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933f45334a79dcb69aa93178b3bbf3d9e0d46f09
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5828 Commits

Author SHA1 Message Date
Chengji Yao
933f45334a [Core] Make cudagraph check cuda platform only (#23005) 
Signed-off-by: Chengji Yao <chengjiyao@gmail.com>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@gmail.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2025-08-16 07:46:00 +00:00
Isotr0py
cc826a202b [Multimodal] Update Tensor schema test to cover arbitrary shape mm inputs (#22867) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-16 00:44:50 -07:00
Andrew Sansom
78863f8c5c [BugFix] Add support for loading prompt embeds tensors serialized on unavailable devices and sparse tensors (#22962) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-08-16 06:25:10 +00:00
Kunshang Ji
7caec10e7b [XPU]avoid circular import during XPU init (#23017) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-08-16 05:16:34 +00:00
Calvin Chen
e4e37ded56 [V1] support min_tokens for detokener (#22014) 
Signed-off-by: calvin chen <wen.chen@dynamia.ai>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-08-16 02:28:10 +00:00
Nick Hill
f6b5040590 [Frontend] Avoid list copies in serving_chat.py (#22947) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-16 02:06:30 +00:00
Benjamin Chislett
fbd88728b3 [Bugfix] Fix DeepSeek MTP (#22934) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
 2025-08-16 01:25:06 +00:00
Nicolò Lucchesi
070da660c1 [Kernel] Simplify get_kv_cache_layout and cache use_trtllm_attention env-dependent bit (#22735) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-08-16 00:14:08 +00:00
Nick Hill
ad0297d113 [Misc] Support passing multiple request ids at once to AsyncLLM.abort() (#22944) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-15 17:00:36 -07:00
Yichen Yan
236b864e4f [BugFix] Make run_once thread-safe (#22978) 
Signed-off-by: <wenji.yyc@alibaba-inc.com>
Signed-off-by: Yichen Yan <wenji.yyc@alibaba-inc.com>
 2025-08-15 16:56:17 -07:00
Yong Hoon Shin
3e2f7985a2 Support multiple attention groups for KV sharing (#22672) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-08-15 16:54:10 -07:00
Or Ozeri
c280066f9d [v1] Move block_hashes from KVCacheManager to Request.block_hashes (#19728) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-08-15 16:52:52 -07:00
Nick Hill
b9dc9d2607 [BugFix] Handle case where async utility call is cancelled (#22996) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Yinghai Lu <yinghai@thinkingmachines.ai>
 2025-08-15 17:38:42 -06:00
rishitdholakia13
1fc375dc05 [Structured Outputs] [Bug] Fix misalignment in apply_grammar_bitmask causing unintended masking and NaN logits (#22963) 
Signed-off-by: rishitdholakia13 <rishit+github@cohere.com>
 2025-08-15 23:25:05 +00:00
Thomas Parnell
f5d412bafb [BugFix] Fix regression caused by mamba state dtype PR (#22998) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-08-15 22:55:26 +00:00
eigen
1723ef1aae minor: zero workspace buffer init for flashinfer trtllm-gen attn (#22603) 2025-08-15 21:38:10 +00:00
Seiji Eicher
00d6cba0cf Add PrefixRepetitionRandomDataset to vllm bench serve datasets (#20638) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
 2025-08-15 14:09:23 -07:00
nvjullin
79899b63f6 [Bugfix] Added more env vars to hash (#22449) 
Signed-off-by: Julien Lin <jullin@nvidia.com>
 2025-08-15 20:08:37 +00:00
Zebing Lin
6e670778cd [Core] direct indexing on self.block_table_np in compute_slot_mapping (#22940) 
Signed-off-by: linzebing <linzebing1995@gmail.com>
 2025-08-15 12:12:12 -07:00
Wentao Ye
df5afa82e5 [Log] Debug Once for Randomizing dummy data for DP Rank (#22860) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-15 11:51:50 -07:00
Chih-Chieh Yang
6cd69f51bf [Model] Granite-4 support loading quantized checkpoint (#22925) 
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
 2025-08-15 18:47:56 +00:00
bnellnm
8ad7285ea2 [Kernels] Clean up FusedMoeMethodBase and modular kernel setup. Remove extra arguments from modular kernel methods. (#22035) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-15 14:46:00 -04:00
Chenheli Hua
993d3d122b [Benchmarks] Include image data when ShareGPT4V dataset is used. (#22955) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-08-15 18:23:06 +00:00
JartX
68af77e51c [FIXBUG] Correctly Apply Grammar Bitmask in Mixed Batches (#22896) 
Signed-off-by: JartX <sagformas@epdcenter.es>
 2025-08-15 17:42:49 +00:00
sstamenk
6b04039a72 [BugFix] Skip the Q component for QKVParallelLinear in the case of QKVCrossParallelLinear since its width is 0 (#22369) 
Signed-off-by: sstamenk <sstamenk@amd.com>
 2025-08-15 17:17:31 +00:00
Woosuk Kwon
1c859a1387 [V0 Deprecation] Remove advance_step (#22969) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-15 08:22:31 -07:00
fhl2000
74f441f4b5 [Core] Allow full cudagraph with separate attention routines and orthogonal to compilation, add support for FA2 and FlashInfer (#20059) 
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-08-15 10:01:39 -04:00
Csrayz
a0632a3e03 [Frontend] Expose do_log_stats interval to env (#22905) 
Signed-off-by: Csrayz <jover@cmbchina.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-15 13:00:20 +00:00
Thomas Parnell
75531a6c13 [V1] [Hybrid] Support using float32 for state in Hybrid Models (Mamba2, Mamba1, Minimax) (#22928) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-15 12:57:06 +00:00
Staszek Paśko
22341b996e Improve multimodal hasher performance for re-used Image prompts (#22825) 
Signed-off-by: Staszek Pasko <staszek@gmail.com>
 2025-08-15 12:32:56 +00:00
Roger Wang
49252cf59e [MM] Allow skipping memory profiling for multimodal models. (#22950) 
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-08-15 11:41:38 +00:00
Sayandip Dutta
aa300c438d [Bugfix] Unquote file uri before reading image (#22912) 
Signed-off-by: Sayandip Dutta <sayandip199309@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-08-15 09:28:00 +00:00
amirai21
fe91ce9591 [V1] - Split Prefill and Decode for Mamba1 models (#22653) 
Signed-off-by: amirk <amirk@ai21.com>
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
 2025-08-15 08:59:52 +00:00
TJian
b2f6c247a9 Revert "[ROCm][AITER] Support AITER Rope ops in RotaryEmbedding Module." (#22956) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-08-15 06:39:19 +00:00
Asaf Joseph Gardin
3d232dbd19 [Mamba] - refactor: Renamed mamba_attn to mamba2_attn (#22818) 
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
 2025-08-15 06:38:05 +00:00
Wentao Ye
5c3fbfe46b [Feature] Full Cuda Graph Support for Cutlass MLA and 6% E2E Throughput Improvement (#22763) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-15 06:27:30 +00:00
amirkl94
b4cef5e6c7 refactor: Change scaling factors calculation for flashinfer FusedMoE (#22812) 
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-15 06:19:31 +00:00
Nick Hill
0933f9d518 [BugFix][KVConn] Fix use of get_required_kvcache_layout (#22734) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-15 01:39:43 +00:00
Simon Mo
f1f0d2fab8 Revert "[Kernel] Add cuda kernel for gpt_oss activation" (#22948) 2025-08-14 17:38:10 -07:00
Jee Jee Li
81f4b96481 [Kernel] Add cuda kernel for gpt_oss activation (#22538) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-14 17:21:29 -07:00
Yongye Zhu
39cd09dc86 [Bugfix] use flash attn on sm90 (#22933) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-14 16:37:22 -07:00
Nick Hill
919234fe17 [BugFix] Fix initial DP request load imbalance (#22910) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-14 15:20:28 -07:00
Nick Hill
ebcce2cd36 [Core] Return final response for aborted requests from AsyncLLM.generate (#22283) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-14 14:49:02 -07:00
Dipika Sikka
4121de512e [Quantization]: Support compressed-tensors mixed-precision model loading (#22468) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
 2025-08-14 17:32:09 -04:00
nvjullin
279a5f31b3 [Kernel] Add nvfp4 gemm flashinfer backends (#22346) 
Signed-off-by: Julien Lin <jullin@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-08-14 16:03:55 -04:00
Jinzhen Lin
33c63e9547 [Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel (#22428) 
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Co-authored-by: Chenxi Yang <cxyang@meta.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Weixiao Huang <hwx.simle@gmail.com>
Co-authored-by: Raghav Ravishankar <113712354+alyosha-swamy@users.noreply.github.com>
Co-authored-by: ericehanley <ericehanley@google.com>
Co-authored-by: Zhonghua Deng <abzhonghua@gmail.com>
Co-authored-by: Po-Han Huang (NVIDIA) <53919306+nvpohanh@users.noreply.github.com>
Co-authored-by: PiteXChen <44110731+CLFutureX@users.noreply.github.com>
Co-authored-by: lkchen <github@lkchen.net>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: tlipoca9 <160737620+tlipoca9@users.noreply.github.com>
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Co-authored-by: wang.yuqi <noooop@126.com>
Co-authored-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
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Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>
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Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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Co-authored-by: asafg <asafg@ai21.com>
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Co-authored-by: qscqesze <qingjun@minimaxi.com>
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Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Andrew Sansom <andrew@protopia.ai>
Co-authored-by: Zhiyu <zhiyuc@nvidia.com>
Co-authored-by: Shu Wang <shuw@nvidia.com>
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Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2025-08-14 11:23:22 -07:00
Cyrus Leung
dbe298046c [Bugfix] Fix parsing of --disable-mm-preprocessor-cache (#22909) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-14 08:09:44 -07:00
Jiangyun Zhu
625ccd1c4d [Bugfix] Replace custom Encoding class with BatchEncoding in MistralTokenizer (#22786) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-08-14 08:09:27 -07:00
Jee Jee Li
92ff41abea [Model] Modify the gate implementation of glm4_moe (#22832) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-14 05:28:50 -07:00
Lucas Wilkinson
829b9a62d0 [Perf] Dont create unnecessary pooling params (#22876) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-08-14 05:28:09 -07:00