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Commits on Jun 2, 2025

• [algo] OPO: add implementations and descriptions for OPO (On-Policy RL with Optimal Reward Baseline) (#1796)

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  YRdddream

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  eric-haibin-lin

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• [AMD] fix: Add support for RAY_EXPERIMENTAL_NOSET_*_VISIBLE_DEVICES (Fix AMD support) (#1465)

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  HollowMan6

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• [bugfix] fix select_idxs function in DataProto (#1794)

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  Moyu-42

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  keithsun

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• chore: fix typos across codebase (#1805)

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  sukrucildirr

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• [feat] worker_group: support custom label for specific devices (#1773)

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  ZDJeffrey

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Commits on Jun 1, 2025

• remove redundant 'get_custom_reward_fn' function (#1791)

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  vllbc

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• fix import issue for mcore package (#1775)

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  jinqinn

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• fix freeze router weights for Qwen2MoE (#1792)

  yzlnew

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• [doc] fix: Fix `doc_test`ci workflow pipeline (#1767)

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  hongpeng-guo

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• [sglang] refactor: Unify async rollout under SGLangRollout, and support sglang==0.4.6.post5 (#1717)

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Commits on May 31, 2025

• [docs] ppo: add a page for PPO algorithm (#1781)

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  eric-haibin-lin

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• [sglang] Feat: Search Tool Invocation in Multi-Turn RL Training (#1682)

  Lins-01

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Commits on May 30, 2025

• [feat] dataproto: Supporting new operations (sample_level_repeat, unfold_column_chunks) for `DataProto` (#1761)

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  hongpeng-guo

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• [refactor] update func generator implementation to improve its observability (#1762)

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  hongpeng-guo

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• fix a bug that Moe's GPU memory offload is not properly handled (#1766)

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  LiuXTao

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• [fix] self.reward_module._handle.reshard(True) not required for fsdp2 (#1765)

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  liyc-ai

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• [feat] support kimi_vl VLM model (#1639)

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  ShareLer

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• [vlm] Support ulysses sequence parallelism for vlm (#1739)

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  popomen

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Commits on May 29, 2025

• [fix] moonlight runnable with trust_remote_code (#1749)

  ETOgaosion

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• [feat] add fsdp2 to fsdp_sft_trainer (#1713)

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  0x0C001

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• Fix copy_to_local function calls with incorrect argument usage (#1756)

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  qyhfrank

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  qingyuhao

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• [rollout] feat: Implement sglang async rollout and multi-turn using AsyncServerBase (#1698)

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  chenhaiq

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• fix: show last step progress bar (#1750)

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  shinytang6

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• feat: sandbox fusion for multi-turn (#1525)

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  Irvingwangjr

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• [ray] fix: error when bind async method in create_colocated_worker (#1745)

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  chenhaiq

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Commits on May 28, 2025

• [feat] lora: new feature -- LoRA support for PPO (#1127)

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  5 peopleauthored
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• Add support for PF-PPO (#1719)

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  DtYXs

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  hiyouga

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• trainer: do not repeat "multi_modal_inputs" in generate_sequences() (#1604)

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  GHGmc2

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• [mcore] moonlight (small model with deepseekv3 arch) (#1284)

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  ISEEKYAN

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• [BugFix] fix freeze_moe_router typo to enable the config option (#1732)

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  ETOgaosion

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• [feat][BREAKING] Megatron support dynamic batch size, to rebalance the workloads (#1617)

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  ETOgaosion

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• Fix Configuration for Micro Batch Size in Megatron's Ref Policy (#1700)

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  none0663

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• [mics][fix] Deprecate legacy `_default_compute_score` API and fix ray utils test (#1729)

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  hongpeng-guo

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• [misc] feat: support logging rollout prob vs. actor probs for debugging purpose (#1712)

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  vermouth1992

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Commits on May 27, 2025

• [docs] refactor: Adding doc strings and doc pages for public methods in `trainer` and `utils` (#1397)

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  hongpeng-guo

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  eric-haibin-lin

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