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Commits on Jul 7, 2026
fix(v0.71.32): live-smoke — whisper sizes in model_size_from_name (hardware-fit gate no longer predicts 7B for whisper)
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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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feat(v0.71.32): pure-python WER/CER metrics
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fix(v0.71.31): verification-loop — pass attention_mask in best-of-n sampling
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fix(v0.71.31): code-review fixes — QLoRA kbit-prep, multi-turn prompts, pairwise tie honesty
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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(ship): pairwise judge win-rate leg + shared pairwise judge helpers (#284)
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fix(prm): security-review fixes (escape rich markup in notice, reuse is_under_cwd, per-message prompt cap) (v0.71.30)
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fix(prm): code-review fixes (PRM head dtype cast, empty-string reject, override notice, prod/render caveats) (v0.71.30)
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refactor(prm): python-review fixes (TrainingConfig typing, PRM input cap, env dedup, type tightening) (v0.71.30)
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feat(prm): PRM reward pure kernels (split_steps/aggregate) (v0.71.30)
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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): importance scan (off-by-one pinned) + block selection (v0.71.29)
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feat(shrink): arch allowlist + prune_model_layers (v0.71.29)
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feat(shrink): pure verdict half (decide_shrink) (v0.71.29)
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Commits on Jul 4, 2026
feat(data): soup data doctor + soup data lint — Fine-tune Doctor (v0.71.27)
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Commits on Jul 3, 2026
fix(sft): apply configured vocabulary expansion (#287)
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Commits on Jul 2, 2026
docs(registry): recommend is_under_cwd over resolve()+relative_to() in resolve_dataset docstring
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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
fix(train): reward-hack mitigation review fixes (v0.71.26)
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feat(train): anti-gaming hardening + reward shaping + give-up explainer (v0.71.26 Part D)
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feat(train): PID-Lagrangian controller + rollback escalation ladder (v0.71.26 Part C)
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feat(train): reversible bang-bang KL controller + hysteresis (v0.71.26 Part B)
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feat(train): reward-hack mitigation instrumentation + log_only telemetry (v0.71.26 Part A)
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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 22, 2026
Fix friendly error mappings 272 (#282)
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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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