently-active profile for the form + profilesDrift: false, // true if form values differ from active profile + _applySeq: 0, // monotonic counter for apply race guard + profileError: '', + showNewProfileForm: false, + newProfile: { name: '', display_name: '', description: '', also_as_template: false }, + showNewTemplateForm: false, + newTemplate: { name: '', display_name: '', description: '' }, + editingProfile: null, // profile name being edited inline + editingTemplate: null, // template name being edited inline + profileDeleteConfirm: null, + templateDeleteConfirm: null, + // Status tab state stats: { total_prompt_tokens: 0, @@ -276,6 +293,7 @@ // oQ Advanced Settings oqAdvancedOpen: false, oqTextOnly: false, + oqDtype: 'bfloat16', oqSensitivityModelPath: '', // oQ Uploader state @@ -328,21 +346,50 @@ // Accuracy benchmark state accModelId: '', - accBenchmarks: { mmlu: true, kmmlu: false, cmmlu: false, jmmlu: false, hellaswag: false, truthfulqa: true, arc_challenge: false, winogrande: false, gsm8k: false, humaneval: true, mbpp: false, livecodebench: false }, - accSampleSizes: { mmlu: 1000, kmmlu: 300, cmmlu: 300, jmmlu: 300, hellaswag: 200, truthfulqa: 0, arc_challenge: 300, winogrande: 300, gsm8k: 100, humaneval: 0, mbpp: 200, livecodebench: 100 }, - accBenchmarkList: [ - { key: 'mmlu', label: 'MMLU', desc: 'Knowledge · 57 subjects', fullSize: 14042, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, - { key: 'kmmlu', label: 'KMMLU', desc: '한국어 지식 · 45 과목', fullSize: 35030, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, - { key: 'cmmlu', label: 'CMMLU', desc: '中文知识 · 67 科目', fullSize: 11582, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, - { key: 'jmmlu', label: 'JMMLU', desc: '日本語知識 · 112 科目', fullSize: 7536, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, - { key: 'hellaswag', label: 'HellaSwag', desc: 'Commonsense reasoning', fullSize: 10042, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, - { key: 'truthfulqa', label: 'TruthfulQA', desc: 'Truthfulness', fullSize: 817, sizes: [30, 50, 100, 200, 300] }, - { key: 'arc_challenge', label: 'ARC-C', desc: 'Science reasoning', fullSize: 1172, sizes: [30, 50, 100, 200, 300] }, - { key: 'winogrande', label: 'Winogrande', desc: 'Coreference resolution', fullSize: 1267, sizes: [30, 50, 100, 200, 300] }, - { key: 'gsm8k', label: 'GSM8K', desc: 'Math reasoning', fullSize: 1319, sizes: [30, 50, 100, 200, 300] }, - { key: 'humaneval', label: 'HumanEval', desc: 'Function completion', fullSize: 164, sizes: [30, 50, 100] }, - { key: 'mbpp', label: 'MBPP', desc: 'Python problems', fullSize: 500, sizes: [30, 50, 100, 200, 300] }, - { key: 'livecodebench', label: 'LiveCodeBench', desc: 'Code generation', fullSize: 1055, sizes: [30, 50, 100, 200, 300] }, + accBenchmarks: { mmlu: true, mmlu_pro: false, kmmlu: false, cmmlu: false, jmmlu: false, hellaswag: false, truthfulqa: true, arc_challenge: false, winogrande: false, gsm8k: false, mathqa: false, humaneval: true, mbpp: false, livecodebench: false, bbq: false, safetybench: false }, + accSampleSizes: { mmlu: 1000, mmlu_pro: 300, kmmlu: 300, cmmlu: 300, jmmlu: 300, hellaswag: 200, truthfulqa: 0, arc_challenge: 300, winogrande: 300, gsm8k: 100, mathqa: 300, humaneval: 0, mbpp: 200, livecodebench: 100, bbq: 300, safetybench: 300 }, + accBenchmarkGroups: [ + { + name: 'Knowledge', + benchmarks: [ + { key: 'mmlu', label: 'MMLU', desc: 'Knowledge · 57 subjects', fullSize: 14042, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, + { key: 'mmlu_pro', label: 'MMLU-Pro', desc: 'Hard knowledge · 14 subjects (10-way)', fullSize: 12032, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, + { key: 'kmmlu', label: 'KMMLU', desc: '한국어 지식 · 45 과목', fullSize: 35030, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, + { key: 'cmmlu', label: 'CMMLU', desc: '中文知识 · 67 科目', fullSize: 11582, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, + { key: 'jmmlu', label: 'JMMLU', desc: '日本語知識 · 112 科目', fullSize: 7536, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, + ], + }, + { + name: 'Commonsense & Reasoning', + benchmarks: [ + { key: 'hellaswag', label: 'HellaSwag', desc: 'Commonsense reasoning', fullSize: 10042, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, + { key: 'arc_challenge', label: 'ARC-C', desc: 'Science reasoning', fullSize: 1172, sizes: [30, 50, 100, 200, 300] }, + { key: 'winogrande', label: 'Winogrande', desc: 'Coreference resolution', fullSize: 1267, sizes: [30, 50, 100, 200, 300] }, + { key: 'truthfulqa', label: 'TruthfulQA', desc: 'Truthfulness', fullSize: 817, sizes: [30, 50, 100, 200, 300] }, + ], + }, + { + name: 'Math', + benchmarks: [ + { key: 'gsm8k', label: 'GSM8K', desc: 'Math reasoning', fullSize: 1319, sizes: [30, 50, 100, 200, 300] }, + { key: 'mathqa', label: 'MathQA', desc: 'Quantitative reasoning · 5-way', fullSize: 2985, sizes: [30, 50, 100, 200, 300, 500, 1000] }, + ], + }, + { + name: 'Coding', + benchmarks: [ + { key: 'humaneval', label: 'HumanEval', desc: 'Function completion', fullSize: 164, sizes: [30, 50, 100] }, + { key: 'mbpp', label: 'MBPP', desc: 'Python problems', fullSize: 500, sizes: [30, 50, 100, 200, 300] }, + { key: 'livecodebench', label: 'LiveCodeBench', desc: 'Code generation', fullSize: 1055, sizes: [30, 50, 100, 200, 300] }, + ], + }, + { + name: 'Safety & Alignment', + benchmarks: [ + { key: 'bbq', label: 'BBQ', desc: 'Social bias · 11 categories', fullSize: 10864, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, + { key: 'safetybench', label: 'SafetyBench', desc: 'Safety · 7 categories', fullSize: 11435, sizes: [30, 50, 100, 200, 300, 500, 1000, 2000] }, + ], + }, ], accBatchSize: 1, accEnableThinking: false, @@ -357,6 +404,24 @@ accShowText: false, accCopied: false, + // MCP server management + mcpServers: [], + mcpAvailable: false, + mcpLoading: false, + mcpConfigPath: null, + mcpMaxToolCalls: 10, + mcpActionLoading: {}, // { serverName: 'reconnect'|'auth'|'logout' } + mcpMessages: {}, // { serverName: { type: 'error'|'ok', text: '...' } } + mcpExpandedServer: null, + mcpToolModal: null, + mcpReloading: false, + mcpReloadMessage: null, + mcpShowConfigEditor: false, + mcpConfigJson: '', + mcpConfigSaving: false, + mcpConfigSaved: false, + mcpConfigError: '', + async init() { // Apply theme this.applyTheme(); @@ -366,6 +431,7 @@ this.loadGlobalSettings(), this.loadModels(), this.loadServerInfo(), + this.loadProfileFields(), this.checkForUpdate() ]); @@ -416,6 +482,9 @@ }, async handleMainTabChange(value) { + if (value === 'mcp') { + await this.loadMcpServers(); + } if (value === 'status') { await this.loadStats(); this.startStatsRefresh(); @@ -526,6 +595,199 @@ } }, + // ------------------------------------------------------------------ + // MCP server management + // ------------------------------------------------------------------ + + mcpMd(text) { + if (!text) return ''; + try { + return DOMPurify.sanitize(marked.parse(text)); + } catch(e) { + return text.replace(//g, '>'); + } + }, + + async mcpReloadConfig() { + this.mcpReloading = true; + this.mcpReloadMessage = null; + try { + const resp = await fetch('/admin/api/mcp/reload', { method: 'POST' }); + const data = await resp.json(); + if (!resp.ok) throw new Error(data.detail || 'Reload failed'); + this.mcpReloadMessage = { + type: 'ok', + text: `Config reloaded — ${data.servers} server(s), ${data.tools} tool(s)`, + }; + await this.loadMcpServers(); + } catch (e) { + this.mcpReloadMessage = { type: 'error', text: e.message }; + } finally { + this.mcpReloading = false; + setTimeout(() => { this.mcpReloadMessage = null; }, 5000); + } + }, + + async loadMcpServers() { + this.mcpLoading = true; + try { + const resp = await fetch('/admin/api/mcp/servers'); + if (!resp.ok) throw new Error(await resp.text()); + const data = await resp.json(); + this.mcpServers = data.servers || []; + this.mcpAvailable = data.available || false; + this.mcpConfigPath = data.config_path || null; + this.mcpMaxToolCalls = data.max_tool_calls || 10; + } catch (e) { + console.error('Failed to load MCP servers:', e); + } finally { + this.mcpLoading = false; + } + }, + + async loadMcpConfig() { + try { + const resp = await fetch('/admin/api/mcp/config'); + if (!resp.ok) return; + const data = await resp.json(); + this.mcpConfigJson = JSON.stringify(data.config, null, 2); + if (data.path) this.mcpConfigPath = data.path; + } catch (e) { + console.error('Failed to load MCP config:', e); + } + }, + + async mcpSaveConfig() { + this.mcpConfigError = ''; + this.mcpConfigSaved = false; + let parsed; + try { + parsed = JSON.parse(this.mcpConfigJson); + } catch (e) { + this.mcpConfigError = 'Invalid JSON: ' + e.message; + return; + } + this.mcpConfigSaving = true; + try { + const resp = await fetch('/admin/api/mcp/config', { + method: 'POST', + headers: { 'Content-Type': 'application/json' }, + body: JSON.stringify({ config: parsed }), + }); + const data = await resp.json(); + if (!resp.ok) { + this.mcpConfigError = data.detail || 'Save failed'; + } else { + this.mcpConfigSaved = true; + if (data.path) this.mcpConfigPath = data.path; + setTimeout(() => { this.mcpConfigSaved = false; }, 4000); + } + } catch (e) { + this.mcpConfigError = e.message; + } finally { + this.mcpConfigSaving = false; + } + }, + + mcpFormatConfig() { + try { + this.mcpConfigJson = JSON.stringify(JSON.parse(this.mcpConfigJson), null, 2); + this.mcpConfigError = ''; + } catch (e) { + this.mcpConfigError = 'Invalid JSON: ' + e.message; + } + }, + + async mcpReconnect(name) { + this.mcpActionLoading = { ...this.mcpActionLoading, [name]: 'reconnect' }; + this.mcpMessages = { ...this.mcpMessages, [name]: null }; + try { + const resp = await fetch(`/admin/api/mcp/servers/${encodeURIComponent(name)}/reconnect`, { method: 'POST' }); + if (!resp.ok) throw new Error((await resp.json()).detail || 'Reconnect failed'); + await this.loadMcpServers(); + } catch (e) { + this.mcpMessages = { ...this.mcpMessages, [name]: { type: 'error', text: e.message } }; + } finally { + this.mcpActionLoading = { ...this.mcpActionLoading, [name]: null }; + } + }, + + async mcpAuthenticate(name) { + this.mcpActionLoading = { ...this.mcpActionLoading, [name]: 'auth' }; + this.mcpMessages = { ...this.mcpMessages, [name]: null }; + try { + const resp = await fetch(`/admin/api/mcp/servers/${encodeURIComponent(name)}/authenticate`, { method: 'POST' }); + const data = await resp.json(); + if (!resp.ok) throw new Error(data.detail || 'Authentication failed'); + + const popup = window.open(data.auth_url, '_blank', + 'width=520,height=680,left=' + (screen.width/2 - 260) + ',top=' + (screen.height/2 - 340)); + + // Poll server status until the server settles out of 'connecting' + // (the reconnect is an asyncio.create_task, so it takes time) + const pollUntilSettled = async () => { + for (let i = 0; i < 12; i++) { + await new Promise(r => setTimeout(r, 1500)); + await this.loadMcpServers(); + const s = this.mcpServers.find(s => s.name === name); + if (!s || s.state !== 'connecting') break; + } + }; + + // Listen for completion via postMessage from the callback page + const handler = async (event) => { + try { + const msg = JSON.parse(event.data); + if (msg.type !== 'mcp_oauth_complete') return; + } catch(e) { return; } + window.removeEventListener('message', handler); + clearInterval(popupPoller); + if (popup && !popup.closed) popup.close(); + if (msg.success) { + this.mcpMessages = { ...this.mcpMessages, [name]: { type: 'ok', text: 'Authenticated — connecting…' } }; + await pollUntilSettled(); + const s = this.mcpServers.find(s => s.name === name); + const text = s?.state === 'connected' ? 'Connected successfully' : 'Authenticated'; + this.mcpMessages = { ...this.mcpMessages, [name]: { type: 'ok', text } }; + setTimeout(() => { this.mcpMessages = { ...this.mcpMessages, [name]: null }; }, 4000); + } else { + this.mcpMessages = { ...this.mcpMessages, [name]: { type: 'error', text: 'Authentication failed' } }; + } + this.mcpActionLoading = { ...this.mcpActionLoading, [name]: null }; + }; + window.addEventListener('message', handler); + + // Fallback: if popup closes without a message, still refresh + const popupPoller = setInterval(() => { + if (popup && popup.closed) { + clearInterval(popupPoller); + window.removeEventListener('message', handler); + this.mcpActionLoading = { ...this.mcpActionLoading, [name]: null }; + this.loadMcpServers(); + } + }, 1000); + } catch (e) { + this.mcpMessages = { ...this.mcpMessages, [name]: { type: 'error', text: e.message } }; + this.mcpActionLoading = { ...this.mcpActionLoading, [name]: null }; + } + }, + + async mcpLogout(name) { + this.mcpActionLoading = { ...this.mcpActionLoading, [name]: 'logout' }; + this.mcpMessages = { ...this.mcpMessages, [name]: null }; + try { + const resp = await fetch(`/admin/api/mcp/servers/${encodeURIComponent(name)}/logout`, { method: 'POST' }); + if (!resp.ok) throw new Error((await resp.json()).detail || 'Logout failed'); + await this.loadMcpServers(); + } catch (e) { + this.mcpMessages = { ...this.mcpMessages, [name]: { type: 'error', text: e.message } }; + } finally { + this.mcpActionLoading = { ...this.mcpActionLoading, [name]: null }; + } + }, + + // ------------------------------------------------------------------ + async checkForUpdate() { try { const resp = await fetch('/admin/api/update-check'); @@ -896,7 +1158,372 @@ } }, + // ===== Profiles / Templates ===== + formValuesForProfile() { + const ms = this.modelSettings; + const out = {}; + + for (const k of this.profileFields.universal.concat(this.profileFields.model_specific)) { + if (k === 'chat_template_kwargs' || k === 'forced_ct_kwargs') continue; // handle below + if (k === 'thinking_budget_enabled') { + if (ms.enableThinkingBudget) out.thinking_budget_tokens = ms.thinking_budget_tokens ?? null; + continue; + } + if (k === 'index_cache_freq') { + if (ms.enableIndexCache) out.index_cache_freq = ms.index_cache_freq || 4; + continue; + } + if (k === 'max_tool_result_tokens') { + if (ms.enableToolResultLimit) out.max_tool_result_tokens = ms.max_tool_result_tokens || null; + continue; + } + // Standard field: apply nullish coalescing; coerce string numerics + let v = ms[k] ?? null; + if (typeof v === 'string' && v !== '' && !isNaN(Number(v))) v = Number(v); + out[k] = v; + } + + // Build chat_template_kwargs and forced_ct_kwargs from ctKwargEntries + const ctk = {}; + const forced = []; + for (const e of (ms.ctKwargEntries || [])) { + if (e.type === 'enable_thinking') { + ctk.enable_thinking = e.value === 'true'; + if (e.force) forced.push('enable_thinking'); + } else if (e.type === 'reasoning_effort') { + ctk.reasoning_effort = e.value; + if (e.force) forced.push('reasoning_effort'); + } else if (e.type === 'custom' && e.key && e.key.trim()) { + let v = e.value; + if (v === 'true') v = true; + else if (v === 'false') v = false; + else if (!isNaN(Number(v)) && String(v).trim() !== '') v = Number(v); + ctk[e.key.trim()] = v; + if (e.force) forced.push(e.key.trim()); + } + } + if (Object.keys(ctk).length > 0) out.chat_template_kwargs = ctk; + if (forced.length > 0) out.forced_ct_kwargs = forced; + + return out; + }, + formValuesForTemplate() { + const full = this.formValuesForProfile(); + const out = {}; + for (const k of this.profileFields.universal) { + if (k in full) out[k] = full[k]; + } + return out; + }, + computeDrift() { + if (!this.activeProfileName) { this.profilesDrift = false; return; } + const active = this.profiles.find(p => p.name === this.activeProfileName); + if (!active) { this.profilesDrift = false; return; } + const form = this.formValuesForProfile(); + for (const [k, v] of Object.entries(active.settings || {})) { + if (JSON.stringify(form[k]) !== JSON.stringify(v)) { + this.profilesDrift = true; + return; + } + } + this.profilesDrift = false; + }, + async loadProfilesForModel(modelId) { + this.profiles = []; + try { + const r = await fetch(`/admin/api/models/${encodeURIComponent(modelId)}/profiles`); + if (r.ok) { + const data = await r.json(); + this.profiles = data.profiles || []; + } else if (r.status === 401) { + window.location.href = '/admin'; + } + } catch (e) { + console.error('Failed to load profiles:', e); + } + }, + async loadTemplates() { + try { + const r = await fetch('/admin/api/profile-templates'); + if (r.ok) { + const data = await r.json(); + this.templates = data.templates || []; + } else if (r.status === 401) { + window.location.href = '/admin'; + } + } catch (e) { + console.error('Failed to load templates:', e); + } + }, + async loadProfileFields() { + try { + const r = await fetch('/admin/api/profile-fields'); + if (r.ok) { + const data = await r.json(); + this.profileFields = { + universal: data.universal || [], + model_specific: data.model_specific || [], + }; + } else if (r.status === 401) { + window.location.href = '/admin'; + } + } catch (e) { + console.error('Failed to load profile field definitions:', e); + } + }, + + async createProfile() { + if (!this.selectedModel) return; + this.profileError = ''; + const body = { + name: this.newProfile.name.trim(), + display_name: this.newProfile.display_name.trim() || this.newProfile.name.trim(), + description: this.newProfile.description.trim() || null, + settings: this.formValuesForProfile(), + also_save_as_template: !!this.newProfile.also_as_template, + }; + try { + const r = await fetch( + `/admin/api/models/${encodeURIComponent(this.selectedModel.id)}/profiles`, + { method: 'POST', headers: {'Content-Type': 'application/json'}, + body: JSON.stringify(body) } + ); + if (r.ok) { + await this.loadProfilesForModel(this.selectedModel.id); + if (body.also_save_as_template) await this.loadTemplates(); + this.showNewProfileForm = false; + this.newProfile = { name: '', display_name: '', description: '', also_as_template: false }; + } else if (r.status === 401) { + window.location.href = '/admin'; + } else { + const data = await r.json().catch(() => ({})); + this.profileError = data.detail || 'Failed to save profile'; + } + } catch (e) { + this.profileError = String(e); + } + }, + async applyProfileToForm(profile) { + // Merge all profile fields into the form (no server call — user clicks Save to persist). + const s = profile.settings || {}; + const ms = this.modelSettings; + for (const k of this.profileFields.universal.concat(this.profileFields.model_specific)) { + if (!(k in s)) continue; + if (k === 'thinking_budget_enabled') { + ms.enableThinkingBudget = !!s[k]; + } else if (k === 'index_cache_freq') { + ms.enableIndexCache = !!s[k]; + ms.index_cache_freq = s[k] || null; + } else if (k === 'max_tool_result_tokens') { + ms.enableToolResultLimit = !!s[k]; + ms.max_tool_result_tokens = s[k] || null; + } else if (k === 'chat_template_kwargs' || k === 'forced_ct_kwargs') { + // Rebuild ctKwargEntries + const ctk = s.chat_template_kwargs || {}; + const forced = new Set(s.forced_ct_kwargs || []); + const entries = []; + for (const [key, value] of Object.entries(ctk)) { + if (key === 'enable_thinking') { + entries.push({type:'enable_thinking', value:String(value), force:forced.has('enable_thinking')}); + } else if (key === 'reasoning_effort') { + entries.push({type:'reasoning_effort', value:String(value), force:forced.has('reasoning_effort')}); + } else { + entries.push({type:'custom', key, value:String(value), force:forced.has(key)}); + } + } + ms.ctKwargEntries = entries; + } else { + ms[k] = s[k]; + } + } + // Persist active_profile_name to backend before updating UI state + const seq = ++this._applySeq; + try { + const r = await fetch( + `/admin/api/models/${encodeURIComponent(this.selectedModel.id)}/profiles/${encodeURIComponent(profile.name)}/apply`, + { method: 'POST' } + ); + if (seq !== this._applySeq) return; // superseded by a newer click + if (r.ok) { + this.activeProfileName = profile.name; + this.profilesDrift = false; + // Update the models list so the profile badge reflects the change + const m = this.models.find(m => m.id === this.selectedModel.id); + if (m) m.settings = { ...m.settings, active_profile_name: profile.name }; + } else if (r.status === 401) { + window.location.href = '/admin'; + } + } catch (e) { + console.error('Failed to apply profile:', e); + } + }, + async applyTemplateToForm(template) { + // Check if a profile with this template's name already exists + const existingProfile = this.profiles.find(p => p.name === template.name); + + if (existingProfile) { + // Profile exists, just apply it (preserve user customizations) + await this.applyProfileToForm(existingProfile); + } else { + // Create a new profile from the template + const body = { + name: template.name, + display_name: template.display_name, + description: template.description || null, + settings: template.settings, + source_template: template.name, + }; + + try { + const r = await fetch( + `/admin/api/models/${encodeURIComponent(this.selectedModel.id)}/profiles`, + { method: 'POST', headers: {'Content-Type': 'application/json'}, + body: JSON.stringify(body) } + ); + if (r.ok) { + // Reload profiles first to include the new one + await this.loadProfilesForModel(this.selectedModel.id); + // Find the newly created profile in the refreshed list + const newProfile = this.profiles.find(p => p.name === template.name); + if (newProfile) { + await this.applyProfileToForm(newProfile); + } + } + } catch (e) { + console.error('Failed to create profile from template:', e); + } + } + }, + async deleteProfile(name) { + if (!this.selectedModel) return; + try { + const r = await fetch( + `/admin/api/models/${encodeURIComponent(this.selectedModel.id)}/profiles/${encodeURIComponent(name)}`, + { method: 'DELETE' } + ); + if (r.ok) { + if (this.activeProfileName === name) this.activeProfileName = null; + await this.loadProfilesForModel(this.selectedModel.id); + } else if (r.status === 401) { + window.location.href = '/admin'; + } + } catch (e) { + console.error('Delete profile failed:', e); + } finally { + this.profileDeleteConfirm = null; + } + }, + async updateProfile(name, patch) { + // patch: { new_name?, display_name?, description?, settings?, also_save_as_template? } + if (!this.selectedModel) return; + this.profileError = ''; + try { + const r = await fetch( + `/admin/api/models/${encodeURIComponent(this.selectedModel.id)}/profiles/${encodeURIComponent(name)}`, + { method: 'PUT', headers: {'Content-Type':'application/json'}, + body: JSON.stringify(patch) } + ); + if (r.ok) { + const data = await r.json(); + if (this.activeProfileName === name && patch.new_name) { + this.activeProfileName = patch.new_name; + } + await this.loadProfilesForModel(this.selectedModel.id); + if (patch.also_save_as_template) await this.loadTemplates(); + this.editingProfile = null; + return data.profile; + } else if (r.status === 401) { + window.location.href = '/admin'; + } else { + const data = await r.json().catch(() => ({})); + this.profileError = data.detail || 'Failed to update profile'; + } + } catch (e) { + this.profileError = String(e); + } + }, + async createTemplate() { + this.profileError = ''; + const body = { + name: this.newTemplate.name.trim(), + display_name: this.newTemplate.display_name.trim() || this.newTemplate.name.trim(), + description: this.newTemplate.description.trim() || null, + // Only universal fields — server will filter again defensively. + settings: this.formValuesForTemplate(), + }; + try { + const r = await fetch('/admin/api/profile-templates', { + method: 'POST', + headers: {'Content-Type': 'application/json'}, + body: JSON.stringify(body), + }); + if (r.ok) { + await this.loadTemplates(); + this.showNewTemplateForm = false; + this.newTemplate = { name: '', display_name: '', description: '' }; + } else if (r.status === 401) { + window.location.href = '/admin'; + } else { + const data = await r.json().catch(() => ({})); + this.profileError = data.detail || 'Failed to save template'; + } + } catch (e) { + this.profileError = String(e); + } + }, + async updateTemplate(name, patch) { + this.profileError = ''; + try { + const r = await fetch( + `/admin/api/profile-templates/${encodeURIComponent(name)}`, + { method: 'PUT', headers: {'Content-Type':'application/json'}, + body: JSON.stringify(patch) } + ); + if (r.ok) { + await this.loadTemplates(); + this.editingTemplate = null; + } else if (r.status === 401) { + window.location.href = '/admin'; + } else { + const data = await r.json().catch(() => ({})); + this.profileError = data.detail || 'Failed to update template'; + } + } catch (e) { + this.profileError = String(e); + } + }, + async deleteTemplate(name) { + try { + const r = await fetch( + `/admin/api/profile-templates/${encodeURIComponent(name)}`, + { method: 'DELETE' } + ); + if (r.ok) { + await this.loadTemplates(); + } else if (r.status === 401) { + window.location.href = '/admin'; + } + } catch (e) { + console.error('Delete template failed:', e); + } finally { + this.templateDeleteConfirm = null; + } + }, + async openModelSettings(model) { + this.profileError = ''; + this.showNewProfileForm = false; + this.showNewTemplateForm = false; + this.editingProfile = null; + this.editingTemplate = null; + this.profileDeleteConfirm = null; + this.templateDeleteConfirm = null; + this.activeProfileName = (model.settings && model.settings.active_profile_name) || null; + await Promise.all([ + this.loadProfilesForModel(model.id), + this.loadTemplates(), + ]); + this.computeDrift(); if (this.reasoningParsers.length === 0) { try { const resp = await fetch('/admin/api/grammar/parsers'); @@ -1037,19 +1664,9 @@ }); if (response.ok) { - // Update local model data from server response + // Refresh the model list to update badges + await this.loadModels(); const data = await response.json(); - const model = this.models.find(m => m.id === this.selectedModel.id); - if (model) { - model.settings = data.settings || {}; - // Update effective model_type/engine_type from server - if (data.model_type) { - model.model_type = data.model_type; - } - if (data.engine_type) { - model.engine_type = data.engine_type; - } - } this.showModelSettingsModal = false; if (data.requires_reload) { alert(window.t('js.info.model_type_reload_required')); @@ -1081,6 +1698,29 @@ this.modelSettings.top_p = data.top_p ?? null; this.modelSettings.top_k = data.top_k ?? null; this.modelSettings.repetition_penalty = data.repetition_penalty ?? null; + this.modelSettings.max_tokens = null; + this.modelSettings.min_p = null; + this.modelSettings.presence_penalty = null; + this.modelSettings.force_sampling = false; + this.modelSettings.reasoning_parser = null; + this.modelSettings.ttl_seconds = null; + this.modelSettings.enableIndexCache = false; + this.modelSettings.index_cache_freq = 0; + this.modelSettings.enable_thinking = false; + this.modelSettings.enableThinkingBudget = false; + this.modelSettings.thinking_budget_tokens = 0; + this.modelSettings.enableToolResultLimit = false; + this.modelSettings.max_tool_result_tokens = 0; + this.modelSettings.ctKwargEntries = []; + this.modelSettings.turboquant_kv_enabled = false; + this.modelSettings.turboquant_kv_bits = 4; + this.modelSettings.specprefill_enabled = false; + this.modelSettings.specprefill_draft_model = null; + this.modelSettings.specprefill_keep_pct = 0.2; + this.modelSettings.specprefill_threshold = null; + this.modelSettings.dflash_enabled = false; + this.modelSettings.dflash_draft_model = null; + this.modelSettings.dflash_draft_quant_bits = null; } else if (response.status === 404) { alert(window.t('js.error.no_config_defaults')); } else if (response.status === 401) { @@ -1095,6 +1735,8 @@ } finally { this.loadingGenDefaults = false; } + this.activeProfileName = null; + this.profilesDrift = false; }, // Status tab functions @@ -1939,7 +2581,9 @@ // Full sizes lookup const fullSizes = {}; - for (const bl of this.accBenchmarkList) fullSizes[bl.key] = bl.fullSize; + for (const grp of this.accBenchmarkGroups) { + for (const bl of grp.benchmarks) fullSizes[bl.key] = bl.fullSize; + } // Determine column widths const modelWidth = Math.max(12, ...models.map(m => m.length + 2)); @@ -2035,9 +2679,9 @@ mime = 'application/json'; } else if (format === 'csv') { const esc = s => '"' + (s || '').replace(/"/g, '""') + '"'; - const lines = ['id,correct,expected,predicted,question,raw_response,time_s']; + const lines = ['id,category,correct,expected,predicted,question,raw_response,time_s']; for (const q of qr) { - lines.push([q.id, q.correct, esc(q.expected), esc(q.predicted), esc(q.question), esc(q.raw_response), q.time_s].join(',')); + lines.push([q.id, esc(q.category || ''), q.correct, esc(q.expected), esc(q.predicted), esc(q.question), esc(q.raw_response), q.time_s].join(',')); } content = lines.join('\n'); mime = 'text/csv'; @@ -2051,6 +2695,7 @@ ]; for (const q of qr) { lines.push(`--- Q${q.id} [${q.correct ? 'CORRECT' : 'WRONG'}] ---`); + if (q.category) lines.push(`Category: ${q.category}`); lines.push(`Question: ${q.question || ''}`); lines.push(`Expected: ${q.expected}`); lines.push(`Predicted: ${q.predicted}`); @@ -2799,6 +3444,7 @@ group_size: 64, sensitivity_model_path: this.oqSensitivityModelPath, text_only: this.oqTextOnly, + dtype: this.oqDtype, }), }); const data = await response.json().catch(() => ({})); diff --git a/omlx/admin/tailwind.config.js b/omlx/admin/tailwind.config.js index 22610e7b1..bd4d596aa 100644 --- a/omlx/admin/tailwind.config.js +++ b/omlx/admin/tailwind.config.js @@ -6,6 +6,8 @@ module.exports = { ], safelist: [ "sm:grid-cols-2", // dynamic :class in _modal_model_settings.html + "bg-emerald-500", "text-white", "border-emerald-500", + "bg-emerald-50", "text-emerald-700", "border-emerald-200", "hover:bg-emerald-100", ], theme: { extend: { diff --git a/omlx/admin/templates/base.html b/omlx/admin/templates/base.html index 66c955509..1e84fdf5a 100644 --- a/omlx/admin/templates/base.html +++ b/omlx/admin/templates/base.html @@ -135,7 +135,11 @@ if (!def) return; var svg = lucide.createElement(def); Array.from(el.attributes).forEach(function(a) { - if (a.name !== 'data-lucide') svg.setAttribute(a.name, a.value); + // Skip data-lucide and Alpine.js binding attributes (@, :, x-) + // to avoid InvalidCharacterError on invalid SVG attribute names. + if (a.name === 'data-lucide') return; + if (a.name.startsWith('@') || a.name.startsWith('x-')) return; + try { svg.setAttribute(a.name, a.value); } catch(e) {} }); svg.classList.add('lucide', 'lucide-' + name); if (el.parentNode) el.parentNode.replaceChild(svg, el); diff --git a/omlx/admin/templates/chat.html b/omlx/admin/templates/chat.html index 1e79a259c..3967bc268 100644 --- a/omlx/admin/templates/chat.html +++ b/omlx/admin/templates/chat.html @@ -251,6 +251,63 @@ .thinking-markdown pre { font-size: 0.75rem; } .thinking-content.collapsed { display: none; } + /* Tool use container */ + .tooluse-container { + background: var(--bg-secondary); + border: 1px solid var(--border-faint); + border-radius: 0.75rem; + margin: 0.5em 0; + overflow: hidden; + } + .tooluse-header { + display: flex; + align-items: center; + padding: 0.5rem 0.75rem; + cursor: pointer; + font-size: 0.75rem; + color: var(--text-tertiary); + gap: 0.5rem; + background: var(--bg-secondary); + border-bottom: 1px solid var(--border-faint); + } + .tooluse-header:hover { background: var(--bg-tertiary); } + .tooluse-icon { width: 14px; height: 14px; flex-shrink: 0; } + .tooluse-name { flex: 1; font-weight: 500; font-family: monospace; font-size: 0.75rem; } + .tooluse-toggle { + width: 14px; + height: 14px; + transition: transform 0.2s ease; + transform: rotate(180deg); + } + .tooluse-toggle.collapsed { transform: rotate(0deg); } + .tooluse-body { + padding: 0.75rem 1rem; + font-size: 0.8rem; + background: var(--bg-secondary); + } + .tooluse-body.collapsed { display: none; } + .tooluse-section { margin-bottom: 0.5rem; } + .tooluse-section:last-child { margin-bottom: 0; } + .tooluse-section-label { + font-size: 0.7rem; + text-transform: uppercase; + letter-spacing: 0.05em; + color: var(--text-muted); + margin-bottom: 0.25rem; + } + .tooluse-code { + background: var(--bg-tertiary); + border-radius: 0.375rem; + padding: 0.5rem; + font-family: monospace; + font-size: 0.75rem; + color: var(--text-secondary); + white-space: pre-wrap; + word-break: break-all; + max-height: 200px; + overflow-y: auto; + } + /* Input area */ .input-container { border: 1px solid var(--border-normal); @@ -497,6 +554,18 @@

{{ t('login.login.label_api_key') }}

+ + +