 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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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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Hongxia Yang
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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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Shengliang Xu
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a8c536829c
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Consolidate Nvidia ModelOpt quant config handling for all quantization methods (#28076)
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
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2025-11-19 22:39:36 -05:00 |
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Wentao Ye
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5031cd5d55
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[Refactor] Optimize select_experts (#28069)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-19 18:53:15 -05:00 |
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JartX
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8e38e99829
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[Feature] EPLB on Qwen3VLMoe and CompressedTensorsWNA16MoEMethod (#28849)
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2025-11-19 18:30:08 -05:00 |
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Shu WangandMichael Goin
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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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Chen BruceandHarry Mellor
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da2f6800e0
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[Feat][Perf] Enable deepep-low-latency with round-robin expert placement. (#28449)
Signed-off-by: bruceszchen <bruceszchen@tencent.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-11-19 13:46:24 +01:00 |
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Xin Yang
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468a8d72ba
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[Bugfix] Fix FusedMoEModularKernel for triton backend (#28913)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2025-11-19 13:05:22 +08:00 |
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Li, Jiang
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20852c8f4c
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[CPU] Refactor CPU WNA16 (#28826)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2025-11-19 10:32:00 +08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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9912b8ccb8
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[Build] Add OpenAI triton_kernels (#28788)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-11-18 16:45:20 -08:00 |
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c2612371ad
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[Model] Add Gemma3 GGUF multimodal support (#27772)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-18 08:56:29 -08:00 |
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xuebwang-amdandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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d0a73620cc
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[ROCm][Quantization] add apply_vllm_mapper in quark config for models like gpt-oss (#28638)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-11-18 11:16:45 +08:00 |
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Zhewen Li
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f8b19c0ffd
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[Bugfix] Fix GPT-OSS on AMD after #28603 (#28816)
Signed-off-by: zhewenli <zhewenli@meta.com>
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2025-11-17 13:15:26 -05:00 |
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jiahancandMichael Goin
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561253b37f
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[Performance][Fix] update nvfp4 code to support renorm routing (#28569)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-11-16 18:02:42 -08:00 |
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amirkl94
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03ee48111d
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Feature: Support Relu2 in FusedMoE fp8 cutlass path (#27261)
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2025-11-16 13:39:44 -05:00 |
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TJian
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a425dc256e
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[Bugfix] [ROCm] [AITER]: Fix aiter block quant not compatible with torch compile dynamo (#28716)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2025-11-14 10:30:50 -08:00 |
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3f8a874065
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[Kernels] Enable FlashInfer FP8 Blockscale on SM90 (for TEP DSR1) (#27134)
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-11-14 08:02:44 -08:00 |
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haoyangli-amd
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0b25498990
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[Misc] add ignore mapper for quark quantization (#28275)
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
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2025-11-14 05:56:35 +00:00 |
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Hank_andMichael Goin
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4d5943bda6
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[quantization][config] enable override existing quant_config (#28510)
Signed-off-by: Hank <hcc.mayday@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-11-14 01:24:10 +00:00 |
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zofia
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c47b6c85ac
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[XPU] add sym params to IPEXConfig (#28611)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
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2025-11-13 11:35:04 +00:00 |
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Zijing Liu
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5e973209aa
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[BugFix] Fix type error when assign a trition kernel tensor to a torch.nn.Parameter (#28603)
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
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2025-11-13 11:30:04 +00:00 |
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Lucia Fang
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7e082bc14e
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Support DeepEP for Kimi-k2-thinking through enabling gemm selection for compressed-tensor marlin wna16 (#28574)
Signed-off-by: Lu Fang <fanglu@fb.com>
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2025-11-12 21:40:45 -08:00 |
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wangxiyuan
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2dacd57394
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[platform] Move get_cu_count to utils (#27005)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2025-11-13 08:48:47 +08:00 |
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vllmellm
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d8140b9833
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[ROCM] Fix ROCm warnings, environment flag access, and GEMM kernel naming for consistency in _aiter_ops.py (#28464)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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2025-11-12 21:46:57 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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74a9a9faad
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[Performance][B200] Fix deepgemm prologue (#27897)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-11-12 13:13:03 -08:00 |
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PerryZhang01andPerry Zhang
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a1e7fa362a
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[EPLB][ROCm]: support EPBL for ROCm backend (#27731)
Signed-off-by: Perry Zhang <perzhang@amd.com>
Co-authored-by: Perry Zhang <perzhang@amd.com>
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2025-11-12 18:16:35 +00:00 |
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Alexander Matveev
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f76e85c299
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[Performance][Hopper] Avoid M dim padding to 4x for most cases (due to cuda graphs paddings) (#28492)
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
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2025-11-12 10:51:43 -05:00 |
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Harry Mellor
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54aecd9ed5
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Fix pre-commit (and XPU) on main (#28556)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-11-12 06:13:41 -08:00 |
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Michael Goin
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e5f599d4d1
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[Bugfix] Disable shared expert overlap if Marlin MoE is used (#28410)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-11-11 23:16:12 +00:00 |
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Lukas Geiger
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76e4dcf225
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[Misc] Remove unused attention prefix prefill ops functions (#26971)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-11-11 18:26:04 +00:00 |
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xuebwang-amd
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5a1271d83a
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[Quantization] fix attention quantization of gpt_oss model (#27334)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
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2025-11-11 12:06:00 -05:00 |
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05576df85c
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[ROCm][Quantization] extend AMD Quark to support mixed-precision quantized model (#24239)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-11-11 12:05:22 -05:00 |
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Michael Goin
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f9a4087182
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Remove weight_scale.T special case for SM90 Block FP8 CUTLASS kernel (#28431)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-11-11 11:46:04 -05:00 |
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bnellnm
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a1448b4b69
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[Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064)
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2025-11-11 07:29:02 -07:00 |
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Wentao Ye
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de540c0354
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[Feature] Add env var VLLM_MOE_USE_DEEP_GEMM (#28422)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-11 02:29:48 +00:00 |
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Wentao Ye
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35d801f13f
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[Feature] Refactor batch invariant fp8 DeepGEMM (#27606)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-11 00:08:40 +00:00 |
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Yong Hoon Shin
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021143561f
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[ROCm] Add missing gemm_a8w8_blockscale import (#28378)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
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2025-11-10 23:13:36 +00:00 |
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jiahanc
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34553b9d27
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[Performance] Support FP8 flashinfer TRTLLM MOE on Qwen3 and Qwen-3next (#27492)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
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2025-11-10 12:34:57 -05:00 |
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vllmellmandLuka Govedič
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f080a83511
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[RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-11-10 08:20:53 -08:00 |
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zejunchen-zejun
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b06b9470ca
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[Rocm][fused_moe][fp4] view weight to torch.float4_e2m1fn_x2 when running aiter fused moe for fp4 model (#27474)
Signed-off-by: zejunchen-zejun <zejun.chen@amd.com>
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2025-11-10 10:38:56 -05:00 |
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Kunshang Ji
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1aaecda078
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[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>
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2025-11-08 00:33:11 +00:00 |
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Pavani Majety
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72b1c2ae2c
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[Bugfix] Use latency MOE backend as default for Flashinfer and other misc fixes (#27439)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2025-11-07 04:18:39 -08:00 |
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smit kadvaniandSmit Shaileshbhai Kadvani
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11fd69dd54
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[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>
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2025-11-07 05:27:42 +00:00 |
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449de9001a
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[ROCm] triton fp8 kernel (#27058)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
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2025-11-06 14:46:44 -05:00 |
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6b7a81185d
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Bugfix: Cutlass FP8 FusedMoE bad scaling factors (#27255)
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-11-05 06:06:06 -05:00 |
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Kunshang Ji
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18b39828d9
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[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
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938772af03
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[Kernels] Isolate modular kernel code from FusedMoEMethodBase subclasses. (#27123)
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2025-11-04 21:59:45 +08:00 |
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Jerry Zhang
|
03c4c4aa9d
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Support using Int4PreshuffledTensor after loading (#26066)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
|
2025-11-04 06:00:57 -05:00 |
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