Commits · 6f2c71be8ffd65648bbf99d571c5353ff5b77f24 · OpenDAS / vllm_cscc

22 Apr, 2026 1 commit

[Multimodal] Add PyAV video backend for concurrent video decoding (#39986) · 6f2c71be

Jaseel Muhammad authored Apr 22, 2026


Signed-off-by: Jaseel Muhammad <jaseel.muhammad@mbzuai.ac.ae>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

6f2c71be

21 Apr, 2026 1 commit

[MM][CG] Optimize default `max_frames_per_batch` auto-infer for ViT CUDA graph... · 936e0b79

Shanshan Shen authored Apr 21, 2026


[MM][CG] Optimize default `max_frames_per_batch` auto-infer for ViT CUDA graph video inference (#40445)
Signed-off-by: shen-shanshan <467638484@qq.com>

936e0b79

18 Apr, 2026 2 commits

[Refactor] Drop direct dependency on librosa (#39079) · 153ba7f0
Nick Cao authored Apr 18, 2026
```
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
```
153ba7f0

[Core] Reduce mm scheduler, get_num_embed overhead (#40143) · b0755523

milesial authored Apr 17, 2026


Signed-off-by: milesial <milesial@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

b0755523

16 Apr, 2026 1 commit
- [Refactor] Remove `resampy` dependency (#39524) · 82531edb
  Isotr0py authored Apr 16, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  82531edb
14 Apr, 2026 1 commit

fix: handle ImportError in load_audio (#39473) · 18b1c772

Yiyang "Ian" Liu authored Apr 14, 2026


Signed-off-by: Yiyang Liu <37043548+ianliuy@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

18b1c772

09 Apr, 2026 1 commit

[Multimodal] Fix nested_tensors_equal: add length check for lists and tuple support (#38388) · 490f17d0

Khairul Kabir authored Apr 08, 2026


Signed-off-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>
Co-authored-by: khairulkabir1661 <khairulkabir1661@users.noreply.github.com>

490f17d0

01 Apr, 2026 1 commit
- (security) Enforce frame limit in VideoMediaIO (#38636) · 58ee6142
  Juan Pérez de Algaba authored Apr 01, 2026
```
Signed-off-by: jperezde <jperezde@redhat.com>
```
  58ee6142
30 Mar, 2026 2 commits
- [Core][CI] Add opt-in media URL caching via VLLM_MEDIA_CACHE (#37123) · 677424c7
  Andreas Karatzas authored Mar 30, 2026
```
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
```
  677424c7
- [Bugfix][Frontend] Return 400 for corrupt/truncated image inputs instead of 500 (#38253) · 7e76af14
  aliialsaeedii authored Mar 30, 2026
```
Signed-off-by: aliialsaeedii <ali.al-saeedi@nscale.com>
```
  7e76af14
26 Mar, 2026 1 commit
- [Model] Use helper function to run MM processors with token inputs (where applicable) (#38018) · 502c41a8
  Cyrus Leung authored Mar 26, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  502c41a8
25 Mar, 2026 2 commits

[MultiModal] add support for numpy array embeddings (#38119) · 70a21528

Guillaume Guy authored Mar 25, 2026


Signed-off-by: guillaume_guy <guillaume.guy@airbnb.com>
Signed-off-by: Guillaume Guy <guillaume.c.guy@gmail.com>
Co-authored-by: guillaume_guy <guillaume.guy@airbnb.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

70a21528

[Misc] Reorganize inputs (#35182) · ba2f0acc
Cyrus Leung authored Mar 26, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
ba2f0acc

22 Mar, 2026 1 commit
- [Bugfix] Handle libsndfile sf_error(NULL) race condition in audio fallback (#37782) · 5dac719b
  Andreas Karatzas authored Mar 22, 2026
```
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
```
  5dac719b
21 Mar, 2026 1 commit
- [Frontend] Remove librosa from audio dependency (#37058) · c7f98b4d
  Isotr0py authored Mar 21, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  c7f98b4d
18 Mar, 2026 1 commit

[Bugfix] Fix base64 JPEG video frames returning empty metadata (#37301) · 918b7890

Yufeng He authored Mar 18, 2026

Signed-off-by: Yufeng He <40085740+universeplayer@users.noreply.github.com>
Signed-off-by: Yufeng He <40085740+he-yufeng@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Yufeng He <40085740+universeplayer@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

918b7890

17 Mar, 2026 2 commits
- [Models] Cohere ASR (#35809) · b5ca9c35
  Ekagra Ranjan authored Mar 17, 2026
```
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
```
  b5ca9c35
- [Chore] Replace all base64 usages with faster pybase64 package (#37290) · a836524d
  Isotr0py authored Mar 17, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  a836524d
11 Mar, 2026 1 commit
- [Doc] Fix duplicate words in comments (#36713) · 4bf53362
  Hongbin Guo authored Mar 11, 2026
```
Signed-off-by: Hongbin10 <jdmjdm1998@163.com>
```
  4bf53362
09 Mar, 2026 3 commits
- Support online use_audio_in_video (#36319) · 5578f2a4
  Tianyu Guo authored Mar 09, 2026
```
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  5578f2a4
- [Deprecation][1/2] Remove items deprecated in v0.18 (#36470) · f96c3ab0
  Cyrus Leung authored Mar 09, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  f96c3ab0
- [Misc] Move processors to `transformers_utils` (#35953) · d62856b9
  Cyrus Leung authored Mar 09, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d62856b9
07 Mar, 2026 1 commit
- feat: expose media_io_kwargs at runtime (#34778) · 755356b3
  milesial authored Mar 06, 2026
```
Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com>
```
  755356b3
06 Mar, 2026 2 commits
- [Refactor] Modular video loader backend refactoring (#35202) · e4ae148a
  Isotr0py authored Mar 06, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  e4ae148a
- [Misc] Rename `group_mm_kwargs_by_modality -> group_and_batch_mm_kwargs` (#36158) · 6dd30265
  Cyrus Leung authored Mar 06, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  6dd30265
05 Mar, 2026 1 commit
- [Misc] Remove deprecated items that are due for removal (#36006) · c3598d02
  Martin Hickey authored Mar 05, 2026
```
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
```
  c3598d02
04 Mar, 2026 2 commits

Support Audio Extraction from MP4 Video for Nemotron Nano VL (#35539) · 5d199ac8

Andrii Skliar authored Mar 04, 2026


Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: Andrii <askliar@nvidia.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Andrii Skliar <askliar@oci-nrt-cs-001-vscode-01.cm.cluster>
Co-authored-by: Andrii <askliar@nvidia.com>
Co-authored-by: root <root@pool0-03748.cm.cluster>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: root <root@pool0-02416.cm.cluster>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: root <root@pool0-04880.cm.cluster>

5d199ac8

[Bugfix] Fix EVS implementation for Qwen3 VL (#33607) · 70c73df6
William Zhang authored Mar 03, 2026
```
Signed-off-by: 2ez4bz <133824995+2ez4bz@users.noreply.github.com>
```
70c73df6

28 Feb, 2026 1 commit

[Deprecation] Deprecate code in 0.17 as scheduled (#35441) · e113a301

Wentao Ye authored Feb 28, 2026


Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

e113a301

26 Feb, 2026 1 commit

openpangu-vl support video input (#34134) · 2aa41404

hujiaxin0 authored Feb 26, 2026


Signed-off-by: hujiaxin <524446785@qq.com>
Signed-off-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
Co-authored-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

2aa41404

24 Feb, 2026 1 commit
- [MM] Allow audio chunking for offline LLM (#34628) · f91808ae
  Nicolò Lucchesi authored Feb 24, 2026
```
Signed-off-by: NickLucche <nlucches@redhat.com>
```
  f91808ae
23 Feb, 2026 3 commits
- [Refactor] Decouple TimingContext from InputProcessingContext (#35083) · 39264545
  Cyrus Leung authored Feb 23, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  39264545
- [Feature] Lazy import for the "mistral" tokenizer module. (#34651) · 54e2f83d
  Neil Schemenauer authored Feb 23, 2026
```
Signed-off-by: Neil Schemenauer <nas@arctrix.com>
```
  54e2f83d
- [Refactor] Simplify dummy data generation (#35025) · 987506bc
  Cyrus Leung authored Feb 23, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  987506bc
18 Feb, 2026 2 commits
- [Core] Fix SSRF bypass via backslash-@ URL parsing inconsistency (#34743) · 6f3b2047
  Russell Bryant authored Feb 17, 2026
```
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: isotr0py <2037008807@qq.com>
```
  6f3b2047
- [Renderer] Move MM Hash parsing into Renderer (#34711) · a0d8d944
  Cyrus Leung authored Feb 18, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  a0d8d944
17 Feb, 2026 1 commit
- [Renderer] Move InputPreprocessor into Renderer (2/2) (#34560) · 574fe752
  Cyrus Leung authored Feb 17, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  574fe752
16 Feb, 2026 1 commit
- [Renderer] Move InputPreprocessor into Renderer (1.5/2) (#34598) · ec17bdd8
  Cyrus Leung authored Feb 16, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  ec17bdd8
14 Feb, 2026 2 commits
- [Renderer] Move InputPreprocessor into Renderer (1/2) (#34510) · 73391a1b
  Cyrus Leung authored Feb 15, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
```
  73391a1b
- [bug] Make sure get_modality_with_max_tokens is deterministic (#34533) · ed242652
  Shiyan Deng authored Feb 13, 2026
```
Signed-off-by: Shiyan Deng <dsy842974287@meta.com>
```
  ed242652