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Commits on Sep 11, 2026

• fix(deepspeed): forward model parameter in empty param group guard (#786)

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  DYNOSuprovo

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• fix(inference): stop re-adding special tokens to a rendered chat template (#782)

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  Konuktor

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Commits on Sep 9, 2026

• docs(grpo): credit the GSPO author and unstale the delta docstring (#744)

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  MakazhanAlpamys

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  claude

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• 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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• perf(multipack): place FFD items through a segment tree, not a linear scan (#726)

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  dchaudhari7177

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Commits on Sep 7, 2026

• feat(metrics): persist and display validation loss (#713)

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  Srinivasan8888

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• fix(trainer): build a PEFT LoRA+ optimizer instead of forwarding loraplus_lr_ratio to TrainingArguments (#738)

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  abdulwaarith0

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• fix(grpo): exclude masked tokens from the gspo batch-mean statistic (#735)

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  AmirF194

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  claude

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Commits on Sep 6, 2026

• fix(distill): apply the response-only label mask and causal shift to the ULD loss (#711)

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  AmirF194

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  claude

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• fix(bench): measure the GEMM ceiling in the card's resolved stream dtype (#648)

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  Samearth17

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Commits on Sep 5, 2026

• feat(telemetry): wire the opt-in telemetry flywheel with stdlib delivery (#529)

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  kok-o

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Commits on Sep 3, 2026

• fix(batch-probe): gate the CUDA probe on the measured peak, not only on OutOfMemoryError (#654)

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  YuriPerro

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  claude

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• 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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• chore(cleanup): correct the #625 changelog and make its guard's self-tests fail

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  MakazhanAlpamys

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• fix(security): consolidate the duplicated SSRF host predicate and close the tracing bypass (#625)

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  SID-6921

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• feat(serve): re-enable /v1/tools/bash under OS-level sandbox isolation (#527)

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  kok-o

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• fix(sglang): obey the trust_remote_code gate instead of hardcoding True (#360)

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  Srinivasan8888

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• fix(telemetry): tiered SSRF guard closing the hostname-indirection bypass (#599)

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  here-2007

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Commits on Aug 31, 2026

• test(mitigation): reconcile the reward-hack ladders and pin their thresholds (#611)

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  umran666

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• fix(security): reject abbreviated, decimal, hex and octal IPv4 in the SSRF guards (#604)

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  here-2007

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• fix(serve): apply the chat template and derive finish_reason on the MII backend (#608)

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  ARAVIND281

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

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  umran666

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• fix(sglang): use the shared chat-template prompt and a real finish_reason (#581)

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  Srinivasan8888

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Commits on Aug 30, 2026

• fix(data): stream and resume two-phase Best-of-N (#559)

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  Amix29

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• fix(trackers): close the telemetry SSRF guard bypass on HTTPS private IPs (#598)

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  harshitthek

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Commits on Aug 29, 2026

• fix(data): commit offline Best-of-N generations atomically (#557)

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  Amix29

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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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• feat(data): add offline Best-of-N materialization

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  Amix29

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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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• fix(data): resume Best-of-N from durable checkpoints (#553)

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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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• fix(eval): wire live-eval quantization and device dtype (#570)

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  AmirF194

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• feat(models): scaffold Qwen4-Exp text LoRA support (#572)

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  Amix29

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Commits on Aug 26, 2026

• fix(data): reject non-finite Best-of-N scores (#551)

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  Amix29

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