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4305 Commits
Author SHA1 Message Date
Li, Jiang 67cee40da0 [CI/Build][Bugfix] Fix Qwen VL tests on CPU (#23818) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-08-28 11:57:05 +00:00
JartXandMichael Goin 3462c1c522 [FIXBUG] Add return_success parameter to moe_wna16_weight_loader function (#22797) 
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-28 09:03:22 +00:00
Isotr0py c5d004aaaf [Model] Add PP support and VLM backbone compatability for GPT-OSS (#23680) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-28 16:03:28 +08:00
wang.yuqi 11a7fafaa8 [New Model]: Support GteNewModelForSequenceClassification (#23524) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-28 15:36:42 +08:00
Kyle Sayers 22feac8e95 [Transform] [Quantization] Add transforms to compressed tensors (#22486) 2025-08-28 02:43:48 -04:00
Michael Goin a781e84ec2 [Perf] Tune configs for triton block fp8 gemm H100/H200 (#23748) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-28 11:12:53 +08:00
Shrey Gupta 1b7b161a09 [Feature] models: pass layer prefix to replace_linear_class for per-layer quantization routing. Addresses #23239 (#23556) 
Signed-off-by: Shrey Gupta <shreyg1303@gmail.com>
 2025-08-27 20:12:44 -07:00
Benji Beck a69693e38f Migrate Qwen inputs to TensorSchema (#23473) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-08-28 10:43:26 +08:00
Michael Goin f9ca2b40a0 [Bugfix] Fix Marlin NVFP4 for modelopt (#23659) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-27 17:48:16 -04:00
Yongye Zhu 082cc07ef8 DP/EP Support for gpt-oss with deepep-ht comm kernel on SM100 (#23608) 2025-08-27 17:33:21 -04:00
Asaf Joseph Gardin 853c371fc3 [V1][Mamba] - Enable V1 by default for Mamba Models (#23650) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-08-27 20:53:30 +00:00
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
Wentao Yeandyoukaichao 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
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>
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
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
Dipika Sikka d272415e57 [Quantization] Expand compressed-tensors MoE matching logic to support NFP4 + FP8 MoEs (#22674) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
 2025-08-27 05:00:21 +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
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
Michael Goin de02b07db4 [Bugfix] Lazy import gpt_oss_triton_kernels_moe for mxfp4 (#23678) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-27 09:34:57 +08:00
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
zixuanzhang226 b1625dbe9c feat: add triton fused moe config for GLM-4.5-Air-FP8 on B200 (#23695) 
Signed-off-by: Zixuan Zhang <zixuanzhang@bytedance.com>
 2025-08-26 18:06:10 -07:00
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
Hyogeun Oh (오효근)andHarry Mellor 730d0ac8b9 [Docs] Fix warnings in mkdocs build (#23649) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
Signed-off-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-26 18:19:23 +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
TianyuLi0andLi, Jiang <jiang1.li@intel.com> f58675bfb3 [CPU] add cpu fused moe pytorch native implementation (#23146) 
Signed-off-by: Tianyu Li <tianyu.li@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2025-08-26 14:09:17 +00:00
nvjullinandMichael Goin 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
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
Michael Goin d52358c1e0 [Perf] Remove duplicated NVFP4 blockscales to save memory (#23379) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-26 19:16:33 +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
weiliangSiyuan FuMichael Goingemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		ae067888d6 Update Flashinfer to 0.2.14.post1 (#23537) 
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>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.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>
 2025-08-25 18:30:44 -07:00
Xin YangandWentao Ye 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
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