Commits · 431535b522c62f1422848e22dfd83bec2d04111a · OpenDAS / vllm_cscc

12 Sep, 2025 1 commit
- [Attention][FlashInfer] Enable FP8 FlashInfer (TRTLLM) MLA decode (#24705) · 7ba32aa6
  Matthew Bonanni authored Sep 12, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
```
  7ba32aa6
11 Sep, 2025 2 commits
- fix some typos (#24616) · e26fef83
  co63oc authored Sep 12, 2025
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Signed-off-by: co63oc <co63oc@users.noreply.github.com>
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  e26fef83
- [Doc]: fixing doc typos (#24635) · e2b1f863
  Didier Durand authored Sep 11, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  e2b1f863
10 Sep, 2025 1 commit

[Kernel] Flashinfer MLA (trtllm-gen) decode kernel integration (#21078) · dcb28a33

Hanjie Qiu authored Sep 10, 2025


Signed-off-by: hjjq <hanjieq@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

dcb28a33

08 Sep, 2025 1 commit

[Attention] FlashAttention MLA cudagraph support (#23958) · 620db1fc

Matthew Bonanni authored Sep 08, 2025


Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

620db1fc

07 Sep, 2025 1 commit
- [attention][DCP] use AttentionImpl.need_to_return_lse_for_decode (#24372) · 558f0907
  youkaichao authored Sep 07, 2025
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Signed-off-by: youkaichao <youkaichao@gmail.com>
```
  558f0907
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

04 Sep, 2025 2 commits

[Doc]: fix typos in Python comments (#24173) · 83609ca9

Didier Durand authored Sep 04, 2025


Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

83609ca9

[Attention] FlashAttn MLA (#14258) · 402759d4

Lucas Wilkinson authored Sep 04, 2025


Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>

402759d4

28 Aug, 2025 1 commit

[ROCm][Aiter] Add triton fp8 bmm kernel for mla (#23264) · 04d1dd7f

Divakar Verma authored Aug 28, 2025


Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: ShaoChunLee <Shao-Chun.Lee@amd.com>

04d1dd7f

22 Aug, 2025 2 commits
- [NVIDIA][torch.compile] Support Flashinfer TRTLLM FP8-q/kv NVFP4-out Attention Kernel (#22703) · 24d0c9e6
  elvischenv authored Aug 23, 2025
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Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
```
  24d0c9e6
- [Kernel] Add FP8 support with FlashMLA backend (#22668) · 19fe1a05
  Matthew Bonanni authored Aug 21, 2025
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Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
```
  19fe1a05
20 Aug, 2025 2 commits
- Feature/mla tests (#23195) · 10cc12ba
  Matthew Bonanni authored Aug 20, 2025
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Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  10cc12ba
- Remove chunked_prefill_enabled flag in V1 MLA (#23183) · a4fbb32f
  Matthew Bonanni authored Aug 20, 2025
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Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
```
  a4fbb32f
15 Aug, 2025 1 commit

[Core] Allow full cudagraph with separate attention routines and orthogonal to... · 74f441f4

fhl2000 authored Aug 15, 2025


[Core] Allow full cudagraph with separate attention routines and orthogonal to compilation, add support for FA2 and FlashInfer (#20059)
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>

74f441f4

02 Aug, 2025 1 commit
- [V1] [Hybrid] Validate compatibility of attention backend batch reordering at init time (#21557) · 4abfd879
  Thomas Parnell authored Aug 02, 2025
```
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
```
  4abfd879
01 Aug, 2025 1 commit
- [Bugfix] Check NVIDIA artifactory is accessible before using flashinfer cubin kernels (#21893) · f81c1bb0
  Michael Goin authored Aug 01, 2025
  
  f81c1bb0
30 Jul, 2025 1 commit
- [v1][attention] Support Hybrid Allocator + FlashInfer (#21412) · 555e7225
  Chen Zhang authored Jul 29, 2025
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  555e7225
19 Jul, 2025 1 commit
- [V0 Deprecation] Deprecate BlockSparse Attention & Phi3-Small (#21217) · 752c6ade
  Woosuk Kwon authored Jul 19, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  752c6ade
17 Jul, 2025 1 commit
- [Attention] Refactor attention metadata builder interface (#20466) · 76b49444
  Lucas Wilkinson authored Jul 17, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  76b49444
16 Jul, 2025 2 commits
- [CI] update typos config for CI pre-commit and fix some spells (#20919) · 1eb2b9c1
  Peter Pan authored Jul 16, 2025
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Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
```
  1eb2b9c1
- [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
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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