Commits · e346e2d056a66bb84287e4fea049bde9a37bd72b · OpenDAS / vllm_cscc

03 Feb, 2026 1 commit
- [Bugfix] Fix mm budget setting for Qwen Omni models (#33634) · 10546f92
  Roger Wang authored Feb 02, 2026
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Signed-off-by: Roger Wang <hey@rogerw.io>
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  10546f92
02 Feb, 2026 2 commits
- [Refactor] Move profiling methods to MM budget (#33559) · d7e17aaa
  Cyrus Leung authored Feb 02, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  d7e17aaa
- [Bugfix] Enable Kimi k25 processor test (#33562) · 4061dcf4
  Isotr0py authored Feb 02, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  4061dcf4
31 Jan, 2026 1 commit
- [Refactor] Move MM data parsing outside processor (#33408) · 88c3e114
  Cyrus Leung authored Feb 01, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  88c3e114
30 Jan, 2026 2 commits
- [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 5 commits
- [Chore] Move `MediaConnector` to `vllm.multimodal.media` (#33324) · 831453fc
  Cyrus Leung authored Jan 30, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  831453fc
- [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
- [Bug Fix] Handle variable-length tensors in MultiModalFlatField batching (#31751) · 615e8033
  andrii.pasternak authored Jan 29, 2026
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Signed-off-by: Andrii Pasternak <andriipasternak31@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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  615e8033
- [Misc] Cleanup Kimi-K2.5's vision chunk modality entrypoints (#33157) · 3a92c6f3
  Isotr0py authored Jan 29, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  3a92c6f3
- [Refactor] Define MM data parser in processing info instead of processor itself (#33260) · 51550179
  Cyrus Leung authored Jan 29, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  51550179
28 Jan, 2026 1 commit

Adds FunAudioChat multimodal audio model support (#2) (#33058) · 36d450e3

ramos authored Jan 28, 2026


Signed-off-by: ramos <49182011+nemoramo@users.noreply.github.com>
Signed-off-by: mayufeng <mayufeng@example.com>
Co-authored-by: mayufeng <mayufeng@example.com>

36d450e3

27 Jan, 2026 1 commit

[Models] Kimi-K2.5 (#33131) · b539f988

Roger Wang authored Jan 26, 2026


Signed-off-by: wanglinian <wanglinian@stu.pku.edu.cn>
Signed-off-by: wangln19 <96399074+wangln19@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: wanglinian <wanglinian@stu.pku.edu.cn>
Co-authored-by: wangln19 <96399074+wangln19@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

b539f988

24 Jan, 2026 1 commit

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

22 Jan, 2026 1 commit
- [Misc] Replace urllib's `urlparse` with urllib3's `parse_url` (#32746) · 8ebf271b
  Isotr0py authored Jan 22, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  8ebf271b
20 Jan, 2026 1 commit
- [Core] Cleanup shm based object store on engine shutdown (#32429) · 8be263c3
  Walter Beller-Morales authored Jan 20, 2026
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Signed-off-by: walterbm <walter.beller.morales@gmail.com>
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  8be263c3
18 Jan, 2026 1 commit
- [Feature] Add FIPS 140-3 compliant hash algorithm option for multimodal hashing (#32386) · 3055232b
  Karan Bansal authored Jan 18, 2026
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Signed-off-by: Karan Bansal <karanb192@gmail.com>
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  3055232b
15 Jan, 2026 3 commits
- [3/N] Group together media-related code (#32406) · 28459785
  Cyrus Leung authored Jan 15, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  28459785
- [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
- [code clean] remove duplicate check (#32376) · 9d7ae3fc
  Ning Xie authored Jan 15, 2026
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
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  9d7ae3fc
14 Jan, 2026 3 commits
- [1/N] Reorganize multimodal processing code (#32327) · 9ea07b41
  Cyrus Leung authored Jan 14, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  9ea07b41
- [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
- Add Molmo2 multimodal model support (#30997) · 7e6f1238
  sangho.lee authored Jan 13, 2026
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Signed-off-by: sanghol <sanghol@allenai.org>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  7e6f1238
13 Jan, 2026 2 commits
- [Refactor] Remove `MultiModalProfiler` (#32254) · 252c0110
  Cyrus Leung authored Jan 13, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  252c0110
- [Refactor] Remove `get_encoder_dummy_data` (#32241) · eb28e806
  Cyrus Leung authored Jan 13, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  eb28e806
11 Jan, 2026 1 commit
- [Misc] Make `scipy` as optional audio/benchmark dependency (#32096) · cee7436a
  Isotr0py authored Jan 11, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  cee7436a
09 Jan, 2026 2 commits
- [Fix] Introduce audio channels spec (#31595) · 657e9c0e
  Jeremy Teboul authored Jan 09, 2026
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Signed-off-by: Jeremy Teboul <jeremyte@meta.com>
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  657e9c0e
- [Misc] Skip hashing kwargs if value is `None` (#32025) · db07433c
  Roger Wang authored Jan 09, 2026
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Signed-off-by: Roger Wang <hey@rogerw.io>
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  db07433c
08 Jan, 2026 1 commit
- [Fix] Enable mm_processor_cache with vision LoRA (#31927) · d3235cb5
  prashanth058 authored Jan 08, 2026
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Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
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  d3235cb5
07 Jan, 2026 2 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>
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  c907d221
- [Frontend] Implement robust video frame recovery for corrupted videos (#29197) · 6f351548
  vSeamar authored Jan 06, 2026
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Signed-off-by: cmartinez <cmartinez@roblox.com>
Signed-off-by: vSeamar <cmartinez@roblox.com>
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  6f351548
06 Jan, 2026 3 commits

[Bugfix] Handle mistral tokenizer in get_hf_processor (#31817) · 309a8f66
Cyrus Leung authored Jan 07, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
309a8f66
Fix RecursionError in MediaWithBytes unpickling (#31191) · ada6f91d
Nikhil G authored Jan 06, 2026
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Signed-off-by: Nikhil Ghosh <nikhil@anyscale.com>
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ada6f91d

[Docs] Improve malformed exception caused by backslash line continuations (#31694) · d386ab14

maang authored Jan 06, 2026


Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

d386ab14

02 Jan, 2026 1 commit

Add Multimodal Processor Benchmark (#29105) · 1f5b7c41

Reagan Lee authored Jan 01, 2026


Signed-off-by: Reagan Lee <reaganjlee@gmail.com>
Signed-off-by: Reagan <reaganjlee@gmail.com>

1f5b7c41

30 Dec, 2025 1 commit
- [Minor] Various small code cleanups/simplifications (#31508) · 3b312fb7
  Nick Hill authored Dec 29, 2025
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Signed-off-by: njhill <nickhill123@gmail.com>
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  3b312fb7
24 Dec, 2025 1 commit
- [Chore][1/2] Drop `v0.14` deprecations (#31285) · 09dc7c69
  Cyrus Leung authored Dec 25, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  09dc7c69
23 Dec, 2025 1 commit
- [Misc] Introduce `encode_*_url` utility function (#31208) · bb62dda2
  Cyrus Leung authored Dec 23, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  bb62dda2
19 Dec, 2025 1 commit
- Add hidden dimension validation for multimodal embedding inputs (#30968) · 4924ac58
  Wenqi Glantz authored Dec 19, 2025
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Signed-off-by: Wenqi Glantz <wglantz@nvidia.com>
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  4924ac58
16 Dec, 2025 1 commit
- [Core][MM] Optimize encoder cache manager by operating with embeddings only (#30475) · f5f51e59
  Roger Wang authored Dec 16, 2025
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Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Sun Kim <sunytokki@gmail.com>
```
  f5f51e59