 Omer Ullman Argov
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39d28108f4
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[Feat] Support non-gated activations in NVFP4 modelopt path (#29004)
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2025-11-30 11:02:40 -05:00 |
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Isotr0py
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47539cfd3e
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[Bugfix] Fix mismatched nvfp4 gemm output shape (#29742)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-30 09:15:01 +00:00 |
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朝
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9381b5cde0
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[Doc]: Fix typo in fused_moe layer (#29731)
Signed-off-by: BowTen <bowten@qq.com>
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2025-11-29 22:29:13 -08:00 |
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Isotr0py
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e1464c3a08
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[Quantization] Enable compressed-tensors AWQ for Turing GPU (#29732)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-30 06:04:28 +00:00 |
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Xin YangandJee Jee Li
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a491b0911b
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[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>
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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>
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2025-11-29 07:19:33 -08:00 |
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Didier Durand
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04a797cd0e
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[Doc]: fixing typos in various files. (#29717)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-11-29 01:15:39 -08:00 |
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Huamin Li
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3fd1fb0b60
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Revert "[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)" (#29697)
Signed-off-by: Huamin Li <3ericli@gmail.com>
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2025-11-28 15:26:52 -08:00 |
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Xin YangandJee Jee Li
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745a3bae1a
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[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>
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2025-11-28 10:48:28 +08:00 |
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Matthew Bonanni
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fc1d8be3dc
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[Attention] Update attention imports (#29540)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-27 11:19:09 -05:00 |
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a67dec7cba
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[Bugfix] fix IMA issue in certain cases of the moe marlin kernel (#28619)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-11-26 19:02:21 -08:00 |
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HDCharles
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df01eda4dc
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[Bugfix] Make compressed-tensors MoEs respect ignored layers (#28878)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
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2025-11-26 21:35:13 -05:00 |
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Matthew Bonanni
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430dd4d9eb
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[Attention] Remove imports from vllm/attention/__init__.py (#29342)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-26 10:53:15 -07:00 |
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HDCharlesandIsotr0py
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e603129505
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[refactor] CTConfig methods to static/class methods (#28870)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-26 17:21:58 +00:00 |
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Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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0b0aa874e8
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[Perf] Optimize batch invariant BMM, 18.1% Throughput improvement, 10.7% TTFT improvement (#29345)
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>
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2025-11-26 09:38:52 -07:00 |
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Huamin Li
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70d5953f82
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Revert "[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)" (#29483)
Signed-off-by: Huamin Li <3ericli@gmail.com>
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2025-11-26 22:27:26 +08:00 |
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Xin Yang
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53d7f1f601
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[Kernel] Use pre-allocated output buffer for triton kernel fused_experts (#29219)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2025-11-26 10:21:00 +08:00 |
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Michael GoinandWentao Ye
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7df0289782
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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>
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2025-11-25 22:52:31 +00:00 |
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Michael Goin
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e502098643
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[Kernel] Add NVFP4 MoE CUTLASS support for SM120 (#29242)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2025-11-25 06:59:07 -08:00 |
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elvischenv
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6330f9477d
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[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
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2025-11-25 07:59:40 +00:00 |
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Fadi Arafeh
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98caeadd54
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[fix][cpu] Use a SwigluOAI impl which supports interleaved gate-up wei (#29273)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
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2025-11-25 15:11:11 +08:00 |
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92effb07a4
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[Model] Add HunyuanOCR support (#29327)
Signed-off-by: manayang <jackmanayang@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: sergeywang <sergeywang@tencent.com>
Co-authored-by: manayang <jackmanayang@gmail.com>
Co-authored-by: manayang <manayang@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2025-11-25 03:28:51 +00:00 |
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Michael Goin
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6f1355a1b7
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[Perf] Disable DeepGEMM MoE by default when TP=8 is used (#29346)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-11-24 19:01:40 -07:00 |
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Wentao Ye
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699bca76c0
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[UX] Raise error for attn backend of batch invariant (#29348)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-24 17:49:01 -07:00 |
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Michael Goin
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c17610e2ba
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[Bugfix] Only use triton_kernels for MXFP4 on SM90 and SM100 (#29339)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-11-24 18:22:46 -05:00 |
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bnellnm
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8f066146c3
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[MoE][Refactor] Make select_experts a non-static method (#29067)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-11-24 13:38:04 -05:00 |
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jiahancandmgoin
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5f96c00c55
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[Fix] Add SM check to flashinfer MOE backend (#29144)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-11-23 00:39:30 +00:00 |
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Federico
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f55c76c2b3
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chore: add RTX_PRO_6000 GLM4.6-FP8 kernel tuning (#29240)
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2025-11-22 08:42:48 -08:00 |
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Bram WastiandWentao Ye
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5f7209a793
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[tiny] Remove unsupported TRITON_MLA backend from batch invariance (#28832)
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-11-22 21:00:50 +08:00 |
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jinghanhu
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988ee66b0d
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Handle triton kernel import exception (#29062)
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2025-11-22 10:07:50 +00:00 |
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FlintyLemming
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052950e5b3
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Add fused MoE config for H200 E160 N192 fp8 (#29182)
Signed-off-by: FlintyLemming <admin@flinty.moe>
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2025-11-21 17:37:51 -08:00 |
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Lukas Geiger
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d045e22dfe
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[Model][Qwen3VL] Tune Triton w8a8 block fp8 kernel for L40s (#29217)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-11-21 17:30:55 -08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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3137991f55
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[BugFix] EPLB + B200 + DeepGEMM : Handle column-major scales tensor (#29162)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-11-21 14:28:17 -08:00 |
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Lucas Wilkinson
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1840c5cb18
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[BugFix] Make sure to allocate worst case MoE workspace during profile run in the DP + EP case (#27426)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2025-11-21 11:41:52 -08:00 |
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Mingyuan Maandmgoin
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b4c8fbaae2
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Add TRTLLM MoE NVFP4 kernel to CompressedTensorsW4A4MoeMethod (#28892)
Signed-off-by: mingyuanm <mingyuanm@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-11-21 09:54:11 -07:00 |
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rasmithandRandall Smith
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e99e467384
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[CI/Build][Kernel][AMD] Move extra dim to after load in _fwd_kv_parallel in lighting_attn.py (#29132)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
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2025-11-21 11:53:09 -05:00 |
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Wentao YeandNick Hill
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a42ab317ac
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[Log] Optimize startup log (#28948)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
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2025-11-21 08:46:20 -08:00 |
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Aleksandr MalyshevandAleksandr Malyshev
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b7f1f490a6
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Upstream triton fp4 weight preshuffle (#28888)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
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2025-11-21 11:34:46 -05:00 |
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Cyrus Leung
|
aab0102a26
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[V0 deprecation] Remove more V0 references (#29088)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-11-21 11:56:59 +00:00 |
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Hongxia Yang
|
3f5f36da3f
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[ROCm] Fix for import when building with upstream triton for gfx1100 for gpt-oss serving (#29127)
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
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2025-11-21 03:30:07 +00:00 |
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Wentao Ye
|
e1eefa4c40
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[Bug] Fix torch warning of tf32 usage (#29112)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-11-21 01:54:59 +00:00 |
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Wentao Ye
|
df44df0143
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[Feature] Shared Experts Overlap with FI deepgemm swap kernel, 2.2% throughput improvement and 3.6% TTFT improvement (#28879)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-20 18:41:49 -07:00 |
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Anna ShorsandChen Zhang
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6eb745d9bd
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Add truncate arg to yarn to match openai implementation of gpt-oss (#28244)
Signed-off-by: ashors1 <ashors@nvidia.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
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2025-11-20 18:53:50 +08:00 |
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Wentao Ye
|
2c52c7fd9a
|
[Bug] Fix torch dynamo warning Dynamo detected a call to a functools.lru_cache (#29038)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-11-20 16:52:23 +08:00 |
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Shengliang Xu
|
a8c536829c
|
Consolidate Nvidia ModelOpt quant config handling for all quantization methods (#28076)
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
|
2025-11-19 22:39:36 -05:00 |
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Wentao Ye
|
5031cd5d55
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[Refactor] Optimize select_experts (#28069)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-11-19 18:53:15 -05:00 |
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JartX
|
8e38e99829
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[Feature] EPLB on Qwen3VLMoe and CompressedTensorsWNA16MoEMethod (#28849)
|
2025-11-19 18:30:08 -05:00 |
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Max Hu
|
cb0a7b4bea
|
[Bugfix] Move flashinfer kernel check into ``__init__` function of `FusedMoE`` (#29018)
Signed-off-by: Max Hu <hyoung2991@gmail.com>
|
2025-11-19 21:54:15 +00:00 |
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Yongye Zhu
|
88f5b19f0b
|
[DeepSeek] Fix DeepSeek V3.2 Rope Embedding (#28968)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2025-11-19 16:30:04 -05:00 |
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Shu WangandMichael Goin
|
613abb50d5
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[MoE] Nvfp4 Masked Gemm: Add flashinfer grouped_gemm_nt_masked (#25990)
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-11-19 13:29:06 -08:00 |
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