knowledge: daily intake batch 11

[tzhouam]

Daily knowledge-intake batch from omni-reviewbot: executable rules distilled from merged PRs and copilot bugfix runs, append-only per the knowledge contract. Merging this PR is the human promotion gate — review the rules like any other knowledge edit.

Proposed rules

• knowledge/repos/vllm-omni/components/diffusion/rules-attention.md → DIFF-1ai (sources: PR #7185)
• knowledge/repos/vllm-omni/components/serving/rules-stage-startup.md → SERV-12c (sources: PR #7328)
• knowledge/repos/vllm-omni/models/higgs-audio/rules.md → HIGGS-3a (sources: PR #7076)
• knowledge/repos/vllm-omni/models/cosyvoice3/rules.md → COSYVOICE3-2a (sources: PR #6896)
• knowledge/repos/vllm-omni/models/omnivoice/rules.md → OMNIVOICE-2a (sources: PR #6408)
• knowledge/repos/vllm-omni/models/ltx2/rules.md → LTX-4 (sources: PR #7231)
• knowledge/repos/vllm-omni/components/serving/rules-request-input.md → SERV-4r (sources: PR #6963)
• knowledge/repos/vllm-omni/models/pi0/rules.md → PI0-2a (sources: PR #6051)

Source events

• merged_pr PR #6408: [Feat][OmniVoice]Support Varlen Attn, Request-Batch and Step-Execution
• merged_pr PR #6157: [Model] Add Audio8 TTS Preview 0.6B (DualAR, 44.1 kHz codec)
• merged_pr PR #7046: [Frontend] Opt-in WebSocket TTS split_granularity and session seed
• merged_pr PR #6051: [Bugfix][Frontend] Accept the msgpack-numpy package's numpy markers on the OpenPI endpoint
• merged_pr PR #6896: [Bugfix][CosyVoice3] Resolve hash snapshot pipeline
• merged_pr PR #7076: [Bugfix][TTS] Isolate shared Higgs v3 reference encode from request cancellation
• merged_pr PR #6963: [Bugfix][Frontend] Enforce image pixel limits for video input references
• merged_pr PR #7003: [Bugfix][Frontend] Clear the P0 multimodal cache through the renderer
• merged_pr PR #7314: [CI] Skip Qwen3-Omni Server VAD multi-turn realtime test (#7279)
• merged_pr PR #6903: [Core] Split Omni connector model runner mixin
• merged_pr PR #7239: [Bugfix][Magi2] Allow import without an active Triton driver
• merged_pr PR #7231: [Bugfix] Make LTX vocoder decoding deterministic
• merged_pr PR #7289: [Doc] Qwen3-TTS: add 0.6B on 1x A100 40GB
• merged_pr PR #7299: [Doc] [Recipe] Add FLUX.1-schnell recipe for RTX 5090 32GB
• merged_pr PR #7308: [Perf][Model] Add optimized LTX-2.5 DiffVAE operators
• merged_pr PR #7017: [2/N] Add a minimal temporal chunk callback for MiniMax-H3
• merged_pr PR #6822: [Feature][Diffusion] Expose detailed pipeline timings
• merged_pr PR #7185: [Bugfix] Resolve #6931 hub FA3 on torch 2.13 via kernels 0.16.1
• merged_pr PR #6685: [Bugfix][Ascend] fix npu 310/a5 bugs
• merged_pr PR #7328: [Bugfix][Engine] Group overlapping device stages into one sequential init component

Public SDK curation result

{
  "batch_id": "sha256:fc82e81339397b10601b7534af9526830d87d20b19b7ad48b3ac689c29d4c412",
  "success": true,
  "attempted": 8,
  "applied": 8,
  "accepted_indexes": [
    0,
    1,
    2,
    3,
    4,
    5,
    6,
    7
  ],
  "rejected_indexes": [],
  "updated_document_ids": [
    "knowledge/repos/vllm-omni/components/diffusion/rules-attention.md",
    "knowledge/repos/vllm-omni/components/serving/rules-request-input.md",
    "knowledge/repos/vllm-omni/components/serving/rules-stage-startup.md",
    "knowledge/repos/vllm-omni/models/cosyvoice3/rules.md",
    "knowledge/repos/vllm-omni/models/higgs-audio/rules.md",
    "knowledge/repos/vllm-omni/models/ltx2/rules.md",
    "knowledge/repos/vllm-omni/models/omnivoice/rules.md",
    "knowledge/repos/vllm-omni/models/pi0/rules.md"
  ],
  "updated_on": "2026-09-11",
  "validators": [
    {
      "validator_id": "knowledge/tools/check_knowledge_tree.py",
      "passed": true,
      "status": "passed",
      "returncode": 0,
      "output": "提醒：文件接近拆分线：general/review/guides/review-execution-contract.md (183 个非空行，21548 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/ci/rules.md (243 个非空行，27775 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/configuration/rules.md (174 个非空行，30403 bytes)\n提醒：目录有 15 个普通页面，应该考虑分类：repos/vllm-omni/components/configuration\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules-attention.md (195 个非空行，26554 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules-checkpoint-loading.md (211 个非空行，26702 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules-output-lifecycle.md (147 个非空行，21047 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules-system-runtime.md (189 个非空行，27138 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules.md (172 个非空行，27612 bytes)\n提醒：目录有 22 个普通页面，应该考虑分类：repos/vllm-omni/components/diffusion\n提醒：文件接近拆分线：repos/vllm-omni/components/model-executor/rules-bridge-batch.md (134 个非空行，18619 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/model-executor/rules.md (193 个非空行，31439 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/scheduler/rules.md (299 个非空行，32496 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/serving/rules-engine-lifecycle.md (246 个非空行，32271 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/serving/rules.md (196 个非空行，31197 bytes)\n提醒：目录有 12 个普通页面，应该考虑分类：repos/vllm-omni/components/serving\n提醒：文件接近拆分线：repos/vllm-omni/models/hunyuan-image3/rules.md (137 个非空行，25387 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/minicpm-o-4-5/rules.md (258 个非空行，30441 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/minimax-h3/rules-cache-task.md (204 个非空行，28481 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/minimax-h3/rules-deployment.md (236 个非空行，27707 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/minimax-h3/rules.md (183 个非空行，32421 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/qwen3-tts/rules.md (190 个非空行，20981 bytes)\n知识目录检查通过：0 个错误，22 个提醒"
    },
    {
      "validator_id": "knowledge/tools/check_wiki_lint.py",
      "passed": true,
      "status": "passed",
      "returncode": 0,
      "output": "wiki lint 通过：0 个错误，0 个提醒（共 387 页）"
    }
  ],
  "rolled_back": false
}

The vllm-omni release audit runs in CI on this PR as usual.

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