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feat(M5): INT8 quantization tooling + provisional artifacts - #14

Merged

ekhodzitsky merged 9 commits into

feat/m5-int8-quantization

May 7, 2026

Merged

feat(M5): INT8 quantization tooling + provisional artifacts#14
ekhodzitsky merged 9 commits into
masterfrom
feat/m5-int8-quantization

Commits on May 7, 2026
- chore(m5): bootstrap python tooling deps + INT8 skeleton dirs
  
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- feat(m5): add VoxConverse-dev + VoxCeleb1 subset download scripts
  
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- feat(m5): static-quantization tooling (quantize_models.py + bash wrapper + smoke test)
  
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- feat(m5): INT8 validation tooling (validate_int8.py + bash wrapper + smoke test)
  
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  3372b20
- feat(m5): pin INT8 manifest entries, switch profiles to INT8, gate Mobile bundle ≤ 15 MB
  
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  73e928a
- fix(m5): correct embedder input shape to [B, T_frames, n_mels]
  
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- docs(m5): engineering notes + CHANGELOG entry for INT8 quantization milestone
  
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- docs(M5): add INT8 quantization design spec and implementation plan
  
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  abc0a09
- fix(m5): skip M5 smoke tests when M5 dev deps not installed
  
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  cef1b11