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Author SHA1 Message Date
pougetat
1659b2e058 [Feature] Add basic metrics for /realtime endpoint (#35500) 
Signed-off-by: Thomas Pouget-Abadie <thomaspou@microsoft.com>
Signed-off-by: pougetat <thomas.pougetabadie@gmail.com>
Co-authored-by: Thomas Pouget-Abadie <thomaspou@microsoft.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-04 19:56:32 +08:00
haosdent
d6e04f4c43 [Bugfix] Cap FULL decode cudagraph sizes for Mamba/hybrid models (#34094) (#34571) 
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
 2026-03-04 11:56:22 +01:00
Kunshang Ji
a8f66cbde8 [XPU] bump vllm-xpu-kernels to v0.1.3 (#35984) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-04 18:23:31 +08:00
Kunshang Ji
16d2ad1d38 [Hardware] Replace torch.cuda.empty_cache with torch.accelerator.empty_cache (#30681) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-04 09:49:47 +00:00
Chuan (Richard) Li
5dc3538736 [ROCm][Bugfix] Fall back from CK MXFP4 MoE when GEMM dimensions are unsupported (#35893) 
Signed-off-by: Li <chuali@amd.com>
 2026-03-04 08:30:54 +00:00
Nathan Price
36bf213181 [Bugfix] Add missing dynamic_arg_dims for Qwen3-ASR torch.compile (#35869) 
Signed-off-by: Nathan Price <nathan@abridge.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-04 08:29:01 +00:00
Joe Runde
6f0dd93801 [Core] Remove busy loop from idle buffer readers (#28053) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Travis Johnson <tsjohnso@us.ibm.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-03-04 07:44:20 +00:00
Andrii Skliar
5d199ac8f2 Support Audio Extraction from MP4 Video for Nemotron Nano VL (#35539) 
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: Andrii <askliar@nvidia.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Andrii Skliar <askliar@oci-nrt-cs-001-vscode-01.cm.cluster>
Co-authored-by: Andrii <askliar@nvidia.com>
Co-authored-by: root <root@pool0-03748.cm.cluster>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: root <root@pool0-02416.cm.cluster>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: root <root@pool0-04880.cm.cluster>
 2026-03-03 23:20:33 -08:00
Komal Kumar Teru
9e0f44bec4 [cohere][fix][spec-decode]: fix crash when allowed_token_ids is set without penalties (#35654) 
Signed-off-by: kkt-cohere <komal@cohere.com>
 2026-03-03 23:20:15 -08:00
lailoo
097eb544e9 [Bugfix] Improve engine ready timeout error message (#35616) 
Signed-off-by: damaozi <1811866786@qq.com>
v0.17.0rc0 		2026-03-04 05:54:32 +00:00
ShiJie Zhong
7cdba98edf [BugFix] Support tool_choice=none in the Anthropic API (#35835) 
Signed-off-by: ZhongsJie <zhongsjie@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-03-04 05:24:46 +00:00
Charlie Fu
3c85cd9d74 [Rocm][CI] Fix ROCm LM Eval Large Models (8 Card) (#35913) 
Signed-off-by: charlifu <charlifu@amd.com>
 2026-03-04 04:50:13 +00:00
Andreas Karatzas
edba15045a [Bugfix] Guard mm_token_type_ids kwarg in get_mrope_input_positions (#35711) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-04 04:12:51 +00:00
Cyrus Leung
e379396167 [Refactor] Clean up processor kwargs extraction (#35872) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-03 19:53:53 -08:00
Isotr0py
6e9f21e8a2 [Chore] Remove debug code in model implementation (#35883) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-03 19:50:58 -08:00
AllenDou
c1d963403c [model] support FireRedASR2 (#35727) 
Signed-off-by: zixiao <shunli.dsl@alibaba-inc.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: zixiao <shunli.dsl@alibaba-inc.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-03 19:41:30 -08:00
Shanshan Shen
77e6dcbbfa [PluggableLayer][MM] Add PluggableLayer for RelPosAttention (#33753) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2026-03-03 19:41:27 -08:00
William Zhang
70c73df69e [Bugfix] Fix EVS implementation for Qwen3 VL (#33607) 
Signed-off-by: 2ez4bz <133824995+2ez4bz@users.noreply.github.com>
 2026-03-04 02:18:11 +00:00
xjx
9a9d442464 Enable bnb for multiple indices weight (#35838) 
Signed-off-by: xjx <493337577@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-04 01:46:47 +00:00
Andreas Karatzas
f7da9cdffc [ROCm][CI] Support async weight transfer example with platform-aware determinism (#35710) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-04 09:44:14 +08:00
Jaewon
f22ff2958c [Bugfix] Fix coord_socket assertion in DPEngineCoreProc for offline DP mode (#35916) 
Signed-off-by: Jaewon Lee <jaewon@meta.com>
 2026-03-04 00:10:11 +00:00
Nick Hill
d15c3b90fc [Core] Move save_tensorized_model logic to Worker (#35825) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-03-03 15:31:59 -08:00
zhrrr
97286a20ed [Model Runner V2] support dp & ep for spec decoding (#35294) 
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
 2026-03-03 15:19:45 -08:00
Amr Mahdi
12b38c0f45 [CI/Build] Allow mounting AWS credentials for sccache S3 auth (#35912) 
Signed-off-by: Amr Mahdi <amrmahdi@meta.com>
 2026-03-03 14:30:47 -08:00
Woosuk Kwon
467886a0c4 [Model Runner V2] Fix inputs_embeds=None bug for MM models (#35917) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-03-03 13:47:45 -08:00
bnellnm
a9b8b13e5c [Bugfix] Fix misnamed parameter in compressed_tensors_moe.py (#35813) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-03-03 16:29:57 -05:00
Micah Williamson
e7213003cb [ROCm][CI] Fix TP size issue for test_gpt_oss (#35887) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-03-03 20:57:34 +00:00
Rohan Potdar
3a8eef5869 [ROCm][Bugfix]: Disable AITER Triton ROPE by default (#35601) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2026-03-03 13:43:56 -06:00
Robert Shaw
97995f6376 [MoE Refactor] Create MK for TRTLLM Kernels (#32564) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
 2026-03-03 10:39:50 -08:00
Robert Shaw
881a6b011b [CI] Temporarily Disable Llama4 MoE Refactor Test (#35870) 
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-03-03 10:36:15 -08:00
Matthew Bonanni
8e1fd5baf0 [CI] Bump num_speculative_tokens to 3 in nightly DeepSeek tests (#35882) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-03 09:26:44 -08:00
JasonCohere
ae88468bcc fix: Ensure invalid audio files return 400 error (#34715) 
Signed-off-by: Jason Ozuzu <jasonozuzu@cohere.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2026-03-03 08:47:39 -08:00
ojhaanshika
e05cb3b93e TRTLLM gen-full attn Test Coverage (#34986) 
Signed-off-by: Anshika Ojha <anshikao@nvidia.com>
Co-authored-by: Anshika Ojha <anshikao@gb-nvl-059-compute09.nvidia.com>
 2026-03-03 11:35:34 -05:00
Lucas Wilkinson
28ef9ba399 [BugFix] Add support for MTP num_speculative_tokens > 1 with sparse MLA (#34552) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-03 07:21:57 -08:00
TJian
fb7fdc49c4 [ROCm] [CI] Add new fusion test cases that are relevant to vLLM IR Ops (#34307) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-03-03 06:24:21 -08:00
wang.yuqi
ea463978bb [Frontend][1/n] Improve pooling entrypoints | classify. (#35604) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-03-03 06:05:36 -08:00
Li, Jiang
440f0e7dc6 [Bugfix] Avoid src/dst as None in irecv/isend_tensor_dict (#35754) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2026-03-03 05:56:08 -08:00
wang.yuqi
fd4a90f337 [CI] And PPL test for Qwen3.5. (#35853) 
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>
 2026-03-03 13:15:51 +00:00
Thomas Parnell
ad9d09e2b8 [Perf] [Hybrid] Copy num_accepted_tokens in non-blocking way when not using prefix caching (#35442) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2026-03-03 04:15:43 -08:00
Szymon Reginis
4beebfd146 [CI/Build][Intel] Add new performance benchmarks for Intel Gaudi 3 (#31025) 
Signed-off-by: Szymon Reginis <sreginis@habana.ai>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-03 19:48:24 +08:00
hallerite
b8401cde0e add regression test (#35834) 
Signed-off-by: hallerite <git@hallerite.com>
 2026-03-03 07:32:15 +00:00
TJian
5dfc5abe94 [ROCm] [Release] Change the package from aiter to amd-aiter (#35198) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2026-03-02 23:13:39 -08:00
lin-shh
8fa68a8ce4 Fix TYPE_CHECKING stub defaults in envs.py to match actual runtime defaults (#35645) 2026-03-02 21:59:43 -08:00
lin-shh
35a6f0bfe2 [Misc] Fix typos in comments: explict→explicit, paramaters→parameters (#35648) 2026-03-02 21:59:14 -08:00
Taneem Ibrahim
3a6cbf16e2 [MISC] Removed unused function find_all_indices() from tool_parsers/utils.py (#35683) 
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
 2026-03-03 13:58:42 +08:00
Lucas Wilkinson
f44d1ddc8c [BugFix] Fix cmake based incremental install (wrong vllm install dir) (#35773) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-03-02 21:58:16 -08:00
Cyrus Leung
48a54c1e0d [CI/Build] Trigger processor tests on registry update (#35824) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-03 13:55:57 +08:00
Micah Williamson
8b9e8b7454 [ROCm][CI] Fix Assertion Logic For test_gpt_oss (#35806) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-03-03 05:08:04 +00:00
Wentao Ye
c21d0039ec [Refactor] Fix maxsim cuda platform and add cli to control it (#35427) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-03-03 12:48:31 +08:00
Isotr0py
7d8bbe6f42 [CI/Build] Automatically patch video metadata for multimodal processor test (#35822) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-03 04:27:45 +00:00