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Commits on Aug 14, 2026

• feat(stream): measure the VRAM fit instead of predicting it (#349)

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• docs(bench): record the first completed run on hardware we do not own

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Commits on Aug 13, 2026

• fix(gpu): "bf16 supported" includes EMULATION, so a T4 said yes and got bf16

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• docs(stream): document stream_vram_override where a user meets it

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• feat(stream): let training.stream_vram_override replace the measured free VRAM (#386)

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• fix(trainer): ask the card whether it has bf16, in all fourteen places (#385, #387)

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Commits on Aug 12, 2026

• fix(mlx): say when training.seed is ignored, and credit #381

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Commits on Aug 11, 2026

• fix(trainer): thread training.seed into every task wrapper, and apply it before the adapter (#381)

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• docs: official Product Hunt badge, and move the pip-quoting note to docs/

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• docs(backends): drop the internal PR reference from the MLX section

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• fix(mlx): dispatch backend=mlx to the MLX trainer and align with mlx-lm 0.31 (#362)

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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(train): #341 #340 - a real training seed, and full fine-tuning as lora.r=0

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Commits on Aug 7, 2026

• docs(lisa): #306 - LISA delivers the quality half of its claim, not the memory half

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• fix(serve): #332 #333 - vLLM now uses the model's chat template, and reports what it did

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• bench(h100): #327, #78 and #76 recorded - and two documented speedups corrected

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Commits on Aug 6, 2026

• docs(deepspeed): correct the zero3_offload note — a bundled fetch example exists

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• feat(deepspeed): add a zero3_offload preset (stage 3 + CPU parameter offload)

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Commits on Aug 5, 2026

• docs: soup train has no --task flag

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Commits on Aug 4, 2026

• chore: apply pre-commit whitespace fixes

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• docs(readme): show the run, not just the claim

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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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• 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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• docs: fix two broken anchor links in the layer-streaming pages

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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

• docs(v0.72.0): list layer streaming in the README docs index and commands reference

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• 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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• docs: sync CONTRIBUTING structure + docs index for v0.71.40

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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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