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76 Commits

Author SHA1 Message Date
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
Artus Krohn-Grimberghe
eadb4e868b [Bugfix] Avoid duplicate k-proj weight emission in helper (#34142) 
Signed-off-by: Artus KG <artuskg@gmail.com>
 2026-02-09 19:17:44 +00:00
Nicolò Lucchesi
55aeec04f5 [Bugfix] Fix Whisper tokenization (#34011) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-02-07 10:42:52 +08:00
Cyrus Leung
b10d05b8a8 [Model] Use explicit types in get_generation_prompt (#33551) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-02 12:38:49 +00:00
Cyrus Leung
88c3e114d8 [Refactor] Move MM data parsing outside processor (#33408) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-31 16:46:14 +00:00
Cyrus Leung
51550179fc [Refactor] Define MM data parser in processing info instead of processor itself (#33260) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-29 13:55:17 +08:00
Matthew Bonanni
a608b4c6c2 [5/N][Attention] Finish eliminating vllm/attention folder (#32064) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-27 10:02:51 -05:00
Patrick von Platen
3f3f89529d [Voxtral] Add new streaming arch (#32861) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-23 12:41:52 +01:00
Cyrus Leung
2b8a38b6d6 [Model] Extend collect_children and no_init_weights contexts (#32757) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-22 08:20:27 +00:00
Nicolò Lucchesi
74c583bc50 [Core] Whisper support torch.compile (#30385) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-19 10:02:31 +00:00
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
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
Matthew Bonanni
2612ba9285 [1/N][Attention] Restructure attention: move files (#31916) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-09 13:10:24 -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
Patrick von Platen
18d4e481d0 [Voxtral] Fix speech transcription api (#31388) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: Anexdeus <5142168@mail.ru>
Co-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2026-01-08 18:34:19 +08:00
Patrick von Platen
3faa8bee57 adapt voxtral (#31095) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2025-12-23 05:31:55 -08:00
Isotr0py
700a5ad6c6 [MM Encoder]: Migrate legacy ViT MultiHeadAttention to new MMEncoderAttention interface (#30684) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-19 02:04:19 +08:00
Nicolò Lucchesi
0efd9f867c [Core] Whisper Enable Encoder Batching (#29421) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-11 21:06:51 +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
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
653591d5e7 [Chore] Move tokenizer initialization methods (#29793) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-02 13:33:37 +08:00
sangbumlikeagod
092bb73b8a [Frontend] add 'verbose_json' and 'timestamp' feature on Whisper Transcription/Translation (#24209) 
Signed-off-by: sangbumlikeagod <oironese@naver.com>
Signed-off-by: sangbumlikeagod <98077576+sangbumlikeagod@users.noreply.github.com>
 2025-12-01 18:19:17 +01:00
Matthew Bonanni
430dd4d9eb [Attention] Remove imports from vllm/attention/__init__.py (#29342) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-26 10:53:15 -07:00
Russell Bryant
cca2d2cdbe [Core] Align whisper closer to other multimodal models (#27292) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-11-21 12:01:54 +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
51c599f0ec Skip models that cannot currently init on Transformers v5 (#28471) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 23:43:57 +00:00
Jee Jee Li
9d1c474704 [LoRA][1/N]Remove LoRA extra vocab (#28382) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-11 11:06:21 -08:00
Isotr0py
6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
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
Ayush Satyam
5f7e8a916a [Model] Define merge_by_field_config MM interface (U-Z) (#26261) 
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 06:45:49 +00:00
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
whx
cbf9221992 [Model] Supplement to PR 24862: Pass param prefix to LLMHead (#25805) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2025-10-03 21:34:53 +08:00
Wenlong Wang
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
Harry Mellor
61aedb5ffe MoveVllmConfig from config/__init__.py to config/vllm.py (#25271) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-29 19:49:49 -07:00
Cyrus Leung
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
Russell Bryant
37e8182bfe [v1] Add Whisper model support (encoder-decoder) (#21088) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
 2025-09-10 13:53:35 -07:00
Benji Beck
731a6940e3 Migrate whisper inputs to TensorSchema (#23505) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-09-03 18:04:00 +00:00
Nicolò Lucchesi
d46934b229 [Frontend] Gemma3n audio transcriptions/translations endpoint (#23735) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-01 18:07:46 +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
Cyrus Leung
82de9b9d46 [Misc] Automatically resolve HF processor init kwargs (#22005) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-31 22:44:10 -07:00
Sanchit Gandhi
ec02e536df [Bugfix] Relax lang pin for voxtral (#21833) 
Signed-off-by: Sanchit Gandhi <sgandhi3141@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-07-30 20:38:52 -07:00
Patrick von Platen
e7e3e6d263 Voxtral (#20970) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-07-15 07:35:30 -07:00
Nicolò Lucchesi
020f58abcd [Core] Support multiple tasks per model (#20771) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-12 19:40:11 -07:00
Nicolò Lucchesi
3c7d942da8 [Frontend] Abstract prompt and SpeechToTextConfig for transcriptions models (#20637) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-07-11 21:33:26 -07:00
Isotr0py
01cae37713 [CI/Build] Ensure compatability with Transformers v4.53 (#20541) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-07-11 20:53:07 -07:00
sangbumlikeagod
9e5452ee34 [Bug][Frontend] Fix structure of transcription's decoder_prompt (#18809) 
Signed-off-by: sangbumlikeagod <oironese@naver.com>
 2025-07-04 11:28:07 +00:00
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