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55 Commits

Author SHA1 Message Date
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
d31f7844f8
[Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-19 05:20:55 -07:00
Cyrus Leung
d2740fafbf
[Chore] Separate out vllm.utils.collections (#26990) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 08:35:35 +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
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 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
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 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
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
Benji Beck
a554991748
Migrate LlavaNextVideoPixelInputs to TensorSchema (#21843) 
Signed-off-by: Benji Beck <benjibeck@meta.com>
 2025-08-10 19:29:16 -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
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
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
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 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
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
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
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
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
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
Cyrus Leung
996357e480
[VLM] Separate out profiling-related logic (#11746) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-06 16:02:21 +08:00
Cyrus Leung
eed11ebee9
[VLM] Merged multi-modal processors for LLaVA-NeXT-Video and LLaVA-OneVision (#11717) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-04 11:40:53 +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
504ac53d18
[misc] error early for old-style class (#10304) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-13 18:55:39 -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
youkaichao
1a95f10ee7
[5/N] pass the whole config to model (#9983) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-09 14:17:28 +08:00
Joe Runde
d58268c56a
[V1] Make v1 more testable (#9888) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2024-11-06 11:57:35 -08:00
Peter Salas
6c0b7f548d
[Core][VLM] Add precise multi-modal placeholder tracking (#8346) 
Signed-off-by: Peter Salas <peter@fixie.ai>
 2024-11-01 16:21:10 -07:00
Michael Goin
bc73e9821c
[Bugfix] Fix prefix strings for quantized VLMs (#9772) 2024-10-29 16:02:59 -07:00
litianjian
f58454968f
[Bugfix]Disable the post_norm layer of the vision encoder for LLaVA models (#9653) 2024-10-24 07:52:07 -07:00
Cyrus Leung
c18e1a3418
[VLM] Enable overriding whether post layernorm is used in vision encoder + fix quant args (#9217) 
Co-authored-by: Isotr0py <2037008807@qq.com>
 2024-10-23 11:27:37 +00:00
Cyrus Leung
cee711fdbb
[Core] Rename input data types (#8688) 2024-10-16 10:49:37 +00:00