Commit Graph
581 Commits
Author SHA1 Message Date
Harry Mellor 7c12763b24 Fix some typing issues found by mypy==1.18.2 (#26596)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-10 18:21:25 +00:00
96ad65b7fe [Transform] [Quantization] Add QuTLASS support to vLLM (#24440)
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-10-10 09:43:40 -07:00
Lucas Kabela 213b64452a [Bugfix] Convert untraceable GroupShape to list for AMD impl (#26535)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
2025-10-10 13:32:29 +00:00
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
Isotr0py d1ddf340c8 [V0 deprecation] Remove QKVCrossParallelLinear implementation (#26475)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-09 10:52:27 +00:00
Jerry Zhang a83ff278d6 [torchao] Add support for ModuleFqnToConfig using regex (#26001)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
2025-10-09 08:32:32 +00:00
+151
Wentao YeNicole LiHui 🥜courage17340Cyrus LeungJacob KahnRoger WangNicole LiHui 🥜Tyler Michael SmithFadi ArafehAgata DobrzyniewiczIsotr0pyyyzxwHarry Mellorwang.yuqiCyrus LeungKunshang JichenlangchenlangyoukaichaoJonas M. KüblerLi, Jiang <jiang1.li@intel.com>Russell BryantNicolò LucchesiAlonKejzmanMichael GoinLucas WilkinsonTao Huigemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Matthew BonanniJee Jee LiEkagra RanjanNick HillZhuohan LiYe Qitomeras91Shu WangAleksandr MalyshevAleksandr MalyshevDoug LehrEugene KhvedchenyayitingdcAndrew Sansomxaguilar-amdIceber GuTao HeIceySage MooreRobert ShawXu WenqingChih-Chieh YangRishiAstraChaunceySeiji EicherRui QiaoJiangyun ZhuLuka Govedič阿丹liudanliudanLucia FangClouddudeFrank Wangfhl2000qizixiBram WastiNaman LalitChenheli HuaWeiQing ChenJunhongLJH-LBJ22quinnXiaohan Zourentianyue-jkTyler Michael SmithPeter PanPatrick C. ToulmeClayton ColemanJialin OuyangJialin OuyangweiliangYuxuan ZhangJJJYmmmliuye.hjJuechen LiuRobert ShawThomas ParnellYingjun MouZhou JiahaoChenxi YangChenxi YangRahul TuliLee NauAdrian AbeytaGregory ShtrasbergAaron PhamacisseJZhongSimon DanielssonYongye ZhuChen ZhangLucas WilkinsonLucia FangSiyuan FuXiaozhu MengBarry Kanga120092009Sergio Paniego BlancoCSWYF3634076Lehua DingReza Barazeshihb2032Asaf Joseph GardinAnionPavani MajetybnellnmOr OzericjackalDavid Ben-DavidDavid Ben-DavidAndrew XiaAndrew XiaSalvatore CenaParamZhewen LinadathurvSrreyansh SethiWenlong WangbillishyahaoNathan ScottKenichi MaehashiJohnnyAidyn-AHuamin Lirshaw@neuralmagic.com <rshaw@neuralmagic.com>HosangJerry ZhangpwschuurmanHuy Doleo-ponyvllmellmElizaWszolaLuka GovedičBenjamin ChislettAndrew XiaSimon MoTJianahao-anyscaleVarun Sundar RabindranathVarun Sundar RabindranathLiu-congoHUIJONG JEONGYannick SchniderkytEgorYang LiuPaul PakwhxXiang SiAleksandr SamarinJun JiangChendi.XueNikhil G
241b4cfe66 [Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 (#25293)
Signed-off-by: nicole-lihui <nicole.li@daocloud.io>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: courage17340 <courage17340@163.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Jacob Kahn <jacobkahn1@gmail.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Agata Dobrzyniewicz <adobrzyniewicz@habana.ai>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: zxw <1020938856@qq.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: chenlang <chen.lang5@zte.com.cn>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: AlonKejzman <alonkeizman@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: taohui <taohui3@gmail.com>
Signed-off-by: Tao Hui <taohui3@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
Signed-off-by: Eugene Khvedchenya <ekhvedchenya@gmail.com>
Signed-off-by: yiting.jiang <yiting.jiang@daocloud.io>
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: xaguilar <Xavier.AguilarFruto@amd.com>
Signed-off-by: Iceber Gu <caiwei95@hotmail.com>
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Signed-off-by: Icey <1790571317@qq.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com>
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
Signed-off-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Kosseila (CloudThrill) <klouddude@gmail.com>
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Signed-off-by: Frank Wang <41319051+frankwang28@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: zixi-qi <qizixi@meta.com>
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Naman Lalit <nl2688@nyu.edu>
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Junhong <liujunhong11@huawei.com>
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Signed-off-by: rentianyue-jk <rentianyue-jk@360shuke.com>
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
Signed-off-by: Patrick Toulme <ptoulme@meta.com>
Signed-off-by: Patrick Toulme <pctoulme+1@gmail.com>
Signed-off-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Signed-off-by: Clayton Coleman <smarterclayton@gmail.com>
Signed-off-by: Jialin Ouyang <jialino@meta.com>
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Signed-off-by: Weiliang Liu <weiliangl@nvidia.com>
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com>
Signed-off-by: Juechen Liu <jueliu@meta.com>
Signed-off-by: simon-mo <simon.mo@hey.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: yingjun-mou <renzomou@gmail.com>
Signed-off-by: zhoukz <me@zhoukz.com>
Signed-off-by: Chenxi Yang <cxyang@fb.com>
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
Signed-off-by: Lee Nau <lnau@nvidia.com>
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Signed-off-by: a120092009 <zhaoty0121@gmail.com>
Signed-off-by: sergiopaniego <sergiopaniegoblanco@gmail.com>
Signed-off-by: Sergio Paniego Blanco <sergiopaniegoblanco@gmail.com>
Signed-off-by: wangyafeng <wangyafeng@baidu.com>
Signed-off-by: Lehua Ding <lehuading@tencent.com>
Signed-off-by: lyd1992 <liuyudong@iscas.ac.cn>
Signed-off-by: ihb2032 <1355790728@qq.com>
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
Signed-off-by: anion <1005128408@qq.com>
Signed-off-by: Anion <123177548+Anionex@users.noreply.github.com>
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
Signed-off-by: David Ben-David <davidb@pliops.com>
Signed-off-by: Andrew Xia <axia@meta.com>
Signed-off-by: Andrew Xia <axia@fb.com>
Signed-off-by: Lu Fang <fanglu@fb.com>
Signed-off-by: Salvatore Cena <cena@cenas.it>
Signed-off-by: padg9912 <phone.and.desktop@gmail.com>
Signed-off-by: nadathurv <work.vnadathur@gmail.com>
Signed-off-by: WorldExplored <srreyansh.sethi@gmail.com>
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Signed-off-by: billishyahao <bill.he@amd.com>
Signed-off-by: Nathan Scott <nathans@redhat.com>
Signed-off-by: Kenichi Maehashi <maehashi@preferred.jp>
Signed-off-by: Johnny <johnnynuca14@gmail.com>
Signed-off-by: johnnynunez <johnnynuca14@gmail.com>
Signed-off-by: Johnny <johnnync13@gmail.com>
Signed-off-by: Huamin Li <3ericli@gmail.com>
Signed-off-by: Hosang Yoon <hosang.yoon@amd.com>
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
Signed-off-by: Peter Schuurman <psch@google.com>
Signed-off-by: Huy Do <huydhn@gmail.com>
Signed-off-by: leo-pony <nengjunma@outlook.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: zhewenli <zhewenli@meta.com>
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Signed-off-by: huijjj <huijong.jeong@squeezebits.com>
Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
Signed-off-by: kyt <eluban4532@gmail.com>
Signed-off-by: Egor <e.a.krivov@gmail.com>
Signed-off-by: Yang <lymailforjob@gmail.com>
Signed-off-by: Paul Pak <paulpak58@gmail.com>
Signed-off-by: whx-sjtu <2952154980@qq.com>
Signed-off-by: Xiang Si <sixiang@google.com>
Signed-off-by: Aleksandr Samarin <astrlrd@nebius.com>
Signed-off-by: Jun Jiang <jasl9187@hotmail.com>
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Signed-off-by: Nikhil Ghosh <nikhil@anyscale.com>
Co-authored-by: Nicole LiHui 🥜 <nicolelihui@outlook.com>
Co-authored-by: courage17340 <courage17340@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Jacob Kahn <jacobkahn1@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Nicole LiHui 🥜 <nicole.li@daocloud.io>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Fadi Arafeh <115173828+fadara01@users.noreply.github.com>
Co-authored-by: Agata Dobrzyniewicz <160237065+adobrzyn@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: yyzxw <34639446+yyzxw@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: chenlang <chen.lang5@zte.com.cn>
Co-authored-by: chenlang <10346245@zte.com.cn>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Jonas M. Kübler <44084297+jmkuebler@users.noreply.github.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: AlonKejzman <alonkeizman@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Tao Hui <taohui3@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Shu Wang <shuw@nvidia.com>
Co-authored-by: Aleksandr Malyshev <164964928+maleksan85@users.noreply.github.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Eugene Khvedchenya <ekhvedchenya@gmail.com>
Co-authored-by: yitingdc <59356937+yitingdc@users.noreply.github.com>
Co-authored-by: Andrew Sansom <andrew@protopia.ai>
Co-authored-by: xaguilar-amd <xavier.aguilarfruto@amd.com>
Co-authored-by: Iceber Gu <caiwei95@hotmail.com>
Co-authored-by: Tao He <linzhu.ht@alibaba-inc.com>
Co-authored-by: Icey <1790571317@qq.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Xu Wenqing <121550081+Xu-Wenqing@users.noreply.github.com>
Co-authored-by: Chih-Chieh Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: RishiAstra <40644327+RishiAstra@users.noreply.github.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com>
Co-authored-by: Rui Qiao <161574667+ruisearch42@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: 阿丹(adan) <47373076+LDLINGLINGLING@users.noreply.github.com>
Co-authored-by: liudan <adan@minicpm.com>
Co-authored-by: liudan <liudan@qq.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Clouddude <kouss.hd@gmail.com>
Co-authored-by: Frank Wang <41319051+frankwang28@users.noreply.github.com>
Co-authored-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Co-authored-by: qizixi <22851944+zixi-qi@users.noreply.github.com>
Co-authored-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Naman Lalit <nl2688@nyu.edu>
Co-authored-by: Chenheli Hua <huachenheli@outlook.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: Junhong <liujunhong11@huawei.com>
Co-authored-by: LJH-LBJ <98734602+LJH-LBJ@users.noreply.github.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Xiaohan Zou <renovamenzxh@gmail.com>
Co-authored-by: rentianyue-jk <rentianyue-jk@360shuke.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Peter Pan <peter.pan@daocloud.io>
Co-authored-by: Patrick C. Toulme <135739773+patrick-toulme@users.noreply.github.com>
Co-authored-by: Clayton Coleman <smarterclayton@gmail.com>
Co-authored-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Co-authored-by: Jialin Ouyang <jialino@meta.com>
Co-authored-by: weiliang <weiliangl@nvidia.com>
Co-authored-by: Yuxuan Zhang <2448370773@qq.com>
Co-authored-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>
Co-authored-by: Juechen Liu <grinchcoder@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Yingjun Mou <renzomou@gmail.com>
Co-authored-by: Zhou Jiahao <me@zhoukz.com>
Co-authored-by: Chenxi Yang <cxyang@cs.utexas.edu>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Rahul Tuli <rtuli@redhat.com>
Co-authored-by: Lee Nau <lee.nau@gmail.com>
Co-authored-by: Adrian Abeyta <aabeyta@redhat.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: acisseJZhong <40467976+acisseJZhong@users.noreply.github.com>
Co-authored-by: Simon Danielsson <70206058+simondanielsson@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Co-authored-by: a120092009 <33205509+a120092009@users.noreply.github.com>
Co-authored-by: Sergio Paniego Blanco <sergiopaniegoblanco@gmail.com>
Co-authored-by: CSWYF3634076 <wangyafeng@baidu.com>
Co-authored-by: Lehua Ding <lehuading@tencent.com>
Co-authored-by: Reza Barazesh <3146276+rzabarazesh@users.noreply.github.com>
Co-authored-by: ihb2032 <40718643+ihb2032@users.noreply.github.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
Co-authored-by: Anion <123177548+Anionex@users.noreply.github.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
Co-authored-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: cjackal <44624812+cjackal@users.noreply.github.com>
Co-authored-by: David Ben-David <sdavidbd@gmail.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
Co-authored-by: Andrew Xia <axia@mit.edu>
Co-authored-by: Andrew Xia <axia@fb.com>
Co-authored-by: Salvatore Cena <cena@cenas.it>
Co-authored-by: Param <psch@cs.unc.edu>
Co-authored-by: Zhewen Li <zhewenli@meta.com>
Co-authored-by: nadathurv <work.vnadathur@gmail.com>
Co-authored-by: Srreyansh Sethi <107075589+WorldExplored@users.noreply.github.com>
Co-authored-by: Wenlong Wang <wangwenlong2755@gmail.com>
Co-authored-by: billishyahao <bill.he@amd.com>
Co-authored-by: Nathan Scott <natoscott@users.noreply.github.com>
Co-authored-by: Kenichi Maehashi <939877+kmaehashi@users.noreply.github.com>
Co-authored-by: Johnny <johnnync13@gmail.com>
Co-authored-by: Aidyn-A <31858918+Aidyn-A@users.noreply.github.com>
Co-authored-by: Huamin Li <3ericli@gmail.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Hosang <156028780+hyoon1@users.noreply.github.com>
Co-authored-by: Jerry Zhang <jerryzh168@gmail.com>
Co-authored-by: pwschuurman <psch@google.com>
Co-authored-by: Huy Do <huydhn@gmail.com>
Co-authored-by: leo-pony <nengjunma@outlook.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Andrew Xia <axia@meta.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: ahao-anyscale <ahao@anyscale.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Liu-congo <1502632128@qq.com>
Co-authored-by: HUIJONG JEONG <64083281+huijjj@users.noreply.github.com>
Co-authored-by: Yannick Schnider <Yannick.Schnider1@ibm.com>
Co-authored-by: kyt <eluban4532@gmail.com>
Co-authored-by: Egor <e.a.krivov@gmail.com>
Co-authored-by: Yang Liu <127183760+KKSK-DON@users.noreply.github.com>
Co-authored-by: Paul Pak <52512091+paulpak58@users.noreply.github.com>
Co-authored-by: whx <56632993+whx-sjtu@users.noreply.github.com>
Co-authored-by: Xiang Si <sixiang@google.com>
Co-authored-by: Aleksandr Samarin <samarin_ad@mail.ru>
Co-authored-by: Jun Jiang <jasl9187@hotmail.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Nikhil G <nrghosh@users.noreply.github.com>
2025-10-08 10:20:48 -04:00
liangel-02 b32260ab85 [torchao] safetensors integration (#25969)
Signed-off-by: Angel Li <liangel@meta.com>
2025-10-07 20:12:35 -06:00
fxmarty-amd 41f1cf38f2 [Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166) 2025-10-07 09:35:26 -04:00
Benjamin Chislett 2161efe978 [Bugfix] Allow skipping MoE in NVFP4 (fix for MTP) (#25987)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2025-10-06 16:16:30 -04:00
Roger Wang 43c146ca42 [Misc] Clean up unnecessary E501 ignore (#26274)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-10-06 07:29:18 +00:00
Harry Mellor 6c04638214 Fix per file ruff ignores related to line length (#26262)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-06 05:12:40 +00:00
Harry Mellor b893d661b1 Fix per file ruff ignores related to simplification (#26259)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 20:31:53 +00:00
Harry Mellor 4e256cadc2 Remove all references to yapf as it's no longer used (#26251)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 09:18:11 -07:00
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 DanielssonandCyrus Leung 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
7ef40bb983 [GPTOSS][DP/EP][Marlin] Enable GPTOSS DP/EP using Marlin kernels (#25488)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-10-03 20:13:13 -04:00
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
Pavani Majety a26917332f [Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V scale loading for MLA Attn (#25968)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
2025-10-03 19:35:06 +00:00
Zhewen Li 711f485643 [Bugfix] Fix import gemm_afp4wfp4 failure on AMD (#26068)
Signed-off-by: zhewenli <zhewenli@meta.com>
2025-10-02 22:37:25 -07:00
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
Jerry Zhang c31246800c Support RL online quantization with torchao (#23014)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
2025-10-01 16:39:29 -07:00
Wentao Ye 1244948885 [Log] Optimize Log for FP8MOE (#25709)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-09-30 19:18:43 -07:00
Wentao Ye e6a226efba [Bug] Fix AttributeError: 'QKVParallelLinear' object has no attribute 'orig_dtype' (#25958)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-09-30 11:13:03 -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
Harry Mellor 61aedb5ffe MoveVllmConfig from config/__init__.py to config/vllm.py (#25271)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-09-29 19:49:49 -07:00
Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 89e4050af4 [Bug] Fix Weight Loading for Block FP8 Cutlass SM90 (#25909)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-09-30 09:15:19 +08:00
Lee Nau d5ab28511c [Bugfix] Use correct key "ignore" for config.json non-quantized layers (#25706)
Signed-off-by: Lee Nau <lnau@nvidia.com>
2025-09-29 15:07:29 -04:00
Isotr0py d4d9899860 [Quantization] Add field to skip unquantized modules for GPTQ config (#25455)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-26 15:47:41 +00:00
53a30845be Llamas 3.1 405B fp4 changes upstreaming from 355_wip (#25135)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
2025-09-25 19:16:53 -06:00
Wentao Ye 9fe4c2bdb9 [Refactor] Remove DeepGEMM OP Register (#25710)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-09-25 20:13:41 -04:00
Shu Wang 081b5594a2 Fix routing_bias dtype (#25711)
Signed-off-by: Shu Wang. <shuw@nvidia.com>
2025-09-25 23:35:14 +00:00
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
XuruiYangandyangxurui 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
Saman A. Pour 90b139cfff Enable Fbgemm NVFP4 on Dense models (#25609)
Signed-off-by: Saman Keon <samanamp@outlook.com>
2025-09-24 21:12:53 -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
54e42b72db Support mnnvl all2allv from Flashinfer (#21003)
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
2025-09-24 14:38:16 -04:00
Li, Jiang 1cbcfb94de [Bugfix][CPU] Skip unsupported custom op register on CPU (#25534)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-09-24 06:21:51 +00:00
Nikhil Gupta 359d293006 [fix]: add Arm 4bit fused moe support (#23809)
Signed-off-by: Nikhil Gupta <nikhil.gupta2@arm.com>
2025-09-24 01:32:22 +00:00
Juan Villamizarandjpvillam bde2a1a8a4 [ROCm] Small functional changes for gptoss (#25201)
Signed-off-by: jpvillam <jpvillam@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
2025-09-23 23:39:50 +00:00
Michael Goin 7361ab379f Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-09-23 22:48:40 +00:00
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
Hashem Hashemi a3a7828010 [ROCm] Add skinny gemm bias support for dtypes fp16,bf16,fp8 (#24988)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: Hashem Hashemi <159079214+amd-hhashemi@users.noreply.github.com>
2025-09-23 14:31:45 -04:00
bnellnmandMichael Goin 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
Varun Sundar RabindranathandVarun Sundar Rabindranath e8db44f883 [DP/EP][GPTOSS] Use triton matmul-ogs kernels for GPTOSS DP/EP (#24588)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-09-22 21:01:09 -07:00
ZhiyuandMichael Goin 431535b522 Enable modelopt gemma3 nvfp4/fp8, make workflow more robust (#22771)
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-09-19 22:40:33 +00:00
David-WenWentao YeMichael Goingemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
ddc9048394 Fix: Correct FusedMoE layer reference in auto_round quantization (#24818)
Signed-off-by: David-Wen <18927700430@163.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.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>
2025-09-19 20:44:24 +00:00
Varun Sundar RabindranathandVarun Sundar Rabindranath 7852b82b93 [Bugfix] GPT OSS Attritbute error on H100 (#25228)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-09-19 13:14:09 -06:00
samzong 138f0d1e75 [Docs] add __init__.py to vllm/model_executor/layers/quantization/compressed_tensors/transform (#24974)
Signed-off-by: samzong <samzong.lu@gmail.com>
2025-09-19 18:32:27 +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