Commits · e7096898da03309731220d03589bf46bdd7483f3 · OpenDAS / vllm_cscc

02 Mar, 2026 1 commit
- Dsa supported. · e7096898
  liuchy5 authored Mar 02, 2026
  
  e7096898
05 Feb, 2026 1 commit
- sync v0.15.1 (ex tests&vllm) · 86a65417
  zhuwenwen authored Feb 05, 2026
  
  86a65417
22 Jan, 2026 1 commit
- OffloadingConnector: Support kernel_block_size != block_size (#30692) · 421012b6
  Or Ozeri authored Jan 22, 2026
```
Signed-off-by: Or Ozeri <oro@il.ibm.com>
```
  421012b6
21 Jan, 2026 1 commit
- skip concat_and_cache_mla_rope_fused · 7f7894c0
  zhuwenwen authored Jan 21, 2026
  
  7f7894c0
10 Jan, 2026 1 commit

Fuse RoPE and MLA KV-cache write (#25774) · 80fead8b

PatrykSaffer authored Jan 10, 2026


Signed-off-by: Patryk Saffer <patryk.saffer99@gmail.com>
Signed-off-by: PatrykSaffer <patryk.saffer@mistral.ai>
Co-authored-by: Patryk Saffer <patryk.saffer99@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

80fead8b

06 Jan, 2026 1 commit
- add indexer_k_cache_kernel · 4ec64732
  zhuwenwen authored Jan 06, 2026
  
  4ec64732
24 Dec, 2025 1 commit
- [Misc] Remove unused custom ops `copy_blocks` and `copy_blocks_mla` (#30967) · 4ed11105
  rongfu.leng authored Dec 24, 2025
```
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
```
  4ed11105
12 Dec, 2025 1 commit
- [Attention] Use sparse prefill kernel for fp8 kv-cache in DeepSeek-v3.2 (#27532) · 3e41992f
  Lucas Wilkinson authored Dec 12, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  3e41992f
25 Nov, 2025 1 commit

[Perf][Deepseek] optimize gather_and_maybe_dequant_cache kernel's perf for... · 77e10c9c

Pleaplusone authored Nov 25, 2025


[Perf][Deepseek] optimize gather_and_maybe_dequant_cache kernel's perf for extremely long sequence (#28029)
Signed-off-by: ganyi <ygan@amd.com>

77e10c9c

08 Oct, 2025 1 commit

Add gather_indexer_k_quant_cache kernel (#25931) · 127c8b78

Barry Kang authored Oct 08, 2025


Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Simon Mo <simon.mo@hey.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>

127c8b78

01 Oct, 2025 1 commit

[New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) · b3230e1a

Yongye Zhu authored Sep 30, 2025


Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: simon-mo <simon.mo@hey.com>

b3230e1a

30 Sep, 2025 1 commit

[New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) · fa7e254a

Yongye Zhu authored Sep 30, 2025


Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>

fa7e254a

06 Sep, 2025 1 commit

[Feature] Support Decode Context Parallel (DCP) for MLA (#23734) · ac201a0e

yzds authored Sep 06, 2025


Signed-off-by: hongchao <hongchao@msh.team>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: hongchao <hongchao@msh.team>
Co-authored-by: youkaichao <youkaichao@gmail.com>

ac201a0e

28 Aug, 2025 1 commit
- [Kernel] cuda kernels for upcoming decode context parallel feature (#23791) · 186aced5
  yzds authored Aug 28, 2025
```
Co-authored-by: hongchao <hongchao@msh.team>
```
  186aced5
22 Aug, 2025 1 commit
- [Kernel] Add FP8 support with FlashMLA backend (#22668) · 19fe1a05
  Matthew Bonanni authored Aug 21, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
```
  19fe1a05
27 Jun, 2025 1 commit
- update cutlass fa and pa · 4ddb5447
  zhuwenwen authored Jun 27, 2025
  
  4ddb5447
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

05 Feb, 2025 1 commit

[Perf] Mem align KV caches for CUDA devices (MLA perf improvement) (#12676) · 75e94309

Lucas Wilkinson authored Feb 04, 2025


Signed-off-by: simon-mo <xmo@berkeley.edu>
Signed-off-by: Lucas Wilkinson <lcwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>

75e94309

31 Jan, 2025 1 commit

[Attention] MLA decode optimizations (#12528) · cabaf4ef

Lucas Wilkinson authored Jan 31, 2025


Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: simon-mo <simon.mo@hey.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>

cabaf4ef

23 Jan, 2025 1 commit

[FP8][Kernel] Dynamic kv cache scaling factors computation (#11906) · e97f802b

Gregory Shtrasberg authored Jan 23, 2025


Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>

e97f802b

24 Oct, 2024 1 commit
- 增加medusa并行解码功能,后续增加使用说明和测试文档 · 19bc93d9
  王敏 authored Oct 24, 2024
  
  19bc93d9
24 Jul, 2024 1 commit
- Add fp8 support to `reshape_and_cache_flash` (#6667) · 0e63494c
  Antoni Baum authored Jul 24, 2024
  
  0e63494c
16 Jul, 2024 1 commit
- [Kernel][Attention] Separate `Attention.kv_scale` into `k_scale` and `v_scale` (#6081) · 978aed53
  Michael Goin authored Jul 16, 2024
  
  978aed53
09 Jun, 2024 1 commit
- [Kernel][Misc] Use TORCH_LIBRARY instead of PYBIND11_MODULE for custom ops (#5047) · 5467ac31
  bnellnm authored Jun 09, 2024
  
  5467ac31
22 May, 2024 1 commit
- [CI/Build] Enforce style for C++ and CUDA code with `clang-format` (#4722) · 5f6d10c1
  Michael Goin authored May 22, 2024
  
  5f6d10c1
10 May, 2024 1 commit
- [Kernel] Refactor FP8 kv-cache with NVIDIA float8_e4m3 support (#4535) · c8331017
  Cody Yu authored May 09, 2024
  
  c8331017
08 May, 2024 1 commit
- [Core][Optimization] change python dict to pytorch tensor for blocks to swap (#4659) · 20cfcdec
  youkaichao authored May 08, 2024
  
  20cfcdec
07 May, 2024 1 commit
- [Core][Optimization] change python dict to pytorch tensor (#4607) · 63575bc2
  youkaichao authored May 06, 2024
  
  63575bc2
03 May, 2024 1 commit
- [Kernel] Use flashinfer for decoding (#4353) · 43c413ec
  Lily Liu authored May 03, 2024
```
Co-authored-by: LiuXiaoxuanPKU <llilyliupku@gmail.com>
```
  43c413ec
03 Apr, 2024 1 commit

Enable scaled FP8 (e4m3fn) KV cache on ROCm (AMD GPU) (#3290) · 2ff767b5

Adrian Abeyta authored Apr 03, 2024


Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: HaiShaw <hixiao@gmail.com>
Co-authored-by: AdrianAbeyta <Adrian.Abeyta@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: root <root@gt-pla-u18-08.pla.dcgpu>
Co-authored-by: mawong-amd <156021403+mawong-amd@users.noreply.github.com>
Co-authored-by: ttbachyinsda <ttbachyinsda@outlook.com>
Co-authored-by: guofangze <guofangze@kuaishou.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: jacobthebanana <50071502+jacobthebanana@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>

2ff767b5

26 Feb, 2024 1 commit
- [Minor] Remove gather_cached_kv kernel (#3043) · d6e4a130
  Woosuk Kwon authored Feb 26, 2024
  
  d6e4a130
29 Jan, 2024 1 commit

Support FP8-E5M2 KV Cache (#2279) · 9090bf02

zhaoyang-star authored Jan 29, 2024


Co-authored-by: zhaoyang <zhao.yang16@zte.com.cn>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>

9090bf02

14 Dec, 2023 1 commit
- Avoid multiple redefinition (#1817) · 614856da
  Mingcan Xiang authored Dec 14, 2023
  
  614856da
24 Nov, 2023 1 commit
- [Build] Avoid building too many extensions (#1624) · e0c6f556
  Yanming W authored Nov 23, 2023
  
  e0c6f556
11 Apr, 2023 1 commit
- Memcpy kernel for flash attention (#29) · e3cec88a
  Siyuan (Ryans) Zhuang authored Apr 10, 2023
```
* optimize

* add benchmark

* add assert

* add test
```
  e3cec88a
08 Apr, 2023 1 commit
- Implement block copy kernel to optimize beam search (#32) · 0f40557a
  Woosuk Kwon authored Apr 07, 2023
  
  0f40557a
10 Mar, 2023 1 commit
- Support beam search & parallel generation (#7) · 1a7eb7da
  Woosuk Kwon authored Mar 10, 2023
  
  1a7eb7da
18 Feb, 2023 1 commit
- Add reshape_and_cache op · c413c41c
  Woosuk Kwon authored Feb 18, 2023
  
  c413c41c
16 Feb, 2023 2 commits
- Remove redundant fn · 6d2f74ef
  Woosuk Kwon authored Feb 16, 2023
  
  6d2f74ef
- Implement cache ops · 6f058c7b
  Woosuk Kwon authored Feb 16, 2023
  
  6f058c7b