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48 Commits

Author SHA1 Message Date
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
Nicolò Lucchesi
daceac57c7
[Frontend] Generalize v1/audio/transcriptions endpoint (#20179) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-06-28 08:15:26 -07:00
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
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
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
Isotr0py
fc0f87768a
[Bugfix] Make dummy encoder prompt padding alternative and add missing warnings (#16129) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-04-07 04:07:15 +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
Tyler Michael Smith
4f5b059f14
Clean up unused padding_idx variables across many model definitions (#13240) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-03-04 21:27:00 +00:00
lkchen
b3cf368d79
[V1][Molmo] Fix get_multimodal_embeddings() in molmo.py (#14161) 2025-03-04 15:43:59 +00:00
Isotr0py
fdcc405346
[Doc] Consolidate whisper and florence2 examples (#14050) 2025-02-28 22:49:15 -08:00
Roger Wang
6c85da3a18
[V1]SupportsV0Only protocol for model definitions (#13959) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-02-27 20:02:15 -05:00
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
Isotr0py
7864875879
[Bugfix] Fix qwen2.5-vl overflow issue (#13968) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-02-27 17:30:39 +00:00
Harry Mellor
cdc1fa12eb
Remove unused kwargs from model definitions (#13555) 2025-02-24 17:13:52 -08:00
Isotr0py
ba5106e519
[LMM] Implement merged multimodal processor for whisper (#13278) 2025-02-23 01:46:03 -08:00
Cyrus Leung
377d10bd14
[VLM][Bugfix] Pass processor kwargs properly on init (#13516) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-02-19 13:13:50 +00:00
Nicolò Lucchesi
d84cef76eb
[Frontend] Add /v1/audio/transcriptions OpenAI API endpoint (#12909) 2025-02-13 07:23:45 -08:00
Jee Jee Li
96b23621c1
[Misc] Add BNB quantization for Whisper (#12381) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-02-04 16:27:36 +08:00
Russell Bryant
e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-02 11:58:18 -08:00
Michael Goin
bd02164cf9
Bugfix for whisper quantization due to fake k_proj bias (#12524) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2025-01-29 04:49:03 +00:00
Isotr0py
c5b4b11d7f
[Bugfix] Fix k_proj's bias for whisper self attention (#12342) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-23 10:15:33 +00:00
Roger Wang
0f3f3c86ec
[Bugfix] Update attention interface in Whisper (#11784) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-01-07 04:36:24 +00:00
Aurick Qiao
e1a5c2f0a1
[Model] Whisper model implementation (#11280) 
Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com>
 2025-01-03 16:39:19 +08:00