 Moritz Sanft
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2c06cf3486
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[Bugfix] use served_model_name for multimodal error message (#41003)
Signed-off-by: Moritz Sanft <58110325+msanft@users.noreply.github.com>
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2026-04-27 08:22:35 -07:00 |
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Harry Mellorandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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e6f710a87f
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Deprecate support for Transformers v4 (#40389)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-27 08:19:57 -07:00 |
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c245d35ff4
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[Model] Add MiMo-V2.5 support (#40967)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <zhujiangyun@inferact.ai>
Co-authored-by: yasong <yasong.wang@inferact.ai>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Copilot <copilot@github.com>
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2026-04-27 13:26:51 +00:00 |
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Xiaoshuang Wangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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f8ac0c7cf0
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[Bugfix] Fix k_norm weight sharding in MiniMaxM2Attention when total_num_kv_heads < tp_size (#38191)
Signed-off-by: wxsIcey <1790571317@qq.com>
Signed-off-by: Icey <1790571317@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-27 05:57:13 -07:00 |
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Simon MoandClaude
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ebf862c351
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Add system_fingerprint field to OpenAI-compatible API responses (#40537)
Co-authored-by: Claude <noreply@anthropic.com>
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2026-04-27 16:17:52 +08:00 |
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Yongye Zhu
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706a04d34b
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[DSV4] Add silu clamp limit to shared expert (#40950)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-04-27 00:37:43 -07:00 |
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Isotr0py
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22631f80a0
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[Bugfix] Remove invalid deepstack boundary check for Qwen3-VL (#40932)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-04-27 07:27:06 +00:00 |
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Bhoomit
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2cc008e7b4
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[Attention][TurboQuant] Share dequant buffers, eliminate float16_copy (#40941)
Signed-off-by: Bhoomit Vasani <bhoomit.2010@gmail.com>
Signed-off-by: Vasani Bhoomit <bhoomit.2010@gmail.com>
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2026-04-27 13:48:36 +08:00 |
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Zhanda ZhuandYubo Gao
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5d5c776444
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[Perf] FP8 FlashInfer Attn for ViT (#38065)
Signed-off-by: Zhanda Zhu <zhandazhu@gmail.com>
Co-authored-by: Yubo Gao <ybgao-nvidia@users.noreply.github.com>
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2026-04-27 13:44:15 +08:00 |
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7b1bc0a3eb
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[Bugfix] Cap SWA/chunked-local runtime admission to startup pool-sizing bound (#40946)
Signed-off-by: Dao Le <Dao007forever@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-04-27 04:33:13 +00:00 |
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Giancarlo Delfin
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f5f9878514
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[Model Runner V2] Fix rejection sampling acceptance rate gap vs MRV1 (#40651)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
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2026-04-26 19:12:08 -07:00 |
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2ce95a761b
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Auto-disable expandable_segments around cumem memory pool (#40812)
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-27 09:37:22 +08:00 |
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+7
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4d51588e23
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[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
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2026-04-26 18:31:08 -07:00 |
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32e45636e3
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[torch.compile]: Disable Sequence Parallelism (SP) for piecewise compilation (#38373)
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Wang Xingran <72983099+wangxingran222@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-26 17:44:42 +00:00 |
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omerpaz95andOr Ozeri
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b39c266dae
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[KV Offload] Offload all KV blocks when doing prefill in P/D (#40346)
Signed-off-by: omerpaz95 <omerpaz95@gmail.com>
Signed-off-by: omerpaz95 <73347585+omerpaz95@users.noreply.github.com>
Co-authored-by: Or Ozeri <or@ozery.com>
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2026-04-26 15:06:01 +03:00 |
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Dao007forever
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9558f43903
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[Bugfix] Size FlashInfer NVLink MNNVL workspace to EP group (#40893)
Signed-off-by: Dao Le <Dao007forever@gmail.com>
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2026-04-26 01:26:34 -07:00 |
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Jee Jee Li
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8cd174fa35
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[LoRA] MoE LoRA Refactor (#40338)
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2026-04-26 01:55:19 +00:00 |
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c798593f0d
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[Bugfix] Fix the DSML token leakage in DSV4/3.2 (#40806)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: Windswithyou 1694599440@qq.com
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2026-04-26 08:58:50 +08:00 |
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Netanel HaberandJee Jee Li
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12a3f6454b
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[Bugfix][MoE] Only unpad routed output before shared expert add or routed output transform (#40865)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-25 20:50:12 +00:00 |
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Or Ozeri
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60cd878a3b
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[kv_offload+HMA][11/N]: Support store with multiple KV groups (#39403)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
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2026-04-25 20:00:46 +03:00 |
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labAxiaoming
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6646c0c7e0
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[Opt] Optimize deepstack buffer handling for multimodal Qwen3 models (#40145)
Signed-off-by: xiaoming <1259730330@qq.com>
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2026-04-25 21:04:26 +08:00 |
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Andreas Karatzas
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95995bbef8
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[ROCm][Engine] Fix GPU memory leaks in engine shutdown and test workaround for async KV prefix cache reset (#38503)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-04-25 05:25:20 +00:00 |
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Chenguang ZhengandOpenAI Codex
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07351e0883
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[Feature] Warm up readonly multimodal processor during renderer startup (#40797)
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-04-25 03:57:41 +00:00 |
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Wentao Ye
|
a474da2813
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[Refactor] Remove unused dead code (#40640)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-25 07:28:18 +08:00 |
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Lucas Kabela
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ce6a199ecc
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[BE][Bugfix] Respect TORCH_COMPILE_DISABLE env var at the vLLM config level for torch 2.12 (#40715)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2026-04-24 16:25:03 -07:00 |
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Artem Perevedentsev
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333529deae
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[EPLB] Fix replica selection bias in fused_moe router (#40810)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-04-24 22:06:41 +00:00 |
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qli88
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095d2f87e8
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[Bug] Fix GLM-5.1 running error on ROCm platform (#40763)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
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2026-04-24 19:54:40 +00:00 |
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Alex Brooks
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5e11b40365
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[Frontend] Delegate to vLLM Omni When --omni Passed (#40744)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-04-24 12:30:00 -04:00 |
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JartX
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914d0464c1
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[Refactor] Unify 2D/3D kernels in triton_unified_attention (#40631)
Signed-off-by: JartX <sagformas@epdcenter.es>
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2026-04-24 17:18:06 +02:00 |
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Jinzhen Lin
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9f771b3ab9
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[Quantization] add humming quantization kernel (#34556)
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2026-04-24 09:29:44 -04:00 |
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Itay Alroy
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c9d3c6e6af
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fused_moe: treat NIXL EP as batched experts (#40412)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
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2026-04-24 08:05:31 -05:00 |
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Or Ozeri
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51adca74e6
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[kv_offload+HMA][9/N]: Support lookup with multiple KV groups (#39401)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
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2026-04-24 15:32:29 +03:00 |
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Netanel Haber
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e8eb0490ce
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[Bugfix][MoE] Unpad routed output before shared expert add [Fixes #35949] (#40794)
Signed-off-by: Netanel Haber <nhaber@nvidia.com>
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2026-04-24 11:53:23 +00:00 |
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Jiangyun Zhu
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e8ee2a78db
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[Attention] use diff kv backend for mimo v2 flash (#40045)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-04-24 11:25:55 +00:00 |
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2ec18f5df4
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[Bugfix][Parser] Fix Mistral tool parser for HF tokenizers (#39294)
Signed-off-by: thomasmaindron <thomasmaindron@users.noreply.github.com>
Co-authored-by: thomasmaindron <thomasmaindron@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
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2026-04-24 19:01:56 +08:00 |
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milesial
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9ad5abe772
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Fix Nano Nemotron VL static image inputs (#40724)
Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com>
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2026-04-24 09:18:55 +00:00 |
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512f522192
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[Model] Gemma4: add bidirectional vision attention for sliding layers with window guard (#40534)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Luciano Martins <lucianomartins@google.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-04-24 08:27:46 +00:00 |
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Yuwen ZhouandKunshang Ji
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4c34b2f6fc
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[XPU] Enable torch.compile for XPU GDN attention (#39466)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Signed-off-by: Yuwen Zhou <yuwen.zhou@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-04-24 16:26:16 +08:00 |
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Jackmin801andClaude
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079a4cf399
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[MoE] Move cutlass moe to fused_moe/experts/ (#40574)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-04-24 06:05:49 +00:00 |
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9744b699ba
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[Deprecate] Deprecate LLM.reward offline api, use LLM.encode instead. (#40688)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-04-24 05:37:50 +00:00 |
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Bugen Zhaoandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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c662b4359e
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[Bugfix] Avoid mutating chat_template_kwargs in HYV3ReasoningParser initialization (#40713)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-24 13:08:58 +08:00 |
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lyd1992
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100c7b65e7
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[Platform] Fix RISC-V platform detection (lscpu parsing + non-NUMA meminfo) (#40427)
Signed-off-by: liuyudong <liuyudong@iscas.ac.cn>
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2026-04-24 04:33:05 +00:00 |
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Neil Schemenauer
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56bdf85e10
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[Feature] Avoid eager import of the "mistral_common" package. (#40043)
Signed-off-by: Neil Schemenauer <nas@arctrix.com>
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2026-04-24 02:49:16 +00:00 |
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Nick Hill
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e9f331d72e
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[MRV2] Ensure warmup covers prefill path (#40746)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-04-24 01:33:26 +00:00 |
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c9bf77df92
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[BUG]: fix HF tokenizer concurrent borrow in tool parsers (#40059)
Signed-off-by: Yifan <yzong@redhat.com>
Co-authored-by: timon0305 <timon0305@outlook.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
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2026-04-23 18:20:30 -07:00 |
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Doug Campos
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92762edc53
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[Bugfix] Treat <tool_call> as implicit reasoning end in Qwen3 parser (#35687)
Signed-off-by: Doug Campos <qmx@qmx.me>
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2026-04-24 09:10:04 +08:00 |
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Benjamin Chislettandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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626daa2076
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[Feat] Unified Synthetic Acceptance Rate for V1 and V2 (#40662)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-24 00:48:08 +00:00 |
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Nick Hill
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fe85a92e86
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[Core] Avoid seq_lens_cpu GPU->CPU sync (#40654)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-04-24 00:35:55 +00:00 |
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Sage Moore
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62b1bbe470
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[EPLB] Remove asyncio infrastructure from Async EPLB (#40730)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
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2026-04-24 00:21:15 +00:00 |
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Hemanth Acharya
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fa4b70555b
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[ROCm] Cast score correction bias tensor during model construction for DeepSeek/Kimi-K2 (#39999)
Signed-off-by: Hemanth Acharya <heachary@amd.com>
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2026-04-24 09:02:12 +09:00 |
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