Commits · 7e6f12381092cd0b457ad10c57fa48ca73c415a7 · OpenDAS / vllm_cscc

14 Jan, 2026 1 commit

Add Molmo2 multimodal model support (#30997) · 7e6f1238

sangho.lee authored Jan 13, 2026


Signed-off-by: sanghol <sanghol@allenai.org>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

7e6f1238

13 Jan, 2026 1 commit
- [Refactor] Remove `get_encoder_dummy_data` (#32241) · eb28e806
  Cyrus Leung authored Jan 13, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  eb28e806
06 Jan, 2026 1 commit
- [Bugfix] Handle mistral tokenizer in get_hf_processor (#31817) · 309a8f66
  Cyrus Leung authored Jan 07, 2026
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  309a8f66
02 Jan, 2026 1 commit

Add Multimodal Processor Benchmark (#29105) · 1f5b7c41

Reagan Lee authored Jan 01, 2026


Signed-off-by: Reagan Lee <reaganjlee@gmail.com>
Signed-off-by: Reagan <reaganjlee@gmail.com>

1f5b7c41

19 Dec, 2025 1 commit
- Add hidden dimension validation for multimodal embedding inputs (#30968) · 4924ac58
  Wenqi Glantz authored Dec 19, 2025
```
Signed-off-by: Wenqi Glantz <wglantz@nvidia.com>
```
  4924ac58
07 Dec, 2025 2 commits
- Revert "[Renderer] Separate out `RendererConfig` from `ModelConfig` (#30145)" (#30199) · e83b7e37
  Cyrus Leung authored Dec 07, 2025
  
  e83b7e37
- [Renderer] Separate out `RendererConfig` from `ModelConfig` (#30145) · 27f4c2fd
  Cyrus Leung authored Dec 07, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  27f4c2fd
02 Dec, 2025 2 commits

[Multimodal][Core] Optimize multimodal preprocessing cache by hashing image... · 60c3d413

ImaGoodFella authored Dec 02, 2025


[Multimodal][Core] Optimize multimodal preprocessing cache by hashing image bytes instead of pixel values (#29621)
Signed-off-by: Rahul Steiger <rasteiger@ethz.ch>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

60c3d413

[Chore] Use `tokenizer.encode` and `tokenizer.decode` directly (#29851) · 68ffbca7
Cyrus Leung authored Dec 02, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
68ffbca7

01 Dec, 2025 1 commit

[Bugfix] Missing cached item in the MultiModalReceiverCache (#28525) · fc6acc88

knlnguyen1802 authored Dec 02, 2025


Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

fc6acc88

29 Nov, 2025 3 commits
- [Chore] Enable passing `tokenizer=None` into MM processor (#29724) · fe3398fa
  Cyrus Leung authored Nov 29, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  fe3398fa
- [Misc] Refactor tokenizer interface (#29693) · 34a98427
  Cyrus Leung authored Nov 29, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  34a98427
- [Bugfix] Fix O(n²) multimodal string prompt processing (#29667) · c625d7b1
  Mert Unsal authored Nov 28, 2025
```
Signed-off-by: mertunsall <mertunsal1905@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
  c625d7b1
28 Nov, 2025 1 commit
- [Optimization] Early return for `_apply_matches` and `_iter_placeholders` (#29668) · 1168768a
  Cyrus Leung authored Nov 28, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  1168768a
13 Nov, 2025 1 commit
- Rename clashing method names for vLLM model protocol (#27583) · 97d1c993
  Harry Mellor authored Nov 13, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  97d1c993
22 Oct, 2025 1 commit

[Frontend] Require flag for loading text and image embeds (#27204) · 58fab50d

Russell Bryant authored Oct 22, 2025


Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>

58fab50d

19 Oct, 2025 1 commit
- [Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) · d31f7844
  Cyrus Leung authored Oct 19, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d31f7844
17 Oct, 2025 1 commit
- [Docs] Replace `rst` style double-backtick with `md` single-backtick (#27091) · 6c9fdbf7
  Harry Mellor authored Oct 17, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  6c9fdbf7
16 Oct, 2025 2 commits
- [Chore] Separate out `vllm.utils.collections` (#26990) · d2740faf
  Cyrus Leung authored Oct 16, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d2740faf
- [Chore] Rename `utils` submodules (#26920) · f6cdc9a0
  Cyrus Leung authored Oct 16, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  f6cdc9a0
15 Oct, 2025 1 commit
- [Chore] Separate out `vllm.utils.func` (#26904) · 136a17fe
  Cyrus Leung authored Oct 15, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  136a17fe
12 Oct, 2025 1 commit
- Update `Optional[x]` -> `x | None` and `Union[x, y]` to `x | y` (#26633) · 8fcaaf6a
  Harry Mellor authored Oct 12, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  8fcaaf6a
05 Oct, 2025 2 commits
- Convert formatting to use `ruff` instead of `yapf` + `isort` (#26247) · d6953beb
  Harry Mellor authored Oct 05, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d6953beb
- [Bugfix] Always apply MM processor even when no MM items are passed (#26240) · b7e8e4e6
  Cyrus Leung authored Oct 05, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  b7e8e4e6
03 Oct, 2025 1 commit
- [Input] Remove unused `prompt` field (#26097) · 0ad9951c
  Cyrus Leung authored Oct 03, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  0ad9951c
25 Sep, 2025 1 commit
- [mypy] Further improve MM type annotations (#25654) · 12c1287d
  Cyrus Leung authored Sep 25, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  12c1287d
24 Sep, 2025 1 commit
- [Misc]] Move processing context to multimodal directory (#25548) · 6488f348
  Cyrus Leung authored Sep 24, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  6488f348
13 Sep, 2025 1 commit

[Frontend][Multimodal] Allow skipping media data when UUIDs are provided. (#23950) · 7f2ea707

Chenheli Hua authored Sep 12, 2025


Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.me>

7f2ea707

10 Sep, 2025 1 commit
- [Core] Simplify and unify mm uuid handling & auto-generated mm hash overrides processing. (#24271) · 009d689b
  Chenheli Hua authored Sep 09, 2025
```
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
```
  009d689b
31 Aug, 2025 1 commit
- [Core][Multimodal] Allow passing `multi_modal_uuids` as multimodal identifiers. (#23394) · 749be00a
  Roger Wang authored Aug 30, 2025
```
Signed-off-by: Roger Wang <hey@rogerw.io>
```
  749be00a
27 Aug, 2025 2 commits
- [Multimodal] Generate mm_hash based on request metadata when caching is turned off (#23690) · 8bf6266a
  Roger Wang authored Aug 27, 2025
```
Signed-off-by: Roger Wang <hey@rogerw.io>
```
  8bf6266a
- [Core] Use key-only cache for `BaseMultiModalProcessor` (#23018) · 69244e67
  Cyrus Leung authored Aug 27, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  69244e67
25 Aug, 2025 2 commits
- [Refactor] Pass `tokenizer` explicitly instead of binding to prompt update (#23542) · 6879cd80
  Cyrus Leung authored Aug 25, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  6879cd80
- [Refactor] Dynamic `target` and `content` for prompt updates (#23411) · 712d0f88
  Cyrus Leung authored Aug 25, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  712d0f88
21 Aug, 2025 1 commit

[Multimodal] Always enable hashing mm data (#23308) · 79f05e44

Roger Wang authored Aug 21, 2025


Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>

79f05e44

18 Aug, 2025 2 commits
- [Refactor] Get prompt updates earlier (#23097) · d3f71f12
  Cyrus Leung authored Aug 18, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d3f71f12
- [Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053) · 27e8d1ea
  Cyrus Leung authored Aug 18, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  27e8d1ea
17 Aug, 2025 1 commit
- [Refactor] Defer tensor data construction in MultiModalKwargs (#23030) · 5c32143b
  Cyrus Leung authored Aug 17, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  5c32143b
07 Aug, 2025 2 commits
- [Core] Simplify mm processing cache (#22457) · 8c9da6be
  Cyrus Leung authored Aug 08, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  8c9da6be
- [Core] Store only the keys for multi-modal data in P0 (#22198) · 766bc816
  Cyrus Leung authored Aug 07, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  766bc816