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v0.71.32
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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): AsrTrainerWrapper + asr data format + train routing
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fix(v0.71.31): trl-version adapter for online_dpo (CI red on trl 1.x)
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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(train): task='online_dpo' — OnlineDPOTrainer wrapper (judge or reward_model in the loop)
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fix(prm): PRM producer conformance — save tokenizer + standard train-result shape (fixes soup train task=prm KeyError; surfaced by v0.71.30 live smoke)
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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): wire PRM reward into GRPO setup via _select_reward_fn (v0.71.30)
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Commits on Jul 4, 2026
fix: honor vocabulary expansion in ORPO, SIMPO, and GRPO trainers (#295)
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fix: honor vocabulary expansion in DPO/IPO/KTO/BCO trainers (#293)
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fix: reuse shared vocabulary expansion in vision/audio SFT (#291)
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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
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): anti-gaming hardening + reward shaping + give-up explainer (v0.71.26 Part D)
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feat(train): reversible bang-bang KL controller + hysteresis (v0.71.26 Part B)
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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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feat(trainer): live TTS / BitNet / MoE-expert-quant trainers (v0.71.20)
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Commits on Jun 9, 2026
feat(quant,multipack): vision/audio Quant Menu + multipack FSDP sharding (v0.71.19)
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Commits on Jun 8, 2026
feat(distill,agent,cloud): on-policy MiniLLM + aligned ULD + agent sandbox eval + Modal cloud (v0.71.18)
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feat(serve): serve-time MoLE + per-request vector banks + epoch RAFT shuffle (v0.71.17)
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Commits on Jun 4, 2026
feat: architecture + distill + adapter-train live wiring (v0.71.12)
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feat(rl): live GRPO/RL callbacks — reward-hack, echo-trap, RL ckpt, ULD, MiniLLM, iterative-DPO (v0.71.11)
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Commits on Jun 3, 2026
feat(rag): RAFT span-mask trainer + RA-DIT auto-link + live steering + eval citation (v0.71.10)
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feat(edit): live ROME/MEMIT/AlphaEdit + GRACE + NPO/SimNPO/RMU unlearn (v0.71.9)
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Commits on May 31, 2026
chore: migrate to src-layout
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