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Record reproducible M5 backend evaluation and session checks - #444
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This was referenced Sep 7, 2026
All sixteen reports of the M5 screening, measured in one serial session on AC power with the same commits, models and corpus as the partial September series. The September directory is kept unchanged. Native Qwen (#425) fails every comparison: its WER/CER is worse than both Whisper small and Qwen Metal, EOF is slower, and the ten-minute stream fails reproducibly on a 160-sample tail at a pause. Nemotron (#426) passes French against both baselines but fails English against Whisper and Chinese against Metal on quality.
QuentinFuxa
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November 8, 2026 01:54
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…a#444 native 28.46% / metal 11.85%, paired per clip
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…uentinFuxa#444 native 27.65% / metal 21.36% / whisper-small 11.66%
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…uentinFuxa#444 native 44.68% / metal 24.68% / whisper-small 17.66%; commit-seam finding
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Retain a reproducible M5 evaluation of #425 and #426 against Whisper small MLX/LocalAgreement and Qwen3 Metal: 30 FLEURS clips per language, three paced passes after warmup, plus a ten-minute Chinese stream per backend. Historical figures, the root README and its badge remain unchanged.
m5-20261107/holds the complete series: all sixteen schema-3.1 reports, measured in one serial session on AC power (253 power samples, all on AC, no run flagged), with the same commits, model revisions and corpus as September. It adds the series runner, fresh-process startup measurements, the power log, environment versions, the summary and a figure.m5-20260907/keeps the partial September series unchanged, including its AC-to-battery transition and the #446 direct-translation failures.Neither candidate passes the agreed rule against both existing backends:
finish_streaming()receives a 160-sample tail at a pause.The measured revisions are those of the candidate PRs and
b2baee9, not current main. Ordinary desktop activity was not controlled. The details and limits are inm5-20261107/METHODS.mdandREVIEW.md.