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python examples/vllm_serve/create_fa4_source_witness.py \ /path/to/flash-attention \ --expected-commit <COMMIT> \ --archive-output fa4-runtime-source.tar \ --manifest-output fa4-runtime-source.manifest.json python examples/vllm_serve/collect_mask_reuse.py <CKPT> \ --model-id <MODEL_ID> \ --checkpoint-manifest-sha256 <SHA256> \ --plan <PLAN> \ --fa4-source /path/to/fa4-runtime-source \ --fa4-source-manifest fa4-runtime-source.manifest.json \ --fa4-source-manifest-sha256 <SHA256> \ --fa4-commit <COMMIT> \ --prompts-jsonl <PROMPTS.jsonl> \ --vanilla-config <CKPT>/config.json \ --target-sparsities 0.5 0.6 0.7 \ --output <CAPTURES.jsonl>

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• python -m pytest -q on the five source-manifest, capture, CLI, sparse-calibration, and vLLM-worker test modules: 55 passed.
• pre-commit run --files ...: passed.
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• Is this change backward compatible?: ✅
• If you copied code from any other sources or added a new PIP dependency, did you follow guidance in CONTRIBUTING.md: N/A — no copied code or new dependency.
• Did you write any new necessary tests?: ✅
• Did you update Blog Post Internet?: ❌ — deferred until the complete stack is ready for review.
• Did you get Claude approval on this PR?: ❌ — pending before ready for review.

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@@ Coverage Diff @@ ## kaix/mask-reuse-01-offline-calibration #2236 +/- ## ========================================================================= Coverage 79.00% 79.01% ========================================================================= Files 527 530 +3 Lines 62652 63702 +1050 ========================================================================= + Hits 49499 50333 +834  - Misses 13153 13369 +216 

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