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2733 Commits

Author SHA1 Message Date
Nick Hill
3ce8285d6d [LogitsProcs] Deduplicate built-in LP implementation logic (#23362) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-27 23:11:33 +08:00
Isotr0py
841490434a [Model] Enable native HF format InternVL support (#23742) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-27 14:45:17 +00:00
Wentao Ye
3af47c3cc6 [Feature] Add Hopper DeepGEMM E8M0 for DeepSeekV3.1 scale_fmt (#23666) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-08-27 14:09:08 +00:00
tc-mb
9d30de4469 [model] Support MiniCPM-V 4.5 (#23586) 
Signed-off-by: tc-mb <caitianchi@modelbest.cn>
Signed-off-by: Xin Yang <xyangx@amazon.com>
Signed-off-by: Abatom <abzhonghua@gmail.com>
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Signed-off-by: Pate Motter <patemotter@google.com>
Signed-off-by: Terrencezzj <terrence@cohere.ai>
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: simon-mo <simon.mo@hey.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: siyuanf <siyuanf@nvidia.com>
Signed-off-by: Weiliang Liu <weiliangl@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Signed-off-by: Zijing Liu <liuzijing2014@users.noreply.github.com>
Signed-off-by: jiabin.00 <jiabin.00@bytedance.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: tc-mb <157115220+tc-mb@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.me>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Huy Do <huydhn@gmail.com>
Signed-off-by: Matúš Námešný <matus.namesny@ameria.com>
Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: oye93 <en.ouyang93@outlook.com>
Signed-off-by: Julien Lin <jullin@nvidia.com>
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Tianyu Li <tianyu.li@arm.com>
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Zerohertz <ohg3417@gmail.com>
Signed-off-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Huzaifa Sidhpurwala <huzaifas@redhat.com>
Signed-off-by: Federico <65908512+coval3nte@users.noreply.github.com>
Signed-off-by: Zixuan Zhang <zixuanzhang@bytedance.com>
Signed-off-by: wuhang <wuhang6@huawei.com>
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
Signed-off-by: Wei Wei <wwei6@meta.com>
Signed-off-by: Yiheng Xu <charlesyihengxu@gmail.com>
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: wangyafeng <wangyafeng@baidu.com>
Co-authored-by: Xin Yang <105740670+xyang16@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Zhonghua Deng <abzhonghua@gmail.com>
Co-authored-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Pate Motter <p@temotter.com>
Co-authored-by: Terrence Zhao <32208165+Terrencezzj@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: weiliang <weiliangl@nvidia.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Zijing Liu <liuzijing2014@users.noreply.github.com>
Co-authored-by: Bin Jia <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Raghavan <oneraghavan@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.me>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Huy Do <huydhn@gmail.com>
Co-authored-by: Matúš Námešný <matus@namesny.com>
Co-authored-by: Guillaume Calmettes <gcalmettes@scaleway.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: En Ouyang <en.ouyang93@outlook.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
Co-authored-by: nvjullin <jullin@nvidia.com>
Co-authored-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: TianyuLi0 <116711075+TianyuLi0@users.noreply.github.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Huzaifa Sidhpurwala <huzaifas@redhat.com>
Co-authored-by: Federico <65908512+coval3nte@users.noreply.github.com>
Co-authored-by: zixuanzhang226 <zixuanzhang@bytedance.com>
Co-authored-by: wuhang <wuhang6@huawei.com>
Co-authored-by: yzds <41983536+youzhedian@users.noreply.github.com>
Co-authored-by: hongchao <hongchao@msh.team>
Co-authored-by: czhu-cohere <conway.zhu@cohere.com>
Co-authored-by: Wei <weiweinpu@gmail.com>
Co-authored-by: Yiheng Xu <charlesyihengxu@gmail.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Chenheli Hua <huachenheli@outlook.com>
Co-authored-by: CSWYF3634076 <58356743+CSWYF3634076@users.noreply.github.com>
 2025-08-27 05:38:00 -07:00
Jee Jee Li
e03940762b [CI/Build] Reduce LoRA layer test cases (#23721) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-27 10:59:35 +00:00
Cyrus Leung
91e382c935 [CI/Build] Remove redundant register in model init tests (#23715) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-27 08:11:15 +00:00
Cyrus Leung
69244e67e6 [Core] Use key-only cache for BaseMultiModalProcessor (#23018) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-27 14:19:13 +08:00
rongfu.leng
8dbf6ed7be [Bugfix] fix when config.yaml config value is list parse error (#23528) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2025-08-27 05:54:39 +00:00
Jee Jee Li
9de25c294b [CI/Build] Remove redundant LoRA model tests (#23706) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-27 05:51:50 +00:00
Chen Zhang
142ac08030 [Frontend] Optimize beam search performance by limiting concurrency (#23599) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-27 04:59:14 +00:00
CSWYF3634076
644d57d531 [Model] Add Ernie4.5 VL Model Support (#22514) 
Signed-off-by: wangyafeng <wangyafeng@baidu.com>
 2025-08-26 21:02:55 -07:00
Yiheng Xu
786835807b [Bugfix]: Qwen3 Coder Tool Parser (#23099) 
Signed-off-by: Yiheng Xu <charlesyihengxu@gmail.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
 2025-08-26 19:58:32 -07:00
Chen Zhang
eb1995167e [gpt-oss] Enable unit test for response API harmony integration (#23533) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-26 18:23:26 -07:00
czhu-cohere
2c2b140ae8 [quantization] use channel scales for w4a8 + misc fixes (#23570) 
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
 2025-08-26 18:23:23 -07:00
Isotr0py
9816b81f5f [Model] Enable video support for InternVL3.5 models (#23658) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-26 19:46:52 +00:00
Jiangyun Zhu
c37c0af990 [Misc] Fix comments in tests/kernels/quantization (#23675) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-08-26 19:31:20 +00:00
Cyrus Leung
9715f7bb0f [Bugfix] Fix incorrect original shape in hashing (#23672) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-08-26 19:01:25 +00:00
nvjullin
f66673a39d [Kernel] Added flashinfer fp8 per-tensor gemms (#22895) 
Signed-off-by: Julien Lin <jullin@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-26 06:54:04 -07:00
Chen Zhang
2b4fc9bd9b Support FlashAttention Backend for Hybrid SSM Models (#23299) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-26 12:41:52 +00:00
Guillaume Calmettes
ebd5a77bb5 feat: add usage to TranscriptionResponse (text and json response_format) (#23576) 
Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com>
 2025-08-26 05:26:26 -07:00
Roger Wang
b5d34af328 [Bugfix] Fix scheduling when repeated images in one request (#23544) 
Signed-off-by: Roger Wang <hey@rogerw.me>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.me>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
 2025-08-26 09:46:28 +00:00
Bin Jia
959783fb99 [fix] fix seed-oss-parser (#23560) 
Signed-off-by: jiabin.00 <jiabin.00@bytedance.com>
 2025-08-25 23:16:36 -07:00
Cyrus Leung
ce0e9dbd43 [CI/Build] Fix typo in #23561 (#23616) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-25 23:13:03 -07:00
Cyrus Leung
6fd45e7b8a [CI/Build] Use vLLM client's user agent to fetch images (#23561) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-25 19:34:12 -07:00
Michael Goin
906e461ed6 [CI Fix] Pin deepep and pplx tags in tools/ep_kernels/, gate multigpu tests (#23568) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-25 18:29:00 -07:00
Xin Yang
8a3cd90af5 [Kernel] Add fused grouped_topk kernel for MoE (#23274) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-08-25 11:47:52 -07:00
22quinn
2a167b2eeb [test][RL] Add sleep level 2 test and fix reload with sleep mode (#23521) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-08-26 00:25:52 +08:00
Driss Guessous
e0329ed4b4 Updates to Flex + VLLm integration (#21416) 
Signed-off-by: drisspg <drisspguessous@gmail.com>
 2025-08-25 09:32:42 -04:00
Cyrus Leung
6879cd80ae [Refactor] Pass tokenizer explicitly instead of binding to prompt update (#23542) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-25 06:31:57 -07:00
Ayush Satyam
5c4b6e66fe [Attention] Unify mamba and attention backend selection (#23171) 
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
 2025-08-25 09:09:36 +00:00
Breno Baldas Skuk
0cb7b065c3 Feature/benchmark/random mm data/images (#23119) 
Signed-off-by: breno.skuk <breno.skuk@hcompany.ai>
 2025-08-25 01:28:35 -07:00
Chenguang Zheng
d765cf01fe [Core][Multimodal] Track encode cache entries by mm_hash and enable embedding sharing between requests (#22711) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-08-25 00:41:17 -07:00
Cyrus Leung
712d0f88d8 [Refactor] Dynamic target and content for prompt updates (#23411) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-24 23:39:58 -07:00
LIYIFAN_liyifan
c9abb10489 [Bugfix] Fix Dense module loading for sentence-transformers embedding models (simplified V2) (#23408) 
Signed-off-by: FFFfff1FFFfff <yifanli0919@gmail.com>
 2025-08-25 05:39:24 +00:00
Noam Gat
39971db3aa Frontend: Adding LM Format Enforcer support to V1 engine (#22564) 
Signed-off-by: Noam Gat <noamgat@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-08-24 19:31:22 -07:00
汪志鹏
416f05929a [New Model]Donut model (#23229) 
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2025-08-24 12:52:24 +00:00
TeeKen Lau
5e021b4981 (Misc): add missing test for zero truncation size. (#23457) 
Signed-off-by: teekenl <teekenlau@gmail.com>
 2025-08-24 18:12:47 +08:00
czhu-cohere
e76e233540 [kernel] Support W4A8 on Hopper (#23198) 
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
 2025-08-24 06:18:04 +00:00
Aziz
d9a55204ba fix(tests): Correct unreachable assertion in truncation test (#23425) 
Signed-off-by: AzizCode92 <azizbenothman76@gmail.com>
 2025-08-23 05:23:54 +00:00
elvischenv
24d0c9e6ed [NVIDIA][torch.compile] Support Flashinfer TRTLLM FP8-q/kv NVFP4-out Attention Kernel (#22703) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-08-22 22:09:05 +00:00
Ilya Markov
0313cf854d [PERF] PyTorch Symmetric Memory All-Reduce (#20759) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-22 15:39:08 -06:00
Isotr0py
32d2b4064f [Model] Add Ovis2.5 PP support (#23405) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-22 17:46:34 +00:00
Yong Hoon Shin
b6d7d34fc6 Add unit tests for batched guided and non-guided requests (#23389) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-08-22 10:31:24 -07:00
Aziz
341923b982 fix(tests): Ensure reliable CUDA cache clearing in MoE test (#23416) 
Signed-off-by: AzizCode92 <azizbenothman76@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-08-22 17:20:59 +00:00
Jee Jee Li
285178b3b8 [V0 Deprecation] Remove V0 LoRA test (#23418) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-22 09:56:51 +00:00
Flora Feng
53415653ff [P/D][Nixl] Make kv cache register compatible with hybrid memory allocator (#23079) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2025-08-21 22:30:48 -07:00
Chen Zhang
17373dcd93 [Attention] Refactor AttentionMetadata Preparation for Encoder-only Models (#23154) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-22 05:05:59 +00:00
Bin Jia
5964069367 [New Model] Add Seed-Oss model (#23241) 
Signed-off-by: jiabin.00 <jiabin.00@bytedance.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-22 04:58:10 +00:00
Arjun Reddy
111692bb8c [CI] Add end-to-end V1 min_tokens test coverage (#22495) 
Signed-off-by: Arjun Reddy <189282188+arjunbreddy22@users.noreply.github.com>
Co-authored-by: Arjun Reddy <189282188+arjunbreddy22@users.noreply.github.com>
 2025-08-21 22:04:07 -06:00
Isotr0py
3ac849665d [CI/Build] Skip Idefics3 and SmolVLM generation test again (#23356) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-22 03:39:46 +00:00