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75 Commits

Author SHA1 Message Date
Ce Zhao
a051525e07 [Model] Enable LoRA support for PaliGemma (#31656) 
Signed-off-by: 赵策 <alcor@mac.mynetworksettings.com>
Signed-off-by: Alcor <alcor_zhao@outlook.com>
Co-authored-by: 赵策 <alcor@mac.mynetworksettings.com>
 2026-01-07 10:09:32 +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
b286a311c2 [Chore] Deprecate merge_by_field_config arg (#30035) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-04 17:21:24 +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
Luciano Martins
e05a6754a8 [Model] Revert PR #26715: Restore custom PaliGemma and Gemma3-MM impl… (#27309) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
 2025-10-22 10:05:34 -07:00
Cyrus Leung
8c017b3490 [Model] Always use Transformers backend for PaliGemma and Gemma3-MM (#26715) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-17 05:03:35 +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
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 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
Cyrus Leung
0ad9951c41 [Input] Remove unused prompt field (#26097) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-03 00:23:21 -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 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
Chenheli Hua
009d689b0c [Core] Simplify and unify mm uuid handling & auto-generated mm hash overrides processing. (#24271) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-09-09 21:36:09 -07:00
Roger Wang
8bf6266a17 [Multimodal] Generate mm_hash based on request metadata when caching is turned off (#23690) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-08-27 20:24:31 +00:00
Benji Beck
a75277285b Migrate Paligemma inputs to TensorSchema (#23470) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-08-24 04:56:56 +00:00
Roger Wang
79f05e4436 [Multimodal] Always enable hashing mm data (#23308) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-21 07:23:28 -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
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 Wang
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 Leung
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
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
Rémi Delacourt
61c6a5a796 [VLM] Merged multi-modal processor for Pixtral (#12211) 
Signed-off-by: remi <remi@mistral.ai>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-15 06:28:27 -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
Isotr0py
1477ffc381 [VLM] Cleanup siglip legacy code and fix broken paligemma multimodal processor (#14602) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-03-11 11:27:36 +00:00
kYLe
1769928079 [Model] Update Paligemma multimodal processing with PromptUpdate (#14015) 
Signed-off-by: Kyle Huang <kylhuang@nvidia.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-03-06 08:31:38 +00:00
lkchen
b3cf368d79 [V1][Molmo] Fix get_multimodal_embeddings() in molmo.py (#14161) 2025-03-04 15:43:59 +00:00
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
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
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
Kevin H. Luu
64ea24d0b3 [ci/lint] Add back default arg for pre-commit (#12279) 
Signed-off-by: kevin <kevin@anyscale.com>
 2025-01-22 01:15:27 +00:00
Jee Jee Li
1f1542afa9 [Misc]Add BNB quantization for PaliGemmaForConditionalGeneration (#12237) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-01-21 07:49:08 +00:00
Jani Monoses
7cd7409142 PaliGemma 2 support (#11142) 2024-12-13 07:40:07 +00:00
Cyrus Leung
133707123e [Model] Replace embedding models with pooling adapter (#10769) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-01 08:02:54 +08:00
Roger Wang
2f0a0a17a4 [V1] Refactor model executable interface for multimodal models (#10570) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2024-11-26 20:46:11 +00:00
Isotr0py
c4e464333e [Misc] Add uninitialized params tracking for AutoWeightsLoader (#10327) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-11-18 09:07:46 +08:00
youkaichao
f89d18ff74 [6/N] pass whole config to inner model (#10205) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-11 06:41:46 +00:00