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2340 Commits
Author SHA1 Message Date
Roger Wang 8bf6266a17 [Multimodal] Generate mm_hash based on request metadata when caching is turned off (#23690) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-08-27 20:24:31 +00:00
Harry Mellor 0585a9e73c Disable torch.compile for dynamic rope models in Transformers backend (#23738) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-27 19:03:05 +00:00
Thomas Parnell dd58932280 [V1] [Hybrid] Enable compile and piecewise CUDA graph for MiniMax-Text models (#22589) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-08-27 10:05:16 -07:00
Cyrus Leung 52883ed084 [Model] Merge SupportsMultiModalWithRawInput with SupportsMultiModal (#23749) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-27 10:01:50 -07:00
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
Cyrus Leungandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> fe8d7b6f03 [Model] Interface to enable batch-level DP support (#23733) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-08-27 06:41:22 -07:00
Cyrus Leung 5eeef1b908 [Model] Explicit default_pooling_type interface (#23736) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-27 13:24:09 +00:00
Thomas Parnell 704432af3c [V1] [Hybrid] Disable prefix caching by default for hybrid or mamba-based models (#23716) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-08-27 12:51:54 +00:00
+46
tc-mbXin YangWentao YeZhonghua DengChaojun ZhangPate MotterTerrence ZhaoWoosuk KwonSimon MoMichael GoinweiliangSiyuan Fugemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Cyrus LeungCopilotProExpertProgLuka GovedičZijing LiuBin JiaJiangyun ZhuHarry MellorRaghavanJee Jee LiCyrus LeungRoger WangRoger Wangknlnguyen1802Huy DoMatúš NámešnýGuillaume CalmettesChen ZhangEn OuyangLi, Jiang <jiang1.li@intel.com>nvjullinDidier DurandTianyuLi0Hongxia YangYuekai ZhangvllmellmHyogeun OhThomas ParnellRussell BryantLukas GeigerIsotr0pyHuzaifa SidhpurwalaFedericozixuanzhang226wuhangyzdshongchaoczhu-cohereWeiYiheng XuAaron PhamChenheli HuaCSWYF3634076
 		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>
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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>
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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
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
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
Chenheli HuaandRoger Wang c905684cfe [Core] Asynchronous h2d in merge_multimodal_embeddings via pinned memory. (#23686) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-08-26 20:05:34 -07:00
Wei fecbb7c782 [Bugfix][gpt-oss] passing the cache config in gpt-oss (#23613) 
Signed-off-by: Wei Wei <wwei6@meta.com>
 2025-08-27 02:54:23 +00:00
Thomas Parnell 5f1af97f86 [V1] [Hybrid] Enable Full CUDA graph by default for hybrid models in V1 (#22594) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-08-26 23:28:55 +00:00
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
Yuekai Zhangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 9d4183dd2e [model] support qwen2audio embedding input (#23625) 
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-08-26 23:48:08 +08:00
Jee Jee Li fdeb3dac13 [Model] fix DeepSeek e_score_correction_bias dtype to fp32 (#23640) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-26 20:09:47 +08:00
Jee Jee LiandMichael Goin 9b5f64238f [Bugfix] Fix Qwen25VL packed_modules_mapping (#23604) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-26 01:09:14 -07:00
Cyrus Leung 7d67a9d9f9 [mypy] Fix incorrect type hint for EAGLE3 support (#23617) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-25 23:50:17 -07:00
Isotr0py a9082a4d14 [Bugfix] Fix Qwen3 MoE GPTQ inference (#23490) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-25 06:40:20 -07:00
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
Cyrus Leung ebafb0936d [Bugfix] Allow dynamic number of patches for llava_onevision (#23525) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-25 08:34:54 +00:00
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
Benji Beck 787cdb3829 Migrate DonutImagePixelInputs to TensorSchema (#23509) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-08-25 05:02:15 +00:00
Benji Beck a5203d04df Migrate skyworkr1v inputs to TensorSchema (#23499) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-08-25 04:43:21 +00:00
Benji Beck 99f8094400 Migrate tarsier inputs to TensorSchema (#23500) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-08-25 04:42:36 +00:00
zifeitong a71e4765cc [Bugfix] Fix Qwen2.5-VL quantized model weights loading (#23512) 
Signed-off-by: Zifei Tong <zifeitong@gmail.com>
 2025-08-25 10:40:22 +08:00
Cyrus Leung e2db1164a1 [Model] Enable BLOOM on V1 (#23488) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-24 13:30:47 +00:00
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
Benji Beck a75277285b Migrate Paligemma inputs to TensorSchema (#23470) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-08-24 04:56:56 +00:00
Benji Beck 053278a5dc Migrate Pixtral inputs to TensorSchema (#23472) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-08-24 04:55:53 +00:00
WeiQing Chenandycyaw66 23c939fd30 [Model] Support DP for ViT on MiniCPM-V-4 (#23327) 
Signed-off-by: ycyaw66 <497410282@qq.com>
Co-authored-by: ycyaw66 <497410282@qq.com>
 2025-08-23 02:14:41 +00:00
Isotr0pyand汪志鹏 cd7a3df26f [Bugfix] Fix broken Florence-2 model (#23426) 
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2025-08-22 17:50:52 +00:00
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
bpppszouyu.zzxbppps
 		424fb7a5d2 [BugFix] Fix the issue where image embeddings were incorrectly split.… (#23366) 
Signed-off-by: bppps <bpppsaka@gmail.com>
Co-authored-by: zouyu.zzx <zouyu.zzx@alibaba-inc.com>
Co-authored-by: bppps <bpppsaka@gmail.com>
 2025-08-22 16:56:46 +00:00
PapaGoose 88491c1b6b [Speculators][Speculative Decoding] Fix Qwen 2 Eagle3 Support (#23337) 2025-08-22 16:39:19 +00:00
Benji Beckandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 998720859c Migrate MiniCPMOAudioInputs to TensorSchema (#21847) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-08-22 16:43:29 +08:00
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 JiaandJee Jee Li 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
Benji BeckandCyrus Leung 0b9cc56fac Migrate MllamaImagePixelInputs to TensorSchema (#22020) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-08-22 11:28:49 +08:00
Benji Beck a482e4e769 Migrate MolmoImageInputs to TensorSchema (#22022) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-08-21 16:54:08 +00:00
Roger WangandDarkLight1337 79f05e4436 [Multimodal] Always enable hashing mm data (#23308) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-21 07:23:28 -07:00
wang.yuqi d70a16625d [Performance] V1 Pooling Models E2E Performance Optimization (#23162) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-21 13:26:09 +00:00
Paul Pak 2e2000f352 [Model] Add LFM2 architecture (#22845) 
Signed-off-by: Paul Pak <paulpak58@gmail.com>
 2025-08-21 09:35:07 +02:00
Cyrus Leung 0c31e28e95 [Bugfix] Fix extra whitespace in strings caused by newline (#23272) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 22:03:00 -07:00
杨奇(yann qi)yannqiyanggemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Cyrus Leung
 		655a09f653 [Model][VLM] Support R-4B Model (#23246) 
Signed-off-by: yannqi <yannqi@qq.com>
Signed-off-by: 杨奇(yann qi) <51905299+yannqi@users.noreply.github.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: yannqiyang <yannqiyang@tencent.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-08-21 04:08:52 +00:00
Asaf Joseph Gardinandasafg 3663870c72 [V1][Mamba1] - Full CUDA and Piecewise CUDA Graphs Support (#23035) 
Signed-off-by: asafg <asafg@ai21.com>
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
Co-authored-by: asafg <asafg@ai21.com>
 2025-08-20 20:08:51 -07:00
Cyrus Leung 2461d9e562 [CI/Build] Split out mm processor tests (#23260) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 20:05:20 -07:00