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LLMRig v0.10.0: Verified Autopilot and Rig Reports

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@github-actions github-actions released this 18 Oct 07:36
v0.10.0
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Verified
Learn about vigilant mode.

LLMRig v0.10.0: Verified Autopilot and Rig Reports

End-to-end execution validated

  • Completed local Autopilot verification with oMLX 0.6.4 and mlx-community/Qwen3-0.6B-4bit on an Apple M4 Max (48 GiB): 2 measured race-v2 runs, 0.29 s reported latency; throughput not recorded.
  • Completed local verification with Ollama 0.33.3 and installed qwen3.8:27b-mlx: 2 measured race-v2 runs, 49.93 generation tok/s, 2.5861 s reported latency. These different models are not a controlled runtime comparison.
  • Added reproducible field-run notes and an illustrative evidence card.

New workflows

  • Model-specific read-only llmrig doctor MODEL, actionable guidance, offline JSON Plan Explorer.
  • Privacy-filtered llmrig report output in terminal, Markdown, JSON, plus an offline local Rig Report viewer.
  • Safer Hugging Face artifact acquisition, provenance, and informative runtime failure receipts.
  • Suppress potentially misleading Ollama prompt-throughput estimates from sub-millisecond phases.
  • Exact, sanitized Ollama artifact tag in shared reports; catalog format clearly distinguished from verified runtime metadata.
  • Improved clean installation documentation and independent wheel/pipx smoke coverage.

Boundaries

  • Mutating actions remain approval-gated; read-only planning never downloads weights.
  • Verification numbers are local, self-reported observations, not independent benchmarks or hardware attestations.
  • Ongoing Ollama catalog metadata and oMLX HTTP 401 classification limitations should not be mistaken for fixed bugs.
  • Python 3.9+ and the existing optional local runtime requirements are unchanged.

See README and Installation.

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