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59 Commits

Author SHA1 Message Date
Wentao Ye
f7dcce7a4a
[Feature] Add VLLM_USE_DEEP_GEMM_E8M0 Env to Control E8M0 Scale (#21968) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-11 09:39:08 -07:00
Ning Xie
326976291b
[Misc] code clean duplicate set_current_vllm_config in _set_vllm_config (#22566) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-08-10 00:08:48 -07:00
Jee Jee Li
0edc0cd52b
[Bugfix] Fix CI moe kernel failure (#22556) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-09 00:03:29 -07:00
Yongye Zhu
e789cad6b8
[gpt-oss] triton kernel mxfp4 (#22421) 
Signed-off-by: <zyy1102000@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
 2025-08-08 08:24:07 -07:00
Wentao Ye
6e8d8c4afb
[Test] Add Unit Test for Batched DeepGEMM (#21559) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-02 10:45:46 +08:00
Wentao Ye
3700642013
[Refactor] Remove Duplicate per_block_cast_to_fp8, Remove Dependencies of DeepGEMM (#21787) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-01 01:13:27 +00:00
Matthew Bonanni
e360316ab9
Add DeepGEMM to Dockerfile in vllm-base image (#21533) 
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-31 18:01:55 -07:00
Caleb_Du
57c22e57f9
Fix CUDA permute/unpermute for use with DeepGemm Moe (#17934) 
Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
 2025-07-27 07:08:00 -07:00
Yang Chen
6929f8b437
[Misc] fixed nvfp4_moe test failures due to invalid kwargs (#21246) 
Signed-off-by: Yang Chen <yangche@fb.com>
 2025-07-23 01:41:43 -07:00
Ming Yang
e7b2042681
Revert "[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) (#21334) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
 2025-07-21 21:49:01 -07:00
shixianc
7d94577138
Add torch golden impl for moe_align_block_size kernel test (#20653) 
Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
 2025-07-19 02:32:36 -07:00
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
Varun Sundar Rabindranath
11dfdf21bf
[Kernel] DeepGemm MoE : Integrate triton permute / unpermute kernels (#20903) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-07-17 08:10:37 +00:00
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
Wentao Ye
c1acd6d7d4
[Refactor] Change the way of import triton (#20774) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-12 19:39:55 -07:00
Wentao Ye
42d440c22b
[Perf] Use Triton instead of Torch for DeepGEMM Per Token Group Quant (#20841) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-12 19:38:45 -07:00
Varun Sundar Rabindranath
53fa457391
[Misc] Add unit tests for MoE ModularKernel combinations + Profiling utility (#20449) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-07-11 07:51:46 -07:00
Wentao Ye
e2de455c34
[Feature] Integrate SM100 DeepGEMM support (#20087) 2025-07-10 20:18:05 -07:00
Varun Sundar Rabindranath
f0c98cae27
[Misc] MoE ModularKernel : Introduce TopKWeightAndReduce (#20648) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-07-10 14:40:38 -07:00
Varun Sundar Rabindranath
fdadb6f43a
[Bugfix] Fused MoE Modular Kernel chunking loop (#20392) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-07-10 20:31:10 +00:00
fxmarty-amd
332d4cb17b
[Feature][Quantization] MXFP4 support for MOE models (#17888) 
Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: Bowen Bao <bowenbao@amd.com>
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Bowen Bao <bowenbao@amd.com>
 2025-07-09 13:19:02 -07:00
Ming Yang
afb7cff1b9
[Bugfix] Fix Maverick correctness by filling zero to cache space in cutlass_moe (#20167) 
Signed-off-by: Ming Yang <yming@meta.com>
 2025-07-08 01:07:22 +00:00
Michael Goin
c108781c85
[CI Bugfix] Fix pre-commit failures on main (#20502) 2025-07-04 14:17:30 -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
Jee Jee Li
1caca5a589
[Misc] Add SPDX-FileCopyrightText (#20428) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-04 07:40:42 +00:00
bnellnm
78fe77534b
[Kernel] Enable fp8 support for pplx and BatchedTritonExperts. (#18864) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-07-03 14:55:40 -07:00
bnellnm
c1909e7e8c
[Kernels] MoE refactor (#19636) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
 2025-07-02 06:08:27 -07:00
Wentao Ye
7058d7dd5d
[Refactor] Remove duplicate find_free_port (#20333) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-01 19:03:07 -07:00
Varun Sundar Rabindranath
08d81f1014
[Bugfix] Fix deepep tests (#20288) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-07-01 15:29:08 +08:00
Wentao Ye
551ef1631a
[Unit Test] Add unit test for deep gemm (#20090) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-06-30 10:26:42 -06:00
Wentao Ye
4d36693687
[Refactor] Create a function util and cache the results for has_deepgemm, has_deepep, has_pplx (#20187) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-28 22:06:38 +00:00
Wentao Ye
562308816c
[Refactor] Rename commnication utils (#20091) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-26 22:19:32 +00:00
Wentao Ye
c894c5dc1f
[Bug Fix] Fix address/port already in use error for deep_ep test (#20094) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-26 22:33:13 +08:00
bnellnm
015fab8c2f
[Kernels][Bugfix] Use torch op for all kernels in FusedMoE forward. Add additional testing for cudagraphs. (#19717) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-06-24 23:22:58 -07:00
Wentao Ye
a6c4b87fbc
Revert "[Feature] Integrate new deepgemm (#19820)" (#20049) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-24 19:45:22 -07:00
Wentao Ye
c6e3bba8e6
[Feature] Integrate new deepgemm (#19820) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-24 12:51:56 -07:00
Tyler Michael Smith
68aaeb3749
[EP+DP] Optimize the little operations in the DeepGEMM + DeepEP low latency case (#19885) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-06-23 11:07:47 -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
bnellnm
29fa5cac1c
[Kernels] Add activation chunking logic to FusedMoEModularKernel (#19168) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-06-11 12:53:10 -04:00
Varun Sundar Rabindranath
5cf2daea9a
[Misc] Fixes and Optimizations for DeepEP + DeepGEMM combination. (#19298) 
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
 2025-06-09 10:50:39 -04:00
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
Varun Sundar Rabindranath
c3fd4d669a
[Kernel] Integrate batched/masked deepgemm kernel (#19111) 
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
 2025-06-04 21:59:18 +00:00
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
vllmellm
0f5e0d567e
[FEAT][ROCm] Add AITER grouped topk for DeepSeekV2 (#18825) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-05-31 03:39:31 -07:00
Tyler Michael Smith
6e588da0f4
[Build/CI] Fix CUDA 11.8 build (#17679) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-22 12:13:54 -07:00
bnellnm
c6c10ca920
[Bugfix] Reduce moe_sum test size to avoid OOM (#18484) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-05-21 06:46:39 -07:00
bnellnm
92247c522e
[Bug] Fix moe_sum signature (#18440) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-05-20 22:37:08 -07:00