open-git/vllm-anthropic
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
10,530 Commits 5 Branches 0 Tags
b2f78cbad4e86c484a0fcc518c9e8e3cded0e2cd
Commit Graph

142 Commits

Author SHA1 Message Date
Bram Wasti
b2f78cbad4 [small][batch invariance] Rename the env and internal flags to simplify usage (#26855) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
 2025-10-16 21:40:25 +00:00
Bram Wasti
7d8975de84 Deepseek-v3 Batch Invariant on 8xH100 (#26609) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-15 22:06:02 -07:00
kliuae
1317034379 [ROCm][FEAT] Fuse DeepSeek shared experts into AITER fused_moe ops (#24097) 
Signed-off-by: chenjun <junchen2@amd.com>
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: valarLip <103567126+valarLip@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2025-10-16 10:41:34 +08:00
Varun Sundar Rabindranath
8ae169286f [torch.compile] Unwrap fused_marlin_moe custom op (#26739) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-14 02:22:16 +00:00
Harry Mellor
8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
bnellnm
47e66c24e2 [Model] Apply shared experts overlap optimization to all models with shared experts (#26145) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-10-09 11:31:04 -04:00
Harry Mellor
d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Simon Danielsson
432e1cbc23 [Bugfix]: Assertion error when using FlashInfer backend (#25933) 
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-05 16:46:36 +08:00
Wentao Ye
c1ffcb55da [Refactor] Optimize FP8 MOE Backend Choice and Log (#26044) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 15:23:42 -06:00
ElizaWszola
502640c3f9 [Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2025-10-02 19:35:13 +00:00
Wentao Ye
1244948885 [Log] Optimize Log for FP8MOE (#25709) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-30 19:18:43 -07:00
Pavani Majety
ef283548f7 [Bugfix] Fix accuracy issue of TRTLLM FP8 MOE and improve logging (#25895) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-09-30 10:51:31 -04:00
Tyler Michael Smith
1260180c67 Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-25 08:05:21 +00:00
XuruiYang
845adb3ec6 [Model] Add LongCat-Flash (#23991) 
Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>
 2025-09-24 21:53:40 -07:00
Wentao Ye
1f29141258 [Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-24 18:52:36 -04:00
ElizaWszola
63400259d0 [Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2025-09-23 12:03:10 -07:00
bnellnm
f11e3c516b [Kernels] Support blocked fp8 quantization for compressed tensors MoE (#25219) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-23 16:11:34 +00:00
Michael Goin
fbd6523ac0 Refactor dense FP8 tensor/channel/block utils and add CT FP8 block (#21404) 2025-09-18 08:53:45 -04:00
bnellnm
5963b98b46 [Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-09-17 17:43:31 -06:00
Michael Goin
dbebb7f812 [Perf] Reuse workspace for FP8+FP4 Marlin MoE (#20500) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-09-16 15:45:10 -06:00
Wentao Ye
fc2dbcda8b [Perf] Fix DeepGEMM Contiguous Layout Issue, 5.5% Throughput Improvement (#24783) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-09-14 11:20:17 -04:00
Wentao Ye
fcba05c435 [Bug] Fix Layer weight_block_size Assertion Issue (#24674) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-11 19:47:59 -04:00
Michael Goin
c3aea10dc8 [Perf] Use upstream CUTLASS for SM90 Block FP8 kernel (#23280) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-09-11 15:43:14 -07:00
Wentao Ye
a892b259b4 [Doc] Remove Useless Comments (#24687) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-11 12:25:47 -07:00
Isotr0py
00a4e56d8d [Bugfix] Fix broken deepseek fp8 TP weights loading (#24367) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-06 09:23:12 -07:00
bnellnm
e9b92dcd89 [Kernels] Overlap shared experts with send/recv (#23273) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-09-03 12:35:18 -04:00
Yan Ma
7be0cb8e9e [XPU][Feature] fp8 online quantization support for XPU (#23148) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: Qiming Zhang <qiming1.zhang@intel.com>
 2025-09-02 04:06:53 +00:00
Xin Yang
8fb85b7bb6 Add routed_scaling_factor to MoE grouped topk (#23123) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-08-29 21:36:48 -07:00
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
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
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
Wentao Ye
48bfb0c9b7 [Bug] Fix R1 Accuracy 0 Bug (#23294) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-21 13:11:28 -04:00
amirkl94
a38b8af4c3 [NVIDIA] Add SM100 Flashinfer Cutlass MoE fp8 backend (#22357) 
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
 2025-08-19 18:01:53 -04:00
Jinzhen Lin
a258ad8bcc [Bugfix] fix qwen3 moe fp8 accuracy issue (#23031) 
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
 2025-08-16 17:41:23 -07:00
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
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
Jinzhen Lin
33c63e9547 [Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel (#22428) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Signed-off-by: Huzaifa Sidhpurwala <huzaifas@redhat.com>
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Animesh Jain <anijain@umich.edu>
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: kf <kuanfu.liu@embeddedllm.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: tjtanaavllm <tunjian.tan@amd.com>
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.me>
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@centml.ai>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Chih-Chieh Yang <7364402+cyang49@users.noreply.github.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: yan <yan.ma@intel.com>
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Xiao Liu <xiszishu@gmail.com>
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Andy Xie <andy.xning@gmail.com>
Signed-off-by: Haibin Lin <haibin.lin@bytedance.com>
Signed-off-by: David Ben-David <davidb@pliops.com>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Signed-off-by: Abirdcfly <fp544037857@gmail.com>
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: huangweixiao <huangweixiao@msh.team>
Signed-off-by: alyosha-swamy <raghav@arcee.ai>
Signed-off-by: Eric Hanley <ericehanley@google.com>
Signed-off-by: Abatom <abzhonghua@gmail.com>
Signed-off-by: CLFutureX <775523362@qq.com>
Signed-off-by: Linkun Chen <github@lkchen.net>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: tlipoca9 <tlipoca9@gmail.com>
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Signed-off-by: zitian zhao <zitian.zhao@tencentmusic.com>
Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Benji Beck <benjibeck@meta.com>
Signed-off-by: Siyuan Liu <lsiyuan@google.com>
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: simon-mo <xmo@berkeley.edu>
Signed-off-by: LucasWilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Zhang Jason <ning.zhang2@amd.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: asafg <asafg@ai21.com>
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Lain <fusiyuan2000@hotmail.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: QscQ <qscqesze@gmail.com>
Signed-off-by: qingjun <qingjun@minimaxi.com>
Signed-off-by: Syed Muhammad Bin Asif <syedmba7@connect.hku.hk>
Signed-off-by: Lionel Villard <villard@us.ibm.com>
Signed-off-by: ycyaw66 <497410282@qq.com>
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: Linkun <github@lkchen.net>
Signed-off-by: Moritz Sanft <58110325+msanft@users.noreply.github.com>
Signed-off-by: Ming Yang <minos.future@gmail.com>
Signed-off-by: Adrian Garcia <adrian.garcia@inceptionai.ai>
Signed-off-by: shaojunqi <shaojunqi.sjq@alibaba-inc.com>
Signed-off-by: Ricardo Decal <rdecal@anyscale.com>
Signed-off-by: Andrew Chan <andrewkchan.akc@gmail.com>
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: XIn Li <xinli@nvidia.com>
Signed-off-by: Junhao Li <junhao@ubicloud.com>
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Signed-off-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Signed-off-by: <zyy1102000@gmail.com>
Signed-off-by: Guy Stone <guys@spotify.com>
Signed-off-by: <yyweiss@gmail.com>
Signed-off-by: yyw <yyweiss@gmail.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Signed-off-by: Pradyun Ramadorai <pradyunr@amazon.com>
Signed-off-by: Pradyun92 <142861237+Pradyun92@users.noreply.github.com>
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: rongfu.leng <rongfu.leng@daocloud.io>
Co-authored-by: Huzaifa Sidhpurwala <huzaifas@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Animesh Jain <jainanimesh2305@yahoo.com>
Co-authored-by: Rui Qiao <161574667+ruisearch42@users.noreply.github.com>
Co-authored-by: XiongfeiWei <isaacwxf23@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: JartX <sagformas@gmail.com>
Co-authored-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: kf <kuanfu.liu@embeddedllm.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
Co-authored-by: Yong Hoon Shin <48474650+sarckk@users.noreply.github.com>
Co-authored-by: Chih-Chieh Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Yuxuan Zhang <2448370773@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: Xiao <xiszishu@gmail.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
Co-authored-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Ning Xie <andy.xning@gmail.com>
Co-authored-by: H <linhaibin.eric@gmail.com>
Co-authored-by: David Ben-David <sdavidbd@gmail.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
Co-authored-by: TankNee <nee@tanknee.cn>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com>
Co-authored-by: ZiTian.Zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Abirdcfly <fp544037857@gmail.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Chenxi Yang <cxyang@cs.utexas.edu>
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>
Co-authored-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: wang.yuqi <noooop@126.com>
Co-authored-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Siyuan Liu <lsiyuan@google.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
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>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Zhang Jason <ning.zhang2@amd.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
Co-authored-by: asafg <asafg@ai21.com>
Co-authored-by: Lain <siyuanf@nvidia.com>
Co-authored-by: tc-mb <157115220+tc-mb@users.noreply.github.com>
Co-authored-by: imning3 <hbning@pku.edu.cn>
Co-authored-by: Maximilien de Bayser <mbayser@br.ibm.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Tao He <linzhu.ht@alibaba-inc.com>
Co-authored-by: qscqesze <qingjun@minimaxi.com>
Co-authored-by: Syed Muhammad Bin Asif <92625830+syedmba@users.noreply.github.com>
Co-authored-by: Lionel Villard <villard@us.ibm.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: ycyaw66 <497410282@qq.com>
Co-authored-by: Moritz Sanft <58110325+msanft@users.noreply.github.com>
Co-authored-by: Ming Yang <minos.future@gmail.com>
Co-authored-by: Adrián García García <adrigarvk8@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
Co-authored-by: JaceyShao <65159281+JaceyShao@users.noreply.github.com>
Co-authored-by: shaojunqi <shaojunqi.sjq@alibaba-inc.com>
Co-authored-by: Ricardo Decal <crypdick@users.noreply.github.com>
Co-authored-by: Andrew Chan <andrewkchan.akc@gmail.com>
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>
Co-authored-by: XIn Li <xinli@nvidia.com>
Co-authored-by: Junhao Li <streaver91@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: Hong Hanh <hanh.usth@gmail.com>
Co-authored-by: Daniel Serebrenik <74646983+pliops-daniels@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Guy Stone <guys@spotify.com>
Co-authored-by: yyweiss <70619747+yyweiss@users.noreply.github.com>
Co-authored-by: Pradyun92 <142861237+Pradyun92@users.noreply.github.com>
Co-authored-by: Pradyun Ramadorai <pradyunr@amazon.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2025-08-14 11:23:22 -07:00
Wentao Ye
f7dcce7a4a [Feature] Add VLLM_USE_DEEP_GEMM_E8M0 Env to Control E8M0 Scale (#21968) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-11 09:39:08 -07:00
amirkl94
207b750e19 [NVIDIA] Add SM100 Flashinfer MoE per tensor scale fp8 backend (#21458) 
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-31 06:00:01 -07:00
Mickaël Seznec
4fb56914c5 [perf] Add fused MLA QKV + strided layernorm (#21116) 
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-22 07:07:44 -07:00
Kaixi Hou
6d0734c562 [NVIDIA] Add SM100 Flashinfer MoE blockscale fp8 backend for low latency (#20645) 
Signed-off-by: kaixih <kaixih@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-19 02:33:01 -07:00
Michael Goin
bcdfb2a330 [Bugfix] Fix incorrect dispatch for CutlassBlockScaledGroupedGemm and DeepGEMM (#20933) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-15 01:42:17 +00:00
Luka Govedič
31d5c1797f [Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830) 
Signed-off-by: Luka Govedic <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-11 04:56:28 +00:00
Wentao Ye
e2de455c34 [Feature] Integrate SM100 DeepGEMM support (#20087) 2025-07-10 20:18:05 -07:00
Duncan Moss
3d184b95b8 [feat]: CUTLASS block scaled group gemm for SM100 (#19757) 
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Duncan Moss <dmoss@nvidia.com>
 2025-07-04 12:58:04 -06:00
Michael Goin
0e3fe896e2 Support Llama 4 for fused_marlin_moe (#20457) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-04 07:55:10 +00:00
bnellnm
78fe77534b [Kernel] Enable fp8 support for pplx and BatchedTritonExperts. (#18864) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-07-03 14:55:40 -07:00
bnellnm
2e25bb12a8 [Bugfix] Fix import of CutlassExpertsFp8 in compressed_tensors_moe.py (#20381) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-07-03 02:07:43 +00:00
bnellnm
c1909e7e8c [Kernels] MoE refactor (#19636) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
 2025-07-02 06:08:27 -07:00
TJian
02cabff207 [V1] [ROCm] Enable EP with AITER Fused MoE (#20270) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-07-01 16:48:30 +00:00