Luka Govedič
4f35be10a9
[BugFix] Fix topk_softmax assert ( #19764 )
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2025-08-27 09:47:28 -07:00
Xin Yang
8a3cd90af5
[Kernel] Add fused grouped_topk kernel for MoE ( #23274 )
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2025-08-25 11:47:52 -07:00
shixianc
b17109beea
[Kernel] CUTLASS MoE FP8: Integrate cuda moe permute/unpermute ( #23045 )
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2025-08-20 10:35:26 -04:00
Jinzhen Lin
33c63e9547
[Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel ( #22428 )
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kliuae
c6cd5ca3d3
[ROCm][Bugfix] Fix compilation error in topk softmax fused kernel ( #22819 )
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Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
2025-08-13 13:45:03 -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>
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2025-08-12 21:34:47 -07:00
Wentao Ye
a59cd9d9f7
[Refactor] Fix Compile Warning #1444-D ( #21462 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-08-01 06:10:30 -07:00
Caleb_Du
57c22e57f9
Fix CUDA permute/unpermute for use with DeepGemm Moe ( #17934 )
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Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
2025-07-27 07:08:00 -07:00
Gregory Shtrasberg
90eeea8f85
[Bugfix][ROCm] Fix for warp_size uses on host ( #21205 )
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2025-07-24 00:37:19 -07:00
Wentao Ye
226b452a20
Revert "[Refactor] Fix Compile Warning #1444-D ( #21208 )" ( #21384 )
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2025-07-22 08:22:10 -07:00
Wentao Ye
6e5b5ca580
[Refactor] Fix Compile Warning #1444-D ( #21208 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-07-21 23:33:51 -07:00
Ming Yang
e7b2042681
Revert "[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE ( #20762 ) ( #21334 )
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2025-07-21 21:49:01 -07:00
Himanshu Jaju
0ec82edda5
[perf] Speed up align sum kernels ( #21079 )
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2025-07-21 11:19:23 -07:00
ElizaWszola
9fb2d22032
[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE ( #20762 )
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Signed-off-by: ElizaWszola <ewszola@redhat.com>
2025-07-17 09:56:44 -04:00
周周周
9290de5667
remove unused variables in marlin_template.h ( #20236 )
2025-07-02 00:51:52 +00:00
Richard Barnes
86debab54c
Fix numel() downcast in vllm/csrc/moe/moe_align_sum_kernels.cu +2 ( #17082 )
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2025-07-01 06:48:10 +00:00
Wentao Ye
ffb2cd6b54
[Perf] Optimize moe_align_block_size CUDA kernel ( #19572 )
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2025-06-17 11:49:26 -07:00
Wentao Ye
ce9dc02c93
[Refactor] Remove unused variables in moe_permute_unpermute_kernel.inl ( #19573 )
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2025-06-13 06:12:15 -07:00
Ning Xie
2f1c19b245
[CI] change spell checker from codespell to typos ( #18711 )
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2025-06-11 19:57:10 -07:00
Chiyue Wei
61059bee40
[Hardware][NVIDIA] FP4 MoE kernel optimization ( #19110 )
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Signed-off-by: Chiyue Wei <chiyuew@nvidia.com>
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2025-06-05 09:48:26 -07:00
Varun Sundar Rabindranath
fa98d77773
[Kernel] DeepEP dispatch-combine kernel integration ( #18434 )
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2025-06-03 12:30:02 -07:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText ( #19100 )
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2025-06-03 11:20:17 -07:00
Tyler Michael Smith
6e588da0f4
[Build/CI] Fix CUDA 11.8 build ( #17679 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2025-05-22 12:13:54 -07:00
bnellnm
92247c522e
[Bug] Fix moe_sum signature ( #18440 )
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Signed-off-by: Bill Nell <bnell@redhat.com>
2025-05-20 22:37:08 -07:00
Jinzhen Lin
e73b7dfd69
[Bugfix] fix an illegal memory access was encountered of marlin kernel + act_order ( #18245 )
2025-05-16 16:02:44 -07:00
bnellnm
f9c069c85e
Modularize fused experts and integrate PPLX kernels ( #15956 )
2025-05-14 13:11:54 -07:00
Jinzhen Lin
d4154c35a2
[Bugfix] fix moe marlin topk_weight loading ( #18080 )
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Co-authored-by: mgoin <mgoin64@gmail.com>
2025-05-13 23:31:57 -07:00
Jinzhen Lin
d74e5f37bc
[Kernel] fp4 marlin kernel ( #17687 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
2025-05-10 19:58:49 -07:00
Michael Goin
a17cef70ea
Removed unused marlin cuda code ( #17684 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-05-06 17:59:47 -07:00
Jinzhen Lin
1d0c9d6b2d
[Kernel] some optimizations for dense marlin and moe marlin ( #16850 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
2025-05-05 09:39:30 -07:00
Caleb_Du
3e887d2e0c
permute/unpermute kernel for moe optimization ( #14568 )
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Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
2025-05-02 11:31:55 -07:00
Harry Mellor
40896bdf3f
pre-commit autoupdate (#17380 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-29 06:46:55 -07:00
Lucas Wilkinson
7eb4255628
[BugFix] Accuracy fix for llama4 int4 - improperly casted scales ( #16801 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2025-04-17 22:13:29 -07:00
Jinzhen Lin
d06ba4ed3f
[Kernel] moe wna16 marlin kernel ( #14447 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-04-14 20:05:22 -07:00
TJian
916836bbfb
[FEAT] [ROCm] [Embedding] Add encoder-only model support into ROCm Flash Attention to enable embedding models. ( #14664 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-03-12 09:31:19 -07:00
Sage Moore
45f3f3f59e
[ROCm][Bugfix] Ensure that the moe_wna16_gemm kernel is not built on ROCm platforms. ( #14629 )
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-03-12 08:00:28 -04:00
Jinzhen Lin
90e88ab756
[Kernel] moe wna16 cuda kernel ( #13321 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-03-10 20:12:40 -04:00
Michael Goin
2344192a55
Optimize moe_align_block_size for deepseek_v3 ( #12850 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-02-13 18:43:37 -05:00
Shiyan Deng
f1042e86f0
[Misc] AMD Build Improvements ( #12923 )
2025-02-12 02:36:10 -08:00
Gregory Shtrasberg
5b19b93082
[ROCm][Kernel] Using the correct warp_size value
2025-02-05 19:15:08 -08:00
Yang Chen
95460fc513
[Kernel] port sgl moe_align_block_size kernels ( #12574 )
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sgl_moe_align_block_size is based on:
ded9fcd09aba5112ff69
2025-02-03 13:09:50 +08:00
Harry Mellor
823ab79633
Update pre-commit hooks ( #12475 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-01-27 17:23:08 -07:00
ElizaWszola
221d388cc5
[Bugfix][Kernel] Fix moe align block issue for mixtral ( #12413 )
2025-01-25 01:49:28 +00:00
Jinzhen Lin
1e60f87bb3
[Kernel] fix moe_align_block_size error condition ( #12239 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
2025-01-21 10:30:28 -08:00
Jinzhen Lin
750f4cabfa
[Kernel] optimize moe_align_block_size for cuda graph and large num_experts (e.g. DeepSeek-V3) ( #12222 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-01-20 16:42:16 -08:00
Simon Mo
f49777ba62
Deepseek v3 ( #11502 )
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Signed-off-by: mgoin <michael@neuralmagic.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
Co-authored-by: robertgshaw2-neuralmagic <rshaw@neuralmagic.com>
2024-12-26 16:09:44 -08:00
Charlie Fu
59449095ab
[Performance][Kernel] Fused_moe Performance Improvement ( #9384 )
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Signed-off-by: charlifu <charlifu@amd.com>
2024-10-24 15:37:52 -07:00
bnellnm
eca2c5f7c0
[Bugfix] Fix support for dimension like integers and ScalarType ( #9299 )
2024-10-17 19:08:34 +00:00
ElizaWszola
05d686432f
[Kernel] Zero point support in fused MarlinMoE kernel + AWQ Fused MoE ( #8973 )
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Co-authored-by: Dipika <dipikasikka1@gmail.com>
Co-authored-by: Dipika Sikka <ds3822@columbia.edu>
2024-10-04 12:34:44 -06:00
Lucas Wilkinson
aeb37c2a72
[CI/Build] Per file CUDA Archs (improve wheel size and dev build times) ( #8845 )
2024-10-03 22:55:25 -04:00
