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4625 Commits

Author SHA1 Message Date
lif
086b96339f [Bugfix] Add validation for tool requests when tool_parser is unavailable (#30613) 
Signed-off-by: majiayu000 <1835304752@qq.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
 2025-12-19 18:23:28 +08:00
Wenqi Glantz
4924ac582c Add hidden dimension validation for multimodal embedding inputs (#30968) 
Signed-off-by: Wenqi Glantz <wglantz@nvidia.com>
 2025-12-19 07:59:36 +00:00
Nick Hill
2ac85a4544 [BugFix] Fix logprobs with spec decode and modified logits (#30846) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-12-18 19:58:28 -08:00
Andreas Karatzas
7b43db210c [ROCm][CI][Bugfix] Multi-Modal Model Support Fixes and Attention Backend Improvements (#30270) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2025-12-19 02:17:27 +00:00
PlatinumGod
6a09612b2e [Bugfix] Fix tool_choice="none" being ignored by GPT-OSS/harmony models (#30867) 
Signed-off-by: yujiepu <pyjapple@gmail.com>
Signed-off-by: PlatinumGod <pyjapple@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2025-12-19 09:34:27 +08:00
Nick Hill
45c0526ac9 [BugFix] Handle errors when preprocessing added requests (#30895) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-12-19 01:29:11 +00:00
Elizabeth Thomas
41b6f9200f Remove all2all backend envvar (#30363) 
Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-18 19:46:28 +00:00
Isotr0py
700a5ad6c6 [MM Encoder]: Migrate legacy ViT MultiHeadAttention to new MMEncoderAttention interface (#30684) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-19 02:04:19 +08:00
inkcherry
500f26e6d3 [Bugfix] fix DP-aware routing in OpenAI API requests (#29002) 
Signed-off-by: inkcherry <mingzhi.liu@amd.com>
 2025-12-18 09:50:42 -08:00
sarathc-cerebras
28d15ab56b adds jais 2 support (#30188) 
Signed-off-by: sarathc-cerebras <sarath.chandran@cerebras.net>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-12-18 15:46:58 +00:00
Lucas Wilkinson
30bb19a760 [BugFix] Partial revert of #29558 (DeepEP HT + PIECEWISE CG support) (#30910) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-17 23:50:15 -08:00
Yifan Qiao
11a89cf95c [Fix][FlexAttention] return max logical block index to handle reused blocks (#30915) 
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
 2025-12-18 06:42:21 +00:00
Li, Jiang
e3ab93c896 [CPU] Refactor CPU fused MOE (#30531) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-12-18 14:36:49 +08:00
Zhengxu Chen
5f2f3fba1d [compile] Fix CI for test_gpt2_cache_hit (#30902) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
 2025-12-17 20:22:23 -08:00
Nicolò Lucchesi
bc3700e0cd [NIXL] Support P tensor-parallel-size > D tensor-parallel-size (#27274) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-18 11:53:30 +08:00
Micah Williamson
fd8afdf38d [ROCm][CI] Reduce Flakiness For test_async_scheduling Using ROCM_ATTN With FP32 (#30811) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-12-18 10:27:37 +08:00
SungMinCho
a0b782f9cc [Metrics] Model FLOPs Utilization estimation (#30738) 
Signed-off-by: SungMinCho <tjdals4565@gmail.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
 2025-12-18 01:40:51 +00:00
Isotr0py
74a1ac38b0 [v1] Add PrefixLM support to TritonAttention backend (#30386) 2025-12-17 16:05:24 -08:00
Matthew Bonanni
7eb6cb6c18 [Attention] Update tests to remove deprecated env vars (#30563) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-12-17 09:49:59 -08:00
Nicolò Lucchesi
9ca8cb38fd [CI][Bugfix] Fix flaky tests/entrypoints/openai/test_audio.py::test_chat_streaming_audio (#30878) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-17 18:49:56 +01:00
Jialin Ouyang
6e9dbcc50e [Fix] uniform decode batch check (#30747) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-12-17 19:58:43 +08:00
Chauncey
9ad5b21710 [Refactor] [4/N] Move VLLM_SERVER_DEV endpoints into the serve directory (#30749) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-12-17 02:27:30 -08:00
Michael Goin
519ef9a911 [UX] Make vllm bench serve discover model by default and use --input-len (#30816) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-12-17 01:55:30 -08:00
Ye (Charlotte) Qi
a100152288 [Kernels][FI] Skip trtllm attention when num_kv_heads=1 (#30842) 
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-12-17 01:54:21 -08:00
Xinyu Chen
3b1d440ede CustomOp: grouped topk (#29575) 
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
 2025-12-17 17:43:00 +08:00
Robin
20fda43151 [Bugfix][Frontend] Prevent IndexError in MiniMax M2 tool parser during streaming extraction (#30555) 
Signed-off-by: WangErXiao <863579016@qq.com>
 2025-12-17 16:37:57 +08:00
Cyrus Leung
44d3b1df3d [CI/Build] Fix compatibility between #30244 and #30396 (#30787) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-16 20:21:19 -08:00
Wentao Ye
b6ec077e05 [CI] Skip ci failure test (#30804) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-12-16 22:47:53 +00:00
Roger Wang
f5f51e5931 [Core][MM] Optimize encoder cache manager by operating with embeddings only (#30475) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Sun Kim <sunytokki@gmail.com>
 2025-12-16 14:18:17 -08:00
Lucas Wilkinson
9fec0e13d5 [Attention] Cache attention metadata builds across hybrid KV-cache groups (#29627) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Stanislaw Wozniak <stw@zurich.ibm.com>
 2025-12-16 17:10:16 -05:00
Wentao Ye
f21f5ea38c [Refactor] Small refactor for group topk (#30562) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-12-16 14:50:59 -05:00
Nicolò Lucchesi
ca702a14dc [Frontend] Add max-completion-token option to transcription/translation endpoints (#30769) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-16 19:36:49 +00:00
Michael Goin
10ee1c64cf [CI] Generalize gsm8k test args and add Qwen3-Next MTP B200 test (#30723) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-12-16 14:28:34 -05:00
Harry Mellor
af506fd76a Fix instantiation of HfHubHTTPError in LoRA test (#30768) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-16 08:02:24 -08:00
Isotr0py
4de08ad698 [CI/Build] Skip broken ViT backend functionality test tempoarily (#30782) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-16 06:45:25 -08:00
Jee Jee Li
0e391e7570 [Bugfix] Fix RequestOutput miss lora_request (#30636) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-16 01:36:35 -08:00
Andrew Xia
0d0c929f23 [responsesAPI][8] input/output messages for ResponsesParser (#30158) 
Signed-off-by: Andrew Xia <axia@fb.com>
Signed-off-by: Andrew Xia <axia@meta.com>
Co-authored-by: Andrew Xia <axia@fb.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2025-12-16 13:54:59 +08:00
jiangkuaixue123
b9ff4f2a8d [feature] extend DBO to XBO (#30120) 
Signed-off-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
Co-authored-by: root <root@hk01dgx028.cm.cluster>
 2025-12-16 00:04:01 -05:00
Boyuan Feng
c881db364e improve lazy import test (#30733) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-12-16 03:12:05 +00:00
Shanshan Shen
3bd9c49158 [CustomOp] Extract ApplyRotaryEmb as CustomOp and unify the dispatch logic (#29873) 
Signed-off-by: shen-shanshan <467638484@qq.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2025-12-15 19:08:16 -08:00
penfree
bbd850e597 [Bugfix] fix streaming final output for non harmony (#30237) 
Signed-off-by: penfree <qiupengfei@baidu.com>
Co-authored-by: penfree <qiupengfei@baidu.com>
 2025-12-16 09:03:11 +08:00
Michael Goin
a450c64a30 [Bugfix] Fail instead of ignoring when CompilationConfig gets invalid args (#30708) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-12-15 20:18:02 +00:00
Cyrus Leung
ed586e7724 [Refactor] [3/N] Move tool parser tests and run on CPU (#30693) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-15 13:45:36 +00:00
Chauncey
2a1776b7ac [Refactor] [2/N] Move tool parsers into the vLLM main directory (#30675) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-12-15 12:54:52 +00:00
wang.yuqi
4429d934de [Model] Automatic conversion of TokenClassification model (#30666) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-12-15 08:13:00 +00:00
汪志鹏
1adeb3b84c [New Model] BAGEL support (AR only) (#28439) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-15 14:58:23 +08:00
Wentao Ye
3778673ea8 [Feat] Refactor for parallel_config in FusedMoEModularKernel (#30282) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-12-15 04:21:36 +00:00
Shanshan Shen
87b4d1557d [CustomOp][MM] Extract MMEncoderAttention as CustomOp and replace the backend of QwenVisionAttention with it. (#30125) 
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-12-15 11:13:32 +08:00
Wenqi Glantz
84e23d103d additional protection for CVE-2025-62164 (#30649) 
Signed-off-by: Wenqi Glantz <wglantz@nvidia.com>
 2025-12-15 03:07:10 +00:00
Or Ozeri
174e39ead7 CPU KV Offloading: Use more CUDA streams (#29013) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-12-14 23:50:45 +00:00