Commit Graph

44 Commits

Author SHA1 Message Date
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
4753f3bf69 [Model] Use context managers for encoder- and LM-only mode (#32605)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-01-20 11:43:38 +08:00
tjp_zju
2f03035a61 "refactor: refactor_repeated_interfaces" (#32486)
Signed-off-by: tom-zju <tanjianpingzju1990@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-01-18 22:07:01 +08:00
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
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
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
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
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
Cyrus Leung
6488f3481b [Misc]] Move processing context to multimodal directory (#25548)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-09-24 08:15:00 +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
Punitvara
05b044e698 [Doc] Fix cross-reference warnings (#25058)
Signed-off-by: Punit Vara <punitvara@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-09-18 02:05:16 -07:00
Hyogeun Oh (오효근)
9a8966bcc2 [Docs] Fix warnings in mkdocs build (continued) (#24791)
Signed-off-by: Zerohertz <ohg3417@gmail.com>
2025-09-13 00:13:44 -07:00
Cyrus Leung
69244e67e6 [Core] Use key-only cache for BaseMultiModalProcessor (#23018)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-08-27 14:19:13 +08:00
Benji Beck
c4477f55e5 Migrate Mistral3ImagePixelInputs to TensorSchema (#21945)
Signed-off-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-08-20 17:37:29 +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
Roger Wang
08b751ba74 Implicit language-model-only mode via limit-mm-per-prompt (#22299)
Signed-off-by: Roger Wang <hey@rogerw.me>
Signed-off-by: Andy Xie <andy.xning@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: XIn Li <xinli@nvidia.com>
Signed-off-by: Junhao Li <junhao@ubicloud.com>
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
Signed-off-by: zitian zhao <zitian.zhao@tencentmusic.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Signed-off-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Signed-off-by: Linkun <github@lkchen.net>
Co-authored-by: Ning Xie <andy.xning@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Andrew Sansom <andrew@protopia.ai>
Co-authored-by: Zhiyu <zhiyuc@nvidia.com>
Co-authored-by: Shu Wang <shuw@nvidia.com>
Co-authored-by: XIn Li <xinli@nvidia.com>
Co-authored-by: Junhao Li <streaver91@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Yuxuan Zhang <2448370773@qq.com>
Co-authored-by: ZiTian Zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Po-Han Huang (NVIDIA) <53919306+nvpohanh@users.noreply.github.com>
Co-authored-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Hong Hanh <hanh.usth@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: lkchen <github@lkchen.net>
2025-08-08 22:21:40 -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
a1fe24d961 Migrate docs from Sphinx to MkDocs (#18145)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-23 02:09:53 -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
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
Michael Goin
f192ca90e6 Fix PixtralHF missing spatial_merge_size (#17571)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-05-01 22:14:09 -07:00
Michael Goin
a44c4f1d2f Support LoRA for Mistral3 (#17428)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-29 21:10:30 -07:00
Cyrus Leung
506475de5f [Optim] Compute multimodal hash only once per item (#17314)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-29 09:40:35 +08:00
Michael Goin
cb3f2d8d10 [Bugfix] Fix Mistral3 spatial merge error (#17270)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-27 19:40:05 -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
Michael Goin
f021b97993 [V1] Support Mistral3 in V1 (#15950)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-02 15:36:24 -07:00
Michael Goin
51d7c6a2b2 [Model] Support Mistral3 in the HF Transformers format (#15505)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-04-01 06:10:05 -07:00