 Andreas Karatzas
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11b6af5280
|
[ROCm][Bugfix] Fix Mamba batched decode producing incorrect output (#32099)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-01-13 05:46:53 +00:00 |
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xuebwang-amd
|
629584bfc9
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[Kernel][MoE] fix computation order of MoE weight multiplication and improve flow (#31962)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
|
2026-01-12 17:17:30 -05:00 |
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Lucas Kabela
|
ad8818bb5e
|
[Misc][BE] Type coverage for vllm/compilation [3/3] (#31748)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
|
2026-01-12 19:24:38 +00:00 |
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Matthew Bonanni
|
20228cb851
|
[3/N][Attention] Move AttentionMetadata-related code from utils.py to backend.py (#32054)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-12 09:13:56 -08:00 |
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Cyrus Leung
|
8863c2b25c
|
[Model] Standardize pooling heads (#32148)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-12 17:01:49 +00:00 |
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3f72639d36
|
[FIX] Add NO_MUL activation support for modular kernel path (#31528)
Signed-off-by: dafrimi <dafrimi@nvidia.com>
Signed-off-by: <>
Co-authored-by: root <root@gpu-267.slurm-workers-slurm.slurm.svc.cluster.local>
Co-authored-by: root <root@gpu-537.slurm-workers-slurm.slurm.svc.cluster.local>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: root <root@pool0-01777.cm.cluster>
|
2026-01-12 11:55:49 -05:00 |
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49e6b86c91
|
[Feature] Support recording expert indices for rollout router replay (#28284)
Signed-off-by: xhx1022 <1737006628@qq.com>
Signed-off-by: Hongxin Xu <70438206+xhx1022@users.noreply.github.com>
Signed-off-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
|
2026-01-12 06:23:04 -08:00 |
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Matt
|
bde57ab2ed
|
[Hardware][AMD][CI][Bugfix] Fix AMD Quantization test group (#31713)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
|
2026-01-10 23:19:46 -08:00 |
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Vensen
|
6ea001cfb7
|
[Bugfix][Quantization] Ensure input contiguity in per_token_quant_int8 (#31637)
Signed-off-by: vensen <vensenmu@gmail.com>
|
2026-01-10 12:40:02 -08:00 |
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gnovack
|
d1fd802fa3
|
fused_moe_kernel - cast accumulator after applying router weights (#32002)
Signed-off-by: gnovack <gnovack@amazon.com>
|
2026-01-11 04:36:45 +08:00 |
|
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Michael Goin
|
e6c6f2c79d
|
[Quant] Support MXFP4 W4A16 for compressed-tensors dense models (#31926)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-01-10 06:44:35 -08:00 |
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Cyrus Leung
|
583a90e005
|
[Refactor] Separate sequence and token pooling types (#32026)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-10 04:53:24 +00:00 |
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maang
|
52d428295d
|
[Core] Refactor ColumnParallelLinear: remove unused parameter and optimize forward (#31939)
Signed-off-by: maang <maang_h@163.com>
|
2026-01-10 04:19:49 +00:00 |
|
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Lucas Kabela
|
ea6d067a2a
|
[Misc][LLaMa4] Compile LLaMa Vision Encoder (#30709)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
|
2026-01-09 22:01:38 -05:00 |
|
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Matthew Bonanni
|
2612ba9285
|
[1/N][Attention] Restructure attention: move files (#31916)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-09 13:10:24 -08:00 |
|
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Lucas Wilkinson
|
0a0aa07747
|
[Quant] Make static quant support all group shapes (#30833)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2026-01-09 12:49:27 -08:00 |
|
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jiahanc
|
f9e2a75a1e
|
[fix] add cutedsl to global sf (#32001)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
|
2026-01-09 12:03:02 -08:00 |
|
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Runkai TaoandJee Jee Li
|
a4d5d663e2
|
Add unpermute-aware fused MoE path and small-batch fallback (#29354)
Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-01-09 12:58:39 -07:00 |
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Wentao YeandLuka Govedič
|
308feab33f
|
[Perf] Optimize cutlass moe problem size calculation, 5.3% E2E Throughput improvement, 2.2% TTFT improvement (#31830)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2026-01-09 11:13:43 -08:00 |
|
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Michael Goin
|
d5ec6c056f
|
[UX] Add vLLM model inspection view (#29450)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-01-09 10:12:35 -07:00 |
|
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Shanshan Shen
|
08d954f036
|
[Doc] Add developer guide for CustomOp (#30886)
Signed-off-by: shen-shanshan <467638484@qq.com>
|
2026-01-09 16:21:11 +00:00 |
|
|
Michael Goin
|
34cd32fe30
|
[Perf][Kernel] Fused SiLU+Mul+Quant kernel for NVFP4 cutlass_moe (#31832)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-01-09 07:40:33 -07:00 |
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Xin Yang
|
e7b68f4d6c
|
[Bugfix] Fix Triton FusedMoE LoRA (#30585)
Signed-off-by: Xin Yang <xyangx@amazon.com>
|
2026-01-09 11:46:59 +00:00 |
|
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Cyrus Leung
|
c8ed39b9dd
|
[Model] Reorganize pooling layers (#31973)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-09 11:02:14 +00:00 |
|
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Robert ShawandRobert Shaw
|
0fa8dd24d2
|
[Bugfix] Fix Typo from NVFP4 Refactor (#31977)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-08 16:18:50 -08:00 |
|
|
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5825bbc1f7
|
[Quantization] Deprecate Long Tail of Schemes (#31688)
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: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-01-08 19:07:45 -05:00 |
|
|
Yongye ZhuandRobert Shaw
|
d62cfe546d
|
[MoE Refactoring][Bugfix]Wrap WNA16 Triton kernel into mk and change compressed tensor kernel selection (#31752)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-08 19:01:30 -05:00 |
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Lucas WilkinsonandLuka Govedič
|
6cdf015c3c
|
[Misc] Fix Current vLLM config is not set. warnings, assert to avoid issues in the future (#31747)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2026-01-08 15:20:49 -08:00 |
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Dipika Sikka
|
5d3b6097ad
|
[Compressed-Tensors] Simplify NVFP4 Conditions, enable marlin support for NVFP4A16 MoEs (#30881)
|
2026-01-08 17:45:17 -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 |
|
|
Michael Goin
|
87e07a6b46
|
Revert "feat(moe): Add is_act_and_mul=False support for Triton MoE kernels" (#31978)
|
2026-01-08 11:31:53 -08:00 |
|
|
danisereb
|
b8112c1d85
|
[Bugfix] Fix vllm serve failure with Nemotron Nano V3 FP8 (#31960)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-01-08 16:08:37 +00:00 |
|
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Cyrus Leung
|
d1b6fe007f
|
[Chore] Further cleanup pooler (#31951)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-08 02:16:21 -08:00 |
|
|
Andreas Karatzas
|
c4041f37a4
|
[ROCm][LoRA] Fix MoE accuracy regression by preserving float32 router weight scaling (#31931)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-01-08 04:17:56 +00:00 |
|
|
|
9f6dcb71ae
|
[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>
|
2026-01-08 03:46:27 +00:00 |
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|
Rabi Mishra
|
25eef3dc2e
|
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 |
|
|
Robert Shaw
|
5dcd7ef1f2
|
[MoE Refactor][15/N] Apply Refactor to Fp8 (#31415)
|
2026-01-07 19:42:33 -05:00 |
|
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Elvir Crnčević
|
ffc0a2798b
|
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
|
0ada960a20
|
[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
|
[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
|
[Chore] Migrate V0 attention utils (#31891)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-07 13:44:36 +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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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
|
0dd5dee9b9
|
[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
|
4614c5a539
|
[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 |
|
|
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 |
|
|
Li, Jiangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
8becf146bd
|
[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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