bnellnm
a1448b4b69
[Kernels] Split up fused_moe/layer.py, isolate more modular kernel code ( #28064 )
2025-11-11 07:29:02 -07:00
Varun Sundar Rabindranath
b039bfda8f
[Bugfix] Fix persistent_masked_m_silu_mul_quant tests ( #28366 )
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2025-11-10 09:21:52 -08:00
vllmellm
f080a83511
[RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops ( #24490 )
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2025-11-10 08:20:53 -08:00
amirkl94
6b7a81185d
Bugfix: Cutlass FP8 FusedMoE bad scaling factors ( #27255 )
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2025-11-05 06:06:06 -05:00
Fardin Hoque
b8c48c5d72
kernels/moe test pruning ( #27053 )
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2025-10-30 12:10:34 +08:00
bnellnm
1891cf605a
[Bugfix] Fix modular kernel tests ( #27707 )
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2025-10-29 16:14:33 +08:00
Yeshwanth N
71b1c8b667
[Chore]:Extract math and argparse utilities to separate modules ( #27188 )
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2025-10-26 04:03:32 -07:00
Varun Sundar Rabindranath
a9f55dc588
[Misc] Add triton_kernels dependency ( #27370 )
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2025-10-23 12:04:14 -07:00
dongbo910220
3ae082c373
[Chore] Separate out optional dependency checks from vllm.utils ( #27207 )
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2025-10-22 10:44:21 -04:00
iAmir97
7a6c8c3fa1
[Chore] Separate out vllm.utils.network_utils ( #27164 )
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2025-10-19 03:06:32 -07:00
Isotr0py
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[Chore] Clean up pytorch helper functions in vllm.utils ( #26908 )
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jiahanc
41d3071918
[NVIDIA] [Perf] Update to leverage flashinfer trtllm FP4 MOE throughput kernel ( #26714 )
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2025-10-16 16:20:25 -07:00
Wentao Ye
b3dda72c23
[Feature] Migrate DeepGEMM API from get_m_alignment_for_contiguous_layout to get_mk_alignment_for_contiguous_layout ( #26935 )
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Varun Sundar Rabindranath
fb0571b077
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2025-10-16 12:53:11 -07:00
kliuae
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[ROCm][FEAT] Fuse DeepSeek shared experts into AITER fused_moe ops ( #24097 )
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Varun Sundar Rabindranath
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[torch.compile] Unwrap fused_marlin_moe custom op ( #26739 )
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2025-10-14 02:22:16 +00:00
Harry Mellor
8fcaaf6a16
Update Optional[x] -> x | None and Union[x, y] to x | y ( #26633 )
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2025-10-12 09:51:31 -07:00
Elvir Crnčević
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Silu v2 ( #25074 )
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2025-10-10 15:19:53 +00:00
bnellnm
da364615fc
[Kernels] Modular kernel refactor ( #24812 )
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2025-10-08 17:51:52 -04:00
fxmarty-amd
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[Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 ( #21166 )
2025-10-07 09:35:26 -04:00
Crefeda Rodrigues
c02058c222
Add bias handling to CPUFusedMOE kernel ( #26289 )
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Harry Mellor
6c04638214
Fix per file ruff ignores related to line length ( #26262 )
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Harry Mellor
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Fix per file ruff ignores related to simplification ( #26259 )
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2025-10-05 20:31:53 +00:00
Harry Mellor
d6953beb91
Convert formatting to use ruff instead of yapf + isort ( #26247 )
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2025-10-05 07:06:22 -07:00
XuruiYang
845adb3ec6
[Model] Add LongCat-Flash ( #23991 )
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Shu Wang
54e42b72db
Support mnnvl all2allv from Flashinfer ( #21003 )
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Cyrus Leung
3d9a1d2de5
[V1] Support LLM.apply_model ( #18465 )
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2025-09-20 07:14:35 +00:00
Zhiyu
431535b522
Enable modelopt gemma3 nvfp4/fp8, make workflow more robust ( #22771 )
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2025-09-19 22:40:33 +00:00
bnellnm
5963b98b46
[Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses ( #22537 )
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2025-09-17 17:43:31 -06:00
Michael Goin
59d7ffc17f
[CI Failure] Fix test_flashinfer_cutlass_mxfp4_mxfp8_fused_moe ( #24750 )
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2025-09-13 07:29:19 +00:00
Elvir Crnčević
98229db244
[Kernels][DP/EP] Optimize Silu Kernel for R1 ( #24054 )
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2025-09-13 00:17:27 -07:00
Duncan Moss
074854b24f
[Kernel][B200] mxfp4 fused cutlass moe ( #23696 )
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2025-09-11 17:04:56 -04:00
Wei
0efdb5c3ba
[gpt-oss] Cache permute indices for faster MXFP4 MoE layer loading ( #24154 )
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2025-09-10 04:27:53 +00:00
Jee Jee Li
7555d6b34a
[Bugfix] Fix test_mixtral_moe ( #24371 )
2025-09-06 09:32:03 -07:00
bnellnm
e9b92dcd89
[Kernels] Overlap shared experts with send/recv ( #23273 )
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2025-09-03 12:35:18 -04:00
co63oc
1bd007f234
fix some typos ( #24071 )
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2025-09-02 20:44:50 -07:00
Didier Durand
fad73be1a5
[Doc]: fix typos in Python comments ( #24077 )
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2025-09-02 02:38:55 -07:00
Wentao Ye
3af47c3cc6
[Feature] Add Hopper DeepGEMM E8M0 for DeepSeekV3.1 scale_fmt ( #23666 )
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Michael Goin
906e461ed6
[CI Fix] Pin deepep and pplx tags in tools/ep_kernels/, gate multigpu tests ( #23568 )
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2025-08-25 18:29:00 -07:00
Xin Yang
8a3cd90af5
[Kernel] Add fused grouped_topk kernel for MoE ( #23274 )
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Aziz
341923b982
fix(tests): Ensure reliable CUDA cache clearing in MoE test ( #23416 )
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Michael Goin
3bbe11cc13
[Perf] Small optimizations for silu_mul_fp8_quant_deep_gemm ( #23265 )
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2025-08-21 17:56:15 -04:00
Lain
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add tg-mxfp4-moe-test ( #22540 )
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shixianc
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[Kernel] CUTLASS MoE FP8: Integrate cuda moe permute/unpermute ( #23045 )
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2025-08-20 10:35:26 -04:00
amirkl94
a38b8af4c3
[NVIDIA] Add SM100 Flashinfer Cutlass MoE fp8 backend ( #22357 )
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2025-08-19 18:01:53 -04:00
bnellnm
8ad7285ea2
[Kernels] Clean up FusedMoeMethodBase and modular kernel setup. Remove extra arguments from modular kernel methods. ( #22035 )
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Michael Goin
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[CI Perf] Prune tests in tests/kernels/moe/ ( #22939 )
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Jinzhen Lin
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[Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel ( #22428 )
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Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: JartX <sagformas@gmail.com>
Co-authored-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: kf <kuanfu.liu@embeddedllm.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
Co-authored-by: Yong Hoon Shin <48474650+sarckk@users.noreply.github.com>
Co-authored-by: Chih-Chieh Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Yuxuan Zhang <2448370773@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: Xiao <xiszishu@gmail.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
Co-authored-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Ning Xie <andy.xning@gmail.com>
Co-authored-by: H <linhaibin.eric@gmail.com>
Co-authored-by: David Ben-David <sdavidbd@gmail.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Chenxi Yang <cxyang@cs.utexas.edu>
Co-authored-by: Chenxi Yang <cxyang@meta.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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Co-authored-by: ericehanley <ericehanley@google.com>
Co-authored-by: Zhonghua Deng <abzhonghua@gmail.com>
Co-authored-by: Po-Han Huang (NVIDIA) <53919306+nvpohanh@users.noreply.github.com>
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Co-authored-by: lkchen <github@lkchen.net>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: tlipoca9 <160737620+tlipoca9@users.noreply.github.com>
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Co-authored-by: wang.yuqi <noooop@126.com>
Co-authored-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Siyuan Liu <lsiyuan@google.com>
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Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
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Co-authored-by: asafg <asafg@ai21.com>
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Co-authored-by: Andrew Sansom <andrew@protopia.ai>
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2025-08-14 11:23:22 -07:00
shixianc
4c558cf62e
[Perf] Support topk softmax fused kernel for broader num_experts ( #22211 )
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Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
2025-08-12 21:34:47 -07:00
Wentao Ye
f7dcce7a4a
[Feature] Add VLLM_USE_DEEP_GEMM_E8M0 Env to Control E8M0 Scale ( #21968 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-08-11 09:39:08 -07:00
