783921d889
[Perf] Optimize Vectorization Utils for Int 8 Quantization Kernels ( #20331 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-07-04 15:06:24 +08:00
9e5552aa13
[NVIDIA] Support Cutlass w8a8 FP8 for Blackwell Geforce GPUs (sm120) ( #17280 )
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Signed-off-by: kaln27 <liaojuncheng123@foxmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-07-02 06:47:19 -06:00
3be8d312a2
[Kernel][Bugfix] Fixup some warnings in nvfp4_blockwise_moe when CUDA < 12.8 ( #20324 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-07-01 18:05:47 -07:00
9290de5667
remove unused variables in marlin_template.h ( #20236 )
2025-07-02 00:51:52 +00:00
e8c3bd2cd1
[Bugfix] Fix some narrowing conversion warnings ( #20141 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-06-27 09:01:28 -07:00
44d2e6af63
[Bugfix] Build moe_data for both sm100 and sm90 ( #20086 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-06-26 20:50:12 -07:00
2d7779f888
[Perf] SM100 FP8 GEMM Optimizations after cutlass_profiler ( #20071 )
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Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
2025-06-26 20:50:09 -07:00
dec66d253b
[Kernel] GGUF MMVQ kernel for multiple input vectors ( #18754 )
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Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
2025-06-16 17:33:26 +08:00
c6703d1e0d
[MISC] Remove unused variableds in C++ ( #19609 )
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Signed-off-by: Lu Fang <lufang@fb.com>
2025-06-15 20:05:28 -07:00
e13945f9dd
[Perf] Further tunings for SM100 FP8 CUTLASS kernel ( #19566 )
2025-06-14 17:25:10 -07:00
294fc1e2c9
[Hardware][NVIDIA][kernel] Fp4 MOE quant kernel optimization ( #19500 )
2025-06-14 09:34:28 -07:00
b6efafd9e4
[Perf] Vectorize static / dynamic INT8 quant kernels ( #19233 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-06-12 06:51:41 -07:00
2f1c19b245
[CI] change spell checker from codespell to typos ( #18711 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
2025-06-11 19:57:10 -07:00
84166fee97
[Kernel] Integrate CUTLASS MoE kernel with PPLX ( #18762 )
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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
61059bee40
[Hardware][NVIDIA] FP4 MoE kernel optimization ( #19110 )
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Signed-off-by: Chiyue Wei <chiyuew@nvidia.com>
Co-authored-by: Chiyue Wei <chiyuew@nvidia.com>
2025-06-05 09:48:26 -07:00
53a5a0ce30
[Perf] Tunings for SM100 FP8 CUTLASS kernel ( #18778 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-06-04 10:46:28 -07:00
5f2cd251d2
Sm100 blockwise fp8 swap ab ( #18564 )
2025-06-04 07:48:45 -07:00
e31446b6c8
[Perf] Tune `scaled_fp8_quant` by increasing vectorization ( #18844 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-06-03 13:48:25 -07:00
02f0c7b220
[Misc] Add SPDX-FileCopyrightText ( #19100 )
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Signed-off-by: simon-mo <simon.mo@hey.com>
2025-06-03 11:20:17 -07:00
6e588da0f4
[Build/CI] Fix CUDA 11.8 build ( #17679 )
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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
e73b7dfd69
[Bugfix] fix `an illegal memory access was encountered` of marlin kernel + act_order ( #18245 )
2025-05-16 16:02:44 -07:00
e23564cb70
use ceil_div in cutlass block scaling shape check ( #17918 )
2025-05-16 03:02:58 -07:00
7b2f28deba
[AMD][torch.compile] Enable silu+fp8_quant fusion for rocm ( #18082 )
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Signed-off-by: charlifu <charlifu@amd.com>
2025-05-13 22:13:56 -07:00
e57e4d6e9e
Fix Broken macro for cutlass moe ( #18049 )
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Signed-off-by: drisspg <drisspguessous@gmail.com>
2025-05-12 23:31:06 -07:00
d8487ef557
[ROCm]: Fix build from source failure with gcc14 and ROCm 6.3 ( #13779 )
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Signed-off-by: Arjun Kathuria <arjun.kathuria8@gmail.com>
2025-05-12 20:36:33 -07:00
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
0c0fdae84f
[Hardware/NVIDIA/Kernel] Enable nvidia/DeepSeek-R1-FP4 Model ( #16362 )
2025-05-09 16:24:41 -07:00
376786fac1
Add cutlass support for blackwell fp8 blockwise gemm ( #14383 )
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Signed-off-by: Shu Wang <shuw@nvidia.com>
2025-05-08 15:09:55 -07:00
f50dcb7c21
[Easy] Eliminate c10::optional usage in vllm/csrc ( #17819 )
2025-05-08 03:05:10 -07:00
1a45a61387
[Kernel] GGUF MoeVec kernel ( #16780 )
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Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
2025-05-06 23:07:23 -07:00
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
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
460a2b1100
[torch.compile] Add torch inductor pass for fusing silu_and_mul with subsequent scaled_fp8_quant operations ( #10867 )
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-05-01 07:59:28 -07:00
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
d6da8a8ff2
[Bugfix] Fix `numel()` downcast in fused_layernorm_dynamic_per_token_quant.cu ( #17316 )
2025-04-28 19:23:18 -07:00
c12df53b60
[Bugfix] Fix cutlass dispatch for fp8/int8 to properly invoke M<=16 c… ( #16751 )
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Signed-off-by: Ther-LF <2639852836@qq.com>
2025-04-27 19:38:42 -07:00
ed7a29d9f8
[NVIDIA] Support Cutlass MLA for Blackwell GPUs ( #16032 )
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Signed-off-by: kaixih <kaixih@nvidia.com>
2025-04-27 06:29:21 -07:00
7b8a2ab76f
[Kernel] Add expert_map support to Cutlass FP8 MOE ( #16861 )
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Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>
2025-04-21 20:44:32 -07:00
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
9351f91be9
[BugFix][ROCm] Fix GGUF MoE Dispatch Block_Dim for ROCm ( #16247 )
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Signed-off-by: Tianyuan Wu <Tianyuan.Wu@amd.com>
2025-04-08 05:10:26 -07:00
2fa66ef713
[Bugfix] fix use_atomic_add support of marlin kernel when using v1 engine ( #15946 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
2025-04-05 20:04:22 -07:00
230b131b54
[Bugfix][kernels] Fix half2float conversion in gguf kernels ( #15995 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-04-04 09:38:58 -07:00
90969fb39a
[Kernel] Add more dtype support for GGUF dequantization ( #15879 )
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Signed-off-by: lukas.bluebaum <lukas.bluebaum@aleph-alpha.com>
2025-04-02 01:58:48 -07:00
e85829450d
[Feature][ROCm]Enable fusion pass for torch.compile on ROCm ( #15050 )
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Signed-off-by: charlifu <charlifu@amd.com>
2025-03-31 04:42:18 -07:00
9239bf718e
[Kernel] CUTLASS grouped gemm fp8 MoE kernel ( #13972 )
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Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
2025-03-27 00:54:44 +00:00
a608160027
[Kernel] Fix conflicting macro names for gguf kernels ( #15456 )
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Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
2025-03-25 13:50:49 +00:00
051da7efe3
Fix CUDA kernel index data type in vllm/csrc/quantization/gptq_marlin/awq_marlin_repack.cu +10 ( #15160 )
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Signed-off-by: Lu Fang <lufang@fb.com>
Co-authored-by: Richard Barnes <rbarnes@meta.com>
2025-03-25 15:36:45 +08:00
6b3cc75be0
[Kernel] allow non-contiguous input for marlin kernel ( #14658 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
2025-03-24 09:21:33 -04:00
d3ccbd6350
Fix CUDA kernel index data type in vllm/csrc/quantization/fused_kernels/layernorm_utils.cuh +10 ( #15159 )
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Signed-off-by: Lu Fang <lufang@fb.com>
Co-authored-by: Richard Barnes <rbarnes@meta.com>
2025-03-21 10:01:11 +08:00
8c0d15d5c5
[Misc][Easy] Annotate unused vars in the csrc files ( #14798 )
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Signed-off-by: Lu Fang <lufang@fb.com>
2025-03-15 12:40:09 +08:00
Wentao Ye
Joonchen Liau
Tyler Michael Smith
周周周
Michael Goin
Ilya Markov
Szymon Ożóg
Lu Fang
jiahanc
Ning Xie
ElizaWszola
Chiyue Wei
Lain
Simon Mo
Jinzhen Lin
Lain
Charlie Fu
Driss Guessous
Arjun Kathuria
Pavani Majety
Shu Wang
Sage Moore
Harry Mellor
Richard Barnes
TherLF
Kaixi Hou
Varun Sundar Rabindranath
TY-AMD
Isotr0py
LukasBluebaum