 Cyrus Leung
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d1b6fe007f
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[Chore] Further cleanup pooler (#31951)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-08 02:16:21 -08:00 |
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Andreas Karatzas
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c4041f37a4
|
[ROCm][LoRA] Fix MoE accuracy regression by preserving float32 router weight scaling (#31931)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-01-08 04:17:56 +00:00 |
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9f6dcb71ae
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[MoE Refactor][16/N] Apply Refactor to NVFP4 (#31692)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
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2026-01-08 03:46:27 +00:00 |
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Rabi Mishra
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25eef3dc2e
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feat(moe): Add is_act_and_mul=False support for Triton MoE kernels (#31645)
Signed-off-by: rabi <ramishra@redhat.com>
|
2026-01-08 10:27:09 +08:00 |
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Robert Shaw
|
5dcd7ef1f2
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[MoE Refactor][15/N] Apply Refactor to Fp8 (#31415)
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2026-01-07 19:42:33 -05:00 |
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Elvir Crnčević
|
ffc0a2798b
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Add back missing DeepEP LL params (#31911)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
|
2026-01-07 17:47:54 -05:00 |
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Xin YangandMichael Goin
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0ada960a20
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[Kernel] Support bias type in grouped_topk kernel (#31781)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-01-07 12:16:32 -08:00 |
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Cyrus Leung
|
b7036c87a1
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[Refactor] Clean up pooler modules (#31897)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-08 00:07:43 +08:00 |
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Kate ChengandJhao-Ting Chen
|
cc6dafaef2
|
[Perf][Kernels] Enable FlashInfer DeepGEMM swapAB on SM90 (for W8A8 Linear Op) (#29213)
Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
Co-authored-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
|
2026-01-07 10:53:54 -05:00 |
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Cyrus Leung
|
b665bbc2d4
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[Chore] Migrate V0 attention utils (#31891)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-07 13:44:36 +00:00 |
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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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weiyu
|
e7596371a4
|
[Refactor][TPU] Remove torch_xla path and use tpu-inference (#30808)
Signed-off-by: Wei-Yu Lin <weiyulin@google.com>
Signed-off-by: weiyu <62784299+weiyu0824@users.noreply.github.com>
|
2026-01-07 16:07:16 +08:00 |
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xuebwang-amd
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0dd5dee9b9
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[Bugfix][Kernel] fix bias adding in triton kernel implemented fused moe (#31676)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
|
2026-01-07 07:36:13 +00:00 |
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Kevin McKayandClaude Sonnet 4.5
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4614c5a539
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[Bugfix][Hardware][AMD] Consolidate FP8 min/max values helper function (#31106)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
Signed-off-by: Kevin McKay <kevin@example.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
|
2026-01-07 06:55:03 +00:00 |
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ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟
|
482914849c
|
[BugFix] LoRA: Support loading base_layer of experts (#31104)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
|
2026-01-07 14:49:39 +08:00 |
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0a2c2dc3f1
|
fixed mypy warnings for files vllm/v1/attention with TEMPORARY workaround (#31465)
Signed-off-by: Zhuohao Yang <zy242@cornell.edu>
Co-authored-by: Zhuohao Yang <zy242@cornell.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-01-07 04:08:47 +00:00 |
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Li, Jiangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
8becf146bd
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[Quantization][Refactor] Move CPU GPTQ kernel into MP linear (#31801)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2026-01-06 19:10:18 +00:00 |
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Yakine Tahtah
|
4e67a8f616
|
[Bugfix] Fix GLM-4 MoE router logits dtype for data parallel chunking (#31055)
Signed-off-by: ReinforcedKnowledge <reinforced.knowledge@gmail.com>
|
2026-01-06 17:57:56 +00:00 |
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Vadim Gimpelson
|
22dffca982
|
[PERF] Speed-up of GDN attention decode part (Qwen3-Next) (#31722)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
|
2026-01-06 17:32:46 +00:00 |
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Jinzhen LinandMichael Goin
|
2f4bdee61e
|
[Quantization][MoE] remove unused ep logic from moe marlin (#31571)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-01-06 09:07:19 -08:00 |
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Robert ShawandRobert Shaw
|
af8fd73051
|
[MoE Refactor][14/N] Clean Up FI Quant Config Smuggling (#31593)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-06 15:47:04 +00:00 |
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kzwrime
|
bf0f3a4638
|
[Bugfix] Fix torch.compile error for DP + MoE on CPU Backend (#31650)
Signed-off-by: kunzh <zhikun.wu@outlook.com>
|
2026-01-06 12:06:20 +00:00 |
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Wentao Ye
|
ffec815422
|
[Perf] Optimize additional fill(0) in cutlass moe, 2.9% E2E throughput improvement, 10.8% TTFT improvement (#31754)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-01-05 18:01:13 -08:00 |
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d386ab1412
|
[Docs] Improve malformed exception caused by backslash line continuations (#31694)
Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-01-05 17:51:54 -08:00 |
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Robert ShawandRobert Shaw
|
f6c0009afa
|
[Bugfix] Fix Broken ModelOpt NVFP4 MoE (#31742)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-05 23:18:38 +00:00 |
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Yongye ZhuandRobert Shaw
|
776ca1e187
|
[MoE Refactor] Aiter Experts for BF16 MoE (#31542)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-01-05 14:52:59 -08:00 |
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Wang Kunpeng
|
5708297e4e
|
[Misc][Model][Refactor] Pass the prefix into Linear layers (#31669)
Signed-off-by: Wang Kunpeng <1289706727@qq.com>
|
2026-01-05 20:03:18 +00:00 |
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RickyChen / 陳昭儒
|
c455b771fd
|
[Bugfix][CPU] Fix RotaryEmbedding fallback causing gibberish with --enforce-eager (#31643)
Signed-off-by: rickychen-infinirc <ricky.chen@infinirc.com>
|
2026-01-06 01:25:38 +08:00 |
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268b1c55ad
|
[MoE Refactor][13/N] Convert FI to Use PFNoEP (#31533)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-01-03 12:26:36 -08:00 |
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Yongye ZhuandRobert Shaw
|
a3f2f40947
|
[MoE Refactor] Explicit construct mk for flashinfer bf16 kernel (#31504)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-01-02 13:54:50 -08:00 |
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Yongye ZhuandRobert Shaw
|
5a468ff7c7
|
[MoE Refactor] Split invoke_fused_moe_kernel (#31050)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-01-02 13:47:15 -08:00 |
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Andreas Karatzas
|
6ef770df7c
|
[MoE] Fix output_shape calculation in Attention layer to handle 3D query inputs (#31596)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-01-02 15:46:23 +00:00 |
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Kyuyeun Kim
|
cc410e8644
|
[Bugfix] Fix weight_loader v1 block scale (#31103)
Signed-off-by: Kyuyeun Kim <kyuyeunk@google.com>
|
2026-01-02 13:14:10 +08:00 |
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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 |
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Tmn07
|
ca179d0f64
|
[Bugfix] Fix activation quantization for compressed-tensors W4A16 (#31572)
Signed-off-by: Tmn07 <tmn0796@gmail.com>
|
2026-01-01 21:13:22 -08:00 |
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Kevin McKay
|
5fff44064b
|
[Bugfix] Replace BaseException with specific exceptions in FLA utils (#31590)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
|
2026-01-01 19:27:54 -08:00 |
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Qiu
|
84f6cd741b
|
[Mics] add pcp basic support to MoE model (#31003)
|
2025-12-30 20:01:29 -08:00 |
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JartX
|
07728bf5cd
|
[BugFix] add select_gemm_impl on CompressedTensorsWNA16MoEMethod to support LoRA (#31453)
Signed-off-by: JartX <sagformas@epdcenter.es>
|
2025-12-30 11:20:15 -08:00 |
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|
|
56f516254c
|
[Bugfix][ROCm] Fix Static Quant Issue (#31502)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2025-12-29 13:27:55 -08:00 |
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Robert ShawandRobert Shaw
|
9152a30d8f
|
[MoE Refactor][12/N] Marlin Fp8 MoE Pure Function (#31499)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-29 13:27:00 -08:00 |
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Roger Youngandxuebi
|
5bc664110f
|
Optimize QKNorm for MiniMax-M2/M2.1 (#31493)
Signed-off-by: xuebi <xuebi@minimaxi.com>
Co-authored-by: xuebi <xuebi@minimaxi.com>
|
2025-12-29 16:30:18 +00:00 |
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Mamy Ratsimbazafy
|
b9793e6a8c
|
Add Fused MoE Triton kernels for GLM-4.5-Air, GLM-4.5v, GLM-4.6v on 2x RTX Pro 6000 (#31407)
Signed-off-by: Mamy Ratsimbazafy <mamy_github@numforge.co>
|
2025-12-28 08:38:33 -08:00 |
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Jzz1943
|
0b6b701050
|
[Model] Add tuned triton fused_moe configs for Qwen3Moe on B200 (#31448)
Signed-off-by: Zhongze Jiang <jiangzhongze.jzz@ant-intl.com>
|
2025-12-28 08:38:07 -08:00 |
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Robert ShawandRobert Shaw
|
727c41f3fd
|
[MoE Refactor][10/N] Cleanup Fp8 Process Weights After Loading (#31169)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-27 20:22:48 +00:00 |
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Xinyu Chen
|
87f1b8ca2c
|
CustomOp: Unify aiter impl into GroupedTopk (#31221)
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
|
2025-12-26 12:44:29 -05:00 |
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506eb0f454
|
[Bugfix] Remove dead block_quant_to_tensor_quant function (#31294)
Co-authored-by: yurekami <yurekami@users.noreply.github.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
|
2025-12-24 17:22:48 +00:00 |
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Kevin McKay
|
66c9887440
|
[Bugfix][Hardware][AMD] Fix FP8 dtype in silu_mul quantization (#31179)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
|
2025-12-24 10:37:11 -05:00 |
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Asaf Joseph Gardin
|
34916ae37f
|
[Mamba] - Consolidate Mambas Attention Logic (#28133)
|
2025-12-23 21:57:00 +01:00 |
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Pavani Majety
|
3e10262356
|
Revert "[SM100] Enable fp8 compute for prefill MLA (#30746)" (#31197)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
|
2025-12-22 18:15:33 -08:00 |
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Robert ShawandRobert Shaw
|
b57b967386
|
[MoE Refactor][7/N] AITER MK (#31102)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-22 16:42:58 -07:00 |
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