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Commits on Jul 17, 2026
fix(cli): quote install hints so `pip install soup-cli[extra]` works on cmd.exe (v0.71.37)
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Commits on Jul 16, 2026
fix(v0.71.36): address ECC python-review findings
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feat(schema): DataConfig.replay* + _validate_replay_compat (v0.71.36 Part E)
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Commits on Jul 15, 2026
fix(v0.71.34): python-review — real lisa_reset_optimizer field, annotate validator, builtin generics
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feat(schema): LISA config fields + compat validator (v0.71.34)
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Commits on Jul 8, 2026
fix: resolve full-tree code-review findings (6 HIGH + MEDIUM/LOW)
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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): 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): asr task/format schema + validators
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Commits on Jul 5, 2026
feat(train): task='online_dpo' — OnlineDPOTrainer wrapper (judge or reward_model in the loop)
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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): schema prm_reward/prm_aggregate + cross-validators (v0.71.30)
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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 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(precision,rollout): live fp8/nvfp4 + vLLM sleep + openenv rollout + apple-adapter + delinearize-llama4 (v0.71.21)
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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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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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Commits on May 31, 2026
chore: migrate to src-layout
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