Commits · a99300bda69edba0082a9038143ecd66de4d078b · OpenDAS / vllm_cscc

28 Aug, 2025 1 commit

[NVIDIA] Support SiluMul + NVFP4 quant fusion (#23671) · 16a45b3a

elvischenv authored Aug 29, 2025


Signed-off-by: jindih <jindih@nvidia.com>
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: jindih <jindih@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedic <lgovedic@redhat.com>

16a45b3a

24 Aug, 2025 1 commit
- [kernel] Support W4A8 on Hopper (#23198) · e76e2335
  czhu-cohere authored Aug 24, 2025
```
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
```
  e76e2335
21 Aug, 2025 1 commit
- Make sure that vectorize_with_alignment produced vectorized global loads (#23182) · 044931f9
  Elvir Crnčević authored Aug 21, 2025
  
  044931f9
20 Aug, 2025 2 commits
- [Kernel/Quant] Remove the original marlin format and qqq (#23204) · 0cdbf5e6
  Michael Goin authored Aug 20, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  0cdbf5e6
- [Kernel] CUTLASS MoE FP8: Integrate cuda moe permute/unpermute (#23045) · b17109be
  shixianc authored Aug 20, 2025
```
Signed-off-by: Shixian Cui <shixian@amazon.com>
```
  b17109be
18 Aug, 2025 1 commit
- [Bugfix][CI] Machete kernels: deterministic ordering for more cache hits (#23055) · b2fd0b81
  Andy Lo authored Aug 18, 2025
```
Signed-off-by: Andy Lo <andy@mistral.ai>
```
  b2fd0b81
16 Aug, 2025 1 commit

[Kernel/Quant] Remove AQLM (#22943) · 4fc722ec

Michael Goin authored Aug 16, 2025


Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

4fc722ec

15 Aug, 2025 1 commit
- [Fix] enable swap_ab for pplx problem size computation (#22991) · 7f89ed24
  shixianc authored Aug 15, 2025
```
Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
```
  7f89ed24
14 Aug, 2025 1 commit

[Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel (#22428) · 33c63e95

Jinzhen Lin authored Aug 15, 2025


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33c63e95

08 Aug, 2025 1 commit
- [Kernel] Add support for block FP8 on SM120 (NVIDIA 5090 and RTX PRO 6000) (#22131) · 3303f134
  Junhao Li authored Aug 07, 2025
```
Signed-off-by: Junhao Li <junhao@ubicloud.com>
```
  3303f134
05 Aug, 2025 1 commit
- [Feature] Non-contiguous Support for FP8 Quantization (#21961) · 4771df7b
  Wentao Ye authored Aug 05, 2025
```
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
```
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
```
  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
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  1b0a1555
- [Docs] Switch to better markdown linting pre-commit hook (#21851) · ba5c5e54
  Harry Mellor authored Jul 30, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  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
```
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
```
  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
```
Signed-off-by: Faqin Zhong <faqin.zhong@gmail.com>
Co-authored-by: Duncan Moss <djm.moss@gmail.com>
```
  c6c9122d
26 Jul, 2025 1 commit
- [Perf] Cuda Kernel for Int8 Per Token Group Quant (#21476) · 75d29cf4
  Wentao Ye authored Jul 25, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  75d29cf4
25 Jul, 2025 1 commit
- [Kernel] Improve machete memory bound perf (#21556) · 136d750f
  czhu-cohere authored Jul 25, 2025
```
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
```
  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
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  e8cb0d04
- [Bugfix][ROCm] Fix for warp_size uses on host (#21205) · 90eeea8f
  Gregory Shtrasberg authored Jul 24, 2025
```
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
```
  90eeea8f
22 Jul, 2025 3 commits

[Perf] Cuda Kernel for Per Token Group Quant (#21083) · 774d0c01
Wentao Ye authored Jul 22, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
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
```
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
```
Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
```
  5780121c
16 Jul, 2025 1 commit
- support rms_norm_dynamic_per_token_quant · 91feb245
  zhuwenwen authored Jul 16, 2025
  
  91feb245
11 Jul, 2025 2 commits
- [Kernel] Basic tuned configs for NVFP4 CUTLASS dense GEMM (#20646) · d47661f0
  Michael Goin authored Jul 12, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  d47661f0
- [fix]: disable cutlass block scaled group gemm for EP (#20781) · 5923ab95
  Duncan Moss authored Jul 10, 2025
```
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
```
  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
```
Signed-off-by: Ming Yang <yming@meta.com>
```
  c438183e
06 Jul, 2025 1 commit
- [BugFix] Fix: ImportError when building on hopper systems (#20513) · 40b86aa0
  Lucas Wilkinson authored Jul 06, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  40b86aa0
04 Jul, 2025 2 commits
- [feat]: CUTLASS block scaled group gemm for SM100 (#19757) · 3d184b95
  Duncan Moss authored Jul 04, 2025
```
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Duncan Moss <dmoss@nvidia.com>
```
  3d184b95
- [Perf] Optimize Vectorization Utils for Int 8 Quantization Kernels (#20331) · 783921d8
  Wentao Ye authored Jul 04, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  783921d8
02 Jul, 2025 3 commits
- [NVIDIA] Support Cutlass w8a8 FP8 for Blackwell Geforce GPUs (sm120) (#17280) · 9e5552aa
  Joonchen Liau authored Jul 02, 2025
```
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
```
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
```
  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
```
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
```
  e8c3bd2c
- [Bugfix] Build moe_data for both sm100 and sm90 (#20086) · 44d2e6af
  Michael Goin authored Jun 27, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  44d2e6af
- [Perf] SM100 FP8 GEMM Optimizations after cutlass_profiler (#20071) · 2d7779f8
  Ilya Markov authored Jun 27, 2025
```
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
```
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
```
  dec66d25
- [MISC] Remove unused variableds in C++ (#19609) · c6703d1e
  Lu Fang authored Jun 16, 2025
```
Signed-off-by: Lu Fang <lufang@fb.com>
```
  c6703d1e
15 Jun, 2025 1 commit
- [Perf] Further tunings for SM100 FP8 CUTLASS kernel (#19566) · e13945f9
  Ilya Markov authored Jun 15, 2025
  
  e13945f9