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84 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
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
Cyrus Leung e1a34c3a5d [2/N] Initialize MM components in context managers (E-H) (#32641) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 08:12:56 +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 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 cc253b73d3 [Model] Use merge_by_field_config for MM models (D-F) (#26076) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-02 08:17:35 -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
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
Cyrus Leung 139a97ec56 [Bugfix] Fix shape checking for Fuyu (#21709) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-28 00:05:56 -07:00
Benji Beck 3339cba3ff Migrate FuyuImagePatchInputs to TensorSchema (#21662) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-07-26 19:34:14 -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
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
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
Roger WangDarkLight1337mgoinJennifer Zhao
 		f2ebb6f541 [V1] Scatter and gather placeholders in the model runner (#16076) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Jennifer Zhao <ai.jenniferzhao@gmail.com>
 2025-04-08 10:43:41 +08:00
Roger Wang af51d80fa1 Revert "[V1] Scatter and gather placeholders in the model runner" (#16075) 2025-04-04 14:50:57 -07:00
Cyrus LeungmgoinRoger Wang
 		f5722a5052 [V1] Scatter and gather placeholders in the model runner (#15712) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
 2025-04-04 21:26:44 +00:00
Cyrus Leung 09e974d483 [Bugfix] Check dimensions of multimodal embeddings in V1 (#15816) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-31 09:01:35 -07:00
kYLe bb103b29bf [Bugfix] Added embed_is_patch mask for fuyu model (#15731) 
Signed-off-by: Kyle Huang <kylhuang@nvidia.com>
 2025-03-30 03:45:08 -07:00
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
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
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
cjackal 51010a1807 [Misc] set single whitespace between log sentences (#13771) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
 2025-02-25 10:26:12 +08:00
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 367cb8ce8c [Doc] [2/N] Add Fuyu E2E example for multimodal processor (#13331) 2025-02-15 07:06:23 -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
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 cd7b6f0857 [VLM] Avoid unnecessary tokenization (#12310) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-22 11:08:31 +00:00
Cyrus Leung df76e5af26 [VLM] Simplify post-processing of replacement info (#12269) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-21 16:48:13 -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 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