Commits · 6ebf3137905f1329dfd3f4c5ccf3f87c16f88ddc · OpenDAS / vllm_cscc

16 Jul, 2025 1 commit
- [Nvidia] Integrate SM100 cudnn prefill API to MLA prefill (#20411) · 30800b01
  Elfie Guo authored Jul 15, 2025
```
Signed-off-by: Elfie Guo <elfieg@nvidia.com>
Co-authored-by: Elfie Guo <eflieg@nvidia.com>
```
  30800b01
15 Jul, 2025 1 commit
- SM100 Cutlass MLA decode with unrestricted num_heads (< 128) for DeepSeek TP (#20769) · 8cdc3712
  Alexander Matveev authored Jul 14, 2025
```
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
```
  8cdc3712
14 Jul, 2025 1 commit
- [Misc] Log the reason for falling back to FlexAttention (#20699) · e8cc53af
  Cyrus Leung authored Jul 14, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  e8cc53af
11 Jul, 2025 1 commit
- [Attention] MLA - Flashinfer Ragged Prefill (#20034) · 5b032352
  Alexander Matveev authored Jul 10, 2025
  
  5b032352
06 Jul, 2025 1 commit
- [V1] Support any head size for FlexAttention backend (#20467) · 9fb52e52
  Cyrus Leung authored Jul 07, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  9fb52e52
02 Jul, 2025 1 commit
- [UT][intel GPU] use current_platform instead of device hardcode in v1 tests (#20169) · a0389e05
  Liangliang Ma authored Jul 02, 2025
```
Signed-off-by: Ma, Liangliang <liangliang.ma@intel.com>
```
  a0389e05
01 Jul, 2025 1 commit
- [BugFix][V1][ROCm] Triton MLA uses V0 backend on V1 engine (#19067) · 96453cfa
  TY-AMD authored Jul 01, 2025
```
Signed-off-by: Tianyuan Wu <Tianyuan.Wu@amd.com>
```
  96453cfa
13 Jun, 2025 1 commit
- [CUDA] Enable full cudagraph for FlashMLA (#18581) · 3597b06a
  Luka Govedič authored Jun 13, 2025
```
Signed-off-by: luka <luka@neuralmagic.com>
```
  3597b06a
12 Jun, 2025 1 commit
- [torch.compile][ROCm] Fuse quantization onto attention using a torch.compile pass (#16756) · f98548b9
  Luka Govedič authored Jun 12, 2025
```
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
```
  f98548b9
04 Jun, 2025 1 commit
- [NVIDIA] Add Cutlass MLA backend (#17625) · 41aa5784
  Kaixi Hou authored Jun 04, 2025
  
  41aa5784
03 Jun, 2025 2 commits
- [V1] Support cross-layer KV sharing (#18212) · bdf13965
  Yong Hoon Shin authored Jun 03, 2025
```
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
```
  bdf13965
- [Misc] Add SPDX-FileCopyrightText (#19100) · 02f0c7b2
  Simon Mo authored Jun 03, 2025
```
Signed-off-by: simon-mo <simon.mo@hey.com>
```
  02f0c7b2
28 May, 2025 1 commit
- [BugFix] FA2 MLA Accuracy Issue (#18807) · ce75efee
  Lucas Wilkinson authored May 28, 2025
```
Signed-off-by: LucasWilkinson <lwilkinson@neuralmagic.com>
```
  ce75efee
14 May, 2025 1 commit
- Modularize fused experts and integrate PPLX kernels (#15956) · f9c069c8
  bnellnm authored May 14, 2025
  
  f9c069c8
10 May, 2025 1 commit
- [v1] Pass BlockTable and KVCacheSpec to AttentionMetadataBuilders (#17483) · 950751a9
  Chen Zhang authored May 11, 2025
```
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  950751a9
09 May, 2025 2 commits

[Attention] MLA move rotary embedding to cuda-graph region (#17668) · 5e6f9394
Lucas Wilkinson authored May 08, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
```
5e6f9394

[FEAT][ROCm]: Support AITER MLA on V1 Engine (#17523) · 3c9396a6

vllmellm authored May 09, 2025


Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>

3c9396a6

06 May, 2025 1 commit
- [v1] AttentionMetadata for each layer (#17394) · cba31c47
  Chen Zhang authored May 06, 2025
```
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  cba31c47
04 May, 2025 1 commit
- Add full API docs and improve the UX of navigating them (#17485) · d6484ef3
  Harry Mellor authored May 04, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d6484ef3
02 May, 2025 1 commit
- [Attention] MLA move o_proj q_proj into cuda-graph region (#17484) · afcb3f88
  Lucas Wilkinson authored May 01, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
```
  afcb3f88
29 Apr, 2025 2 commits
- [V1] Remove num_input_tokens from attn_metadata (#17193) · 24e6ad3f
  Chen Zhang authored Apr 30, 2025
```
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  24e6ad3f
- [Bugfix] Add contiguous call inside rope kernel wrapper (#17091) · 17eb306f
  Zhengyuan Su (苏政渊) authored Apr 29, 2025
```
Signed-off-by: 苏政渊 <suzhengyuan@moonshot.cn>
Co-authored-by: 苏政渊 <suzhengyuan@moonshot.cn>
```
  17eb306f
28 Apr, 2025 1 commit

[BugFix] Fix vllm_flash_attn install issues (#17267) · d8bccde6

Lucas Wilkinson authored Apr 27, 2025


Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>

d8bccde6

22 Apr, 2025 1 commit

[V1] V1 FlashInfer Attention (#16684) · 986537f1

Michael Goin authored Apr 21, 2025


Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Aurick Qiao <qiao@aurick.net>

986537f1

17 Apr, 2025 2 commits
- [Attention] Update to lastest FA3 code (#13111) · 183dad7a
  Lucas Wilkinson authored Apr 17, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
```
  183dad7a
- [MLA] Simplification to batch P/D reordering (#16673) · 0377b831
  Nick Hill authored Apr 17, 2025
```
Signed-off-by: Nick Hill <nhill@redhat.com>
```
  0377b831
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
09 Apr, 2025 1 commit
- [BugFix] fix some typos found by typos. (#16314) · 04149cce
  yihong authored Apr 09, 2025
```
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
```
  04149cce
23 Mar, 2025 1 commit

[V1] Enable V1 Fp8 cache for FA3 in the oracle (#15191) · dccf535f

Lucas Wilkinson authored Mar 23, 2025


Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>

dccf535f

21 Mar, 2025 2 commits
- [V1] Fix wrong import path of get_flash_attn_version (#15280) · 91ca929d
  Lehua Ding authored Mar 21, 2025
```
Signed-off-by: Lehua Ding <lehuading@tencent.com>
```
  91ca929d
- [V1] Scheduler Refactoring [1/N] - Add Scheduler Interface (#15250) · 0c6f5023
  Woosuk Kwon authored Mar 20, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
```
  0c6f5023
14 Mar, 2025 1 commit
- [Attention] MLA get rid of materialization (#14770) · 9532c498
  Lucas Wilkinson authored Mar 14, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  9532c498
11 Mar, 2025 1 commit
- dynamic distpatch of fp8 kernels (#14245) · a1c8f379
  Jeff Daily authored Mar 11, 2025
```
Signed-off-by: Jeff Daily <jeff.daily@amd.com>
```
  a1c8f379
10 Mar, 2025 1 commit
- [Perf] Improve MLA on V1 (#14540) · fb0acb6c
  Simon Mo authored Mar 10, 2025
```
Signed-off-by: simon-mo <simon.mo@hey.com>
```
  fb0acb6c
08 Mar, 2025 2 commits
- [Bugfix] DeepSeek Accuracy (#14476) · db84f5eb
  Lucas Wilkinson authored Mar 08, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  db84f5eb
- Revert "[Perf] Reduce MLA CPU overheads in V1 (#14384)" (#14471) · ca7a2d5f
  Tyler Michael Smith authored Mar 08, 2025
  
  ca7a2d5f
07 Mar, 2025 2 commits
- [FP8] Refactor apply_fp8_linear and apply_fp8_linear_generic into an object (#14390) · e1744502
  Luka Govedič authored Mar 07, 2025
```
Signed-off-by: luka <luka@neuralmagic.com>
```
  e1744502
- [Perf] Reduce MLA CPU overheads in V1 (#14384) · dae68969
  Lucas Wilkinson authored Mar 06, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  dae68969
06 Mar, 2025 2 commits
- Fix mla prefill context performance (#13897) · 9f1710f1
  Ying Zhong authored Mar 07, 2025
```
Signed-off-by: ZhongYingMatrix <zhongyingmatrix@gmail.com>
```
  9f1710f1
- [BugFix] MLA + V1, illegal memory access and accuracy issues (#14253) · f6bb18fd
  Lucas Wilkinson authored Mar 05, 2025
```
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  f6bb18fd