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4d591db470
|
[MoE Refactor] Introduce RoutedExperts alias for FusedMoE and don't store SharedExperts in MK (#40735)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2026-05-12 13:37:44 -04:00 |
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206eaed08d
|
[MoE Refactor] Move expert map related code into ExpertMapManager class (#41046)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2026-05-12 09:18:27 -04:00 |
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Markus HartikainenandTJian
|
e8f9038ebd
|
[ROCm][Bugfix] Re-tag AITER MoE weights as preshuffled after replace_parameter (#42061)
Signed-off-by: Markus Hartikainen <markus.hartikainen@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-05-08 21:42:07 -07:00 |
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Bowen Bao
|
1e9500410a
|
[ROCm][Quantization][2/N] Refactor quark_moe w4a8 w/ oracle (#39136)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
|
2026-05-04 19:50:38 -07:00 |
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Jinzhen Lin
|
08834cc3ce
|
[Quantization] add humming mxfp4 moe backend (#41083)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
|
2026-05-02 18:36:03 -07:00 |
|
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+7
|
4d51588e23
|
[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
|
2026-04-26 18:31:08 -07:00 |
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Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
8f87eb4622
|
[Refactor] Clean up log once scope="local" (#40540)
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>
|
2026-04-22 16:42:43 -04:00 |
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Yongye Zhu
|
739e5945dc
|
[Quantization] [Refactor] Create special "GptOssMxfp4MoeMethod" (#39604)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-04-13 12:53:58 -04:00 |
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bnellnm
|
7cf56a59a2
|
[MoE Refactor] Make SharedExperts class for use with DefaultMoERunner (#35153)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-04-01 09:44:08 -04:00 |
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Bowen Bao
|
0ae89f18fd
|
[Refactor] Move FusedMoE hidden_size roundup to quant_method (#34285)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
|
2026-03-26 23:38:26 -07:00 |
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Andreas Karatzas
|
679c6a3ecc
|
[Bugfix][ROCm][MoE] Fix mxfp4 oracle regressions from #37128 (#37787)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-03-25 08:17:33 +08:00 |
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Kunshang Ji
|
debd6e768c
|
[XPU][MoE Refactor] Refactor xpu mxfp4 support into oracle (#37784)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-23 11:10:41 +00:00 |
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Yongye Zhu
|
c058ff44d4
|
[Bigfix]fix lora test by pass padded size back to the layer (#37811)
|
2026-03-22 13:20:13 -06:00 |
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Yongye ZhuandClaude Opus 4.6
|
87bd91892f
|
[MoE Refactor] Mxfp4 oracle rebased (#37128)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-03-21 03:37:04 +00:00 |
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elvischenv
|
296839a1b0
|
[Perf] Eliminate padding and slicing op for GPT-OSS with Flashinfer MXFP4 MXFP8 MoE (#30647)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
|
2026-03-18 15:01:26 +00:00 |
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d5af196c18
|
[2/N] Elastic EP Milestone 2: Integrating NIXL-EP (#35627)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
|
2026-03-13 09:25:33 -04:00 |
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Jaewon
|
aaa3092f51
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[MoE] Add routing simulation override for MXFP4 quantized MoE (#33595)
Signed-off-by: Jaewon Lee <jaewon@meta.com>
|
2026-03-13 00:30:44 +00:00 |
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Chuan (Richard) Li
|
5dc3538736
|
[ROCm][Bugfix] Fall back from CK MXFP4 MoE when GEMM dimensions are unsupported (#35893)
Signed-off-by: Li <chuali@amd.com>
|
2026-03-04 08:30:54 +00:00 |
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97995f6376
|
[MoE Refactor] Create MK for TRTLLM Kernels (#32564)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
|
2026-03-03 10:39:50 -08:00 |
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Kunshang Ji
|
92f5d0f070
|
[XPU] fix mxfp4 activation type (#35691)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-02 11:48:39 +08:00 |
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Seungho Yoon
|
5a435507d8
|
fix(mxfp4): return is_monolithic=False when LoRA is enabled for Triton backend (#35382)
Signed-off-by: Seungho Yoon <yoonsnowdev@gmail.com>
|
2026-03-01 09:59:30 -05:00 |
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|
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d5b6f3ba36
|
[ROCm][Quantization] Add Composable Kernel (CK) backend support for M… (#34301)
Signed-off-by: Doug Lehr <douglehr@amd.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
|
2026-02-28 03:37:01 +00:00 |
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Tyler Michael SmithandClaude Opus 4.6
|
eb19955c37
|
[WideEP] Remove pplx all2all backend (#33724)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
|
2026-02-26 14:30:10 -08:00 |
|
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Yongye Zhu
|
1976356ee6
|
[MoE Refactor] MXFP4 Cutlass Experts to MK (#34542)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-02-25 17:32:39 -08:00 |
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Frank WangandWentao Ye
|
059779231f
|
[Minor] Add logging when using MXFP4 MXFP8 TRTLLM backend (#34916)
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Signed-off-by: Frank Wang <41319051+frankwang28@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-02-19 22:07:57 -08:00 |
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Yongye ZhuandRobert Shaw
|
40da9625a1
|
[MoE Refactor] Convert mxfp4 marlin into modular kernel format (#34588)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-02-18 14:37:14 -08:00 |
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Michael Goin
|
ff1f83b056
|
[Refactor] Replace activation: str with MoEActivation enum (#33843)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-11 17:29:32 -08:00 |
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Harry Mellor
|
40b8f55358
|
[Docs] Reduce time spent generating API docs (#34255)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-02-11 02:56:02 -08:00 |
|
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Kunshang Ji
|
cb9574eb85
|
[XPU][9/N] clean up existing ipex code/doc (#34111)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-02-11 00:27:15 -08:00 |
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bnellnm
|
d1481ba783
|
[MoE Refactor] Introduce MoERunner abstraction and move execution logic from FusedMoE to DefaultMoERunner (#32344)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-02-10 19:51:07 -05:00 |
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|
|
b129136c7a
|
[ROCm][Quantization] GPT_OSS in amd-quark format model loading and emulations (#29008)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-02-10 10:08:05 -05:00 |
|
|
Kunshang Ji
|
7439e4f41b
|
[XPU][4/N] add mxfp4 moe model support (#33679)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-02-06 13:03:59 +08:00 |
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bnellnmandRobert Shaw
|
a57c8228ff
|
[Moe Refactor] Make Inplace Flag for FusedMoEModularKernel part of the constructor (#33375)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-02-05 18:07:18 +00:00 |
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杨朱 · KikiandClaude Opus 4.5
|
1a7894dbdf
|
[Misc] Replace Optional[X] with X | None syntax (#33332)
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
|
2026-01-30 01:56:59 -08:00 |
|
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Angela Yi
|
4197168ea5
|
[ez] Remove checks for torch version <= 2.8 (#33209)
Signed-off-by: angelayi <yiangela7@gmail.com>
|
2026-01-28 16:03:56 -05:00 |
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Matthew Bonanni
|
a608b4c6c2
|
[5/N][Attention] Finish eliminating vllm/attention folder (#32064)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-27 10:02:51 -05:00 |
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Pengchao Wang
|
8caffd92df
|
[Bugfix][MXFP4] Call trtllm_fp4_block_scale_moe with kwargs (#33104)
Signed-off-by: Pengchao Wang <wpc@fb.com>
|
2026-01-26 15:13:18 -08:00 |
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bnellnm
|
dc917cceb8
|
[MoE Refactor] Move select_experts from FusedMoEQuantMethod -> FusedMoE (#31996)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-01-22 18:21:35 -05:00 |
|
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elvischenv
|
808d6fd7b9
|
Bump Flashinfer to v0.6.1 (#30993)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
|
2026-01-21 08:49:50 -08:00 |
|
|
Robert Shaw
|
42135d6898
|
[MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414)
|
2026-01-21 08:22:33 -05:00 |
|
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bnellnm
|
327a02d8db
|
[MoE Refactor] Separate Router into OO Classes (#30623)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-01-18 11:40:49 -05:00 |
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bnellnm
|
e74698c27a
|
[Misc][Refactor] Add FusedMoERouter object (#30519)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-01-08 20:52:55 +00:00 |
|
|
BlankRandWentao Ye
|
0790f07695
|
[Misc] Improve error messages for unsupported types and parameters (#30593)
Signed-off-by: BlankR <hjyblanche@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-01-07 09:00:16 +00:00 |
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Vaibhav Sourirajan
|
1f43c121d5
|
Remove unused use_marlin variable in Mxfp4MoEMethod (#31549)
Signed-off-by: vaibhav sourirajan <vs2787@columbia.edu>
|
2026-01-01 21:13:36 -08:00 |
|
|
|
54c8924384
|
[MoE Refactor][5/N] Isolate zero expert to LongCatFlash (#28891)
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: Dongjie Zou <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2025-12-20 18:22:04 +00:00 |
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Xin YangandCyrus Leung
|
9a5e96523b
|
[LoRA] Set default MXFP4 LoRA backend to Marlin (#30598)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
|
2025-12-18 08:42:22 -08:00 |
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Roberto L. Castroandyoukaichao
|
4fa7ce46f3
|
[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484)
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
|
2025-12-12 19:34:23 -08:00 |
|
|
|
00e5cbb967
|
[MoE][Refactor] Remove most arguments to FusedMoEMethodBase.apply (#29066)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
|
2025-12-09 13:48:25 -08:00 |
|
|
Xin YangandJee Jee Li
|
a491b0911b
|
[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#29708)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Signed-off-by: Xin Yang <105740670+xyang16@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2025-11-30 10:37:25 +08:00 |
|
|
|
1656ad3704
|
[Kernel][Quantization] add w4a8 support for marlin kernel (#24722)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
|
2025-11-29 07:19:33 -08:00 |
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