 Kunshang Ji
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92f5d0f070
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[XPU] fix mxfp4 activation type (#35691)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-03-02 11:48:39 +08:00 |
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Seungho Yoon
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5a435507d8
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fix(mxfp4): return is_monolithic=False when LoRA is enabled for Triton backend (#35382)
Signed-off-by: Seungho Yoon <yoonsnowdev@gmail.com>
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2026-03-01 09:59:30 -05:00 |
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d5b6f3ba36
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[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>
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2026-02-28 03:37:01 +00:00 |
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Tyler Michael SmithandClaude Opus 4.6
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eb19955c37
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[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>
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2026-02-26 14:30:10 -08:00 |
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Yongye Zhu
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1976356ee6
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[MoE Refactor] MXFP4 Cutlass Experts to MK (#34542)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-02-25 17:32:39 -08:00 |
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Frank WangandWentao Ye
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059779231f
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[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>
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2026-02-19 22:07:57 -08:00 |
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Yongye ZhuandRobert Shaw
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40da9625a1
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[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>
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2026-02-18 14:37:14 -08:00 |
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Michael Goin
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ff1f83b056
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[Refactor] Replace activation: str with MoEActivation enum (#33843)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-02-11 17:29:32 -08:00 |
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Harry Mellor
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40b8f55358
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[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
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[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
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d1481ba783
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[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
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[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 |
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Kunshang Ji
|
7439e4f41b
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[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
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a57c8228ff
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[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
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1a7894dbdf
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[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>
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2026-01-30 01:56:59 -08:00 |
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Angela Yi
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4197168ea5
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[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
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a608b4c6c2
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[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
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8caffd92df
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[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
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dc917cceb8
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[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
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808d6fd7b9
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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 |
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Robert Shaw
|
42135d6898
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[MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414)
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2026-01-21 08:22:33 -05:00 |
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bnellnm
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327a02d8db
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[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
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e74698c27a
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[Misc][Refactor] Add FusedMoERouter object (#30519)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-01-08 20:52:55 +00:00 |
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BlankRandWentao Ye
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0790f07695
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[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>
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2026-01-07 09:00:16 +00:00 |
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Vaibhav Sourirajan
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1f43c121d5
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Remove unused use_marlin variable in Mxfp4MoEMethod (#31549)
Signed-off-by: vaibhav sourirajan <vs2787@columbia.edu>
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2026-01-01 21:13:36 -08:00 |
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54c8924384
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[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>
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2025-12-20 18:22:04 +00:00 |
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Xin YangandCyrus Leung
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9a5e96523b
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[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>
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2025-12-18 08:42:22 -08:00 |
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Roberto L. Castroandyoukaichao
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4fa7ce46f3
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[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>
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2025-12-12 19:34:23 -08:00 |
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00e5cbb967
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[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 |
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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 |
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1656ad3704
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[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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Huamin Li
|
3fd1fb0b60
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Revert "[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)" (#29697)
Signed-off-by: Huamin Li <3ericli@gmail.com>
|
2025-11-28 15:26:52 -08:00 |
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Xin YangandJee Jee Li
|
745a3bae1a
|
[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2025-11-28 10:48:28 +08:00 |
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Matthew Bonanni
|
fc1d8be3dc
|
[Attention] Update attention imports (#29540)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2025-11-27 11:19:09 -05:00 |
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Michael GoinandWentao Ye
|
7df0289782
|
Change warning logs to debug for unimplemented MXFP4 Linear/Attention (#29441)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2025-11-25 22:52:31 +00:00 |
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Michael Goin
|
c17610e2ba
|
[Bugfix] Only use triton_kernels for MXFP4 on SM90 and SM100 (#29339)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2025-11-24 18:22:46 -05:00 |
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bnellnm
|
8f066146c3
|
[MoE][Refactor] Make select_experts a non-static method (#29067)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2025-11-24 13:38:04 -05:00 |
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Xin Yang
|
468a8d72ba
|
[Bugfix] Fix FusedMoEModularKernel for triton backend (#28913)
Signed-off-by: Xin Yang <xyangx@amazon.com>
|
2025-11-19 13:05:22 +08:00 |
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Zhewen Li
|
f8b19c0ffd
|
[Bugfix] Fix GPT-OSS on AMD after #28603 (#28816)
Signed-off-by: zhewenli <zhewenli@meta.com>
|
2025-11-17 13:15:26 -05:00 |
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Zijing Liu
|
5e973209aa
|
[BugFix] Fix type error when assign a trition kernel tensor to a torch.nn.Parameter (#28603)
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
|
2025-11-13 11:30:04 +00:00 |
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Harry Mellor
|
54aecd9ed5
|
Fix pre-commit (and XPU) on main (#28556)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-11-12 06:13:41 -08:00 |
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Michael Goin
|
e5f599d4d1
|
[Bugfix] Disable shared expert overlap if Marlin MoE is used (#28410)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2025-11-11 23:16:12 +00:00 |
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xuebwang-amd
|
5a1271d83a
|
[Quantization] fix attention quantization of gpt_oss model (#27334)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
|
2025-11-11 12:06:00 -05:00 |
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bnellnm
|
a1448b4b69
|
[Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064)
|
2025-11-11 07:29:02 -07:00 |
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Kunshang Ji
|
1aaecda078
|
[XPU] Enable Expert parallel for MoE models (#28263)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2025-11-08 00:33:11 +00:00 |
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smit kadvaniandSmit Shaileshbhai Kadvani
|
11fd69dd54
|
[amd][gptoss] Perf gain because of block alignment (#28024)
Signed-off-by: Smit Kadvani <smit.kadvani@gmail.com>
Co-authored-by: Smit Shaileshbhai Kadvani <kadvani@meta.com>
|
2025-11-07 05:27:42 +00:00 |
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Kunshang Ji
|
18b39828d9
|
[XPU] Add gpt-oss model support for Intel GPU (#27786)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2025-11-05 02:17:23 +00:00 |
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bnellnm
|
938772af03
|
[Kernels] Isolate modular kernel code from FusedMoEMethodBase subclasses. (#27123)
|
2025-11-04 21:59:45 +08:00 |
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|
Varun Sundar Rabindranath
|
4022a9d279
|
[BugFix][Performance] Restore flashinfer autotuning for all scenarios (#27904)
|
2025-11-04 15:56:21 +08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
5d3be3ba4c
|
[Bugfix][LoRA][FusedMoE] Select MxFP4 Backend based on LoRA Enablement (#27487)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-27 07:32:50 -07:00 |
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