Commits · d76fc11ef5d40f86019811873ae340c8dcb64e3a · OpenDAS / vllm_cscc

26 Jan, 2026 2 commits
- [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
- [Refactor] Use data parser for matching data items to multi-modal UUIDs (#32955) · 11b55687
  Cyrus Leung authored Jan 26, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  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
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  9ad7f89f
20 Jan, 2026 3 commits
- [5/N] Initialize MM components in context managers (Q-Z) (#32695) · 193069d1
  Cyrus Leung authored Jan 21, 2026
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  193069d1
- [Bugfix] fix the ima issue of qwen-vit (#32687) · 04a9e064
  JJJYmmm authored Jan 21, 2026
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Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
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  04a9e064
- [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>
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  4753f3bf
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
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
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
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Signed-off-by: dengyunyang <584797741@qq.com>
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  8f8f469b
17 Dec, 2025 1 commit

[Core][MM] Optimize encoder cache manager by operating with embeddings only (#30475) · 16484d39

Roger Wang authored Dec 16, 2025


Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Sun Kim <sunytokki@gmail.com>
(cherry picked from commit f5f51e59)

16484d39

16 Dec, 2025 1 commit
- [Core][MM] Optimize encoder cache manager by operating with embeddings only (#30475) · f5f51e59
  Roger Wang authored Dec 16, 2025
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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

14 Dec, 2025 1 commit
- [Feature]Add EVS (Efficient Video Sampling) Support for Qwen3-VL (#29752) · ae88aada
  ZiTian Zhao authored Dec 14, 2025
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Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: deitxfge <huhaibo1990@126.com>
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  ae88aada
11 Dec, 2025 3 commits
- Standardise `get_rope` to use `rope_parameters["partial_rotary_factor"]`, not `rotary_dim` (#30389) · cf3eacfe
  Harry Mellor authored Dec 11, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  cf3eacfe
- [Misc] Improve error message for `is_multimodal` (#30483) · 3a3b06ee
  Cyrus Leung authored Dec 11, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  3a3b06ee
- [Deprecation] Remove fallbacks for `embed_input_ids` and `embed_multimodal` (#30458) · 979f50ef
  Cyrus Leung authored Dec 11, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  979f50ef
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>
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  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>
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  c46b932d
04 Dec, 2025 1 commit

support qwen3-vl handle requests with embeddings (#30037) · 6dcb07f6

Tao Yun authored Dec 05, 2025


Signed-off-by: taoyun <1069423820@qq.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

6dcb07f6

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>
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  fe3398fa
28 Nov, 2025 3 commits

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

Revert "[CPU]Update CPU PyTorch to 2.9.0 (#29589)" (#29647) · b34e8775
Cyrus Leung authored Nov 28, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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b34e8775

[Multimodal][Speculative Decoding]Eagle3 mm support, enablement on qwen3vl (#29594) · 37b15e97

EanWang211123 authored Nov 28, 2025


Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: EanWang211123 <wangyiheng@sangfor.com.cn>
Co-authored-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

37b15e97

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>
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  0ff70821
20 Nov, 2025 1 commit
- [Model][QwenVL] Replace `torch.repeat_interleave` with faster `np.repeat` (#28964) · a9705a29
  Lukas Geiger authored Nov 20, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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  a9705a29
19 Nov, 2025 2 commits
- Update `rope_scaling` to `rope_parameters` in preparation for Transformers v5 (#28542) · a8b70304
  Harry Mellor authored Nov 19, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  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>
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  3d4e7d34
18 Nov, 2025 1 commit
- [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>
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  b9489f51
15 Nov, 2025 2 commits
- [Model][Qwen3VL] Cache positional embedding indices (#28475) · 07cadab2
  Lukas Geiger authored Nov 15, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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  07cadab2
- [Model][Qwen3VL] Use `mm_position` to compute mrope positions (#28730) · f05d474c
  Lukas Geiger authored Nov 15, 2025
```
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  f05d474c
14 Nov, 2025 2 commits

[Bugfix] resolve Qwen3-VL GPTQModel quantized model loading failure (#28663) · cec275ef

GuanH authored Nov 15, 2025


Signed-off-by: GuanH <guansdrailib@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

cec275ef

[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
12 Nov, 2025 1 commit
- [Model][Qwen3VL] Simplify `get_mrope_input_positions` using numpy (#28302) · cbb799e3
  Lukas Geiger authored Nov 12, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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  cbb799e3
11 Nov, 2025 4 commits
- [LoRA][1/N]Remove LoRA extra vocab (#28382) · 9d1c4747
  Jee Jee Li authored Nov 12, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  9d1c4747
- [Model] Pass `mm_features` directly into `get_mrope_input_positions` (#28399) · afffd3cc
  Cyrus Leung authored Nov 11, 2025
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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
- [Model][Qwen3VL] Slighly speedup `fast_pos_embed_interpolate` (#28434) · 9973e6e0
  Lukas Geiger authored Nov 11, 2025
```
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
  9973e6e0