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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

• feat(ship): make soup ship's leg-2 regression gate real (v0.71.38)

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• fix(cli): quote install hints so `pip install soup-cli[extra]` works on cmd.exe (v0.71.37)

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• docs(readme): note the cmd.exe quoting trap in the install section

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• docs: v0.71.36 Data Moat II (version bump + CHANGELOG + docs)

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Commits on Jul 15, 2026

• docs: close the v0.71.35 checklist gaps (index row, toolchain, stale counts)

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• feat(compliance): init templates + soup card + soup ci init + GGUF-on-Windows (v0.71.35)

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• docs: v0.71.34 adapter algebra + LISA (version bump + CHANGELOG + docs)

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Commits on Jul 13, 2026

• docs: list soup draft in the serving docs-index rows

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• docs(draft): v0.71.33 — soup draft, shipped as the honest measurement gate

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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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Commits on Jul 6, 2026

• docs(v0.71.31): judge-in-the-loop suite — version bump, CHANGELOG, docs, recipe, counts

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Commits on Jul 5, 2026

• docs(prm): v0.71.30 release — version bump, CHANGELOG, README What's New, docs/training (PRM-guided GRPO), recipe/test counts

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• docs(shrink): v0.71.29 release docs (version bump, CHANGELOG, README, docs, CONTRIBUTING)

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Commits on Jul 4, 2026

• docs: soup mcp serve MCP server (v0.71.28)

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• feat(data): soup data doctor + soup data lint — Fine-tune Doctor (v0.71.27)

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Commits on Jul 1, 2026

• docs(train): v0.71.26 release — closed-loop reward-hacking mitigation

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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

• docs: surface contributors on README front page

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Commits on Jun 21, 2026

• feat(recipes): 2026 model-family expansion — 17 SFT recipes, catalog 116→133 (v0.71.24)

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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 7, 2026

• feat(edit): GPT-2 Conv1D edits, covariance ROME, atomic governor, Mixtral LongLoRA (v0.71.16)

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• fix(loop): config-render, cmaes base-reuse, cost gate, energy hand-off, rank guard (v0.71.15)

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Commits on Jun 6, 2026

• docs: reposition tagline to "fine-tune and post-train"

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Commits on Jun 5, 2026

• feat: live FSDP-shard consolidation + serve KV-cache type + ONNX QA (v0.71.14)

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Commits on Jun 4, 2026

• feat(prompt-compile): live soup compile / distill-prompt / compile-tools / local-rl train (v0.71.13)

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• 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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