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Commits on Jul 6, 2026
test(v0.71.32): tdd-review — corpus_wer empty-ref fix, asr_lora footgun, collator/train/infer-exit/precedence coverage
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fix(v0.71.32): security-review — infer audio containment/UNC, atomic output, per-row skip, row+char caps, sidecar validation, trust probe
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fix(v0.71.32): code-review — decoder-start strip, prefix sidecar, asr_lora opt-in, adapter inference, task shadow
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fix(v0.71.32): python-review — asr auto-detect, translate prefix, format gate, dedup, types
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feat(v0.71.32): soup infer --task asr (Whisper transcription + WER)
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feat(v0.71.32): AsrTrainerWrapper + asr data format + train routing
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fix(v0.71.31): security-review — atomic writes for best-of-n/evolve outputs
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Commits on Jul 5, 2026
refactor(v0.71.31): python-review fixes — Protocol typing + precise generics
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feat(data): soup data evolve — WizardLM Evol-Instruct (depth/breadth) over ollama/vllm
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feat(data): soup data best-of-n — local sampling + judge rejection sampling to SFT/DPO rows
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feat(train): task='online_dpo' — OnlineDPOTrainer wrapper (judge or reward_model in the loop)
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feat(ship): pairwise judge win-rate leg + shared pairwise judge helpers (#284)
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fix(shrink): thread --device to heal (cpu via CUDA_VISIBLE_DEVICES=-1), shrink heal footprint (batch1+grad-ckpt+max_len), stdout in error tail (v0.71.29)
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fix(shrink): ASCII-safe help strings (em-dash -> hyphen) (v0.71.29)
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fix(shrink): security-review findings (derived-path symlink re-validation, subprocess stderr control-strip) (v0.71.29)
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fix(shrink): code-review findings (CUDA free before heal, dtype=auto, atomic fuse-swap, fuse+exit2 coverage) (v0.71.29)
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fix(shrink): python-review findings (output-dir containment, exc breadth, type hints, epochs clamp) (v0.71.29)
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feat(shrink): registry attach (shrink_report kind) (v0.71.29)
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feat(shrink): subprocess distill-heal + fuse (v0.71.29)
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feat(shrink): prune orchestration + CLI registration (v0.71.29)
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Commits on Jul 4, 2026
fix(mcp): address ECC review findings (v0.71.28)
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fix(mcp): ASCII-safe help/docstring text across the mcp command
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feat(mcp): stdio server + soup mcp serve command + [mcp] extra (v0.71.28 Part D)
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feat(data): soup data doctor + soup data lint — Fine-tune Doctor (v0.71.27)
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Commits on Jul 2, 2026
fix: close out the 3 deferred code-review items (EMA, hardware-fit, MoD)
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fix: remediate the MEDIUM/LOW code-review findings
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fix: remediate the recurring-pattern classes from the code review
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fix: remediate the HIGH-tier code-review findings
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fix: remediate 6 CRITICAL code-review findings
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Commits on Jul 1, 2026
feat(train): --reward-hack-detector / --reward-hack-halt CLI flags (v0.71.26)
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feat(train): reversible bang-bang KL controller + hysteresis (v0.71.26 Part B)
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Commits on Jun 27, 2026
feat(eval): soup ship — SHIP / DON'T-SHIP verdict (v0.71.25)
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Commits on Jun 12, 2026
feat(train): native Spectrum targeted training — soup spectrum scan + training.unfrozen_parameters (v0.71.23)
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Commits on Jun 10, 2026
feat(perf): MiniLLM/MoLE KV-cache + deploy-measure live factories + live-codec TTS (v0.71.22)
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feat(precision,rollout): live fp8/nvfp4 + vLLM sleep + openenv rollout + apple-adapter + delinearize-llama4 (v0.71.21)
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