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78 Commits
Author SHA1 Message Date
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
Wentao Ye c683d11c94 [Refactor] Deprecate head_first for chunk_gated_delta_rule (#34263) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-02-19 13:23:49 -05:00
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
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
Isotr0py 9ad7f89f55 [Models]: Make Multimodal config implicit in ViT implementation (#31972) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-24 20:34:26 +08:00
Cyrus Leung 7f1bcd18ff [3/N] Initialize MM components in context managers (I-L) (#32650) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 10:21:56 +00:00
Cyrus Leung 5576227bc1 [Model] Standardize common vision encoders (#31947) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-08 02:33:16 -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 e30859dff3 [Bugfix] Fix handling of image embeds in models (#29480) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-26 05:00:15 -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 d2f816d6ff [Bugfix] Standardize merging multimodal embeddings (#26771) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-14 09:36:21 +00:00
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
Cyrus Leung 19a00eb210 [Model] Use merge_by_field_config for MM models (Llava family) (#26280) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-06 09:45:26 +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
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 d7e34b4210 [Model] Move vision_feature_select_strategy into resolve_visual_encoder_outputs (#25938) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-30 11:24:57 +00:00
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
Didier Durand e2b1f863aa [Doc]: fixing doc typos (#24635) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-10 23:19:28 -07:00
Roger WangandRoger Wang eddaafc1c7 [Multimodal] Improve max video embedding length estimation in V1 (#24312) 
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Roger Wang <hey@rogerw.me>
 2025-09-06 02:33:19 -07:00
Cyrus Leung ebafb0936d [Bugfix] Allow dynamic number of patches for llava_onevision (#23525) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-25 08:34:54 +00:00
Benji Beck a70d0bd0a3 Migrate LlavaOnevisionMultiInputs to TensorSchema (#21844) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-08-19 17:02:02 +00:00
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 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
Isotr0py ca94d7fa00 [Bugfix] Update multimodel models mapping to fit new checkpoint after Transformers v4.52 (#19151) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-06-17 15:58:38 +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
youngrok cha d022115cc6 [Bugfix] Inconsistent token calculation compared to HF in llava family (#18479) 
Signed-off-by: jaycha <jaycha@ncsoft.com>
 2025-05-21 20:21:47 -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
Yang FanRoger WangRoger WangXiong Wang
 		2c1bd848a6 [Model][VLM] Add Qwen2.5-Omni model support (thinker only) (#15130) 
Signed-off-by: fyabc <suyang.fy@alibaba-inc.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Xiong Wang <wangxiongts@163.com>
 2025-04-18 23:14:36 -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
Cyrus Leung 803d5c35f3 [V1] Override mm_counts for dummy data creation (#15703) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-30 03:20:42 -07:00
Cyrus LeungandIsotr0py 27261e40a6 [Bugfix] Multi-video inference on LLaVA-Onevision (#15082) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-03-20 14:10:45 +00:00
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 ab93f1360f [VLM] Various cleanup and fixes (#14806) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-14 05:58:19 -07:00
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
Cyrus Leung 05fb6718f0 [Bugfix] Clean up multi-modal processors (#14417) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-07 10:33:38 +00:00
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
Harry Mellor cdc1fa12eb Remove unused kwargs from model definitions (#13555) 2025-02-24 17:13:52 -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
Cyrus Leung 4da1f667e9 [VLM] Keep track of whether prompt replacements have been applied (#13215) 2025-02-14 04:20:46 -08:00
Cyrus LeungandIsotr0py d1ca7df84d [VLM] Merged multi-modal processor for InternVL-based models (#12553) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-02-04 16:44:52 +08:00
Michael Goin 5d98d56089 Support Pixtral-Large HF by using llava multimodal_projector_bias config (#12710) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2025-02-04 11:55:46 +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