Commits · 17373dcd93ca60554d72cef4e159e70abbfd15af · OpenDAS / vllm_cscc

22 Aug, 2025 2 commits
- [Attention] Refactor AttentionMetadata Preparation for Encoder-only Models (#23154) · 17373dcd
  Chen Zhang authored Aug 21, 2025
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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  17373dcd
- [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>
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  19fe1a05
21 Aug, 2025 3 commits
- [Core] Always use tensor cores for Flashinfer Decode Wrapper (#23214) · 1d353b63
  Pavani Majety authored Aug 21, 2025
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Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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  1d353b63
- [Model] Add LFM2 architecture (#22845) · 2e2000f3
  Paul Pak authored Aug 21, 2025
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Signed-off-by: Paul Pak <paulpak58@gmail.com>
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  2e2000f3
- [V1][Mamba1] - Full CUDA and Piecewise CUDA Graphs Support (#23035) · 3663870c
  Asaf Joseph Gardin authored Aug 21, 2025
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Signed-off-by: asafg <asafg@ai21.com>
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
Co-authored-by: asafg <asafg@ai21.com>
```
  3663870c
20 Aug, 2025 5 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>
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  a4fbb32f
- [Misc] Add max_seq_len to CommonAttentionMetadata (#23216) · d6d13bd4
  Woosuk Kwon authored Aug 20, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  d6d13bd4
- fix cuda graph (#22721) · d983769c
  who who who authored Aug 20, 2025
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Signed-off-by: fsx950223 <fsx950223@outlook.com>
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  d983769c
- [Attention] Optimize make_local_attention_virtual_batches for Flash Attention (#23185) · a634733f
  Zebing Lin authored Aug 19, 2025
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Signed-off-by: linzebing <linzebing1995@gmail.com>
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  a634733f
19 Aug, 2025 6 commits
- [BugFix] fix CUTLASS MLA full cudagraph (#23200) · 14e2b073
  Lucas Wilkinson authored Aug 19, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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  14e2b073
- [Misc] Minor refactoring for FlashInfer backend (#23147) · e61bac87
  Woosuk Kwon authored Aug 19, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  e61bac87
- [Misc] Enable yapf for FlashInfer backend (#23193) · 5b5f350d
  Woosuk Kwon authored Aug 19, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  5b5f350d
- [NVIDIA] Support Flashinfer TRTLLM FP8-q/kv/out Attention Kernel (#21716) · 03752dba
  elvischenv authored Aug 19, 2025
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Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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  03752dba
- [Log] Warning Once for Cutlass MLA (#23137) · 90bbe0a5
  Wentao Ye authored Aug 19, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  90bbe0a5
- [TPU] make ptxla not imported when using tpu_commons (#23081) · e9d6a3db
  Chengji Yao authored Aug 18, 2025
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Signed-off-by: Chengji Yao <chengjiyao@gmail.com>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@gmail.com>
```
  e9d6a3db
16 Aug, 2025 2 commits
- [Bugfix gpt-oss] Fix float32 convert for flashinfer sink support (#23016) · 000cceca
  Michael Goin authored Aug 16, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  000cceca
- [Kernel] Simplify `get_kv_cache_layout` and cache `use_trtllm_attention` env-dependent bit (#22735) · 070da660
  Nicolò Lucchesi authored Aug 16, 2025
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Signed-off-by: NickLucche <nlucches@redhat.com>
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  070da660
15 Aug, 2025 5 commits

minor: zero workspace buffer init for flashinfer trtllm-gen attn (#22603) · 1723ef1a
eigen authored Aug 15, 2025

1723ef1a

[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

[V1] - Split Prefill and Decode for Mamba1 models (#22653) · fe91ce95

amirai21 authored Aug 15, 2025


Signed-off-by: amirk <amirk@ai21.com>
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>

fe91ce95

[Mamba] - refactor: Renamed mamba_attn to mamba2_attn (#22818) · 3d232dbd
Asaf Joseph Gardin authored Aug 15, 2025
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Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
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3d232dbd
[Feature] Full Cuda Graph Support for Cutlass MLA and 6% E2E Throughput Improvement (#22763) · 5c3fbfe4
Wentao Ye authored Aug 15, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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5c3fbfe4

13 Aug, 2025 3 commits
- [Bugfix][mamba] Fix type annotation of Mamba2Metadata (#22787) · fceafaf5
  Chen Zhang authored Aug 13, 2025
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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  fceafaf5
- [V1] Add tree drafting tests for eagle spec decoding (#22705) · d94e3026
  Giancarlo Delfin authored Aug 13, 2025
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Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
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  d94e3026
- Force TRTLLM attention for gpt-oss on SM100 (#22678) · c6b92879
  Michael Goin authored Aug 13, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  c6b92879
12 Aug, 2025 2 commits

[Kernel][AMD] Avoid D2H copy and cumsum kernel (#22683) · 6bd8ebf0

Xiaozhu Meng authored Aug 12, 2025


Signed-off-by: Xiaozhu <mxz297@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

6bd8ebf0

[Bugfix] Fix ModernBert load & Enable sliding window attention for... · 6d729c43

wang.yuqi authored Aug 12, 2025


[Bugfix] Fix ModernBert load & Enable sliding window attention for bidirectional attention. (#22637)
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>

6d729c43

10 Aug, 2025 1 commit
- [V1] [Hybrid] Enable Full CUDA Graph (decode-only) for Mamba layers (#21401) · 61f67d8a
  Thomas Parnell authored Aug 10, 2025
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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  61f67d8a
09 Aug, 2025 1 commit
- [V1] [Hybrid] Support Minimax-Text-01 in V1 (#22151) · 6ade99ea
  Thomas Parnell authored Aug 09, 2025
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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  6ade99ea
08 Aug, 2025 2 commits
- [BugFix] Fix IMA FlashMLA full cuda-graph and DP + Update FlashMLA (#21691) · cd9b9de1
  Lucas Wilkinson authored Aug 08, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  cd9b9de1
- [bugfix] Fix Llama3/4 issues caused by FlashInfer 0.2.10 (#22426) · af473f0a
  Po-Han Huang (NVIDIA) authored Aug 08, 2025
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Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
```
  af473f0a
07 Aug, 2025 4 commits

[Attention] Support multiple attention metadata builders per kv_cache_spec +... · 1dc8a70b

Lucas Wilkinson authored Aug 06, 2025


[Attention] Support multiple attention metadata builders per kv_cache_spec  + proper local attention no hybrid kv cache fix (#21588)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>

1dc8a70b

Support encoder_only attention for FlexAttention (#22273) · f825c6bd
Maximilien de Bayser authored Aug 06, 2025
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Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
```
f825c6bd

Fix trtllm-gen attention env and add attention sink (#22378) · 9a3835aa

Lain authored Aug 06, 2025


Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Lain <fusiyuan2000@hotmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>

9a3835aa

[v1] - Mamba1 Attention Metadata (#21249) · 46a13949
Asaf Joseph Gardin authored Aug 07, 2025
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Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
```
46a13949

06 Aug, 2025 3 commits

[gpt-oss] Enhance error msg on attention sink init (#22335) · 31f5dc5b

Yongye Zhu authored Aug 06, 2025


Signed-off-by: simon-mo <xmo@berkeley.edu>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>

31f5dc5b

[gpt-oss] flashinfer attention sink init (#22330) · 90ec0069

Yongye Zhu authored Aug 05, 2025


Signed-off-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>

90ec0069

Add attention sink in attention backends (#22320) · 6e209243

Woosuk Kwon authored Aug 05, 2025


Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>

6e209243

05 Aug, 2025 1 commit
- [V1] port xformers backend to v1 (#21342) · 469b3ffa
  Giancarlo Delfin authored Aug 05, 2025
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Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
```
  469b3ffa