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Commits on Aug 9, 2026

• release: v0.73.0 — three days on somebody else's hardware

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Commits on Aug 8, 2026

• feat(deps): #326 - raise the trl cap to <0.29, on capability probes not a version table

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Commits on Aug 3, 2026

• fix(deps): both trl bounds were wrong — >=0.14.0,<0.27, settled by construction

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• fix(deps): trl removed max_prompt_length in stages — cap <0.25, not <0.29

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• fix(deps): the trl break is at 0.29.0, not 1.0 — correct the cap

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• fix(deps): cap trl below 1.0 — six preference trainers cannot build on it

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

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Commits on Aug 1, 2026

• docs: swap the Discord invite for a non-expiring one

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• docs: add the Discord server and split the project and personal contacts

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• docs: use makazanalpamys@gmail.com as the maintainer contact

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Commits on Jul 28, 2026

• fix(deps): cap the [mcp] extra below 2.0

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• 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 stress — adversarial verifier gameability probe (v0.71.41)

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

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Commits on Jul 15, 2026

• 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(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

• feat(mcp): stdio server + soup mcp serve command + [mcp] extra (v0.71.28 Part D)

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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 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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