 Wentao Ye
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245e4f2c01
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[Feature] Batch Invariant: Support DeepGEMM and Blackwell (#27127)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-18 09:28:05 -04:00 |
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vllmellm
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e33ee23ee3
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[Bugfix] [AITER] [ROCm] Fix Quark MoE Quant Config and AITER Fused MoE quant type logic (#27029)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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2025-10-17 12:51:10 -06:00 |
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Aleksandr MalyshevandAleksandr Malyshev
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0925b28a8e
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[ROCM] MoE fp4 CK kernel (#26545)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
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2025-10-17 14:06:33 -04:00 |
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Harry Mellor
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6c9fdbf725
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[Docs] Replace rst style double-backtick with md single-backtick (#27091)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-17 02:47:34 -07:00 |
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Lukas Geiger
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4d055ef465
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Remove unused imports (#26972)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-16 19:51:17 -07:00 |
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jiahancandMichael Goin
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41d3071918
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[NVIDIA] [Perf] Update to leverage flashinfer trtllm FP4 MOE throughput kernel (#26714)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-10-16 16:20:25 -07:00 |
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Bram Wasti
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b2f78cbad4
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[small][batch invariance] Rename the env and internal flags to simplify usage (#26855)
Signed-off-by: Bram Wasti <bwasti@meta.com>
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2025-10-16 21:40:25 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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fb0571b077
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[GPTOSS][DP/EP][Marlin] Enable GPTOSS Batched DP/EP using Marlin kernels (#25997)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-10-16 12:53:11 -07:00 |
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Kyle SayersandMichael Goin
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a5464dcf92
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[Compressed Tensors] Always clone output for compile robustness (#26849)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-10-16 19:29:59 +00:00 |
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Sungjae LeeandMengqing Cao
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00417f4e44
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[MISC] fix import violations for re and triton modules (#26654)
Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Co-authored-by: Mengqing Cao <cmq0113@163.com>
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2025-10-16 03:38:27 -07:00 |
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Cyrus Leung
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d2740fafbf
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[Chore] Separate out vllm.utils.collections (#26990)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-16 08:35:35 +00:00 |
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Bram WastiandWentao Ye
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7d8975de84
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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>
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2025-10-15 22:06:02 -07:00 |
|
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1317034379
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[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>
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Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2025-10-16 10:41:34 +08:00 |
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XiaobingZhangandMichael Goin
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0b99f5d302
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support flashinfer_fp4 moe for 5090 gpu (#26669)
Signed-off-by: XiaobingSuper <xiaobingzhangupc@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-10-15 15:06:47 -04:00 |
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Kaixi Houandmgoin
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de92d916fe
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[NVIDIA] Add support for cudnn fp4 gemm via flashinfer (#26107)
Signed-off-by: kaixih <kaixih@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-10-15 13:53:00 -04:00 |
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XiaobingZhang
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d796375258
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[ModelOpt] Remove NVFP4 MoE K%16==0 constraint (#26891)
Signed-off-by: XiaobingSuper <xiaobingzhangupc@gmail.com>
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2025-10-15 13:06:17 -04:00 |
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Cyrus Leung
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f93e348010
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[Misc] Remove isort and yapf ignores (#26888)
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2025-10-15 12:09:03 +00:00 |
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Morrison TurnanskyandLuka Govedič
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96b9aa5aa0
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[Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change compilation level to compilation mode, deprecation compilation level (#26355)
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Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-10-15 02:51:16 +00:00 |
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Michael Goin
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7e0ef4084a
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[CI Failure] Fix torchao dep failure for Quantization Test (#26824)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-10-14 16:41:43 -07:00 |
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Heng Guoandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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29350922c6
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[Feature][Quantization] auto_round format add support for regex (#24024)
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2025-10-14 03:03:16 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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8ae169286f
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[torch.compile] Unwrap fused_marlin_moe custom op (#26739)
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2025-10-14 02:22:16 +00:00 |
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Michael Goin
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3e051bda82
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[UX] Replace VLLM_ALL2ALL_BACKEND with --all2all-backend (#26732)
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2025-10-13 18:12:52 -07:00 |
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Alex Kogan
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89342ce4c0
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[Quantization] [Performance] Enable Marlin GEMM kernels for the calibration-free RTN-based quantization (#26051)
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2025-10-13 18:52:54 +00:00 |
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Sangyeon Cho
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a1b2d658ee
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[CI/Build] upgrade compressed-tensors to 0.12.2 to address LGPLv3 (#26501)
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2025-10-13 12:58:33 -04:00 |
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Harry Mellor
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
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2025-10-12 09:51:31 -07:00 |
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Harry Mellor
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7c12763b24
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Fix some typing issues found by mypy==1.18.2 (#26596)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-10 18:21:25 +00:00 |
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96ad65b7fe
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[Transform] [Quantization] Add QuTLASS support to vLLM (#24440)
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2025-10-10 09:43:40 -07:00 |
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Lucas Kabela
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213b64452a
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[Bugfix] Convert untraceable GroupShape to list for AMD impl (#26535)
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2025-10-10 13:32:29 +00:00 |
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bnellnm
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47e66c24e2
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[Model] Apply shared experts overlap optimization to all models with shared experts (#26145)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-09 11:31:04 -04:00 |
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Isotr0py
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d1ddf340c8
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[V0 deprecation] Remove QKVCrossParallelLinear implementation (#26475)
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2025-10-09 10:52:27 +00:00 |
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Jerry Zhang
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a83ff278d6
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[torchao] Add support for ModuleFqnToConfig using regex (#26001)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-10-09 08:32:32 +00:00 |
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+151
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241b4cfe66
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[Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 (#25293)
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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>
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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>
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Co-authored-by: Kenichi Maehashi <939877+kmaehashi@users.noreply.github.com>
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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>
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Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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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>
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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>
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2025-10-08 10:20:48 -04:00 |
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liangel-02
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b32260ab85
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[torchao] safetensors integration (#25969)
Signed-off-by: Angel Li <liangel@meta.com>
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2025-10-07 20:12:35 -06:00 |
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fxmarty-amd
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41f1cf38f2
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[Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166)
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2025-10-07 09:35:26 -04:00 |
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Benjamin Chislett
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2161efe978
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[Bugfix] Allow skipping MoE in NVFP4 (fix for MTP) (#25987)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
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2025-10-06 16:16:30 -04:00 |
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Roger Wang
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43c146ca42
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[Misc] Clean up unnecessary E501 ignore (#26274)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2025-10-06 07:29:18 +00:00 |
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Harry Mellor
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6c04638214
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Fix per file ruff ignores related to line length (#26262)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-06 05:12:40 +00:00 |
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Harry Mellor
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b893d661b1
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Fix per file ruff ignores related to simplification (#26259)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 20:31:53 +00:00 |
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Harry Mellor
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4e256cadc2
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Remove all references to yapf as it's no longer used (#26251)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 09:18:11 -07:00 |
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Harry Mellor
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d6953beb91
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Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 07:06:22 -07:00 |
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Simon DanielssonandCyrus Leung
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432e1cbc23
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[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>
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2025-10-05 16:46:36 +08:00 |
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7ef40bb983
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[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>
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2025-10-03 20:13:13 -04:00 |
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Wentao Ye
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c1ffcb55da
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[Refactor] Optimize FP8 MOE Backend Choice and Log (#26044)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-03 15:23:42 -06:00 |
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Pavani Majety
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a26917332f
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[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>
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2025-10-03 19:35:06 +00:00 |
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Zhewen Li
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711f485643
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[Bugfix] Fix import gemm_afp4wfp4 failure on AMD (#26068)
Signed-off-by: zhewenli <zhewenli@meta.com>
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2025-10-02 22:37:25 -07:00 |
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502640c3f9
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[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>
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2025-10-02 19:35:13 +00:00 |
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Jerry Zhang
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c31246800c
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Support RL online quantization with torchao (#23014)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-10-01 16:39:29 -07:00 |
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Wentao Ye
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1244948885
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[Log] Optimize Log for FP8MOE (#25709)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-30 19:18:43 -07:00 |
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Wentao Ye
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e6a226efba
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[Bug] Fix AttributeError: 'QKVParallelLinear' object has no attribute 'orig_dtype' (#25958)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-30 11:13:03 -07:00 |
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Pavani Majety
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ef283548f7
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[Bugfix] Fix accuracy issue of TRTLLM FP8 MOE and improve logging (#25895)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2025-09-30 10:51:31 -04:00 |
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