Commits · 0ab06100f469fe29b8a71cf0311b6b9da99db23e · OpenDAS / vllm_cscc

11 Feb, 2026 2 commits
- [Multimodal] Expose `mm_processor_kwargs` for `DummyInputsBuilder` (#34330) · 0ab06100
  Isotr0py authored Feb 12, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  0ab06100
- [Docs] Reduce time spent generating API docs (#34255) · 40b8f553
  Harry Mellor authored Feb 11, 2026
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  40b8f553
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>
```
  88c3e114
26 Jan, 2026 1 commit
- [Chore] Update type annotation of `input_ids` in model forward (#33063) · dcd80206
  Cyrus Leung authored Jan 26, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  dcd80206
24 Jan, 2026 1 commit
- [Models]: Make Multimodal config implicit in ViT implementation (#31972) · 9ad7f89f
  Isotr0py authored Jan 24, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  9ad7f89f
21 Jan, 2026 1 commit
- Enable Eagle3 speculative decoding for Pixtral (LlavaForConditionalGeneration) (#32542) · 0900cedb
  gopalsarda authored Jan 20, 2026
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Signed-off-by: gopalsarda <gopal.sarda@servicenow.com>
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  0900cedb
20 Jan, 2026 1 commit
- [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
18 Jan, 2026 1 commit

"refactor: refactor_repeated_interfaces" (#32486) · 2f03035a

tjp_zju authored Jan 18, 2026


Signed-off-by: tom-zju <tanjianpingzju1990@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

2f03035a

14 Jan, 2026 1 commit
- [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
08 Jan, 2026 1 commit
- [Model] Standardize common vision encoders (#31947) · 5576227b
  Cyrus Leung authored Jan 08, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  5576227b
02 Jan, 2026 1 commit

[Model] Enable LoRA support for tower and connector in LLaVA (#31513) · 5ac55eb3

Jay Hemnani authored Jan 01, 2026


Signed-off-by: Jay Hemnani <jayhemnani9910@gmail.com>
Co-authored-by: Jay Hemnani <jayhemnani9910@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>

5ac55eb3

06 Dec, 2025 1 commit
- [Chore] Deprecate `SupportsMultiModal.merge_by_field_config` (#30170) · c46b932d
  Cyrus Leung authored Dec 06, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  c46b932d
13 Nov, 2025 1 commit
- Rename clashing method names for vLLM model protocol (#27583) · 97d1c993
  Harry Mellor authored Nov 13, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  97d1c993
12 Oct, 2025 1 commit
- Update `Optional[x]` -> `x | None` and `Union[x, y]` to `x | y` (#26633) · 8fcaaf6a
  Harry Mellor authored Oct 12, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  8fcaaf6a
06 Oct, 2025 1 commit
- [Model] Use `merge_by_field_config` for MM models (Llava family) (#26280) · 19a00eb2
  Cyrus Leung authored Oct 06, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  19a00eb2
05 Oct, 2025 1 commit
- Convert formatting to use `ruff` instead of `yapf` + `isort` (#26247) · d6953beb
  Harry Mellor authored Oct 05, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d6953beb
03 Oct, 2025 2 commits

[Multi Modal] Configurable MM Profiling (#25631) · 79aa2446

Wenlong Wang authored Oct 03, 2025

Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

79aa2446

[Input] Remove unused `prompt` field (#26097) · 0ad9951c
Cyrus Leung authored Oct 03, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
0ad9951c

01 Oct, 2025 1 commit
- [Misc] Factor out common `_apply_feature_select_strategy` (#26003) · 1405f0c7
  Cyrus Leung authored Oct 01, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  1405f0c7
30 Sep, 2025 1 commit
- [Model] Move `vision_feature_select_strategy` into `resolve_visual_encoder_outputs` (#25938) · d7e34b42
  Cyrus Leung authored Sep 30, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d7e34b42
29 Sep, 2025 1 commit
- [V0 Deprecation][Models] Remove all V0 condition for mm embeddings merge (#25331) · bd51f78e
  Isotr0py authored Sep 29, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
```
  bd51f78e
27 Sep, 2025 1 commit

[Bugfix] Merge MM embeddings by index instead of token IDs (#16229) · 27d7638b

Cyrus Leung authored Sep 27, 2025


Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

27d7638b

24 Sep, 2025 2 commits
- [Misc] Improve type annotations for jsontree (#25577) · 9313be50
  Cyrus Leung authored Sep 24, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  9313be50
- [Misc]] Move processing context to multimodal directory (#25548) · 6488f348
  Cyrus Leung authored Sep 24, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  6488f348
21 Sep, 2025 1 commit
- [V0 Deprecation] Remove V0 sampling metadata (#25345) · 1c3ffdbe
  Woosuk Kwon authored Sep 21, 2025
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Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
```
  1c3ffdbe
19 Sep, 2025 1 commit

[Docs] add __init__.py to... · 138f0d1e

samzong authored Sep 20, 2025


[Docs] add __init__.py to vllm/model_executor/layers/quantization/compressed_tensors/transform (#24974)
Signed-off-by: samzong <samzong.lu@gmail.com>

138f0d1e

13 Sep, 2025 1 commit
- [Docs] Fix warnings in mkdocs build (continued) (#24791) · 9a8966bc
  Hyogeun Oh (오효근) authored Sep 13, 2025
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Signed-off-by: Zerohertz <ohg3417@gmail.com>
```
  9a8966bc
10 Sep, 2025 1 commit
- [Core] Simplify and unify mm uuid handling & auto-generated mm hash overrides processing. (#24271) · 009d689b
  Chenheli Hua authored Sep 09, 2025
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Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
```
  009d689b
27 Aug, 2025 2 commits
- [Multimodal] Generate mm_hash based on request metadata when caching is turned off (#23690) · 8bf6266a
  Roger Wang authored Aug 27, 2025
```
Signed-off-by: Roger Wang <hey@rogerw.io>
```
  8bf6266a
- [Core] Use key-only cache for `BaseMultiModalProcessor` (#23018) · 69244e67
  Cyrus Leung authored Aug 27, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  69244e67
25 Aug, 2025 1 commit
- [Refactor] Dynamic `target` and `content` for prompt updates (#23411) · 712d0f88
  Cyrus Leung authored Aug 25, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  712d0f88
21 Aug, 2025 1 commit

[Multimodal] Always enable hashing mm data (#23308) · 79f05e44

Roger Wang authored Aug 21, 2025


Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>

79f05e44

18 Aug, 2025 1 commit
- [Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053) · 27e8d1ea
  Cyrus Leung authored Aug 18, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  27e8d1ea
14 Aug, 2025 1 commit
- [Bugfix] Fix `PixtralHFImagePixelInputs` dynamic shape check (#22827) · 7c3a0741
  Isotr0py authored Aug 14, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  7c3a0741
11 Aug, 2025 2 commits
- [Misc] Move jsontree to utils (#22622) · 951b0382
  Cyrus Leung authored Aug 11, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  951b0382
- Migrate LlavaImageInputs to TensorSchema (#21770) · 06da44f0
  Benji Beck authored Aug 10, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  06da44f0
09 Aug, 2025 1 commit

Implicit language-model-only mode via limit-mm-per-prompt (#22299) · 08b751ba

Roger Wang authored Aug 08, 2025


Signed-off-by: Roger Wang <hey@rogerw.me>
Signed-off-by: Andy Xie <andy.xning@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: XIn Li <xinli@nvidia.com>
Signed-off-by: Junhao Li <junhao@ubicloud.com>
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
Signed-off-by: zitian zhao <zitian.zhao@tencentmusic.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Signed-off-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Signed-off-by: Linkun <github@lkchen.net>
Co-authored-by: Ning Xie <andy.xning@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Andrew Sansom <andrew@protopia.ai>
Co-authored-by: Zhiyu <zhiyuc@nvidia.com>
Co-authored-by: Shu Wang <shuw@nvidia.com>
Co-authored-by: XIn Li <xinli@nvidia.com>
Co-authored-by: Junhao Li <streaver91@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Yuxuan Zhang <2448370773@qq.com>
Co-authored-by: ZiTian Zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Po-Han Huang (NVIDIA) <53919306+nvpohanh@users.noreply.github.com>
Co-authored-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Hong Hanh <hanh.usth@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: lkchen <github@lkchen.net>