Commits · 0a3c71e7e5f06507f64677f77d5fca84d9c7cc65 · OpenDAS / vllm_cscc

31 Jan, 2026 2 commits

[BugFix] Fix whisper FA2 + full cudagraphs (#33360) · 0a3c71e7

Lucas Wilkinson authored Jan 30, 2026

Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.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>

0a3c71e7

[ModelRunner V2] Fix spec decoding + logprobs (#33391) · 876a16f4
Nick Hill authored Jan 30, 2026
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Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
876a16f4

30 Jan, 2026 2 commits
- [QeRL] Layerwise Reloading (#32133) · f857a03f
  Kyle Sayers authored Jan 30, 2026
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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  f857a03f
- [Realtime API] Adds minimal realtime API based on websockets (#33187) · 10152d21
  Patrick von Platen authored Jan 30, 2026
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
```
  10152d21
29 Jan, 2026 1 commit
- [Multimodal] Simplify MM input definitions (#33331) · c6e7404c
  Cyrus Leung authored Jan 29, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  c6e7404c
28 Jan, 2026 2 commits

[Feature] Fully support for async scheduling + PP, 30.8% E2E throughput... · 3e440786

Wentao Ye authored Jan 28, 2026


[Feature] Fully support for async scheduling + PP, 30.8% E2E throughput improvement, 31.8% TPOT improvement (#32618)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>

3e440786

[Bugfix] Lazy import NgramProposer in GPU model runner (#32821) · a2b877df
22quinn authored Jan 27, 2026
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Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
```
a2b877df

27 Jan, 2026 1 commit
- [5/N][Attention] Finish eliminating `vllm/attention` folder (#32064) · a608b4c6
  Matthew Bonanni authored Jan 27, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  a608b4c6
25 Jan, 2026 1 commit
- [Model] Use mm_position to compute mrope positions for Qwen2.5-Omni (#32772) · a698e8e7
  Itay Etelis authored Jan 25, 2026
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Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
```
  a698e8e7
24 Jan, 2026 3 commits

[Feature] add session based streaming input support to v1 (#28973) · 91601ff4

Joshua Deng authored Jan 24, 2026


Signed-off-by: Joshua Deng <joshuakdeng@gmail.com>
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>

91601ff4

feat(benchmark): add encoder forward pass benchmarking to mm-processor (#31655) · 06b557ec

Reagan Lee authored Jan 24, 2026

Signed-off-by: Reagan <reaganjlee@gmail.com>
Signed-off-by: Reagan Lee <96998476+reaganjlee@users.noreply.github.com>
Co-authored-by: Hiroken. <105287758+HirokenOvo@users.noreply.github.com>

06b557ec

[Performance] Split FlashAttn attention and cache update (#25954) · a28b94e6

ElizaWszola authored Jan 24, 2026


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

a28b94e6

23 Jan, 2026 2 commits

[cudagraphs] Refactor cudagraph capture loop (#32946) · 3a414595
Lucas Wilkinson authored Jan 23, 2026
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
3a414595

[V1][Hybrid] Mamba Prefix Caching with align mode (#30877) · 5206e5e2

Harry Huang authored Jan 24, 2026


Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>

5206e5e2

20 Jan, 2026 2 commits

[Misc] Remove pad_for_cudagraphs from config (#30143) · 22613408

Lucas Wilkinson authored Jan 20, 2026


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

22613408

[Model] Use context managers for encoder- and LM-only mode (#32605) · 4753f3bf
Cyrus Leung authored Jan 20, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
4753f3bf

19 Jan, 2026 2 commits
- feat: spec decode with draft models (#24322) · 4a5299c9
  Tomas Ruiz authored Jan 19, 2026
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Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
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  4a5299c9
- [Core] Whisper support `torch.compile` (#30385) · 74c583bc
  Nicolò Lucchesi authored Jan 19, 2026
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Signed-off-by: NickLucche <nlucches@redhat.com>
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  74c583bc
16 Jan, 2026 1 commit
- [Bugfix] Refactor to support DP parallel in R3 (#32306) · 03da3b52
  Hongxin Xu authored Jan 16, 2026
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Signed-off-by: xhx1022 <1737006628@qq.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
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  03da3b52
15 Jan, 2026 1 commit
- [2/N] Move cache factories to MM registry (#32382) · cbbae38f
  Cyrus Leung authored Jan 15, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  cbbae38f
14 Jan, 2026 2 commits
- [Refactor] Move top-level dummy data generation to registry (#32310) · 90db5b31
  Cyrus Leung authored Jan 14, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  90db5b31
- [misc] Remove is_torch_equal_or_newer(2.4) cases (#32296) · 79336380
  Angela Yi authored Jan 13, 2026
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Signed-off-by: angelayi <yiangela7@gmail.com>
```
  79336380
13 Jan, 2026 1 commit
- [6/N][Attention] Move utils to more appropriate locations (#32215) · 98f60e5a
  Matthew Bonanni authored Jan 13, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  98f60e5a
12 Jan, 2026 2 commits

[3/N][Attention] Move AttentionMetadata-related code from utils.py to backend.py (#32054) · 20228cb8
Matthew Bonanni authored Jan 12, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
20228cb8

[Feature] Support recording expert indices for rollout router replay (#28284) · 49e6b86c

Hongxin Xu authored Jan 12, 2026


Signed-off-by: xhx1022 <1737006628@qq.com>
Signed-off-by: Hongxin Xu <70438206+xhx1022@users.noreply.github.com>
Signed-off-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>

49e6b86c

11 Jan, 2026 1 commit
- [KVConnector] OffloadingConnector: Fix bug in handling of preemptions (#29870) · 4c16ba61
  Or Ozeri authored Jan 11, 2026
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Signed-off-by: Or Ozeri <oro@il.ibm.com>
```
  4c16ba61
09 Jan, 2026 4 commits
- [perf][async] support non cpu sync get logprob tensors for spec (#31336) · 97ba96fb
  zhrrr authored Jan 10, 2026
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Signed-off-by: izhuhaoran <izhuhaoran@qq.com>
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
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  97ba96fb
- [1/N][Attention] Restructure attention: move files (#31916) · 2612ba92
  Matthew Bonanni authored Jan 09, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  2612ba92
- [Cleanup] Remove obsolete spec decoding compatibility logic (#32003) · 29ce4822
  Nick Hill authored Jan 08, 2026
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Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  29ce4822
- [Async][Feat] support apply penalty or bad_words for async + spec (#30495) · 8ff4a995
  zhrrr authored Jan 09, 2026
```
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: izhuhaoran <izhuhaoran@qq.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
```
  8ff4a995
08 Jan, 2026 2 commits
- [Misc] Tidy up some spec decode logic in GPUModelRunner (#31591) · a3d909ad
  Nick Hill authored Jan 08, 2026
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Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  a3d909ad
- [BugFix] Fix spec decoding edge case bugs (#31944) · 287b37cd
  Nick Hill authored Jan 07, 2026
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Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  287b37cd
07 Jan, 2026 3 commits
- [refactor] refactor memory constants usage (#31865) · c907d221
  Ning Xie authored Jan 08, 2026
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
```
  c907d221
- [Refactor] Clean up pooler modules (#31897) · b7036c87
  Cyrus Leung authored Jan 08, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  b7036c87
- [Bugfix] Fix race condition in async-scheduling for vlm model (#31841) · efeaac92
  tianshu-Michael-yu authored Jan 06, 2026
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Signed-off-by: Tianshu Yu <tianshuyu.formal@gmail.com>
```
  efeaac92
06 Jan, 2026 1 commit

[Perf] Async Scheduling + Speculative Decoding + Structured Outputs (#29821) · f7008ce1

Benjamin Chislett authored Jan 06, 2026


Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>

f7008ce1

05 Jan, 2026 2 commits
- [Misc] Various code simplifications (#31666) · 43e3f8e4
  Nick Hill authored Jan 04, 2026
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Signed-off-by: njhill <nickhill123@gmail.com>
```
  43e3f8e4
- [Minor] Small pooler output processing optimization (#31667) · da436f86
  Nick Hill authored Jan 04, 2026
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Signed-off-by: njhill <nickhill123@gmail.com>
```
  da436f86
31 Dec, 2025 2 commits
- [BugFix] Fix async scheduling for pooling models (#31584) · 6c2cfb62
  Nick Hill authored Dec 31, 2025
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Signed-off-by: njhill <nickhill123@gmail.com>
```
  6c2cfb62
- [Core] Remove unused `num_tokens` parameter from `_init_model_kwargs` (#31517) · b4bb5f31
  maang-h authored Dec 31, 2025
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Signed-off-by: maang <maang_h@163.com>
```
  b4bb5f31