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Author SHA1 Message Date
Aaron Hao
5e1a373d2e [BUG] Fix rank calculation in NCCLWeightTransferEngine (#36940) 
Signed-off-by: hao-aaron <ahao@anyscale.com>
 2026-03-13 01:56:51 +00:00
Simo Lin
572c776bfb build: update smg-grpc-servicer to use vllm extra (#36938) 
Signed-off-by: Simo Lin <linsimo.mark@gmail.com>
 2026-03-13 01:31:36 +00:00
Yifan Qiao
55d8073d06 [Bugfix] ep_scatter kernel store-load race condition (#34991) 
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
 2026-03-13 01:07:59 +00:00
Nick Hill
cd32d6f586 [Model Runner V2] Some code simplification (#36929) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-03-13 00:59:23 +00:00
Jaewon
aaa3092f51 [MoE] Add routing simulation override for MXFP4 quantized MoE (#33595) 
Signed-off-by: Jaewon Lee <jaewon@meta.com>
 2026-03-13 00:30:44 +00:00
Shubhra Pandit
87985077a4 [Speculative Decoding] Add norm_before_fc for gpt-oss draft models (#36545) 
Signed-off-by: Shubhra Pandit <shubhra.pandit@gmail.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-03-12 23:03:32 +00:00
Ryan Rock
a79c1c2c80 [AMD][Build] Add DeepEP to ROCm Dockerfile (#36086) 
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
 2026-03-12 21:33:32 +00:00
Andreas Karatzas
cc8f1f4764 [ROCm][CI] Preparing gfx90a mirroring (#36210) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-12 13:42:25 -07:00
Michael Goin
05b9e8ab5b Revise environment setup in AGENTS.md (#36909) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-12 19:21:11 +00:00
Xinan Miao
2cdf92228c [Feature]: Remove Chunking From FusedMoE (#34086) 
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Southwest <1403572259@qq.com>
Signed-off-by: southwest <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
 2026-03-12 14:24:38 -04:00
Marc Sun
c973ecdead [bnb] Skip moe + bnb test (#36896) 
Signed-off-by: Marc Sun <marc@huggingface.co>
 2026-03-12 18:03:25 +00:00
Harry Mellor
e39257a552 Add AGENTS.md (#36877) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-12 10:20:50 -07:00
Dimitrios Bariamis
cc16b24b17 Update Flashinfer to 0.6.6 (#36768) 
Signed-off-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Co-authored-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
 2026-03-12 13:19:19 -04:00
Eunkwang Jeon
bdc2343454 [Bugfix] Fix KeyError in parse_response_input for reasoning items with optional content (#34499) 
Signed-off-by: jeonsworld <jeonsworld@gmail.com>
 2026-03-13 00:13:36 +08:00
Matthew Bonanni
f444c05c32 [Attention] Use FA4 for MLA prefill (#34732) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-12 12:10:17 -04:00
SoluMilken
85199f9681 [Bugfix] fix main branch pre-commit error (1 line change) (#36897) 
Signed-off-by: SoluMilken <ypiheyn.imm02g@g2.nctu.edu.tw>
 2026-03-12 09:08:37 -07:00
grimulkan
a1257fd1ea [Kernel] Add FP8 KV cache support to Triton MLA decode attention (#34597) 
Signed-off-by: grimulkan <grimulkan@gmail.com>
 2026-03-12 08:32:34 -07:00
Thomas Parnell
abcffbba8c [CI] Fix mypy pre-commit errors on main (#36882) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-12 08:22:29 -07:00
Kunshang Ji
53ec16a705 [Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-12 07:57:47 -07:00
Wei Zhao
2e693f48e7 [Perf] Add TRTLLM FP8 MoE Modular Kernel (#36307) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-03-12 07:32:31 -07:00
Martin Hickey
7f1f36bf91 [CI] Fix mypy for vllm/reasoning (#35742) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-12 12:21:33 +00:00
Mark McLoughlin
5282c7d4d0 [docs] Add lightweight AI assisted contribution policy (#30947) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2026-03-12 11:46:13 +00:00
caozuoba
9e19f8338b [Perf] add packed recurrent fast path for decode (#36596) 
Signed-off-by: hdj <1293066020@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-03-12 04:01:57 -07:00
Sage
06e0bc21d2 [Frontend] Split OpenAIServingModels into OpenAIModelRegistry + OpenAIServingModels (#36536) 
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
 2026-03-12 03:29:37 -07:00
Chauncey
5a71cdd76e [Bugfix] Fix crash when tool_choice=required exceeds max_tokens (#36841) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-03-12 03:28:45 -07:00
Shanshan Shen
f0d3658c0f [MM][OOT] Support CPU seq_lens for OOT MMEncoderAttention kernels (#36605) 
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-12 03:28:23 -07:00
Michael Goin
57431d8231 [UX] Only show FP4 Marlin fallback warning for w4a4 models (#36806) 
Co-authored-by: Claude <noreply@anthropic.com>
 2026-03-12 05:19:35 -04:00
Xu Jinyang
3e64fe4a18 [Bugfix] Warm up Triton autotuner for GDN layers during V1 profiling (#36599) 
Signed-off-by: AuYang <459461160@qq.com>
 2026-03-12 00:51:09 -07:00
sfeiqiang
8cb24d3aed [KV Connector] Support using FlexKV as KV Cache Offloading option. (#34328) 
Signed-off-by: phaedonsun <phaedonsun@tencent.com>
Co-authored-by: phaedonsun <phaedonsun@tencent.com>
 2026-03-12 00:46:20 -07:00
István Ketykó
00726c74c9 [Bugfix][Model] Fix DeepSeek-OCR TensorSchema crash on empty images_crop (#36670) 
Signed-off-by: István Ketykó <istvan.ketyko@gmail.com>
 2026-03-12 15:35:54 +08:00
Chauncey
9fe404ed04 [Frontend] OpenAI Responses API supports Tool/Function calling with streaming (#29947) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-03-12 15:03:50 +08:00
Sage
802f306cd1 [Tests] Skip model weight download for render-only test server (#36813) 
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
 2026-03-12 06:24:42 +00:00
Yan Ma
894843eb25 replace with torch.cuda.device with with torch.accelerator.device_index (#36144) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
 2026-03-11 23:12:57 -07:00
Yanan Cao
584a3f56de [Kernel][Helion][13/N] Force static_shapes=False in helion register (#36677) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-12 05:35:29 +00:00
Nick Hill
36735fd772 [BugFix] Fix multiple/duplicate stdout prefixes (#36822) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-03-12 12:23:21 +08:00
wang.yuqi
6ecabe4936 [CI Failure] Fix Language Models Test (Extended Pooling) daily CI Failure (#36761) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-12 12:22:05 +08:00
Woosuk Kwon
2f8b4ce0c0 [Model Runner V2] Do not initialize sampler for non-last PP ranks (#36824) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-03-12 03:55:28 +00:00
Yuwei An
2ef69456f5 [LMCache] Fault Tolerance Mechanism (#36586) 
Signed-off-by: Oasis-Git <ayw.sirius19@gmail.com>
 2026-03-12 03:54:39 +00:00
Louie Tsai
17852aa503 more models for vLLM Benchmark Suite (#35086) 
Signed-off-by: louie-tsai <louie.tsai@intel.com>
 2026-03-12 11:36:51 +08:00
Flora Feng
8647c6cf51 [Bugfix] Fix minimax_m2 tool parser when stream interval > 1 (#35895) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-12 10:25:14 +08:00
Kunshang Ji
513949f95f [XPU][Doc] Remove manual OneAPI install step, now handled by torch-xpu (#36831) 
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
 2026-03-12 01:46:02 +00:00
Nick Hill
262b76a09f [Frontend] Exclude anthropic billing header to avoid prefix cache miss (#36829) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-12 01:20:34 +00:00
Wentao Ye
c34ba6b961 [Perf] Optimize compute maxsim using batched version, 3.2% E2E throughput improvement (#36710) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-12 08:37:01 +08:00
Matthias Gehre
24062b704f [ROCm][CI/Build] Add gfx1152/gfx1153 (Krackan) to HIP supported architectures (#36499) 
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
 2026-03-11 23:14:40 +00:00
Aaron Hao
d6b61e5166 [BUG] Fix async rlhf tests (#35811) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2026-03-11 18:06:10 -04:00
Yanan Cao
cf632499ee [Kernel] [Helion] [15/N] Split config files into per-platform files (#36698) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-11 17:25:29 -04:00
Yanan Cao
a3774a8198 [Kernel] [Helion] [12/N] Use FakeTensorMode to avoid GPU allocation during config key computation (#36563) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-11 17:25:16 -04:00
Yanan Cao
0ce21c46a0 [Kernel] [Helion] [14/N] Set autotune_ignore_errors=True during autotuning (#36683) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-11 17:25:04 -04:00
Woosuk Kwon
55eed6b7a5 [Model Runner V2] Add WhisperModelState [6/N] (#35790) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-03-11 14:20:38 -07:00
Giancarlo Delfin
c77181e534 [Model Runner V2] Add probabilistic rejection sampling for spec decoding (#35461) 
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
 2026-03-11 14:04:32 -07:00