HAIAI
aee76334d9
[amd_dev] branch rebase ( #25753 )
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2025-09-26 17:14:31 +01:00
Ming Yang
504d914314
[Perf] Add Triton config for DeepSeek V3 FP8 EP32 H200 ( #23504 )
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Signed-off-by: Ming Yang <minos.future@gmail.com>
2025-08-24 18:06:35 -07:00
czhu-cohere
e76e233540
[kernel] Support W4A8 on Hopper ( #23198 )
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Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
2025-08-24 06:18:04 +00:00
elvischenv
24d0c9e6ed
[NVIDIA][torch.compile] Support Flashinfer TRTLLM FP8-q/kv NVFP4-out Attention Kernel ( #22703 )
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Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-08-22 22:09:05 +00:00
Michael Goin
3bbe11cc13
[Perf] Small optimizations for silu_mul_fp8_quant_deep_gemm ( #23265 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-21 17:56:15 -04:00
Pavani Majety
1d353b6352
[Core] Always use tensor cores for Flashinfer Decode Wrapper ( #23214 )
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Signed-off-by: Pavani Majety <pmajety@nvidia.com>
2025-08-21 16:02:11 -04:00
Michael Goin
0cdbf5e61c
[Kernel/Quant] Remove the original marlin format and qqq ( #23204 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-20 15:13:36 -04:00
shixianc
b17109beea
[Kernel] CUTLASS MoE FP8: Integrate cuda moe permute/unpermute ( #23045 )
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Signed-off-by: Shixian Cui <shixian@amazon.com>
2025-08-20 10:35:26 -04:00
Jee Jee Li
4d9c61993a
[Bugfix] Fix benchmark_moe.py ( #23177 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-08-19 13:39:40 +00:00
elvischenv
03752dba8f
[NVIDIA] Support Flashinfer TRTLLM FP8-q/kv/out Attention Kernel ( #21716 )
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2025-08-19 08:22:15 -04:00
Michael Goin
4fc722eca4
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2025-08-16 19:38:21 +00:00
Jee Jee Li
6d3da472bc
[Misc] Add --save-dir option to benchmark_moe ( #23020 )
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33c63e9547
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Jee Jee Li
384a052971
[Misc] benchmark_moe supports expert parallel ( #22251 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-08-11 00:13:27 -07:00
TJian
42172ad18f
[FEAT] [Performance] Add triton mrope to replace the torch code path ( #22375 )
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2025-08-09 11:50:03 -07:00
Syed Muhammad Bin Asif
609b533cb6
[Bugfix] Add proper comparison for package versions ( #22314 )
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2025-08-06 20:31:03 -07:00
elvischenv
83156c7b89
[NVIDIA] Support Flashinfer TRT-LLM Prefill Attention Kernel ( #22095 )
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2025-08-05 02:45:34 -07:00
Wentao Ye
eefbf4a68b
[Perf] Optimize reshape_and_cache_flash CUDA Kernel ( #22036 )
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2025-08-01 19:18:51 -04:00
Jee Jee Li
8d705996df
[Misc] Minor enhancement of benchmark_moe ( #22068 )
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2025-08-02 01:35:30 +08:00
Wentao Ye
3700642013
[Refactor] Remove Duplicate per_block_cast_to_fp8, Remove Dependencies of DeepGEMM ( #21787 )
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2025-08-01 01:13:27 +00:00
Wentao Ye
0271c2ff2f
[Test] Add Benchmark and Unit Test for per_token_group_quant ( #21860 )
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2025-07-30 07:15:02 -07:00
Harry Mellor
ba5c5e5404
[Docs] Switch to better markdown linting pre-commit hook ( #21851 )
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2025-07-29 19:45:08 -07:00
elvischenv
58b11b24a6
[Bugfix] Fix workspace buffer None issue for Flashinfer TRTLLM Backend ( #21525 )
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2025-07-29 10:34:00 -04:00
Caleb_Du
57c22e57f9
Fix CUDA permute/unpermute for use with DeepGemm Moe ( #17934 )
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2025-07-27 07:08:00 -07:00
Wentao Ye
56e544f24b
[Refactor] Remove moe_align_block_size_triton ( #21335 )
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2025-07-26 07:08:29 -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
Yuxuan Zhang
10eb24cc91
GLM-4 Update ( #20736 )
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2025-07-19 22:40:31 +00:00
ElizaWszola
9fb2d22032
[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE ( #20762 )
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2025-07-17 09:56:44 -04:00
Asher
5a7fb3ab9e
[Model] Add ToolParser and MoE Config for Hunyuan A13B ( #20820 )
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2025-07-17 09:10:09 +00:00
Pavani Majety
7bd4c37ae7
[Core] Add Flashinfer TRTLLM Backend for Flashinfer decode path (SM100). ( #19825 )
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2025-07-11 09:23:23 +00:00
Luka Govedič
31d5c1797f
[Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf ( #19830 )
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2025-07-11 04:56:28 +00:00
Wentao Ye
e2de455c34
[Feature] Integrate SM100 DeepGEMM support ( #20087 )
2025-07-10 20:18:05 -07:00
Michael Goin
0bbac1c1b4
[Bench] Add NVFP4 GEMM benchmark script ( #20578 )
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2025-07-09 13:23:48 -04:00
Brayden Zhong
cede942b87
[Benchmark] Add support for multiple batch size benchmark through CLI in benchmark_moe.py ( #20516 )
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2025-07-06 09:20:11 +00:00
Jee Jee Li
1caca5a589
[Misc] Add SPDX-FileCopyrightText ( #20428 )
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2025-07-04 07:40:42 +00:00
bnellnm
c1909e7e8c
[Kernels] MoE refactor ( #19636 )
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2025-07-02 06:08:27 -07:00
czhu-cohere
9909726d2a
Enable ZP Support for Machete ( #20268 )
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Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
2025-07-01 07:12:20 +00:00
Wentao Ye
a6c4b87fbc
Revert "[Feature] Integrate new deepgemm ( #19820 )" ( #20049 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-06-24 19:45:22 -07:00
Wentao Ye
c6e3bba8e6
[Feature] Integrate new deepgemm ( #19820 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-06-24 12:51:56 -07:00
22quinn
4671ac6e2a
[Bugfix][Benchmark] Fix Marlin benchmark ( #19929 )
2025-06-24 07:25:12 +09:00
afeldman-nm
dfada85eee
[Frontend] Expose custom args in OpenAI APIs ( #16862 )
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Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-06-18 17:41:11 -07:00
Wentao Ye
ffb2cd6b54
[Perf] Optimize moe_align_block_size CUDA kernel ( #19572 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-06-17 11:49:26 -07:00
Wentao Ye
3d330c4c09
[Benchmark] Refactor benchmark script for fp8 & int8 ( #19627 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-06-15 15:15:37 +08:00
Wentao Ye
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
Tianyu Guo
4589b94032
[Bugfix] Fix benchmark_moe.py ( #19016 )
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Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
2025-06-09 18:04:36 -07:00
ElizaWszola
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
Benjamin Chislett
3465b87ef8
[Bugfix] Fix EAGLE vocab embedding construction for Llama 70B ( #19033 )
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Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
2025-06-05 19:10:08 -07:00
Chiyue Wei
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
Simon Mo
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
