Commits · 5206e5e28c25dcc43d3a2373b591a0cdf9792f5d · OpenDAS / vllm_cscc

23 Jan, 2026 1 commit

[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

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>
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  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>
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  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>
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  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>
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  6f067b1f
20 Jan, 2026 7 commits
- [Misc] Remove pad_for_cudagraphs from config (#30143) · 22613408
  Lucas Wilkinson authored Jan 20, 2026
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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>
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  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>
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  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>
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  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>
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  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 5 commits
- [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
- 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
- [Model Runner V2] Refactor `update_states` (#32562) · 9a1f16da
  Woosuk Kwon authored Jan 18, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  9a1f16da
- [Model Runner V2] Support VLM (#32546) · bb1848cd
  Woosuk Kwon authored Jan 18, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  bb1848cd
18 Jan, 2026 2 commits
- [Model Runner V2] Minor optimization for eagle input processing (#32535) · 963dc0b8
  Woosuk Kwon authored Jan 17, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  963dc0b8
- [Model Runner V2] Move mrope_positions buffer to MRopeState (#32532) · 4147910f
  Woosuk Kwon authored Jan 17, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  4147910f
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 2 commits
- [Model Runner V2] Support FlashInfer backend & Fix CUDA Graph bug [1/2] (#32348) · 6218034d
  Woosuk Kwon authored Jan 15, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  6218034d
- [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>
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  cbbae38f
14 Jan, 2026 4 commits
- [Misc] Make mem utils can be reused by other platforms (#32322) · ce094624
  Shanshan Shen authored Jan 14, 2026
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Signed-off-by: shen-shanshan <467638484@qq.com>
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  ce094624
- [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>
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  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>
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  79336380
- [Model Runner V2] Refactor Sampler (#32245) · 90c08369
  Woosuk Kwon authored Jan 13, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  90c08369
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>
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  98f60e5a
12 Jan, 2026 6 commits
- [Model Runner V2] Add support for M-RoPE (#32143) · 0a7dd237
  Woosuk Kwon authored Jan 12, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  0a7dd237
- [Model Runner V2] Minor refactor for logit_bias (#32209) · dec28688
  Woosuk Kwon authored Jan 12, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  dec28688
- [Model Runner V2] Support logit_bias, allowed_token_ids, min_tokens (#32163) · ca81811b
  Woosuk Kwon authored Jan 12, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  ca81811b
- [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>
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  20228cb8
- [Feature] Support recording expert indices for rollout router replay (#28284) · 49e6b86c
  Hongxin Xu authored Jan 12, 2026
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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
- [Model Runner V2] Remove async barrier (#32083) · 025a32f9
  Woosuk Kwon authored Jan 11, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  025a32f9
11 Jan, 2026 2 commits
- [Model Runner V2] Skip building deprecated fields in attn metadata (#32132) · 19504ac0
  Woosuk Kwon authored Jan 11, 2026
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  19504ac0
- [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>
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  4c16ba61
09 Jan, 2026 3 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
- [UX] Add vLLM model inspection view (#29450) · d5ec6c05
  Michael Goin authored Jan 09, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  d5ec6c05