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Commits on Jul 24, 2026

• [recipe] feat: Retain model output from tinker forward backward (#7109)

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  wyettzeng

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  huaye.zeng

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Commits on Jul 23, 2026

• [trainer] fix: isolate TaskRunner logs from root logger changes (#7133)

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  Begunner

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• [trainer] feat: V1 replay buffer eviction/refill handling for stale, DAPO-filtered, and failed rollout groups (#7082)

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  Begunner

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• [rollout, hardware] fix: fix rollout replica.py for device abstraction (#7128)

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  kahlun

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• [ci] fix: tigger npu ci on the release branch (#7125)

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  tardis-key

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• [doc] fix: fix ascend docker tag (#7124)

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  yyyy2000

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• [doc] chore: warn against hard-wrapping PR body markdown in pr skill (#7116)

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  zhangxin81

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  codex

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Commits on Jul 22, 2026

• [doc] chore: update Ascend 950 references and disable nightly test (#7111)

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  wangdongleix

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  wangdonglei

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• [fsdp, perf] feat: defer gradient sync during accumulation (#7095)

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  zhangxin81

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  codex

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Commits on Jul 21, 2026

• [perf] feat: re-support torch profiler and optimize output naming (#7099)

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  ETOgaosion

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• [veomni, fsdp] fix: skip manual model.to(device) under FSDP2 CPU offload (#7103)

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• [megatron] fix: Qwen3.5 LoRA & MTP support (with Megatron-Bridge) (#5599)

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  HollowMan6

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Commits on Jul 20, 2026

• [model, fsdp] fix: support Qwen3.5 linear attention under Ulysses SP (#6660)

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  sunnweiwei

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• [fully_async] feat: support dynamic resource scheduling (#6556)

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  zpltys

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  zhangshuai122

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• [doc] fix: repair broken Ascend tutorial links and shell filename (#7074)

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  chengminhua

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• [trainer, perf] fix: include standalone rollout GPUs in throughput denominator for separate async (#7049)

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• [doc] refactor: point MLite DAPO example to canonical launcher (#7091)

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  ISEEKYAN

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• [ckpt] fix: added cuda stream synchronization in NCCL broadcast wait for complete (#7083)

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Commits on Jul 19, 2026

• [doc] chore: ascend doc, fix typos, punctuation, broken links and code errors (#7093)

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  hustmf

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Commits on Jul 17, 2026

• [rollout] fix: handle malformed Qwen3 XML tool calls (#7044)

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  zzzzzzzxh

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• [vllm] fix: restore vllm patch (#7076)

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  tardis-key

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• [ci] chore: fix nightly ci of npu (#7081)

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  zhouhengan1211

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• [ckpt] feat: add save_lora_only checkpoint support (#7061)

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  Secbone

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Commits on Jul 16, 2026

• [trainer] fix: exclude the never-routed final response token from rollout MoE load-balance metrics (#7075)

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• [ci] chore: fix npu and gpu ci (#7066)

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  wucong25

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• [hardware] fix: fix build_npu_attn_mask oom (#7055)

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  RichardFido

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• [ckpt,rollout] feat: sharded delta weight sync over NCCL for disaggregated rollout (#6974)

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• [ci, trainer] fix: Fix ci AssertionError for the environment variable CUDA_DEVICE_MAX_CONNECTIONS (#7040)

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  pengnuoheng

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Commits on Jul 15, 2026

• [ci] chore: remove vllm_ascend patch and fix ci (#7042)

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  wucong25

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• [trainer] fix: gen_batch_size falls back to train_batch_size (#7051)

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  Begunner

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• [fsdp] fix: sync merged LoRA weights before context exit (#7014)

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  rongkunxue

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• [doc] refactor: edit profiling docs of npu for usability (#7024)

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  zhouhengan1211

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• [doc] chore: add rl-insight news (#7048)

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  tardis-key

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• [tool] feat: verl add rl insight (#6680)

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  mengchengTang

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• [ci] feat: add GRPO Qwen3.5-35B Megatron vLLM nightly test for Ascend (#6973)

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  chengminhua

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