Commits · 010ec0c30ef1fa481fc69b8a5d2c205052d93607 · OpenDAS / vllm_cscc

31 Jan, 2026 1 commit
- [Deprecation] Deprecate `seed_everything` and `scatter_mm_placeholders` in v0.15 (#33362) · 010ec0c3
  Wentao Ye authored Jan 30, 2026
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  010ec0c3
30 Jan, 2026 4 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>
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  10152d21
- [Misc] Replace Optional[X] with X | None syntax (#33332) · 1a7894db
  杨朱 · Kiki authored Jan 30, 2026
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Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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  1a7894db
- [Refactor] Move MM item count validation outside of processor (#33396) · c87eac18
  Cyrus Leung authored Jan 30, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  c87eac18
29 Jan, 2026 3 commits
- [BUGFIX][XPU] fix memory check after XPU reuse GPU_worker (#33358) · 8c8ebeb9
  Chendi.Xue authored Jan 29, 2026
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Signed-off-by: Chendi Xue <chendi.xue@intel.com>
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  8c8ebeb9
- [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>
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  c6e7404c
- [Intel GPU] refine xpu worker (#32894) · 8bb6271c
  Kunshang Ji authored Jan 29, 2026
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Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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  8bb6271c
28 Jan, 2026 4 commits

[ModelRunner V2] Misc code simplification and cleanup (#33266) · 6bf3b46d
Nick Hill authored Jan 28, 2026
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Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
6bf3b46d

[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>
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a2b877df

[Model Runner V2] Use a different stream for grammar bitmask h2d copy (#33059) · 46ec6d71

Woosuk Kwon authored Jan 27, 2026


Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Nick Hill <nhill@redhat.com>

46ec6d71

27 Jan, 2026 2 commits
- [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
- [Model Runner V2] Remove UvaBufferPool for cpu->gpu copy (#33055) · 6d86fde0
  Woosuk Kwon authored Jan 26, 2026
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Nick Hill <nhill@redhat.com>
```
  6d86fde0
26 Jan, 2026 3 commits
- [Model Runner V2] Add LoRAState to consolidate lora logic (#33062) · a9b53dd4
  Woosuk Kwon authored Jan 25, 2026
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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  a9b53dd4
- [Model Runner V2] Minor simplification for finish_requests (#33048) · 2f0d3ba7
  Woosuk Kwon authored Jan 25, 2026
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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  2f0d3ba7
- [Model Runner V2] Fix slot_mapping after #25954 (#33046) · edf927bc
  Woosuk Kwon authored Jan 25, 2026
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
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  edf927bc
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 4 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

[Perf] Cache xpu_get_mem_info() result to avoid duplicate calls (#32983) · 14d03b8d
7. Sun authored Jan 24, 2026
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Signed-off-by: 7. Sun <jhao.sun@gmail.com>
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14d03b8d

[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 4 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>
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  3a414595
- [Model Runner V2] Add KV Connector support (#32742) · 8518b304
  Nick Hill authored Jan 23, 2026
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Signed-off-by: Nick Hill <nickhill123@gmail.com>
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  8518b304
- [Bugfix][CI] Fix pre-commit (#32956) · 2d6b5371
  Matthew Bonanni authored Jan 23, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  2d6b5371
- [V1][Hybrid] Mamba Prefix Caching with align mode (#30877) · 5206e5e2
  Harry Huang authored Jan 24, 2026
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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
22 Jan, 2026 3 commits
- [Refactor] Remove unused tpu files (#32610) · f7448101
  Wentao Ye authored Jan 22, 2026
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  f7448101
- [CPU Backend] [Perf] Accelerate tensor-parallel/data-parallel inference across... · 744ef304
  Fadi Arafeh authored Jan 22, 2026
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[CPU Backend] [Perf] Accelerate tensor-parallel/data-parallel inference across NUMA domains on Arm (#32792)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
```
  744ef304
- [Model Runner V2] Do not error on attention backends (#32820) · 5e00b561
  Woosuk Kwon authored Jan 21, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  5e00b561
21 Jan, 2026 3 commits
- [Model Runner V2] Refactor Prompt Logprobs (#32811) · 408195ec
  Woosuk Kwon authored Jan 21, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  408195ec
- [Model Runner V2] Minor refactor for `compute_slot_mappings` (#32794) · e1da249c
  Woosuk Kwon authored Jan 21, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  e1da249c
- [Cleanup] Remove unused `KVConnectorModelRunnerMixin` methods (#32077) · 6f067b1f
  Nick Hill authored Jan 20, 2026
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Signed-off-by: Nick Hill <nickhill123@gmail.com>
```
  6f067b1f
20 Jan, 2026 7 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 Runner V2] Support FLASHINFER_MLA backend (#32709) · 9ab4388c
  Woosuk Kwon authored Jan 20, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  9ab4388c
- [Model Runner V2] Skip kernel launch for penalties & logit_bias (#32634) · e9c83cdc
  Woosuk Kwon authored Jan 19, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  e9c83cdc
- [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
- [Model Runner V2] Decouple temperature from penalties (#32629) · 6c01ffb8
  Woosuk Kwon authored Jan 19, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  6c01ffb8
- [Model Runner V2] Refactor get_cudagraph_and_dp_padding (#32625) · 7b7cdce9
  Woosuk Kwon authored Jan 19, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  7b7cdce9
- [Model Runner V2] Initialized communication buffer for DP (#32624) · 05dc4bfa
  Woosuk Kwon authored Jan 19, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  05dc4bfa
19 Jan, 2026 1 commit
- [Model Runner V2] Refactor `dummy_run` (#32533) · 43fada53
  Woosuk Kwon authored Jan 19, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  43fada53