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Commits on Sep 4, 2026

• feat(cloud): add the Lambda Cloud training backend (#528)

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  kok-o

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Commits on Sep 3, 2026

• fix(mlx): recognize and load saved adapter checkpoints on --resume (#639)

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  SID-6921

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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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• fix(train): warn on unwired convergence detection

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  MakazhanAlpamys

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Commits on Aug 27, 2026

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

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  Srinivasan8888

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• fix(grpo): preserve reward metadata through data loading (#566)

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  Amix29

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Commits on Aug 24, 2026

• fix(trainer): load dtype - checkpoint's own for a frozen base, explicit fp32 for full-FT (#471)

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  blackcoderx

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Commits on Aug 23, 2026

• fix(trainer): attach the DeepSpeed empty-group guard in every wrapper (#484)

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  MakazhanAlpamys

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Commits on Aug 20, 2026

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

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  blackcoderx

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Commits on Aug 17, 2026

• fix(gpu): teach detect_device about MLX and decide quantization explicitly (#423)

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  harshitthek

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• fix(train): derive the --no-reexec hint from the re-exec argv (#372)

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  AchuthReddy-16

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Commits on Aug 16, 2026

• harden: keep the SFT import off the MLX dispatch route (#394)

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  Shutaru

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Commits on Aug 15, 2026

• feat(mcp): gated train/export execution behind a confirmation token (#393)

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  CODING-DARSH

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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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  wilyan09007

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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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  nicolasramos

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Commits on Aug 7, 2026

• fix(train): #77 - the --no-reexec hint dropped every flag the user typed

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  MakazhanAlpamys

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Commits on Aug 6, 2026

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

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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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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 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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Commits on Jul 16, 2026

• fix(loader): replay rows bypassed vision/audio traversal protection (HIGH)

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  MakazhanAlpamys

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• feat(train): --replay / --replay-ratio passthrough (v0.71.36 Part E)

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  MakazhanAlpamys

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• fix(cli): escape soup-cli[extra] so Rich stops eating the bracket

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  MakazhanAlpamys

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Commits on Jul 8, 2026

• fix: resolve full-tree code-review findings (6 HIGH + MEDIUM/LOW)

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  MakazhanAlpamys

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Commits on Jul 6, 2026

• feat(v0.71.32): AsrTrainerWrapper + asr data format + train routing

  MakazhanAlpamys

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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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  MakazhanAlpamys

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Commits on Jul 2, 2026

• fix: close out the 3 deferred code-review items (EMA, hardware-fit, MoD)

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  MakazhanAlpamys

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• fix: remediate the HIGH-tier code-review findings

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  MakazhanAlpamys

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• fix: remediate 6 CRITICAL code-review findings

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  MakazhanAlpamys

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Commits on Jul 1, 2026

• feat(train): --reward-hack-detector / --reward-hack-halt CLI flags (v0.71.26)

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  MakazhanAlpamys

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• feat(train): reversible bang-bang KL controller + hysteresis (v0.71.26 Part B)

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  MakazhanAlpamys

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Commits on Jun 10, 2026

• feat(trainer): live TTS / BitNet / MoE-expert-quant trainers (v0.71.20)

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  MakazhanAlpamys

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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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  MakazhanAlpamys

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Commits on Jun 7, 2026

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

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  MakazhanAlpamys

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