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Commits on Sep 9, 2026

• feat(grpo): sequence-level GSPO objective with length normalization (#744)

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  kok-o

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  claude

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Commits on Sep 6, 2026

• fix(trainer): support lora.r=0 as full fine-tuning on task=embedding (#705)

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  kok-o

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  claude

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• fix(trainer): put SFT packing on SFTConfig for TRL 0.29 (#709)

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  jagadeepmamidi

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  claude

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Commits on Sep 3, 2026

• fix(stream): bound the RAM tier by a physical-RAM ceiling, not free RAM alone (#644)

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  ousamabenyounes

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  claude

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Commits on Sep 1, 2026

• feat(streaming): add Qwen4/oQ PLE SSD row streaming (#603)

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  Amix29

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Commits on Aug 31, 2026

• docs(streaming): name the denominator on every stream_vram_probe VRAM figure (#605)

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  umran666

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Commits on Aug 28, 2026

• fix(train): make FSDP QLoRA dtype-compatible (#588)

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  Faisal01011

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Commits on Aug 27, 2026

• feat(peft): support Qwen4 routed expert LoRA (#575)

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  Amix29

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• feat(lisa): add lisa_train_embeddings freeze control (#576)

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  Srinivasan8888

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Commits on Aug 25, 2026

• feat(trainer): extend LISA to continued pre-training (#476)

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  ousamabenyounes

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• feat(data): extend data.interleave to streaming and hub datasets (#468)

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  blackcoderx

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Commits on Aug 22, 2026

• fix(eval): stamp baseline scorer/version provenance (#404)

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  AchuthReddy-16

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• fix(stream): keep the Apple Silicon host store on CPU (#434)

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  Amix29

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Commits on Aug 20, 2026

• feat(stream): support heterogeneous decoder layers and admit Qwen3.5 MoE

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  Shutaru

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• feat(data): wire data.interleave into training-time dataset loading (#443)

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  blackcoderx

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• feat(stream): make layer-streaming pinning configurable via training.stream_pin (#366)

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  ousamabenyounes

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Commits on Aug 17, 2026

• fix(quant): honour training.bnb_4bit_use_double_quant across every 4-bit path (#321)

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  ousamabenyounes

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Commits on Aug 16, 2026

• fix(stream): classify a fast virtio disk by a measured read, not the rotational flag (#365)

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  ousamabenyounes

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• feat(ship): commit the noise floor to soup.yaml via eval.ship.noise_floor (#410)

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  ousamabenyounes

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Commits on Aug 14, 2026

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

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  MakazhanAlpamys

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Commits on Aug 13, 2026

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

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  AmirF194

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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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  MakazhanAlpamys

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Commits on Aug 3, 2026

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

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  MakazhanAlpamys

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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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  MakazhanAlpamys

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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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  MakazhanAlpamys

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Commits on Jul 27, 2026

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

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  MakazhanAlpamys

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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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  MakazhanAlpamys

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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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  MakazhanAlpamys

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

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  MakazhanAlpamys

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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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  MakazhanAlpamys

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  claude

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Commits on Jul 16, 2026

• fix(v0.71.36): address ECC python-review findings

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  MakazhanAlpamys

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• feat(schema): DataConfig.replay* + _validate_replay_compat (v0.71.36 Part E)

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  MakazhanAlpamys

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Commits on Jul 15, 2026

• fix(v0.71.34): python-review — real lisa_reset_optimizer field, annotate validator, builtin generics

  MakazhanAlpamys

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• feat(schema): LISA config fields + compat validator (v0.71.34)

  MakazhanAlpamys

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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

  MakazhanAlpamys

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