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95 Commits

Author SHA1 Message Date
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
Isotr0py
e936e401de
[Bugfix] Fix processor initialization in transformers 4.53.0 (#20244) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-06-30 10:16:16 +00:00
Isotr0py
2db9044ab6
[Bugfix] Fix auto dtype casting for BatchFeature (#19316) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-06-14 15:13:08 +00:00
Lukas Geiger
1409ef9134
[Core] Cast multimodal input in hf processor (#18862) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-06-03 20:24:56 -07:00
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
Hyogeun Oh (오효근)
a68e293cb9
[Doc] Convert Sphinx directives ( {class}, {meth}, {attr}, ...) to MkDocs format for better documentation linking (#18663) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
 2025-05-27 01:44:20 -07:00
Nan Qin
221cfc2fea
Feature/vllm/input embedding completion api (#17590) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Nan2018 <nan@protopia.ai>
Co-authored-by: 临景 <linjing.yx@alibaba-inc.com>
Co-authored-by: Bryce1010 <bryceyx@gmail.com>
Co-authored-by: Andrew Sansom <andrew@protopia.ai>
Co-authored-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-05-18 20:18:05 -07:00
Zhonghua Deng
fadb8d5c2d
[Bugfix]Change the exception thrown by call_hf_processor from RuntimeError to ValueError (#18181) 
Signed-off-by: Abatom <abzhonghua@gmail.com>
 2025-05-15 09:01:47 -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
Cyrus Leung
46fae69cf0
[Misc] V0 fallback for --enable-prompt-embeds (#17615) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-03 22:59:24 +00:00
Cyrus Leung
887d7af882
[Core] Gate prompt_embeds behind a feature flag (#17607) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-04 00:19:20 +08:00
Cyrus Leung
cb234955df
[Misc] Clean up input processing (#17582) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-02 08:11:53 -07:00
Andrew Sansom
cc2a77d7f1
[Core] [Bugfix] Add Input Embeddings (#15428) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: 临景 <linjing.yx@alibaba-inc.com>
Co-authored-by: Bryce1010 <bryceyx@gmail.com>
Co-authored-by: Nan2018 <nan@protopia.ai>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-02 01:06:39 -07:00
Marko Rosenmueller
77073c77bc
[Core] Prevent side-channel attacks via cache salting (#17045) 
Signed-off-by: Marko Rosenmueller <5467316+dr75@users.noreply.github.com>
 2025-04-30 20:27:21 +08:00
Gabriel Marinho
1c2bc7ead0
Truncation control for embedding models (#14776) 
Signed-off-by: Gabriel Marinho <gmarinho@ibm.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
 2025-04-30 09:24:57 +08:00
Cyrus Leung
ebb3930d28
[Misc] Move config fields to MultiModalConfig (#17343) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-29 06:37:21 +00:00
Cyrus Leung
aec9674dbe
[Core] Remove legacy input mapper/processor from V0 (#15686) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-28 15:38:48 +08:00
Harry Mellor
0a05ed57e6
Simplify TokenizerGroup (#16790) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-24 04:43:56 -07:00
Cyrus Leung
355f66348c
[V1] Remove legacy input registry (#15673) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-27 23:34:34 -07:00
Cyrus Leung
8693e47e6a
[Bugfix] Fix mm_hashes forgetting to be passed (#15668) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-28 05:51:05 +00:00
Cyrus Leung
247181536f
[Misc] Replace is_encoder_decoder_inputs with split_enc_dec_inputs (#15620) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-27 17:36:32 +00:00
Nick Hill
da6ea29f7a
[V1] Avoid redundant input processing in n>1 case (#14985) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-03-20 22:24:10 -07:00
Cyrus Leung
b539222d4e
[V1] Remove input cache client (#14864) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
 2025-03-16 23:42:06 -07:00
Cyrus Leung
f6137adbcb
Revert "[Bugfix] Limit profiling run sequence length by max_model_len (#14785) (#14892) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-16 09:13:46 -07:00
Kyle Sayers
d30aa7e9e6
[Bugfix] Limit profiling run sequence length by max_model_len (#14785) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-03-16 07:44:19 -07:00
Cyrus Leung
382403921f
[VLM] Support pan-and-scan for Gemma3 multi-modal processor (#14672) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Roger Wang <ywang@roblox.com>
 2025-03-13 02:23:12 -07:00
Cyrus Leung
9513290032
[Misc] Upgrade to Python 3.9 typing for additional directories (#14492) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-08 17:35:50 +00:00
Isotr0py
609ef61fea
[Bugfix] Fix profiling OOM and decouple encoder multimodal profiling (#14361) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-03-08 16:52:34 +00:00
Cyrus Leung
82551ad616
[Core] Don't use cache during multi-modal profiling (#14336) 2025-03-06 08:03:31 -08:00
Roger Wang
ec79b67c77
[Misc][V1] Avoid using envs.VLLM_USE_V1 in mm processing (#14256) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-03-05 07:37:16 +00:00
Cyrus Leung
a2dd48c386
[VLM] Deprecate legacy input mapper for OOT multimodal models (#13979) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-02-27 19:14:55 +00:00
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
Isotr0py
bc55d13070
[VLM] Implement merged multimodal processor for Mllama (#11427) 2025-02-12 20:26:21 -08:00
Christian Pinto
974dfd4971
[Model] IBM/NASA Prithvi Geospatial model (#12830) 2025-02-11 20:34:30 -08:00
Cyrus Leung
ce26b16268
[Misc] Remove unnecessary detokenization in multimodal processing (#12868) 2025-02-07 06:21:17 -08:00
Kevin H. Luu
b260782357
[misc] Revert # 12833 (#12857) 
Signed-off-by: <>
Co-authored-by: EC2 Default User <ec2-user@ip-172-31-20-117.us-west-2.compute.internal>
 2025-02-06 16:29:12 -08:00
Cyrus Leung
1e57b1ee63
[Misc] Remove unnecessary decode call (#12833) 2025-02-06 08:45:44 -08:00
Isotr0py
815079de8e
[VLM] merged multimodal processor and V1 support for idefics3 (#12660) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-02-04 20:00:51 +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
Cyrus Leung
96912550c8
[Misc] Rename MultiModalInputsV2 -> MultiModalInputs (#12244) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-21 07:31:19 +00:00
Cyrus Leung
12664ddda5
[Doc] [1/N] Initial guide for merged multi-modal processor (#11925) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-10 14:30:25 +00:00
Cyrus Leung
b844b99ad3
[VLM] Enable tokenized inputs for merged multi-modal processor (#11900) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-10 03:24:00 +00:00
Cyrus Leung
d848800e88
[Misc] Move print_*_once from utils to logger (#11298) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
Co-authored-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
 2025-01-09 12:48:12 +08:00
Maximilien de Bayser
1fe554bac3
treat do_lower_case in the same way as the sentence-transformers library (#11815) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-01-09 11:05:43 +08:00
Cyrus Leung
2a0596bc48
[VLM] Reorganize profiling/processing-related code (#11812) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-08 18:59:58 +08:00
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
Tobias Pitters
b6087a6bee
[mypy] Pass type checking in vllm/inputs (#11680) 
Signed-off-by: Tobias Pitters <tobias.pitters@gmail.com>
 2025-01-02 16:18:15 +00:00
Cyrus Leung
a115ac46b5
[VLM] Move supported limits and max tokens to merged multi-modal processor (#11669) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-01-01 15:44:42 +00:00
Cyrus Leung
101418096f
[VLM] Support caching in merged multi-modal processor (#11396) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-27 17:22:48 +00:00
Rafael Vasquez
32aa2059ad
[Docs] Convert rST to MyST (Markdown) (#11145) 
Signed-off-by: Rafael Vasquez <rafvasq21@gmail.com>
 2024-12-23 22:35:38 +00:00