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Commits on Aug 3, 2026

• feat(streaming): preference losses over layer streaming (v0.72.4)

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Commits on Jul 28, 2026

• feat(train): layer streaming breadth — 6 more archs, bigger batches, resume, disk tier (v0.72.3)

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• feat(train): NF4 layer streaming — fine-tune Llama-3.1-8B on a 4 GB card (v0.72.2)

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Commits on Jul 27, 2026

• fix(train): streamed adapters were saved unloadable (v0.72.1)

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Commits on Jul 26, 2026

• feat(train): layer streaming — fine-tune models larger than VRAM (v0.72.0 BETA)

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Commits on Jul 19, 2026

• feat(reward): soup reward synth — synthesize a deterministic reward verifier (v0.71.40)

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• feat(ship): close the evidence loop — emit-evidence + config + provenance + PR comment (v0.71.39)

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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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