Commits · 4771df7b2bd1ed06fbdc564c98e1b86efaff69b3 · OpenDAS / vllm_cscc · GitLab

05 Aug, 2025 1 commit
- [Feature] Non-contiguous Support for FP8 Quantization (#21961) · 4771df7b
  Wentao Ye authored Aug 05, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  4771df7b
03 Aug, 2025 1 commit
- Support CUTLASS NVFP4 (w4a4) for Blackwell Geforce GPUs (SM120) (#21309) · 789562c2
  Roberto L. Castro authored Aug 03, 2025
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Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
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  789562c2
30 Jul, 2025 2 commits
- [Perf] Using `__nv_fp8_e4m3` instead of `c10::e4m3` for `per_token_group_quant` (#21867) · 1b0a1555
  Wentao Ye authored Jul 29, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  1b0a1555
- [Docs] Switch to better markdown linting pre-commit hook (#21851) · ba5c5e54
  Harry Mellor authored Jul 30, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  ba5c5e54
29 Jul, 2025 1 commit
- [AMD][CI/Build][Bugfix] Guarding CUDA specific functions by ifndef ROCM (#21766) · 12a223ef
  Gregory Shtrasberg authored Jul 28, 2025
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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  12a223ef
28 Jul, 2025 1 commit
- [Kernel] SM90 CUTLASS FP8 GEMM: add support for swap AB + kernel tuning (#20396) · c6c9122d
  lyrisz authored Jul 28, 2025
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Signed-off-by: Faqin Zhong <faqin.zhong@gmail.com>
Co-authored-by: Duncan Moss <djm.moss@gmail.com>
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  c6c9122d
26 Jul, 2025 1 commit
- [Perf] Cuda Kernel for Int8 Per Token Group Quant (#21476) · 75d29cf4
  Wentao Ye authored Jul 25, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  75d29cf4
25 Jul, 2025 1 commit
- [Kernel] Improve machete memory bound perf (#21556) · 136d750f
  czhu-cohere authored Jul 25, 2025
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Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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  136d750f
24 Jul, 2025 2 commits
- [Bug] Fix Compressed Tensor NVFP4 `cutlass_fp4_group_mm` illegal memory access (#21465) · e8cb0d04
  Wentao Ye authored Jul 24, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  e8cb0d04
- [Bugfix][ROCm] Fix for warp_size uses on host (#21205) · 90eeea8f
  Gregory Shtrasberg authored Jul 24, 2025
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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  90eeea8f
22 Jul, 2025 3 commits

[Perf] Cuda Kernel for Per Token Group Quant (#21083) · 774d0c01
Wentao Ye authored Jul 22, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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774d0c01

[feat]: add SM100 support for cutlass FP8 groupGEMM (#20447) · 2c8db17c

Duncan Moss authored Jul 22, 2025


Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

2c8db17c

[perf] Add fused MLA QKV + strided layernorm (#21116) · 4fb56914
Mickaël Seznec authored Jul 22, 2025
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Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
4fb56914

18 Jul, 2025 1 commit
- [Perf] Add swap_ab to SM90 FP8 non-block CUTLASS moe grouped gemm (#20911) · 5780121c
  shixianc authored Jul 17, 2025
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Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
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  5780121c
11 Jul, 2025 2 commits
- [Kernel] Basic tuned configs for NVFP4 CUTLASS dense GEMM (#20646) · d47661f0
  Michael Goin authored Jul 12, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  d47661f0
- [fix]: disable cutlass block scaled group gemm for EP (#20781) · 5923ab95
  Duncan Moss authored Jul 10, 2025
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Signed-off-by: Duncan Moss <djm.moss@gmail.com>
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  5923ab95
08 Jul, 2025 1 commit
- [Bugfix] Fix topk_ids indices_type for CUTLASS w8a8 FP8 MoE (#20166) · c438183e
  Ming Yang authored Jul 08, 2025
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Signed-off-by: Ming Yang <yming@meta.com>
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  c438183e
06 Jul, 2025 1 commit
- [BugFix] Fix: ImportError when building on hopper systems (#20513) · 40b86aa0
  Lucas Wilkinson authored Jul 06, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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  40b86aa0
04 Jul, 2025 2 commits
- [feat]: CUTLASS block scaled group gemm for SM100 (#19757) · 3d184b95
  Duncan Moss authored Jul 04, 2025
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Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Duncan Moss <dmoss@nvidia.com>
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  3d184b95
- [Perf] Optimize Vectorization Utils for Int 8 Quantization Kernels (#20331) · 783921d8
  Wentao Ye authored Jul 04, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  783921d8
02 Jul, 2025 3 commits
- [NVIDIA] Support Cutlass w8a8 FP8 for Blackwell Geforce GPUs (sm120) (#17280) · 9e5552aa
  Joonchen Liau authored Jul 02, 2025
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Signed-off-by: kaln27 <liaojuncheng123@foxmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  9e5552aa
- [Kernel][Bugfix] Fixup some warnings in nvfp4_blockwise_moe when CUDA < 12.8 (#20324) · 3be8d312
  Tyler Michael Smith authored Jul 01, 2025
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
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  3be8d312
- remove unused variables in marlin_template.h (#20236) · 9290de56
  周周周 authored Jul 02, 2025
  
  9290de56
27 Jun, 2025 3 commits
- [Bugfix] Fix some narrowing conversion warnings (#20141) · e8c3bd2c
  Tyler Michael Smith authored Jun 27, 2025
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
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  e8c3bd2c
- [Bugfix] Build moe_data for both sm100 and sm90 (#20086) · 44d2e6af
  Michael Goin authored Jun 27, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  44d2e6af
- [Perf] SM100 FP8 GEMM Optimizations after cutlass_profiler (#20071) · 2d7779f8
  Ilya Markov authored Jun 27, 2025
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Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
```
  2d7779f8
16 Jun, 2025 2 commits
- [Kernel] GGUF MMVQ kernel for multiple input vectors (#18754) · dec66d25
  Szymon Ożóg authored Jun 16, 2025
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Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
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  dec66d25
- [MISC] Remove unused variableds in C++ (#19609) · c6703d1e
  Lu Fang authored Jun 16, 2025
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Signed-off-by: Lu Fang <lufang@fb.com>
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  c6703d1e
15 Jun, 2025 1 commit
- [Perf] Further tunings for SM100 FP8 CUTLASS kernel (#19566) · e13945f9
  Ilya Markov authored Jun 15, 2025
  
  e13945f9
14 Jun, 2025 1 commit
- [Hardware][NVIDIA][kernel] Fp4 MOE quant kernel optimization (#19500) · 294fc1e2
  jiahanc authored Jun 14, 2025
  
  294fc1e2
12 Jun, 2025 2 commits
- [Perf] Vectorize static / dynamic INT8 quant kernels (#19233) · b6efafd9
  Wentao Ye authored Jun 12, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  b6efafd9
- [CI] change spell checker from codespell to typos (#18711) · 2f1c19b2
  Ning Xie authored Jun 12, 2025
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
```
  2f1c19b2
07 Jun, 2025 1 commit

[Kernel] Integrate CUTLASS MoE kernel with PPLX (#18762) · 84166fee

ElizaWszola authored Jun 07, 2025


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>

84166fee

05 Jun, 2025 1 commit
- [Hardware][NVIDIA] FP4 MoE kernel optimization (#19110) · 61059bee
  Chiyue Wei authored Jun 05, 2025
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Signed-off-by: Chiyue Wei <chiyuew@nvidia.com>
Co-authored-by: Chiyue Wei <chiyuew@nvidia.com>
```
  61059bee
04 Jun, 2025 2 commits
- [Perf] Tunings for SM100 FP8 CUTLASS kernel (#18778) · 53a5a0ce
  Michael Goin authored Jun 04, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  53a5a0ce
- Sm100 blockwise fp8 swap ab (#18564) · 5f2cd251
  Lain authored Jun 04, 2025
  
  5f2cd251
03 Jun, 2025 2 commits
- [Perf] Tune `scaled_fp8_quant` by increasing vectorization (#18844) · e31446b6
  Michael Goin authored Jun 03, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  e31446b6
- [Misc] Add SPDX-FileCopyrightText (#19100) · 02f0c7b2
  Simon Mo authored Jun 03, 2025
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Signed-off-by: simon-mo <simon.mo@hey.com>
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  02f0c7b2
22 May, 2025 1 commit

[Build/CI] Fix CUDA 11.8 build (#17679) · 6e588da0

Tyler Michael Smith authored May 22, 2025


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>

6e588da0

16 May, 2025 1 commit
- [Bugfix] fix `an illegal memory access was encountered` of marlin kernel + act_order (#18245) · e73b7dfd
  Jinzhen Lin authored May 17, 2025
  
  e73b7dfd