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Author SHA1 Message Date
wang.yuqi
f4b76056ee Improve enable chunked_prefill & prefix_caching logic. (#26623) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-27 22:05:48 -08:00
EanWang211123
37b15e97e8 [Multimodal][Speculative Decoding]Eagle3 mm support, enablement on qwen3vl (#29594) 
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: EanWang211123 <wangyiheng@sangfor.com.cn>
Co-authored-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-11-27 22:05:45 -08:00
maang-h
c7ba1f6bc7 [BugFix] Fix ValueError in NewRequestData repr methods (#29392) 
Signed-off-by: maang <maang_h@163.com>
 2025-11-28 13:42:30 +08:00
Wilson Wu
18523b87f6 [Docs] Update supported models for Olmo 3 in tool calling documentation (#29411) 
Signed-off-by: Wilson Wu <iwilsonwu@gmail.com>
 2025-11-28 02:53:55 +00:00
Xin Yang
745a3bae1a [LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-28 10:48:28 +08:00
scydas
35657bcd7a [CPU]Update CPU PyTorch to 2.9.0 (#29589) 
Signed-off-by: scyda <scyda@outlook.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2025-11-28 09:34:33 +08:00
Lucas Wilkinson
be493e0b3c [BugFix] Fix new nightly failures (#29578) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-11-27 13:45:38 -08:00
Woosuk Kwon
ae0ce1be27 [Model Runner V2][BugFix] Keep reference to GPU tensors in AsyncOutput (#29623) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-11-27 12:38:53 -08:00
Andrii Skliar
a5345bf49d [BugFix] Fix plan API Mismatch when using latest FlashInfer (#29426) 
Signed-off-by: Andrii Skliar <askliar@askliar-mlt.client.nvidia.com>
Co-authored-by: Andrii Skliar <askliar@askliar-mlt.client.nvidia.com>
 2025-11-27 11:34:59 -08:00
Nicolò Lucchesi
e5a621b724 [CI] Add batched audios Whisper test (#29308) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-11-27 19:31:52 +00:00
Isotr0py
38658ec6f3 [Bugfix][MM encoder] Fix ViT attention backend resolving for Turing GPU (#29614) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-27 19:17:37 +00:00
Cyrus Leung
a24ea5414b [Deprecation] Advance deprecation status (#29617) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-27 19:04:58 +00:00
Cyrus Leung
ea228b4491 [Misc] Remove unused code from protocol.py (#29616) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-27 18:39:59 +00:00
果冻虾仁
d45269b378 add skip_reading_prefix_cache in repr for PoolingParams (#29620) 2025-11-27 09:21:00 -08:00
Cyrus Leung
ee9841daa9 [Bugfix] Fix doc build on main (#29619) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-27 09:08:08 -08:00
Injae Ryou
0840abdd24 [BugFix] Optional tokenizer argument when loading GGUF models (#29582) 
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-27 16:53:10 +00:00
Harry Mellor
e1f262337b Update Transformers pin in CI to 4.57.3 (#29418) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-27 08:42:14 -08:00
Matthew Bonanni
fc1d8be3dc [Attention] Update attention imports (#29540) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-27 11:19:09 -05:00
Mathis Felardos
cd007a53b4 [bugfix] avoid NIXL_ERR_REMOTE_DISCONNECT in nixl_connector when Prefill dies (#28120) 
Signed-off-by: Mathis Felardos <mathis@mistral.ai>
 2025-11-27 15:32:38 +00:00
Didier Durand
66d3d5422c [Doc]: fixing typos in diverse files (#29492) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-11-27 07:15:50 -08:00
Ryan Rock
bab438ff3e [CI/Build] Skip ray tests on ROCm (#29556) 
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
 2025-11-27 07:01:37 -08:00
Li, Jiang
882851dc81 [CI/Build][Bugfix] Fix auto label issues for CPU (#29610) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-11-27 14:51:26 +00:00
Jee Jee Li
2f5f9acd55 [LoRA] Continue optimizing MoE LoRA weight loading (#29322) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-27 05:56:28 -08:00
Roger Wang
cf348c8d27 [Bugfix] Fix HunyuanVL XD-RoPE (#29593) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored by: grider-transwithai <grider@transwith.ai>
 2025-11-27 12:36:24 +00:00
Li, Jiang
a5abd1d384 [CI] Auto label CPU related issues (#29602) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-11-27 11:33:19 +00:00
Cyrus Leung
e6d4f3c254 [Bugfix] Fix pre-commit (#29601) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-27 02:23:06 -08:00
maang-h
51906c8c55 [Docs] Improve priority parameter documentation (#29572) 
Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang-h <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-11-27 02:09:24 -08:00
Morrison Turnansky
0838b52e2e [Frontend][torch.compile] CompilationConfig Overhaul (#20283): Set up -O infrastructure (#26847) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: adabeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-27 01:55:58 -08:00
Cyrus Leung
00d3310d2d [Bugfix] Update Ultravox compatibility (#29588) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-27 01:36:18 -08:00
Woosuk Kwon
da3222f371 [Model Runner V2] Implement multi-step Eagle with CUDA graph (#29559) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-11-27 00:09:41 -08:00
Micah Williamson
43c5792592 [ROCm][CI] Fix test_cpu_offloading for ROCm (#29548) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-11-27 07:54:44 +00:00
Johnny Yang
3ecabd06ee Fix tpu-inference platform path (#29554) 
Signed-off-by: Johnny Yang <johnnyyang@google.com>
 2025-11-26 23:25:21 -08:00
Jee Jee Li
c069086b9c [Bugfix] Fix getting device for MoE LoRA (#29475) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-26 23:16:07 -08:00
Woosuk Kwon
11ea5ec1ff [Model Runner V2] Refactor CudaGraphManager (#29583) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-11-26 21:37:59 -08:00
Fadi Arafeh
ecb1952378 [cpu][fix] Fix Arm CI tests (#29552) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
 2025-11-27 13:09:41 +08:00
TJian
da8e1a1bf9 [DOC] Add vLLM Bangkok Meetup info (#29561) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-11-27 04:42:50 +00:00
Woosuk Kwon
ee80aee1ca [Model Runner V2] Minor cleanup for build_attn_metadata (#29576) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-11-26 20:10:12 -08:00
Woosuk Kwon
0aeb698b77 [Model Runner V2] Minor code cleanup (#29570) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-11-26 19:47:17 -08:00
Louie Tsai
9bb33c8919 add xpu supported model and model id for cpu (#29380) 
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
 2025-11-27 11:30:50 +08:00
Jinzhen Lin
a67dec7cba [Bugfix] fix IMA issue in certain cases of the moe marlin kernel (#28619) 
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-11-26 19:02:21 -08:00
Matthew Bonanni
77740191de [Attention][Async] Eliminate seq_lens_cpu in FlashAttention metadata building with DCP > 1 (#29449) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-26 18:48:43 -08:00
HDCharles
df01eda4dc [Bugfix] Make compressed-tensors MoEs respect ignored layers (#28878) 
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
 2025-11-26 21:35:13 -05:00
Johnny Yang
ba1fcd84a7 [TPU] add tpu_inference (#27277) 
Signed-off-by: Johnny Yang <johnnyyang@google.com>
 2025-11-26 14:46:36 -08:00
Lucas Wilkinson
56539cddac [Core] Refactor padding logic and pad for CUDA graphs before attention metadata building (#28579) 2025-11-26 14:07:13 -05:00
Matthew Bonanni
430dd4d9eb [Attention] Remove imports from vllm/attention/__init__.py (#29342) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-26 10:53:15 -07:00
Alec
c4c0354eec [CI/Build] allow user modify pplx and deepep ref by ENV or command line (#29131) 
Signed-off-by: alec-flowers <aflowers@nvidia.com>
 2025-11-26 17:41:16 +00:00
HDCharles
e603129505 [refactor] CTConfig methods to static/class methods (#28870) 
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-26 17:21:58 +00:00
Wentao Ye
0b0aa874e8 [Perf] Optimize batch invariant BMM, 18.1% Throughput improvement, 10.7% TTFT improvement (#29345) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-26 09:38:52 -07:00
Huamin Li
70d5953f82 Revert "[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)" (#29483) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-11-26 22:27:26 +08:00
yxt
3650a74ed8 Optimize the wording of the document and unify the terminology and th… (#29491) 2025-11-26 05:16:12 -08:00