Commits · 71cd89264f6c88ee4cca7c3cc556885e8844fc92 · OpenDAS / vllm_cscc

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] Fix encoder cache underestimation for GLM-4V/GLM-OCR single image (#34483) · dcf6ee85
  haosdent authored Feb 13, 2026
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Signed-off-by: haosdent <haosdent@gmail.com>
```
  dcf6ee85
11 Feb, 2026 1 commit
- [Multimodal] Expose `mm_processor_kwargs` for `DummyInputsBuilder` (#34330) · 0ab06100
  Isotr0py authored Feb 12, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  0ab06100
04 Feb, 2026 1 commit
- [MM] Align the prefix of MMEncoderAttention with Attention (#33750) · 9fb27dd3
  Shanshan Shen authored Feb 04, 2026
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Signed-off-by: shen-shanshan <467638484@qq.com>
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  9fb27dd3
03 Feb, 2026 1 commit
- [MM] Pass `prefix` parameter to MMEncoderAttention (#33674) · 5c4f2dd6
  Shanshan Shen authored Feb 03, 2026
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Signed-off-by: shen-shanshan <467638484@qq.com>
```
  5c4f2dd6
02 Feb, 2026 1 commit
- [Model] Use mm_position to compute mrope positions for GLM-4.xV (#33039) · 199e3cb4
  Yang Liu authored Feb 02, 2026
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Signed-off-by: Yang <lymailforjob@gmail.com>
```
  199e3cb4
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
27 Jan, 2026 1 commit
- [5/N][Attention] Finish eliminating `vllm/attention` folder (#32064) · a608b4c6
  Matthew Bonanni authored Jan 27, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  a608b4c6
26 Jan, 2026 2 commits

[GLM-OCR] GLM-OCR with MTP Support (#33005) · bb17e8f1

Yuxuan Zhang authored Jan 26, 2026


Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

bb17e8f1

[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>
```
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
20 Jan, 2026 1 commit
- [2/N] Initialize MM components in context managers (E-H) (#32641) · e1a34c3a
  Cyrus Leung authored Jan 20, 2026
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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
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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
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  2612ba92
08 Jan, 2026 2 commits
- [MM Encoder]: Make MMEncoderAttention's `scale` takes effect properly (#31950) · 2972a054
  Isotr0py authored Jan 08, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  2972a054
- [Model] Enable LoRA support for tower and connector in GLM4-V (#31652) · 63baa28c
  Zyyeric authored Jan 08, 2026
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Signed-off-by: Zyyeric <eric1976808123@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  63baa28c
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

11 Dec, 2025 2 commits
- Standardise `get_rope` to use `rope_parameters["partial_rotary_factor"]`, not `rotary_dim` (#30389) · cf3eacfe
  Harry Mellor authored Dec 11, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  cf3eacfe
- Ensure minimum frames for GLM 4.6V compatibility (#30285) · 36c9ce25
  gh-wf authored Dec 11, 2025
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Signed-off-by: Wayne Ferguson <wayneferguson@gmail.com>
```
  36c9ce25
08 Dec, 2025 1 commit
- [Perf] Remove sync point in vit torch sdpa attn backend (#30232) · bcb6f594
  Dazhi Jiang authored Dec 08, 2025
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Signed-off-by: Dazhi Jiang <dazhi_jiang@163.com>
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  bcb6f594
06 Dec, 2025 2 commits
- [Model] Move `multimodal_cpu_fields` definition to field config (#30181) · 671427ef
  Cyrus Leung authored Dec 06, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  671427ef
- [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>
```
  c46b932d
29 Nov, 2025 1 commit
- [Chore] Enable passing `tokenizer=None` into MM processor (#29724) · fe3398fa
  Cyrus Leung authored Nov 29, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  fe3398fa
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
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Signed-off-by: Roger Wang <hey@rogerw.io>
```
  0ff70821
19 Nov, 2025 3 commits
- GLM-V video segmentation solution adjustment (#28941) · 0c80efd9
  Yuxuan Zhang authored Nov 20, 2025
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Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
```
  0c80efd9
- Update `rope_scaling` to `rope_parameters` in preparation for Transformers v5 (#28542) · a8b70304
  Harry Mellor authored Nov 19, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  a8b70304
- [Model][QwenVL] Simplify cos/sin rotary embedding indexing (#28962) · 3d4e7d34
  Lukas Geiger authored Nov 19, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
  3d4e7d34
18 Nov, 2025 2 commits
- [Models] Replace all `nn.Conv2d` with vLLM's Conv2dLayer (#28842) · e4bb2684
  Isotr0py authored Nov 19, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  e4bb2684
- [Model][Perf] Use cos and sin cache in QwenVL (#28798) · b9489f51
  Canlin Guo authored Nov 18, 2025
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Signed-off-by: gcanlin <canlinguosdu@gmail.com>
```
  b9489f51
14 Nov, 2025 1 commit

[Model][MM] Extract conv layer as CustomOp (#28455) · 41b92f7d

Shanshan Shen authored Nov 14, 2025


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>

41b92f7d

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>
```
  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 1 commit
- [V0 Deprecation] Remove unused `context_len` and `seq_len` from M-RoPE (#28395) · d0e186c1
  Cyrus Leung authored Nov 11, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d0e186c1
04 Nov, 2025 1 commit
- [Bugfix][ROCm] Fix ViT rotary embeddings for torch.compile compatibility on ROCm (#27748) · b13a4475
  vllmellm authored Nov 04, 2025
```
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
```
  b13a4475
31 Oct, 2025 1 commit
- [Bugfix] Fix broken MRoPE for GLM-4.1V/GLM-4.5V (#27860) · 7e06c40e
  Isotr0py authored Nov 01, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  7e06c40e
24 Oct, 2025 1 commit
- [MM][Bugfix] Replace `PatchEmbed`'s conv3d to linear layer (#27418) · 42efe609
  Isotr0py authored Oct 24, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
  42efe609
23 Oct, 2025 1 commit
- [CI/Build] Remove unnecessary flags from test registry (#27353) · fe2016de
  Cyrus Leung authored Oct 23, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  fe2016de