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543 Commits

Author SHA1 Message Date
shixianc
5780121c95
[Perf] Add swap_ab to SM90 FP8 non-block CUTLASS moe grouped gemm (#20911) 
Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
 2025-07-18 04:34:43 +00:00
ElizaWszola
9fb2d22032
[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
 2025-07-17 09:56:44 -04:00
Lucas Wilkinson
d31a647124
[BugFix] Fix import error on non-blackwell machines (#21020) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-07-15 22:27:29 -07:00
Peter Pan
1eb2b9c102
[CI] update typos config for CI pre-commit and fix some spells (#20919) 
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
 2025-07-15 21:12:40 -07:00
Gregory Shtrasberg
ed10f3cea1
[ROCm] warpSize is being made non constexpr in ROCm 7.0 (#20330) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-07-15 14:01:44 -04:00
Alexander Matveev
8cdc371217
SM100 Cutlass MLA decode with unrestricted num_heads (< 128) for DeepSeek TP (#20769) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
 2025-07-15 01:06:38 +00:00
TJian
c488b928a7
[ROCm] [Bugfix] [Critical]: Fix mamba compilation bug (#20883) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-07-14 15:23:28 +08:00
Congcong Chen
2c11a738b3
[Model] New model support for microsoft/Phi-4-mini-flash-reasoning (#20702) 
Signed-off-by: Congcong Chen <congcongchen@microsoft.com>
 2025-07-12 06:02:10 -07:00
Michael Goin
d47661f0cd
[Kernel] Basic tuned configs for NVFP4 CUTLASS dense GEMM (#20646) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-11 10:05:33 -06:00
Duncan Moss
5923ab9524
[fix]: disable cutlass block scaled group gemm for EP (#20781) 
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
 2025-07-11 02:39:18 +00:00
nishith-fujitsu
c7753a9809
[Hardware][CPU] Vllm int8 quantization enablement for ARM CPU (#14129) 
Signed-off-by: nishith-fujitsu <nishith.jaiswal@fujitsu.com>
 2025-07-10 15:59:04 +00:00
Tuan, Hoang-Trong
47043eb678
[Kernel] Triton implementation of causal-conv1d for Mamba-based models (#18218) 
Signed-off-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-07-09 12:53:55 -07:00
Wenxin Cheng
5eaf570050
Replace multiply_add with homogeneous_multiply_add to Address Clang Template Parameter Issue (#20142) 
Signed-off-by: Lu Fang <lufang@fb.com>
 2025-07-09 00:30:18 +00:00
Ming Yang
c438183e99
[Bugfix] Fix topk_ids indices_type for CUTLASS w8a8 FP8 MoE (#20166) 
Signed-off-by: Ming Yang <yming@meta.com>
 2025-07-08 23:10:57 +00:00
Lucas Wilkinson
40b86aa05e
[BugFix] Fix: ImportError when building on hopper systems (#20513) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-07-06 12:17:30 +08:00
Vadim Gimpelson
f73d02aadc
[BUG] Fix #20484. Support empty sequence in cuda penalty kernel (#20491) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@centml.ai>
 2025-07-05 19:38:02 -07:00
Duncan Moss
3d184b95b8
[feat]: CUTLASS block scaled group gemm for SM100 (#19757) 
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Duncan Moss <dmoss@nvidia.com>
 2025-07-04 12:58:04 -06:00
Wentao Ye
783921d889
[Perf] Optimize Vectorization Utils for Int 8 Quantization Kernels (#20331) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-04 15:06:24 +08:00
Joonchen Liau
9e5552aa13
[NVIDIA] Support Cutlass w8a8 FP8 for Blackwell Geforce GPUs (sm120) (#17280) 
Signed-off-by: kaln27 <liaojuncheng123@foxmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-02 06:47:19 -06:00
Tyler Michael Smith
3be8d312a2
[Kernel][Bugfix] Fixup some warnings in nvfp4_blockwise_moe when CUDA < 12.8 (#20324) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-07-01 18:05:47 -07:00
周周周
9290de5667
remove unused variables in marlin_template.h (#20236) 2025-07-02 00:51:52 +00:00
Li, Jiang
6cc1e7d96d
[CPU] Update custom ops for the CPU backend (#20255) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-07-01 07:25:03 +00:00
Richard Barnes
86debab54c
Fix numel() downcast in vllm/csrc/moe/moe_align_sum_kernels.cu +2 (#17082) 
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-01 06:48:10 +00:00
Tyler Michael Smith
e8c3bd2cd1
[Bugfix] Fix some narrowing conversion warnings (#20141) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-06-27 09:01:28 -07:00
Hosang
94a55c7681
[Fix][ROCm] Remove unused variables to fix build error on GFX11/12 (#19891) 
Signed-off-by: Hosang Yoon <hosang.yoon@amd.com>
 2025-06-27 07:14:44 -07:00
li haoyang
0740e29b66
[Feature] add quick all reduce (#19744) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Signed-off-by: Haoyang Li <Haoyang.Li@amd.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
 2025-06-26 20:54:24 -07:00
Michael Goin
44d2e6af63
[Bugfix] Build moe_data for both sm100 and sm90 (#20086) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-06-26 20:50:12 -07:00
Ilya Markov
2d7779f888
[Perf] SM100 FP8 GEMM Optimizations after cutlass_profiler (#20071) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
 2025-06-26 20:50:09 -07:00
Li, Jiang
0567c8249f
[CPU] Fix torch version in x86 CPU backend (#19258) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-06-26 03:34:47 -07:00
Wentao Ye
ffb2cd6b54
[Perf] Optimize moe_align_block_size CUDA kernel (#19572) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-06-17 11:49:26 -07:00
Szymon Ożóg
dec66d253b
[Kernel] GGUF MMVQ kernel for multiple input vectors (#18754) 
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
 2025-06-16 17:33:26 +08:00
Lu Fang
c6703d1e0d
[MISC] Remove unused variableds in C++ (#19609) 
Signed-off-by: Lu Fang <lufang@fb.com>
 2025-06-15 20:05:28 -07:00
Ilya Markov
e13945f9dd
[Perf] Further tunings for SM100 FP8 CUTLASS kernel (#19566) 2025-06-14 17:25:10 -07:00
jiahanc
294fc1e2c9
[Hardware][NVIDIA][kernel] Fp4 MOE quant kernel optimization (#19500) 2025-06-14 09:34:28 -07:00
Wentao Ye
ce9dc02c93
[Refactor] Remove unused variables in moe_permute_unpermute_kernel.inl (#19573) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-13 06:12:15 -07:00
Wentao Ye
b6efafd9e4
[Perf] Vectorize static / dynamic INT8 quant kernels (#19233) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-12 06:51:41 -07:00
Ning Xie
2f1c19b245
[CI] change spell checker from codespell to typos (#18711) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-06-11 19:57:10 -07:00
Louie Tsai
5c8d34a42c
Support no privileged mode on CPU for docker and kubernetes deployments (#19241) 
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
 2025-06-11 04:11:47 -07:00
ElizaWszola
84166fee97
[Kernel] Integrate CUTLASS MoE kernel with PPLX (#18762) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-06-06 18:26:11 -07:00
Chiyue Wei
61059bee40
[Hardware][NVIDIA] FP4 MoE kernel optimization (#19110) 
Signed-off-by: Chiyue Wei <chiyuew@nvidia.com>
Co-authored-by: Chiyue Wei <chiyuew@nvidia.com>
 2025-06-05 09:48:26 -07:00
Michael Goin
53a5a0ce30
[Perf] Tunings for SM100 FP8 CUTLASS kernel (#18778) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-06-04 10:46:28 -07:00
Lain
5f2cd251d2
Sm100 blockwise fp8 swap ab (#18564) 2025-06-04 07:48:45 -07:00
Kaixi Hou
41aa578428
[NVIDIA] Add Cutlass MLA backend (#17625) 2025-06-03 21:40:26 -07:00
Vadim Gimpelson
5d6d1adf15
[KERNEL] Sampler. CUDA kernel for applying repetition penalty (#18437) 2025-06-03 21:13:01 -07:00
Michael Goin
e31446b6c8
[Perf] Tune scaled_fp8_quant by increasing vectorization (#18844) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-06-03 13:48:25 -07:00
Varun Sundar Rabindranath
fa98d77773
[Kernel] DeepEP dispatch-combine kernel integration (#18434) 
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-06-03 12:30:02 -07:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Charlie Fu
306d60401d
[ROCm][Kernel] Add gfx950 support for skinny gemms (#18010) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-05-31 07:40:05 -07:00
Lucas Wilkinson
ce75efeecb
[BugFix] FA2 MLA Accuracy Issue (#18807) 
Signed-off-by: LucasWilkinson <lwilkinson@neuralmagic.com>
 2025-05-28 08:59:39 +00:00
almersawi
a547aeb828
feat(rocm-support): support mamba2 on rocm (#18565) 
Signed-off-by: Islam Almersawi <islam.almersawi@openinnovation.ai>
Co-authored-by: Islam Almersawi <islam.almersawi@openinnovation.ai>
 2025-05-27 00:07:53 -07:00