Commits · 0491ba8976bc9812ea53efecb8eeef9fac28a35e · OpenDAS / vllm_cscc · GitLab

26 Feb, 2026 1 commit
- support torch2.9 · 0491ba89
  zhuwenwen authored Feb 26, 2026
  
  0491ba89
18 Nov, 2025 1 commit
- deepseekv2-w4a8支持custom-rms-quant融合 · 3e6729e0
  wujl5 authored Nov 18, 2025
  
  3e6729e0
23 Sep, 2025 1 commit
- add convert_vertical_slash_indexes and convert_vertical_slash_indexes_mergehead · 5086453d
  zhuwenwen authored Sep 23, 2025
  
  5086453d
10 Sep, 2025 1 commit
- add rocm merge_attn_states · f6324f60
  zhuwenwen authored Sep 10, 2025
  
  f6324f60
11 Aug, 2025 1 commit
- update act_and_mul opt · e04730ac
  zhuwenwen authored Aug 11, 2025
  
  e04730ac
16 Jul, 2025 1 commit
- support rms_norm_dynamic_per_token_quant · 91feb245
  zhuwenwen authored Jul 16, 2025
  
  91feb245
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 1 commit
- [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
27 Jun, 2025 2 commits
- update cutlass fa and pa · 4ddb5447
  zhuwenwen authored Jun 27, 2025
  
  4ddb5447
- [Feature] add quick all reduce (#19744) · 0740e29b
  li haoyang authored Jun 27, 2025
```
Signed-off-by: ilmarkov <imarkov@redhat.com>
Signed-off-by: Haoyang Li <Haoyang.Li@amd.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
```
  0740e29b
21 Jun, 2025 1 commit
- skip silu_and_mul_quant · d6a856f5
  zhuwenwen authored Jun 21, 2025
  
  d6a856f5
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
```
Signed-off-by: Chiyue Wei <chiyuew@nvidia.com>
Co-authored-by: Chiyue Wei <chiyuew@nvidia.com>
```
  61059bee
04 Jun, 2025 1 commit
- [KERNEL] Sampler. CUDA kernel for applying repetition penalty (#18437) · 5d6d1adf
  Vadim Gimpelson authored Jun 04, 2025
  
  5d6d1adf
27 May, 2025 1 commit

feat(rocm-support): support mamba2 on rocm (#18565) · a547aeb8

almersawi authored May 27, 2025


Signed-off-by: Islam Almersawi <islam.almersawi@openinnovation.ai>
Co-authored-by: Islam Almersawi <islam.almersawi@openinnovation.ai>

a547aeb8

13 May, 2025 1 commit
- Implements dual-chunk-flash-attn backend for dual chunk attention with sparse... · 60f76243
  Tao He authored May 13, 2025
```
Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support (#11844)
```
  60f76243
11 May, 2025 1 commit
- [Kernel] fp4 marlin kernel (#17687) · d74e5f37
  Jinzhen Lin authored May 11, 2025
```
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
```
  d74e5f37
09 May, 2025 1 commit
- [Hardware/NVIDIA/Kernel] Enable nvidia/DeepSeek-R1-FP4 Model (#16362) · 0c0fdae8
  Pavani Majety authored May 09, 2025
  
  0c0fdae8
07 May, 2025 2 commits

Make key optional for rotary embedding (#17566) · 98c89e16
Yong Hoon Shin authored May 07, 2025
```
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
```
98c89e16

[Kernel] GGUF MoeVec kernel (#16780) · 1a45a613

Szymon Ożóg authored May 07, 2025


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>

1a45a613

05 May, 2025 1 commit
- [Kernel] some optimizations for dense marlin and moe marlin (#16850) · 1d0c9d6b
  Jinzhen Lin authored May 06, 2025
```
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
```
  1d0c9d6b
01 May, 2025 1 commit

[torch.compile] Add torch inductor pass for fusing silu_and_mul with... · 460a2b11

Sage Moore authored May 01, 2025


[torch.compile] Add torch inductor pass for fusing silu_and_mul with subsequent scaled_fp8_quant operations (#10867)
Signed-off-by: Sage Moore <sage@neuralmagic.com>

460a2b11

29 Apr, 2025 1 commit
- [Misc][ROCm] Exclude `cutlass_mla_decode` for ROCm build (#17289) · 06ffc7e1
  TY-AMD authored Apr 30, 2025
```
Signed-off-by: Tianyuan Wu <Tianyuan.Wu@amd.com>
```
  06ffc7e1
27 Apr, 2025 1 commit
- [NVIDIA] Support Cutlass MLA for Blackwell GPUs (#16032) · ed7a29d9
  Kaixi Hou authored Apr 27, 2025
```
Signed-off-by: kaixih <kaixih@nvidia.com>
```
  ed7a29d9
11 Apr, 2025 1 commit
- [Kernel] support merge_attn_states CUDA kernel, 3x speedup (#16173) · e9528f6d
  DefTruth authored Apr 11, 2025
```
Signed-off-by: DefTruth <qiustudent_r@163.com>
```
  e9528f6d
02 Apr, 2025 1 commit
- [Kernel] Add more dtype support for GGUF dequantization (#15879) · 90969fb3
  LukasBluebaum authored Apr 02, 2025
```
Signed-off-by: lukas.bluebaum <lukas.bluebaum@aleph-alpha.com>
```
  90969fb3
01 Apr, 2025 1 commit
- [Distributed] Add custom allreduce support for ROCM (#14125) · b7b7676d
  Ilya Markov authored Apr 01, 2025
```
Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
```
  b7b7676d
31 Mar, 2025 2 commits
- [V1] Fully Transparent Implementation of CPU Offloading (#15354) · 555aa219
  youkaichao authored Mar 31, 2025
```
Signed-off-by: youkaichao <youkaichao@gmail.com>
```
  555aa219
- skip fp8 kernels and paged_attention_rocm · 52675626
  zhuwenwen authored Mar 31, 2025
  
  52675626
27 Mar, 2025 1 commit

[Kernel] CUTLASS grouped gemm fp8 MoE kernel (#13972) · 9239bf71

ElizaWszola authored Mar 27, 2025


Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>

9239bf71

14 Mar, 2025 1 commit
- [Bugfix][W8A8] fixed cutlass block fp8 binding (#14796) · 40253bab
  DefTruth authored Mar 14, 2025
  
  40253bab
12 Mar, 2025 2 commits
- [Kernel] Add ModelOpt FP4 Checkpoint Support (#12520) · debd6bbf
  Pavani Majety authored Mar 11, 2025
```
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
```
  debd6bbf
- [Kernel] GGUF MoE kernel (#14613) · e22ee1e7
  Szymon Ożóg authored Mar 12, 2025
```
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
```
  e22ee1e7
07 Mar, 2025 1 commit
- [Kernel] optimize performance of gptq marlin kernel when n is small (#14138) · d0feea31
  Jinzhen Lin authored Mar 08, 2025
```
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
```
  d0feea31
06 Mar, 2025 1 commit
- [Kernel] Add needs_fixed_stride_order tag to most GEMMs (#14306) · 99b0915d
  Tyler Michael Smith authored Mar 06, 2025
```
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
```
  99b0915d
01 Mar, 2025 1 commit
- [Misc][Kernel]: Add GPTQAllSpark Quantization (#12931) · 6a92ff93
  YajieWang authored Mar 01, 2025
  
  6a92ff93
26 Feb, 2025 1 commit
- 解决cudagraph计算错误的问题 · d365012a
  zhangshao authored Feb 26, 2025
  
  d365012a
22 Feb, 2025 1 commit
- [NVIDIA] Support nvfp4 cutlass gemm (#13571) · e109e598
  Kaixi Hou authored Feb 22, 2025
  
  e109e598
21 Feb, 2025 1 commit

[Attention] MLA with chunked prefill (#12639) · 288cc6c2

Lucas Wilkinson authored Feb 21, 2025


Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Patrick Horn <patrick.horn@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

288cc6c2

15 Feb, 2025 1 commit
- [Bugfix][AMD] Update torch_bindings so that scaled_fp4_quant isn't build on ROCm (#13235) · c9f9d5b3
  Sage Moore authored Feb 14, 2025
  
  c9f9d5b3