b30716a19c
* feat(bench): add MLX exact CGA recall experiment * test(bench): cover MLX exact recall experiment contracts * docs(bench): document MLX exact recall experiment * docs(bench): record MLX experiment integration status * docs(bench): add MLX local validation handoff
45 lines
1.2 KiB
Markdown
45 lines
1.2 KiB
Markdown
# Gemini Local Validation Handoff — MLX Exact Recall
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Branch: `feat/apple-mlx-exact-cga-recall-experiment`
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This branch is deliberately narrow. It adds the MLX exact CGA recall experiment as an isolated benchmark module before wiring it into the main Apple UMA report.
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## Commands
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```bash
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cd /Users/kaizenpro/Projects/core
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git fetch origin --prune
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git switch feat/apple-mlx-exact-cga-recall-experiment
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git pull --ff-only origin feat/apple-mlx-exact-cga-recall-experiment
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uv run python -m pytest -q tests/test_apple_uma_mlx_exact_recall.py
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uv run python -m benchmarks.apple_uma_mlx_exact_recall --json
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```
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If MLX is available or installable locally:
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```bash
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CORE_BACKEND=rust uv run python -m benchmarks.apple_uma_mlx_exact_recall --json
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```
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## Touch-up limits
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Only patch:
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- MLX import/API mismatches
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- formatting or lint issues
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- test failure fixes directly tied to this module
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Do not add serving integration.
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Do not add Metal.
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Do not add CoreML/ANE.
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Do not change semantic source of truth.
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Do not use ANN or approximate recall.
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## Success criteria
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- Skip path passes when MLX is unavailable.
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- MLX-present path emits cases.
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- Every emitted case has `parity.parity_pass: true`.
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- Copy-in/copy-out fields remain explicit.
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- Non-claims remain visible.
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