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387 Commits
Author SHA1 Message Date
Cyrus Leung eb28e8068d [Refactor] Remove get_encoder_dummy_data (#32241) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-13 09:21:23 +00:00
Isotr0py cee7436a26 [Misc] Make scipy as optional audio/benchmark dependency (#32096) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-11 00:18:57 -08:00
Jeremy Teboul 657e9c0e18 [Fix] Introduce audio channels spec (#31595) 
Signed-off-by: Jeremy Teboul <jeremyte@meta.com>
 2026-01-09 19:34:51 +00:00
Roger Wang db07433ce5 [Misc] Skip hashing kwargs if value is None (#32025) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-01-09 13:20:59 +00:00
prashanth058 d3235cb503 [Fix] Enable mm_processor_cache with vision LoRA (#31927) 
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
 2026-01-08 15:31:51 +08:00
Ning Xie c907d22158 [refactor] refactor memory constants usage (#31865) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2026-01-07 18:37:31 +00:00
vSeamar 6f351548b2 [Frontend] Implement robust video frame recovery for corrupted videos (#29197) 
Signed-off-by: cmartinez <cmartinez@roblox.com>
Signed-off-by: vSeamar <cmartinez@roblox.com>
 2026-01-07 01:13:24 +00:00
Cyrus Leung 309a8f66ee [Bugfix] Handle mistral tokenizer in get_hf_processor (#31817) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-07 07:46:56 +08:00
Nikhil G ada6f91d56 Fix RecursionError in MediaWithBytes unpickling (#31191) 
Signed-off-by: Nikhil Ghosh <nikhil@anyscale.com>
 2026-01-06 20:11:26 +00:00
maangCyrus LeungWentao Ye
 		d386ab1412 [Docs] Improve malformed exception caused by backslash line continuations (#31694) 
Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-01-05 17:51:54 -08:00
Reagan Lee 1f5b7c41c3 Add Multimodal Processor Benchmark (#29105) 
Signed-off-by: Reagan Lee <reaganjlee@gmail.com>
Signed-off-by: Reagan <reaganjlee@gmail.com>
 2026-01-01 19:26:53 -08:00
Nick Hill 3b312fb792 [Minor] Various small code cleanups/simplifications (#31508) 
Signed-off-by: njhill <nickhill123@gmail.com>
 2025-12-29 22:42:06 -08:00
Cyrus Leung 09dc7c690c [Chore][1/2] Drop v0.14 deprecations (#31285) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-24 09:54:01 -08:00
Cyrus Leung bb62dda2c3 [Misc] Introduce encode_*_url utility function (#31208) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-23 13:45:21 +00:00
Wenqi Glantz 4924ac582c Add hidden dimension validation for multimodal embedding inputs (#30968) 
Signed-off-by: Wenqi Glantz <wglantz@nvidia.com>
 2025-12-19 07:59:36 +00:00
Roger WangandSun Kim f5f51e5931 [Core][MM] Optimize encoder cache manager by operating with embeddings only (#30475) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Sun Kim <sunytokki@gmail.com>
 2025-12-16 14:18:17 -08:00
Wenqi Glantz 84e23d103d additional protection for CVE-2025-62164 (#30649) 
Signed-off-by: Wenqi Glantz <wglantz@nvidia.com>
 2025-12-15 03:07:10 +00:00
Drew Botwinick 5b64ac21f9 [Bugfix] Update get_processor_data to use get_all method (#30583) 
Signed-off-by: Drew Botwinick <6953152+dbotwinick@users.noreply.github.com>
 2025-12-14 21:19:20 +08:00
jeremyteboulandJeremy Teboul 4515eb1a0b [Fix] Update lazing loading of video loader backend (#30444) 
Signed-off-by: Jeremy Teboul <jeremyteboul@fb.com>
Co-authored-by: Jeremy Teboul <jeremyteboul@fb.com>
 2025-12-11 10:14:57 +00:00
Cyrus Leung 253305d5b2 [Chore] Delay recent deprecations (#30398) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-10 17:48:38 +00:00
Isotr0py b952f4d3c3 [v1] Add PrefixLM support to FlexAttention backend (#27938) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-07 15:51:36 +00:00
Cyrus Leung e83b7e379c Revert "[Renderer] Separate out RendererConfig from ModelConfig (#30145)" (#30199) 2025-12-07 00:00:22 -08:00
Cyrus Leung 27f4c2fd46 [Renderer] Separate out RendererConfig from ModelConfig (#30145) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 23:15:42 -08:00
Cyrus Leung 671427efbf [Model] Move multimodal_cpu_fields definition to field config (#30181) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 13:40:02 +00:00
Cyrus Leung c46b932df2 [Chore] Deprecate SupportsMultiModal.merge_by_field_config (#30170) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 07:57:28 +00:00
Cyrus Leung b286a311c2 [Chore] Deprecate merge_by_field_config arg (#30035) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-04 17:21:24 +00:00
Cyrus Leung 9ae2f60374 [Misc] Various cleanups for MM input processing (#29970) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-04 06:22:20 +00:00
Roger Wang 787b84a9fc [Bugfix] Follow-up fix on MediaWithBytes (#29951) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-12-03 10:42:49 +00:00
Cyrus Leung bbfb55c29e [Misc] Allow fetch_* utils to access local files by default (#29932) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-03 15:49:34 +08:00
Roger Wangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 4dd7978374 [Bugfix] Fix regression on pooling models from PR#29621 (#29921) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-03 10:33:45 +08:00
ImaGoodFellaandCyrus Leung 60c3d413af [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>
 2025-12-02 21:49:02 +08:00
Cyrus Leung 68ffbca7e4 [Chore] Use tokenizer.encode and tokenizer.decode directly (#29851) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-02 12:30:40 +00:00
Cyrus Leung 653591d5e7 [Chore] Move tokenizer initialization methods (#29793) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-02 13:33:37 +08:00
knlnguyen1802Chenguang ZhengCyrus LeungCyrus Leung
 		fc6acc88ca [Bugfix] Missing cached item in the MultiModalReceiverCache (#28525) 
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>
 2025-12-01 10:18:07 -08:00
Cyrus Leung fe3398fab2 [Chore] Enable passing tokenizer=None into MM processor (#29724) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 06:25:10 -08:00
Cyrus Leung 34a984274e [Misc] Refactor tokenizer interface (#29693) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 04:02:21 -08:00
Mert UnsalandRoger Wang c625d7b1c6 [Bugfix] Fix O(n²) multimodal string prompt processing (#29667) 
Signed-off-by: mertunsall <mertunsal1905@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-11-28 16:10:39 -08:00
Cyrus Leungandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 7675ba30de [Misc] Remove redundant ClassRegistry (#29681) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-28 15:24:47 -08:00
Cyrus Leung 1168768a2d [Optimization] Early return for _apply_matches and _iter_placeholders (#29668) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-28 13:26:47 +00:00
Canlin Guo 7d6da483b0 [Minor][Clean] Remove the legacy assertion in video (#29150) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2025-11-20 23:52:34 -08:00
jeremyteboulandJeremy Teboul 0730414999 [Core] Add audio_embeds support to chat completions (#29059) 
Signed-off-by: Jeremy Teboul <jeremyteboul@fb.com>
Co-authored-by: Jeremy Teboul <jeremyteboul@fb.com>
 2025-11-21 11:39:47 +08:00
Wentao Ye 56669c1f29 [CI] Fix mypy for vllm/v1/worker (#29037) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-21 11:36:07 +08:00
Canlin Guoand凌葭 fe25772aa9 [Bugfix] Handle broken frames in video loading (#29001) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: 凌葭 <lvjiang.lj@alibaba-inc.com>
Co-authored-by: 凌葭 <lvjiang.lj@alibaba-inc.com>
 2025-11-20 04:38:12 +00:00
Didier Durand 09540cd918 [Doc]: fix typos in various files (#29010) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-11-19 04:56:21 -08:00
tingtinggithub cb15ee28db Allow Gemma3 to take image embeddings (#28483) 
Signed-off-by: tingtinggithub <streamttt@gmail.com>
 2025-11-15 04:18:08 -08:00
Harry Mellor 97d1c99302 Rename clashing method names for vLLM model protocol (#27583) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 19:14:33 -08:00
Cyrus Leung afffd3cc8a [Model] Pass mm_features directly into get_mrope_input_positions (#28399) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-11 21:14:48 +08:00
Lukas Geiger e0919f331d [Core][MM] Add mechanism to configure multimodal fields which should stay on CPU (#28168) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-07 12:14:29 +00:00
Lukas Geiger 80679f108f [Core][MM] Use non-blocking CPU-GPU copy of multimodal data (#28141) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-06 04:05:12 +00:00
wangxiyuan 428bc7bf1c [V0 deprecation] Remove VLLM_USE_V1 usage in most modules (#27955) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-11-04 20:51:16 -08:00