Commits · 0ab06100f469fe29b8a71cf0311b6b9da99db23e · OpenDAS / vllm_cscc

11 Feb, 2026 1 commit
- [Multimodal] Expose `mm_processor_kwargs` for `DummyInputsBuilder` (#34330) · 0ab06100
  Isotr0py authored Feb 12, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  0ab06100
29 Jan, 2026 1 commit
- [Refactor] Define MM data parser in processing info instead of processor itself (#33260) · 51550179
  Cyrus Leung authored Jan 29, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  51550179
27 Jan, 2026 1 commit
- [5/N][Attention] Finish eliminating `vllm/attention` folder (#32064) · a608b4c6
  Matthew Bonanni authored Jan 27, 2026
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  a608b4c6
26 Jan, 2026 1 commit
- [Chore] Update type annotation of `input_ids` in model forward (#33063) · dcd80206
  Cyrus Leung authored Jan 26, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  dcd80206
24 Jan, 2026 1 commit
- [Models]: Make Multimodal config implicit in ViT implementation (#31972) · 9ad7f89f
  Isotr0py authored Jan 24, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  9ad7f89f
20 Jan, 2026 1 commit
- [2/N] Initialize MM components in context managers (E-H) (#32641) · e1a34c3a
  Cyrus Leung authored Jan 20, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  e1a34c3a
14 Jan, 2026 1 commit
- [1/N] Reorganize multimodal processing code (#32327) · 9ea07b41
  Cyrus Leung authored Jan 14, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  9ea07b41
09 Jan, 2026 1 commit
- [1/N][Attention] Restructure attention: move files (#31916) · 2612ba92
  Matthew Bonanni authored Jan 09, 2026
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  2612ba92
08 Jan, 2026 1 commit
- [MM Encoder]: Make MMEncoderAttention's `scale` takes effect properly (#31950) · 2972a054
  Isotr0py authored Jan 08, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  2972a054
07 Jan, 2026 1 commit

[Misc] Improve error messages for unsupported types and parameters (#30593) · 0790f076

BlankR authored Jan 07, 2026


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

0790f076

25 Dec, 2025 1 commit
- [Model][Ernie4.5-VL] Support video metadata for timestamp rendering (#31274) · 2d6001f4
  SongHe authored Dec 25, 2025
```
Signed-off-by: dengsonghe <dengsonghe@baidu.com>
Co-authored-by: dengsonghe <dengsonghe@baidu.com>
```
  2d6001f4
16 Dec, 2025 1 commit

[CustomOp] Extract ApplyRotaryEmb as CustomOp and unify the dispatch logic (#29873) · 3bd9c491

Shanshan Shen authored Dec 16, 2025


Signed-off-by: shen-shanshan <467638484@qq.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>

3bd9c491

15 Dec, 2025 1 commit

[CustomOp][MM] Extract MMEncoderAttention as CustomOp and replace the backend... · 87b4d155

Shanshan Shen authored Dec 15, 2025


[CustomOp][MM] Extract MMEncoderAttention as CustomOp and replace the backend of QwenVisionAttention with it. (#30125)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>

87b4d155

08 Dec, 2025 1 commit
- [Perf] Remove sync point in vit torch sdpa attn backend (#30232) · bcb6f594
  Dazhi Jiang authored Dec 08, 2025
```
Signed-off-by: Dazhi Jiang <dazhi_jiang@163.com>
```
  bcb6f594
06 Dec, 2025 1 commit
- [Chore] Deprecate `SupportsMultiModal.merge_by_field_config` (#30170) · c46b932d
  Cyrus Leung authored Dec 06, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  c46b932d
28 Nov, 2025 1 commit

Remove upstream fa checks (#29471) · 460d8bbf

Mingyuan Ma authored Nov 28, 2025


Signed-off-by: mingyuanm <mingyuanm@nvidia.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>

460d8bbf

24 Nov, 2025 1 commit
- [Core] Deprecate `xformers` (#29262) · 0ff70821
  Roger Wang authored Nov 23, 2025
```
Signed-off-by: Roger Wang <hey@rogerw.io>
```
  0ff70821
13 Nov, 2025 1 commit
- Rename clashing method names for vLLM model protocol (#27583) · 97d1c993
  Harry Mellor authored Nov 13, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  97d1c993
11 Nov, 2025 2 commits
- [Model] Pass `mm_features` directly into `get_mrope_input_positions` (#28399) · afffd3cc
  Cyrus Leung authored Nov 11, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  afffd3cc
- [Attention] Refactor CUDA attention backend selection logic (#24794) · b30dfa03
  Matthew Bonanni authored Nov 11, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
```
  b30dfa03
10 Nov, 2025 2 commits

[V0 Deprecation] Remove unused `context_len` and `seq_len` from M-RoPE (#28395) · d0e186c1
Cyrus Leung authored Nov 11, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
d0e186c1

[Fix] optimize visual token mask with caching and multi-token support (#28374) · 912744d0

Ferrebo authored Nov 10, 2025

Signed-off-by: Ferrebo <itachi971009@gmail.com>
Signed-off-by: kebo01 <kebo01@baidu.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

912744d0

23 Oct, 2025 1 commit

[Bugfix] Honor --mm_encoder_attn_backend when used (#27124) · 570c3e1c

Bradley D authored Oct 23, 2025


Co-authored-by: Bradley D <4551889+bradleyhd@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

570c3e1c

22 Oct, 2025 1 commit
- [Bugfix] Make `get_mrope_input_positions` instance methods (#27342) · 14e2f123
  Cyrus Leung authored Oct 22, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  14e2f123
21 Oct, 2025 1 commit
- [MM][Core] Decouple ViT backend from LM backend (#27061) · c3a2c6ac
  Roger Wang authored Oct 21, 2025
```
Signed-off-by: Roger Wang <hey@rogerw.io>
```
  c3a2c6ac
15 Oct, 2025 1 commit
- [Misc] rename torch_dtype to dtype (#26695) · 8f4b313c
  wangxiyuan authored Oct 15, 2025
```
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
```
  8f4b313c
14 Oct, 2025 1 commit
- [Bugfix] Standardize merging multimodal embeddings (#26771) · d2f816d6
  Cyrus Leung authored Oct 14, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d2f816d6
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
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  8fcaaf6a
11 Oct, 2025 1 commit

[Refactor]: Use M-RoPE interface directly while defining model class instead... · 727144be

dsinghvi authored Oct 11, 2025


[Refactor]: Use M-RoPE interface directly while defining model class instead of maintaining model specific M-RoPE implementation in mrope.py (#24172)
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: wwl2755 <wangwenlong2755@gmail.com>

727144be

09 Oct, 2025 1 commit
- [Models][Qwen] Replace `pad` with `cat` for better performance (#26486) · 2c1c7dfb
  Lukas Geiger authored Oct 09, 2025
```
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
  2c1c7dfb
05 Oct, 2025 1 commit
- Convert formatting to use `ruff` instead of `yapf` + `isort` (#26247) · d6953beb
  Harry Mellor authored Oct 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d6953beb
03 Oct, 2025 3 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
- [ROCm] [VL] [Bugfix] Fix vit flash attn dispatcher logic for ROCm (#26104) · 9c5ee91b
  TJian authored Oct 02, 2025
```
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
```
  9c5ee91b
- [Attention] Move Backend enum into registry (#25893) · 2aaa4238
  Matthew Bonanni authored Oct 02, 2025
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  2aaa4238
02 Oct, 2025 1 commit
- [Model] Use `merge_by_field_config` for MM models (D-F) (#26076) · cc253b73
  Cyrus Leung authored Oct 02, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  cc253b73
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

21 Sep, 2025 2 commits
- [V0 Deprecation] Remove V0 sampling metadata (#25345) · 1c3ffdbe
  Woosuk Kwon authored Sep 21, 2025
```
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
```
  1c3ffdbe
- [Multi Modal][Performance] Fused Q,K's apply_rope in more models (#25005) · 035fd2bd
  Wenlong Wang authored Sep 20, 2025
```
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
  035fd2bd
13 Sep, 2025 1 commit
- [Doc]: fix typos in various files (#24798) · 41ae4a1e
  Didier Durand authored Sep 13, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  41ae4a1e
12 Sep, 2025 1 commit
- [Models] Optimise and simplify `_validate_and_reshape_mm_tensor` (#24742) · 57f94e88
  Lukas Geiger authored Sep 12, 2025
```
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
  57f94e88