Commits · 57f94e88ea1ed2e48ea8ea9b01e9591f0d79557b · OpenDAS / vllm_cscc

12 Sep, 2025 2 commits
- [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
- [Multi Modal] Add FA3 in VIT (#24347) · 72fc8aa4
  Wenlong Wang authored Sep 12, 2025
```
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
```
  72fc8aa4
08 Sep, 2025 1 commit
- [Model] Remove unnecessary CUDA sync of Qwen2VL image and video preprocess (#24334) · 60f0843e
  Chatcharin Sangbutsarakum authored Sep 08, 2025
```
Signed-off-by: Win <chatcharinsang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
  60f0843e
07 Sep, 2025 1 commit

Migrate Qwen2 inputs to TensorSchema (#23475) · 37a6fa95

Benji Beck authored Sep 06, 2025


Signed-off-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

37a6fa95

06 Sep, 2025 1 commit
- [Multimodal] Improve max video embedding length estimation in V1 (#24312) · eddaafc1
  Roger Wang authored Sep 06, 2025
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Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Roger Wang <hey@rogerw.me>
```
  eddaafc1
22 Aug, 2025 1 commit

[BugFix] Fix the issue where image embeddings were incorrectly split.… (#23366) · 424fb7a5

bppps authored Aug 23, 2025


Signed-off-by: bppps <bpppsaka@gmail.com>
Co-authored-by: zouyu.zzx <zouyu.zzx@alibaba-inc.com>
Co-authored-by: bppps <bpppsaka@gmail.com>

424fb7a5

19 Aug, 2025 1 commit

[FEAT] [Performance] Enable DP for ViT in Qwen2.5VL (#22742) · 1298c677

TJian authored Aug 19, 2025


Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

1298c677

18 Aug, 2025 1 commit
- [Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053) · 27e8d1ea
  Cyrus Leung authored Aug 18, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  27e8d1ea
17 Aug, 2025 1 commit
- [Misc] Remove dead return (#23061) · c55bc1db
  Woosuk Kwon authored Aug 17, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  c55bc1db
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>

08b751ba

06 Aug, 2025 1 commit

Update transformers to `v4.55` (#21931) · 796bae07

Harry Mellor authored Aug 06, 2025


Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>

796bae07

02 Aug, 2025 1 commit

[FEAT][ROCm] Enable running Flash Attention as ViT attn backend for Qwen-VL... · d3a6f212

vllmellm authored Aug 02, 2025


[FEAT][ROCm] Enable running Flash Attention as ViT attn backend for Qwen-VL models on ROCm platform. (#22069)
Signed-off-by: tjtanaavllm <tunjian.tan@amd.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>

d3a6f212

01 Aug, 2025 1 commit
- [Misc] Automatically resolve HF processor init kwargs (#22005) · 82de9b9d
  Cyrus Leung authored Aug 01, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  82de9b9d
08 Jul, 2025 1 commit
- [Core] Rename `get_max_tokens_per_item` for backward compatibility (#20630) · 32dffc27
  Cyrus Leung authored Jul 09, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  32dffc27
03 Jul, 2025 1 commit
- [Core] Move multimodal placeholder from chat utils to model definition (#20355) · b024a42e
  Cyrus Leung authored Jul 03, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  b024a42e
30 Jun, 2025 1 commit
- [Core] [Bugfix] [Multimodal] Fix multimodal profiling and generation for SFT/PTQed models (#20058) · d8cf819a
  Kyle Sayers authored Jun 30, 2025
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
```
  d8cf819a
21 Jun, 2025 2 commits

[Multimodal] Optimize Qwen2/2.5-VL startup time (#19756) · 2c5302fa

Woosuk Kwon authored Jun 21, 2025


Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Roger Wang <hey@rogerw.me>

2c5302fa

[New model support]Support Tarsier2 (#19887) · c3bf9bad
汪志鹏 authored Jun 21, 2025
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Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
```
c3bf9bad

19 Jun, 2025 1 commit
- [Bugfix] Fix the linter (#19826) · b1098b40
  Lu Fang authored Jun 19, 2025
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Signed-off-by: Lu Fang <lufang@fb.com>
```
  b1098b40
18 Jun, 2025 2 commits
- [Multimodal] Use fast processor for Qwen2/2.5-VL (#19789) · d49adea1
  Woosuk Kwon authored Jun 18, 2025
  
  d49adea1
- [Core] More fixes to MultiModalEmbeddings type handling (#19715) · 14fdd21d
  Russell Bryant authored Jun 18, 2025
```
Signed-off-by: Russell Bryant <rbryant@redhat.com>
```
  14fdd21d
16 Jun, 2025 1 commit
- [V1] Change return type on get_multimodal_embeddings() (#19446) · 90f9c2eb
  Russell Bryant authored Jun 16, 2025
```
Signed-off-by: Russell Bryant <rbryant@redhat.com>
```
  90f9c2eb
14 Jun, 2025 1 commit
- [Bugfix] Fix auto dtype casting for BatchFeature (#19316) · 2db9044a
  Isotr0py authored Jun 14, 2025
```
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  2db9044a
03 Jun, 2025 2 commits
- [Misc] Add SPDX-FileCopyrightText (#19100) · 02f0c7b2
  Simon Mo authored Jun 03, 2025
```
Signed-off-by: simon-mo <simon.mo@hey.com>
```
  02f0c7b2
- [Misc] Update `WeightsMapper` for qwen2-vl/qwen2.5-vl (#19054) · ec2dcd80
  Isotr0py authored Jun 03, 2025
```
Signed-off-by: Isotr0py <2037008807@qq.com>
```
  ec2dcd80
01 Jun, 2025 1 commit

[LoRA] Support dynamically initialize `packed_modules_mapping` for VLM with... · a35ca765

Isotr0py authored Jun 01, 2025


[LoRA] Support dynamically initialize `packed_modules_mapping` for VLM with arbitrary components (#18987)
Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <2037008807@qq.com>

a35ca765

15 May, 2025 1 commit
- Update deprecated type hinting in `models` (#18132) · 26d04193
  Harry Mellor authored May 15, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  26d04193
08 May, 2025 1 commit
- [Bugfix] `use_fast` failing to be propagated to Qwen2-VL image processor (#17838) · 015815fe
  Cyrus Leung authored May 08, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  015815fe
07 May, 2025 1 commit
- [Misc] Use `apply_rotary_emb` from vllm_flash_attn for Qwen2-VL vision RoPE (#17726) · c3e9d506
  Isotr0py authored May 07, 2025
```
Signed-off-by: Isotr0py <2037008807@qq.com>
```
  c3e9d506
29 Apr, 2025 1 commit
- [Misc] Move config fields to MultiModalConfig (#17343) · ebb3930d
  Cyrus Leung authored Apr 29, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  ebb3930d
27 Apr, 2025 1 commit
- [Bugfix] Fix QWen2 VL multimodal mapping (#17240) · 4283a28c
  Jee Jee Li authored Apr 27, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  4283a28c
24 Apr, 2025 1 commit
- [Chore] Remove Sampler from Model Code (#17084) · b411418f
  Woosuk Kwon authored Apr 24, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  b411418f
12 Apr, 2025 1 commit
- [V1] Enable multi-input by default (#15799) · d9fc8cd9
  Cyrus Leung authored Apr 12, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d9fc8cd9
10 Apr, 2025 2 commits
- [VLM] Avoid unnecessary dummy multimodal data during processing (#16416) · 56d4aefa
  Cyrus Leung authored Apr 11, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  56d4aefa
- [VLM] Remove `BaseProcessingInfo.get_mm_max_tokens_per_item` (#16408) · 83b824c8
  Cyrus Leung authored Apr 11, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  83b824c8
09 Apr, 2025 1 commit
- [Model] Add `SupportsMultiModal.get_language_model` interface (#16007) · d55244df
  Nicolò Lucchesi authored Apr 09, 2025
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Signed-off-by: NickLucche <nlucches@redhat.com>
```
  d55244df
30 Mar, 2025 1 commit
- [V1] Override `mm_counts` for dummy data creation (#15703) · 803d5c35
  Cyrus Leung authored Mar 30, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  803d5c35
21 Mar, 2025 1 commit
- [Misc] Add attention mask pre-computation optimization back to Qwen2.5-VL (#15273) · 47c71262
  Isotr0py authored Mar 21, 2025
```
Signed-off-by: Isotr0py <2037008807@qq.com>
```
  47c71262
14 Mar, 2025 1 commit
- [Misc] Clean up type annotation for `SupportsMultiModal` (#14794) · 601bd326
  Cyrus Leung authored Mar 14, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  601bd326
11 Mar, 2025 1 commit
- [Perf]:Optimize qwen2-vl to reduce cudaMemcpyAsync (#14377) · 70b808fe
  yexin(叶鑫) authored Mar 11, 2025
```
Signed-off-by: cynthieye <987073381@qq.com>
```
  70b808fe