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89 Commits
Author SHA1 Message Date
Harry MellorandClaude Opus 5 8a5cf54387 [Multimodal] Type dummy options per modality (#57576) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-18 17:29:11 +01:00
Harry MellorandClaude Opus 5 8c1557a79c Add pydocstyle to the ruff rules (#52136) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-16 16:44:29 +00:00
linitra24 9d4d9aa5bc [LoRA][Refactor] Unify multimodal LoRA token count hooks (#55071) 
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
 2026-09-14 13:19:15 +00:00
SunandIsotr0py a1541f5742 [Perf] Use SDPA for BLIP-2 Q-Former attention (#55285) 
Signed-off-by: levius <2114377220@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
 2026-09-06 07:04:19 +00:00
Cyrus Leung 0b19ebcacd [MM] Simplify _apply_hf_processor_main (#53275) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-08-22 01:49:37 -07:00
linitra24 e85d1b69cf [Bugfix][LoRA] Use an explicit capability flag for tower connector LoRA (#53092) 
Signed-off-by: linitra24 <Joy25810@foxmail.com>
 2026-08-21 09:45:54 +00:00
Cyrus Leung b00f475f09 [MM] Remove text components from ProcessorInputs (#53093) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-08-20 20:42:53 -07:00
Wentao Ye adc3e03517 [Mypy Fix] Mypy fix for "vllm/model_executor/models/[aA][bB]" (#48977) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-08-06 19:30:15 +00:00
Cyrus Leung 9efdddca28 [Model] Fix missing maybe_prefix (#42280) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-05-11 09:04:06 +00:00
Cyrus Leung ba2f0acc2d [Misc] Reorganize inputs (#35182) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-25 10:22:54 -07:00
Cyrus Leung 987506bca6 [Refactor] Simplify dummy data generation (#35025) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-22 20:55:27 -08:00
Isotr0py 0ab06100f4 [Multimodal] Expose mm_processor_kwargs for DummyInputsBuilder (#34330) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-11 09:37:40 -08:00
Harry Mellor 40b8f55358 [Docs] Reduce time spent generating API docs (#34255) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-11 02:56:02 -08:00
Cyrus Leung dcd80206b7 [Chore] Update type annotation of input_ids in model forward (#33063) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 06:02:10 -08:00
Cyrus Leung b75e85dede [1/N] Initialize MM components in context managers (A-D) (#32632) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 14:12:42 +08:00
Cyrus Leung 9ea07b41da [1/N] Reorganize multimodal processing code (#32327) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-14 15:25:31 +00:00
Qiping Pan a2ad15c070 [Model] Enable LoRA support for BLIP2 (#31620) 
Signed-off-by: Qiping Pan <panqiping@outlook.com>
 2026-01-05 08:02:24 +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
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
Harry Mellor 8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Harry Mellor d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Wenlong WangandHarry Mellor 79aa244678 [Multi Modal] Configurable MM Profiling (#25631) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-03 03:59:10 -07:00
Cyrus Leung 7d6fb905d9 [Model] Use merge_by_field_config for MM models (A-C) (#26073) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-02 08:17:31 -07:00
Isotr0py bd51f78e39 [V0 Deprecation][Models] Remove all V0 condition for mm embeddings merge (#25331) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-09-29 14:09:18 +08:00
Cyrus LeungNickLuccheRoger Wang
 		27d7638b94 [Bugfix] Merge MM embeddings by index instead of token IDs (#16229) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-09-27 08:15:12 +00:00
Woosuk Kwon 1c3ffdbecc [V0 Deprecation] Remove V0 sampling metadata (#25345) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-21 10:37:11 -07:00
samzong 138f0d1e75 [Docs] add __init__.py to vllm/model_executor/layers/quantization/compressed_tensors/transform (#24974) 
Signed-off-by: samzong <samzong.lu@gmail.com>
 2025-09-19 18:32:27 +00:00
Hyogeun Oh (오효근) 41f17bf290 [Docs] Fix warnings in mkdocs build (continued) (#24740) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
 2025-09-12 06:43:15 -07:00
damon 04d0c60770 [Bugfix] Fix the issue that Blip2ForConditionalGeneration' object has… (#24028) 
Signed-off-by: Dazhi Jiang <dazhi_jiang@163.com>
 2025-09-02 11:54:20 +08:00
Cyrus Leung 27e8d1ea3e [Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-18 09:52:00 +00:00
Benji Beck ccf27cc4d4 Migrate Blip2ImagePixelInputs and Blip2ImageEmbeddingInputs to TensorSchema (#21656) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-27 10:33:52 +08:00
Cyrus Leung b024a42e93 [Core] Move multimodal placeholder from chat utils to model definition (#20355) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-03 08:18:30 +00:00
Kyle Sayers d8cf819a9a [Core] [Bugfix] [Multimodal] Fix multimodal profiling and generation for SFT/PTQed models (#20058) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-06-30 17:26:49 +00:00
Russell Bryant 14fdd21d39 [Core] More fixes to MultiModalEmbeddings type handling (#19715) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-06-18 22:48:29 +00:00
Russell Bryant 90f9c2eb5c [V1] Change return type on get_multimodal_embeddings() (#19446) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-06-16 13:32:15 -04:00
Simon Mo 02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Harry Mellor a1fe24d961 Migrate docs from Sphinx to MkDocs (#18145) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-23 02:09:53 -07:00
Harry Mellor 26d0419309 Update deprecated type hinting in models (#18132) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-14 22:06:50 -07:00
Harry Mellor d6484ef3c3 Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -07:00
Alex Brooks fa93cd9f60 [Model] Add Granite Speech Support (#16246) 
Signed-off-by: Alex-Brooks <Alex.brooks@ibm.com>
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
 2025-04-28 10:05:00 +00:00
Woosuk Kwon b411418ff0 [Chore] Remove Sampler from Model Code (#17084) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-24 02:49:33 -07:00
Cyrus Leung 56d4aefa33 [VLM] Avoid unnecessary dummy multimodal data during processing (#16416) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-10 19:32:14 +00:00
Cyrus Leung 83b824c8b4 [VLM] Remove BaseProcessingInfo.get_mm_max_tokens_per_item (#16408) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-10 09:06:58 -07:00
Nicolò Lucchesi d55244df31 [Model] Add SupportsMultiModal.get_language_model interface (#16007) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-04-09 04:12:54 -07:00
Kyle Sayers 421c462948 [SupportsQuant] Bert, Blip, Blip2, Bloom (#15573) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-04-03 08:23:19 -07:00
Cyrus Leung ab656f2c2f [Bugfix] Loosen type check to avoid errors in V1 (#15021) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-18 12:54:40 +00:00
Cyrus Leung 601bd3268e [Misc] Clean up type annotation for SupportsMultiModal (#14794) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-14 00:59:56 -07:00
lkchen b3cf368d79 [V1][Molmo] Fix get_multimodal_embeddings() in molmo.py (#14161) 2025-03-04 15:43:59 +00:00
Cyrus Leung f7bee5c815 [VLM][Bugfix] Enable specifying prompt target via index (#14038) 2025-02-28 07:35:55 -08:00
Cyrus Leung f1579b229d [VLM] Generalized prompt updates for multi-modal processor (#13964) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-02-27 17:44:25 +00:00