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Commits on Sep 5, 2025

• [rollout, vllm, sglang] fix: allow user customization of `repetition_penalty` to avoid watchdog timeout during GRPO rollout (#3309)

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  Mighten

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• [vllm] fix: verl + vllm-ascend(version 0.9.1) running failed issue (#3345)

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  baymax591

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Commits on Sep 4, 2025

• [model] feat: support ByteDance Seed-OSS 36B model (#3347)

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  chenhaiq

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• [trainer] feat: support sft_trainer with model engine (#3341)

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  vermouth1992

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  gemini-code-assist[bot]

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Commits on Sep 3, 2025

• [training_utils] fix: Using a non-tuple sequence for multidimensional indexing is deprecated (#3314)

  HollowMan6

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• [model] feat: polish model engine (#3321)

  vermouth1992

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• [trainer] fix: Correct off-by-one error in SFT loss mask slicing (#3287)

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  BlankCheng

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• [trainer] fix: `ray.state.available_resources_per_node` is deprecated (#3313)

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  HollowMan6

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• [rollout] feat: deprecate all rollout sharding manager (#3285)

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  wuxibin89

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Commits on Sep 2, 2025

• [BREAKING][rollout] feat: Added asynchronous reward model calculation in agent loop (#3152)

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  echo-rain

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• [perf] feat: add npu silu &expand the scope of patch models (#3260)

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  zheliuyu

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• [rollout] feat: Refactor agentloop multiturn (#3171)

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  plutoZZZZ

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Commits on Sep 1, 2025

• [fsdp, model] feat: support FSDP model engine (#3270)

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  vermouth1992

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  ZihengJiang

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• [fsdp] feat: add NPU fusion kernels for Qwen3 MoE (#3221)

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  Shangwei-Li

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Commits on Aug 31, 2025

• [training_utils] fix: allow empty image_key/video_key in rl dataset (#3281)

  HollowMan6

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• [misc] fix: use uid for grouping in validation to avoid prompt confusion in multimodal tasks (#3280)

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Commits on Aug 30, 2025

• [data] fix: `None` has no attribute `get` when `extra_info` in Parquet is NaN (#3272)

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  Mighten

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• [worker] fix: Fix missing `rollout_log_probs` argument in policy loss functions (#3274)

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  kAIto47802

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Commits on Aug 29, 2025

• [ckpt] fix: TypeError when save VL model ckpt (#3268)

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  Maxwell-Jia

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  Maxwell-Jia

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Commits on Aug 28, 2025

• [hardware] fix: Call synchronization when using the td.to("cpu") operation on NPU to avoid potential precision issues (#3222)

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  ji-huazhong

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• [megatron, model] feat: add MegatronEngine, MegatronEngineForCausalLM (#3235)

  vermouth1992

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• [sglang] feat: add native sgl server (#3090)

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  ChangyiYang

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Commits on Aug 27, 2025

• [fsdp, training_utils] Fix: LoRA w/ VLMs when Using Layered Summon (#3231)

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  kfallah

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• [trainer] fix: Unified use of the def to() in Class DataProto (#3227)

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  A1waysBeenHere

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Commits on Aug 26, 2025

• [BREAKING][vllm, fsdp] feat: add Rollout-Training Mismatch Fix -- Truncated importance sampling (#2953)

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• [rollout] fix: Restore the parameter 'limit_images' in RolloutConfig (#3217)

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  sty-yyj

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  vermouth1992

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• [ci] fix: fix type convergence check (#3219)

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  ETOgaosion

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• [megatron] refactor: refactor MegatronPPOActor (#3206)

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  vermouth1992

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• [trainer] refactor: PPO config validation fast fail (#3187)

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  slimfrkha

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• [rollout] fix: apply copy_to_local before init hf config (#3204)

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  ZornWang

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  wangzhunheng

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Commits on Aug 25, 2025

• [data] fix: update parquet_files type check to support multi-file input (#3211)

  looput

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• [docker] feat: update to vllm 0.10.0, mcore 0.13, transformers 4.55.4 (#3192)

  ETOgaosion

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• [perf] fix: fix profiler discrete mode unavailability (#3188)

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  tongtong0613

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• Revert "[rollout] feat: use dummy load_format when init AsyncServer" (#3207)

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  vermouth1992

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• [rollout] fix: add missing extra_reward_info to AgentLoopOuput (#3194)

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  wuxibin89

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