Commits · fe57be7809672e5c4d100b55ce8649dd34d3bbc0 · OpenDAS / vllm_cscc

23 Apr, 2026 1 commit
- [MM][CG] Support `--enable-vit-cuda-graph` option for VLM examples (#40580) · fe57be78
  Shanshan Shen authored Apr 23, 2026
```
Signed-off-by: shen-shanshan <467638484@qq.com>
```
  fe57be78
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

14 Apr, 2026 1 commit

[MM][Perf][CG] Support ViT full CUDA graph for Qwen3-VL video inference (#38061) · 80118853

Shanshan Shen authored Apr 14, 2026


Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>

80118853

05 Apr, 2026 1 commit

[Bug] Fix Import paths for `encoder_cudagraph` modules (#38997) · 4dd49b06

Greg Pereira authored Apr 05, 2026

Signed-off-by: greg pereira <grpereir@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

4dd49b06

01 Apr, 2026 2 commits
- [Perf] triton bilinear_pos_embed kernel for ViT (#37948) · c75a3138
  Zhanda Zhu authored Apr 01, 2026
```
Signed-off-by: Zhanda Zhu <zhandazhu@gmail.com>
```
  c75a3138
- [Core] Simplify multimodal masking (#34246) · 4f6eed3b
  Lukas Geiger authored Apr 01, 2026
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
  4f6eed3b
25 Mar, 2026 1 commit
- [Misc] Reorganize inputs (#35182) · ba2f0acc
  Cyrus Leung authored Mar 26, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  ba2f0acc
23 Mar, 2026 1 commit
- [Feature] ViT Full CUDA Graph (#35963) · f85e479e
  Baorun (Lauren) Mu authored Mar 23, 2026
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Signed-off-by: Baorun Mu <bmu@nvidia.com>
```
  f85e479e
19 Mar, 2026 1 commit
- [Misc] Clean up processing logic (#37541) · 9515c208
  Cyrus Leung authored Mar 19, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  9515c208
18 Mar, 2026 1 commit
- [Bugfix] Fix incorrect use of merge_size in Qwen3-VL video timestamp calculation (#37439) · 738d0a28
  Chengyu Fang authored Mar 19, 2026
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Signed-off-by: chengyufang <cnyvfang@outlook.com>
```
  738d0a28
16 Mar, 2026 2 commits
- Remove unused EVS functions in qwen3_vl.py (#37183) · 43a73f85
  Tianyu Guo authored Mar 16, 2026
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Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
```
  43a73f85
- [Models][Qwen3 ViT] Keep `max_seqlen` on CPU to prevent D2H sync (#37139) · f9e6db30
  Lukas Geiger authored Mar 16, 2026
```
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  f9e6db30
13 Mar, 2026 1 commit
- [Refactor] Consolidate SupportsEagle (#36063) · 8b346309
  Benjamin Chislett authored Mar 13, 2026
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Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
```
  8b346309
12 Mar, 2026 1 commit

[MM][OOT] Support CPU `seq_lens` for OOT MMEncoderAttention kernels (#36605) · f0d3658c

Shanshan Shen authored Mar 12, 2026


Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

f0d3658c

11 Mar, 2026 1 commit
- [Bugfix] Fix Qwen3-VL timestamp mismatch when using num_frames without fps (#36136) · 72475968
  Weiguang Li authored Mar 11, 2026
```
Signed-off-by: OiPunk <codingpunk@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
```
  72475968
09 Mar, 2026 1 commit
- Increase Flexibility for OOV Multimodal Token Handling (#34858) · bd2659a5
  Alex Brooks authored Mar 08, 2026
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Signed-off-by: Alex Brooks <albrooks@redhat.com>
```
  bd2659a5
04 Mar, 2026 1 commit
- [Bugfix] Fix EVS implementation for Qwen3 VL (#33607) · 70c73df6
  William Zhang authored Mar 03, 2026
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Signed-off-by: 2ez4bz <133824995+2ez4bz@users.noreply.github.com>
```
  70c73df6
27 Feb, 2026 1 commit

Flashinfer cuDNN backend for Qwen3 VL ViT attention (#34580) · 9c3fe993

Max Hu authored Feb 27, 2026


Signed-off-by: Max Hu <maxhu@nvidia.com>
Signed-off-by: Max Hu <hyoung2991@gmail.com>
Co-authored-by: Max Hu <maxhu@nvidia.com>
Co-authored-by: Shang Wang <shangw@nvidia.com>

9c3fe993

26 Feb, 2026 1 commit
- [Misc] Standardize handling of `mm_processor_kwargs.size` (#35284) · 845ee348
  Cyrus Leung authored Feb 26, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  845ee348
23 Feb, 2026 1 commit
- [Refactor] Simplify dummy data generation (#35025) · 987506bc
  Cyrus Leung authored Feb 23, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  987506bc
15 Feb, 2026 1 commit
- [MM Encoder] Add Triton ViT attention backend (#32183) · 71cd8926
  Isotr0py authored Feb 15, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  71cd8926
13 Feb, 2026 1 commit
- [Bugfix] Standardize getting number of image patches/tokens (#34358) · 372b2e76
  Cyrus Leung authored Feb 13, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  372b2e76
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
- Make Qwen3VL compatible with Transformers v5 (#34262) · 1e9204bf
  Harry Mellor authored Feb 11, 2026
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
  1e9204bf
04 Feb, 2026 1 commit
- [Bugfix] Fix interns1-pro initialization and PP (#33793) · 192ad464
  Isotr0py authored Feb 05, 2026
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  192ad464
03 Feb, 2026 1 commit

[Models] Intern-S1-Pro (#33636) · a3acfa10

zxy authored Feb 03, 2026


Signed-off-by: zxy <zhou0493@e.ntu.edu.sg>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

a3acfa10

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
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  51550179
26 Jan, 2026 2 commits
- [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
- [Refactor] Use data parser for matching data items to multi-modal UUIDs (#32955) · 11b55687
  Cyrus Leung authored Jan 26, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  11b55687
25 Jan, 2026 1 commit

[Bugfix] fix encoder cache hang in Qwen3VL (#32684) · 7e67df55

JJJYmmm authored Jan 25, 2026


Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

7e67df55

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 3 commits
- [5/N] Initialize MM components in context managers (Q-Z) (#32695) · 193069d1
  Cyrus Leung authored Jan 21, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  193069d1
- [Bugfix] fix the ima issue of qwen-vit (#32687) · 04a9e064
  JJJYmmm authored Jan 21, 2026
```
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
```
  04a9e064
- [Model] Use context managers for encoder- and LM-only mode (#32605) · 4753f3bf
  Cyrus Leung authored Jan 20, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  4753f3bf
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
26 Dec, 2025 1 commit

[Core] Initialize LoRA support for tower and connector in multi-modal models (#26674) · ce1eafd1

Jee Jee Li authored Dec 26, 2025


Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: Anexdeus <5142168@mail.ru>

ce1eafd1

22 Dec, 2025 1 commit
- [BugFix] skip language model in Encoder (#30242) · 8f8f469b
  dengyunyang authored Dec 22, 2025
```
Signed-off-by: dengyunyang <584797741@qq.com>
```
  8f8f469b
16 Dec, 2025 1 commit
- [Core][MM] Optimize encoder cache manager by operating with embeddings only (#30475) · f5f51e59
  Roger Wang authored Dec 16, 2025
```
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Sun Kim <sunytokki@gmail.com>
```
  f5f51e59
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