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Commits on Jul 15, 2026
docs: v0.71.34 adapter algebra + LISA (version bump + CHANGELOG + docs)
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fix(v0.71.34): security-review — H1 symlink-config reject + cwd re-validate, M1 C0/ESC strip on base_model, L1 coeff magnitude cap
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fix(v0.71.34): code-review CRITICALs — LISA TrainerCallback subclass, factor-aware task-arithmetic (linear ΔW), fail-loud on no decoder layers
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fix(v0.71.34): python-review — real lisa_reset_optimizer field, annotate validator, builtin generics
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feat(lisa): wire LISA into SFT trainer + attach helper (v0.71.34)
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feat(lisa): LisaPolicy + duck-typed LisaCallback (v0.71.34)
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feat(schema): LISA config fields + compat validator (v0.71.34)
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feat(adapters): soup adapters arithmetic command (v0.71.34)
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feat(adapters): task-vector arithmetic parser + signed merge (v0.71.34)
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Commits on Jul 13, 2026
docs(draft): v0.71.33 — soup draft, shipped as the honest measurement gate
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fix(draft): two bugs the live smoke found (v0.71.33)
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Commits on Jul 12, 2026
fix(draft): security-review findings (v0.71.33)
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fix(draft): code-review findings — the distill output was architecturally wrong (v0.71.33)
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fix(draft): python-review findings (v0.71.33)
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feat(draft): soup draft distill / measure / list (v0.71.33)
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feat(draft): local draft registry + serve --auto-spec lookup (v0.71.33)
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feat(draft): acceptance kernel + tokenizer-equality guard (v0.71.33)
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refactor(utils): extract shared adapter fuse into utils/adapter_fuse.py
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Commits on Jul 8, 2026
Fix/prm reward (#301)
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fix: resolve full-tree code-review findings (6 HIGH + MEDIUM/LOW)
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Commits on Jul 7, 2026
docs(v0.71.32): version bump + CHANGELOG/README/docs for ASR (Whisper) fine-tuning
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fix(v0.71.32): live-smoke — smolvlm recipe target_modules explicit q/v + honest Idefics3 vision-path note
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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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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): whisper (tiny/base/large-v3) + smolvlm recipes (138->142)
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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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feat(v0.71.32): asr task/format schema + validators
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feat(v0.71.32): pure-python WER/CER metrics
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fix(v0.71.31): trl-version adapter for online_dpo (CI red on trl 1.x)
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docs(v0.71.31): judge-in-the-loop suite — version bump, CHANGELOG, docs, recipe, counts
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fix(v0.71.31): verification-loop — pass attention_mask in best-of-n sampling
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