Commits · 4d4061b6e73d82f7e561fff64c2bd914d66ebaff · OpenDAS / vllm_cscc

13 Aug, 2025 1 commit
- Fix Transformers backend tensor parallel for multimodal models (#22673) · d0a63015
  Harry Mellor authored Aug 13, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d0a63015
11 Aug, 2025 1 commit
- Support more parallel styles in Transformers backend TP (#22651) · 458e74eb
  Harry Mellor authored Aug 11, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  458e74eb
10 Aug, 2025 1 commit
- Refactor sliding window configuration to Transformers best practice (#21927) · c4984839
  Harry Mellor authored Aug 10, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  c4984839
07 Aug, 2025 1 commit
- [Core] Simplify mm processing cache (#22457) · 8c9da6be
  Cyrus Leung authored Aug 08, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  8c9da6be
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

01 Aug, 2025 2 commits
- Enable headless models for pooling in the Transformers backend (#21767) · 38c8bce8
  Harry Mellor authored Aug 01, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  38c8bce8
- [Misc] Automatically resolve HF processor init kwargs (#22005) · 82de9b9d
  Cyrus Leung authored Aug 01, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  82de9b9d
24 Jul, 2025 1 commit
- Deduplicate Transformers backend code using inheritance (#21461) · dde295a9
  Harry Mellor authored Jul 24, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  dde295a9
23 Jul, 2025 1 commit
- Simplify weight loading in Transformers backend (#21382) · f154bb9f
  Harry Mellor authored Jul 23, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  f154bb9f
22 Jul, 2025 2 commits
- [Bugfix] Decode Tokenized IDs to Strings for `hf_processor` in `llm.chat()`... · 2226d5bd
  Aritra Roy Gosthipaty authored Jul 22, 2025
```
[Bugfix] Decode Tokenized IDs to Strings for `hf_processor` in `llm.chat()` with `model_impl=transformers` (#21353)
Signed-off-by: ariG23498 <aritra.born2fly@gmail.com>
```
  2226d5bd
- [feat] Enable mm caching for transformers backend (#21358) · f38ee34a
  Raushan Turganbay authored Jul 22, 2025
```
Signed-off-by: raushan <raushan@huggingface.co>
```
  f38ee34a
20 Jul, 2025 1 commit

[Model] Support VLMs with transformers backend (#20543) · 9499e26e

Raushan Turganbay authored Jul 20, 2025


Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

9499e26e

01 Jul, 2025 1 commit
- [Quant] [Bugfix] Fix quantization config matching with `hf_to_vllm_mapper` (#20046) · 9025a9a7
  Kyle Sayers authored Jul 01, 2025
  
  9025a9a7
03 Jun, 2025 1 commit
- [Misc] Add SPDX-FileCopyrightText (#19100) · 02f0c7b2
  Simon Mo authored Jun 03, 2025
```
Signed-off-by: simon-mo <simon.mo@hey.com>
```
  02f0c7b2
23 May, 2025 2 commits
- [Bugfix] Migrate to REGEX Library to prevent catastrophic backtracking (#18454) · 4fc1bf81
  Feng XiaoLong authored May 24, 2025
```
Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Co-authored-by: Crucifixion-Fxl <xmufxl@gmail.com>
```
  4fc1bf81
- Enable hybrid attention models for Transformers backend (#18494) · 4b0da7b6
  Harry Mellor authored May 23, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  4b0da7b6
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
29 Apr, 2025 1 commit
- Transformers backend tweaks (#17365) · 900edfa8
  Harry Mellor authored Apr 29, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  900edfa8
28 Apr, 2025 1 commit
- Support loading transformers models with named parameters (#16868) · 6e74fd49
  Alex Wu authored Apr 28, 2025
```
Signed-off-by: Alex <alexwu@character.ai>
```
  6e74fd49
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
19 Apr, 2025 1 commit

[Model][VLM] Add Qwen2.5-Omni model support (thinker only) (#15130) · 2c1bd848

Yang Fan authored Apr 19, 2025


Signed-off-by: fyabc <suyang.fy@alibaba-inc.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Xiong Wang <wangxiongts@163.com>

2c1bd848

01 Apr, 2025 1 commit
- Rename fallback model and refactor supported models section (#15829) · a76f547e
  Harry Mellor authored Apr 01, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  a76f547e
26 Mar, 2025 4 commits

Fix weight loading for some models in Transformers backend (#15544) · 0af4d764
Harry Mellor authored Mar 26, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
0af4d764
Improve validation of TP in Transformers backend (#15540) · c091c0a5
Harry Mellor authored Mar 26, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
c091c0a5

Separate base model from `TransformersModel` (#15467) · cf5c8f16

Harry Mellor authored Mar 26, 2025


Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

cf5c8f16

Transformers backend already supports V1 (#15463) · e42389f9
Harry Mellor authored Mar 26, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
e42389f9

25 Mar, 2025 1 commit

Add pipeline parallel support to `TransformersModel` (#12832) · 97cfa65d

Harry Mellor authored Mar 25, 2025


Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>

97cfa65d

05 Mar, 2025 1 commit
- [LoRA] Remove linear hack outside transformers backend (#14177) · e17e4488
  Isotr0py authored Mar 05, 2025
```
Signed-off-by: Isotr0py <2037008807@qq.com>
```
  e17e4488
03 Mar, 2025 1 commit
- Fix `head_dim` not existing in all model configs (Transformers backend) (#14141) · 91373a0d
  Harry Mellor authored Mar 03, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  91373a0d
02 Mar, 2025 1 commit
- [Model] Add LoRA support for TransformersModel (#13770) · cc5e8f6d
  Jee Jee Li authored Mar 02, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  cc5e8f6d
25 Feb, 2025 1 commit
- Remove unused kwargs from model definitions (#13555) · cdc1fa12
  Harry Mellor authored Feb 25, 2025
  
  cdc1fa12
22 Feb, 2025 1 commit
- [Misc] Reduce LoRA-related static variable (#13166) · 105b8ce4
  Jee Jee Li authored Feb 22, 2025
  
  105b8ce4
18 Feb, 2025 1 commit
- [Model] Enable quantization support for `transformers` backend (#12960) · 67ef8f66
  Isotr0py authored Feb 18, 2025
  
  67ef8f66
11 Feb, 2025 1 commit
- Set `torch_dtype` in `TransformersModel` (#13088) · ad977635
  Harry Mellor authored Feb 11, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  ad977635
06 Feb, 2025 1 commit
- Improve `TransformersModel` UX (#12785) · 1a6fcad4
  Harry Mellor authored Feb 06, 2025
  
  1a6fcad4
05 Feb, 2025 1 commit
- Refactor `Linear` handling in `TransformersModel` (#12727) · 249824c3
  Harry Mellor authored Feb 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  249824c3
03 Feb, 2025 2 commits

[Misc] Fix improper placement of SPDX header in scripts (#12694) · 33e0602e
Russell Bryant authored Feb 03, 2025
```
Signed-off-by: Russell Bryant <rbryant@redhat.com>
```
33e0602e

[Model]: Add `transformers` backend support (#11330) · a1a2aaad

Arthur authored Feb 03, 2025

# Adds support for `transformers` as a backend

Following https://github.com/huggingface/transformers/pull/35235

, a
bunch of models should already be supported, we are ramping up support
for more models.

Thanks @Isotr0py for the TP support, and @hmellor for his help as well!
This includes: 
- `trust_remote_code=True` support: any model on the hub, if it
implements attention the correct way can be natively supported!!
- tensor parallel support

---------
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <41363108+Isotr0py@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

a1a2aaad