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a93a53f8a1302c992ad185e70c6ab4affe43c4d7
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10837 Commits

Author SHA1 Message Date
Artem Perevedentsev
a93a53f8a1 [Performance] Auto-enable prefetch on NFS with RAM guard (#37673) 
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
 2026-03-24 17:31:14 -07:00
Andreas Karatzas
679c6a3ecc [Bugfix][ROCm][MoE] Fix mxfp4 oracle regressions from #37128 (#37787) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-25 08:17:33 +08:00
Terry Gao
82580b10ac [Perf] Disable inductor runtime asserts by default for serving perfor… (#37485) 
Signed-off-by: tianrengao <terrygao87@gmail.com>
Co-authored-by: Tianren Gao <tianren@fb.com>
 2026-03-24 19:37:51 -04:00
Netanel Haber
a0d487b2e1 nano_nemotron_vl: suppress readonly torch.from_numpy() warning in image and video resize paths (#37903) 
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
 2026-03-24 23:25:56 +00:00
Junhao
b73b5b0629 Make microbatch optimization (DBO) work with general models (#37926) 
Signed-off-by: Junhao Li <junhao@ubicloud.com>
 2026-03-24 14:40:08 -07:00
Woosuk Kwon
4b53740d7f [MRV2] Fix for DS v3.2 (#38030) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-03-24 14:03:24 -07:00
Nick Hill
4e824d1c83 [Model Runner V2][Minor] Simplify PP logic (#38031) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-03-24 13:57:17 -07:00
liangel-02
8c47fdfdb1 [FlexAttention] allow custom mask mod (#37692) 
Signed-off-by: Angel Li <liangel@meta.com>
 2026-03-24 16:03:24 -04:00
Javier De Jesus
54b0578ada [Bugfix] Pass hf_token through config loading paths for gated model support (#37920) 
Signed-off-by: javierdejesusda <javier.dejesusj9@gmail.com>
 2026-03-24 15:22:05 -04:00
Richard Zou
89f572dbc0 [BugFix] fix VLLM_USE_STANDALONE_COMPILE=0 (#38015) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-03-24 19:08:26 +00:00
Richard Zou
71a4a2fbd0 [BugFix] Fix order of compile logging (#38012) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-03-24 18:58:18 +00:00
Nick Cao
935c46dd9b [Model] Add Granite 4.0 1B speech to supported models (#38019) 
Signed-off-by: Nick Cao <ncao@redhat.com>
 2026-03-24 18:23:41 +00:00
Willy Hardy
057fc94cbd [Bugfix] Fix structured output crash on CPU due to pin_memory=True (#37706) 
Signed-off-by: Willy Hardy <whardy@redhat.com>
Signed-off-by: Will Hardy <whardy@redhat.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-24 17:44:17 +00:00
Ming Yang
c07e2ca6e0 Fix Mamba state corruption from referencing stale block table entries (#37728) (#37728) (#37728) 2026-03-24 10:29:59 -07:00
Dhruv Singal
4df5fa7439 [Bugfix] Force continuous usage stats when CLI override is enabled (#37923) 
Signed-off-by: Your Name <you@example.com>
Co-authored-by: Your Name <you@example.com>
Co-authored-by: OpenCode <noreply@openai.com>
 2026-03-24 10:29:50 -07:00
sihao_li
a5416bc52e [XPU] Support Intel XPU hardware information collection in usage stats (#37964) 
Signed-off-by: sihao.li <sihao.li@intel.com>
 2026-03-24 10:29:17 -07:00
Harry Mellor
b3601da6e7 [Mypy] Fix mypy for vllm/model_executor (except vllm/model_executor/layers) (#37904) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-24 17:14:01 +00:00
Dan Blanaru
dc78c2c933 [Core] add option to schedule requests based on full ISL (#37307) 
Signed-off-by: Dan Blanaru <48605845+DanBlanaru@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-03-24 13:01:12 -04:00
Sungjae Lee
4731884796 [Feature] limit thinking tokens (hard limit) (#20859) 
Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Signed-off-by: Sungjae Lee <sung-jae.lee@navercorp.com>
Signed-off-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-24 09:53:07 -07:00
wang.yuqi
1b6cb920e6 [Deprecate] Deprecate pooling multi task support. (#37956) 
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>
 2026-03-24 14:07:47 +00:00
Li, Jiang
352b90c4a4 [Bugfix] Add replacement of _compute_slot_mapping_kernel on CPU (#37987) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2026-03-24 07:00:20 -07:00
Sage
1c0aabdeb0 [Bugfix] Suppress spurious CPU KV cache warning in launch render (#37911) 
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
 2026-03-24 12:36:18 +00:00
Ilya Markov
14acf429ac [EPLB] Remove main waits in case of slow EPLB (#36271) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
 2026-03-24 11:50:44 +00:00
Flora Feng
2e67fa756d Fix tool_parser_cls type annotation from Callable to type[ToolParser] (#37957) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-23 22:58:27 -07:00
Ronen Schaffer
e3c6c10cad [KV Offload] Refactor CPU offloading: pluggable CachePolicy, remove Backend abstraction, restructure into cpu/ package (#37874) 
Signed-off-by: Ronen Schaffer <ronen.schaffer@ibm.com>
 2026-03-24 07:02:51 +02:00
jetxa
16a664df24 [Frontend][Bugfix] Pass default_chat_template_kwargs to AnthropicServingMessages (#37899) 
Signed-off-by: jetxa <jetxzhang@outlook.com>
 2026-03-24 05:00:12 +00:00
Wentao Ye
c59a132f96 [V0 Deprecation] Refactor kv cache from list to element (#37487) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-23 20:10:11 -07:00
Giancarlo Delfin
8f4824b664 [Model Runner V2] Gather multimodal embeddings before draft model postprocess (#37932) 
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
 2026-03-23 18:14:13 -07:00
Ranran
dc6908ac6a [Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007) 
Signed-off-by: Ranran <1012869439@qq.com>
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-03-23 18:31:14 -04:00
yzong-rh
e85f8f0932 [Bug][MoE] Strengthen _supports_current_device() checks in the TRTLLM FP8, NVFP4, and FlashInfer CuteDSL MoE experts (#36728) 
Signed-off-by: Yifan Zong <yzong@redhat.com>
 2026-03-23 17:02:57 -04:00
Robert Shaw
5bf3c42d4c [Bug][MoE] Fix TRTLLM NVFP4 Routing Kernel Precision (#36725) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-03-23 20:19:06 +00:00
Kyle Sayers
38364a7e32 [Sparse24] [Deprecation] Remove Sparse24 CT integration and kernels (#36799) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-03-23 16:03:29 -04:00
Matthew Bonanni
fafe76b4af [Async][Spec Decoding] Zero-bubble async scheduling + spec decoding (#32951) 
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Co-authored-by: zhrrr <43847754+izhuhaoran@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
 2026-03-23 15:37:22 -04:00
Woosuk Kwon
ffb5b32b5f [MRV2] Consider spec decoding in warmup (#37812) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-03-23 17:45:43 +00:00
Angela Yi
aceadb5ee1 Use lazy graph module during split_module to defer recompile() (#37609) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2026-03-23 11:21:29 -04:00
Yufeng He
ec2280611a [Bugfix] Fix RoBERTa position_ids accumulation on CUDA graph padding (#37884) 2026-03-23 15:15:12 +00:00
yanghui1-arch
7151ae6528 [Bugfix] RoBERTa position_id accumulation in CUDA graph padding region (#37873) 
Signed-off-by: dass90 <3053034939@qq.com>
 2026-03-23 14:59:21 +00:00
Wentao Ye
45bd5c8e75 [Mypy] Fix mypy for vllm/config (#37808) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-23 14:33:59 +00:00
Jee Jee Li
aec2dc6c0d [Bugfix][LoRA] Fix incorrect LoRA Log (#37877) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-03-23 11:42:52 +00:00
DorBernsohn
7938d12119 [Bugfix] Fix CPU backend crash in KV cache block zeroing (#37550) 
Signed-off-by: DorBernsohn <dor.bernsohn@gmail.com>
 2026-03-23 11:35:45 +00:00
Kunshang Ji
debd6e768c [XPU][MoE Refactor] Refactor xpu mxfp4 support into oracle (#37784) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-23 11:10:41 +00:00
Andrew Xia
9ace378a63 [Frontend][Responses API] Fix arrival_time recording for TTFT on initial request (#37498) 
Signed-off-by: Andrew Xia <axia@meta.com>
 2026-03-23 09:58:08 +00:00
Kunshang Ji
27d5ee3e6f [FP8]add FP8 WoQ kernel abstraction. (#32929) 
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
 2026-03-23 09:47:47 +00:00
Chuan (Richard) Li
e99fb98867 [ROCm] Fix fused_moe_fake signature mismatch and other AITER bugs (#36100) 
Signed-off-by: Li <chuali@amd.com>
 2026-03-23 15:48:31 +08:00
Artem Perevedentsev
a16133a0f1 [Perf] [Bugfix] Fix Triton autotuning in inference for Qwen3.5 (#37338) 
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
 2026-03-23 00:37:58 -07:00
Hojin Yang
54ab804e87 [Bugfix] Store Qwen3Next A_log in fp32 (#37810) 
Signed-off-by: effortprogrammer <yhjhoward7@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-03-23 15:36:57 +08:00
r266-tech
02e6efe56d [Bugfix] JAIS: Only apply ALiBi when position_embedding_type='alibi' (#37820) 
Co-authored-by: r266-tech <r266-tech@users.noreply.github.com>
 2026-03-23 07:36:34 +00:00
Matthias Gehre
410d300893 [ROCm][Refactor] Enable AWQMarlinConfig on ROCm to use choose_mp_linear_kernel (#36505) 
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-03-23 15:36:08 +08:00
Baorun (Lauren) Mu
f85e479e66 [Feature] ViT Full CUDA Graph (#35963) 
Signed-off-by: Baorun Mu <bmu@nvidia.com>
 2026-03-23 13:01:10 +08:00
Lasha Koroshinadze
e7767eccae Fix AudioFlamingo3/MusicFlamingo HF parity and RoTE handling (#37643) 
Signed-off-by: Lasha <26011196+lashahub@users.noreply.github.com>
 2026-03-23 10:29:07 +08:00