162 Commits

Author SHA1 Message Date
Roger Wang
0f7acdd73c
[Model] Support Qwen3-VL Model Series (#24727)
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Huang Jie <92386084+JJJYmmm@users.noreply.github.com>
Co-authored-by: 松灵 <26085463+wulipc@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-17 05:01:04 +00:00
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
Lukas Geiger
57f94e88ea
[Models] Optimise and simplify _validate_and_reshape_mm_tensor (#24742)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-09-12 15:37:37 +00:00
Wenlong Wang
72fc8aa412
[Multi Modal] Add FA3 in VIT (#24347)
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
2025-09-12 21:27:24 +08:00
Chatcharin Sangbutsarakum
60f0843ef8
[Model] Remove unnecessary CUDA sync of Qwen2VL image and video preprocess (#24334)
Signed-off-by: Win <chatcharinsang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-09-07 23:11:12 -07:00
Benji Beck
37a6fa95fd
Migrate Qwen2 inputs to TensorSchema (#23475)
Signed-off-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-09-06 20:07:31 -07:00
Roger 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
bppps
424fb7a5d2
[BugFix] Fix the issue where image embeddings were incorrectly split.… (#23366)
Signed-off-by: bppps <bpppsaka@gmail.com>
Co-authored-by: zouyu.zzx <zouyu.zzx@alibaba-inc.com>
Co-authored-by: bppps <bpppsaka@gmail.com>
2025-08-22 16:56:46 +00:00
TJian
1298c67795
[FEAT] [Performance] Enable DP for ViT in Qwen2.5VL (#22742)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-08-19 15:25:57 +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
Woosuk Kwon
c55bc1db26
[Misc] Remove dead return (#23061)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-08-17 10:36:46 -07:00
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
Harry Mellor
796bae07c5
Update transformers to v4.55 (#21931)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-08-05 22:56:14 -07:00
vllmellm
d3a6f2120b
[FEAT][ROCm] Enable running Flash Attention as ViT attn backend for Qwen-VL models on ROCm platform. (#22069)
Signed-off-by: tjtanaavllm <tunjian.tan@amd.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
2025-08-01 23:53:18 -07:00
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
32dffc2772
[Core] Rename get_max_tokens_per_item for backward compatibility (#20630)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-07-08 23:11:30 +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
Woosuk Kwon
2c5302fadd
[Multimodal] Optimize Qwen2/2.5-VL startup time (#19756)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Roger Wang <hey@rogerw.me>
2025-06-21 20:01:07 +00:00
汪志鹏
c3bf9bad11
[New model support]Support Tarsier2 (#19887)
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
2025-06-21 04:01:51 +00:00
Lu Fang
b1098b4072
[Bugfix] Fix the linter (#19826)
Signed-off-by: Lu Fang <lufang@fb.com>
2025-06-18 21:44:41 -07:00
Woosuk Kwon
d49adea1f9
[Multimodal] Use fast processor for Qwen2/2.5-VL (#19789) 2025-06-18 15:49:40 -07:00
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
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
Isotr0py
2db9044ab6
[Bugfix] Fix auto dtype casting for BatchFeature (#19316)
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-06-14 15:13:08 +00:00
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
Isotr0py
ec2dcd80bc
[Misc] Update WeightsMapper for qwen2-vl/qwen2.5-vl (#19054)
Signed-off-by: Isotr0py <2037008807@qq.com>
2025-06-03 09:08:20 +00:00
Isotr0py
a35ca765a5
[LoRA] Support dynamically initialize packed_modules_mapping for VLM with arbitrary components (#18987)
Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
2025-06-01 11:06:57 +08:00
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
Cyrus Leung
015815fe01
[Bugfix] use_fast failing to be propagated to Qwen2-VL image processor (#17838)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-08 05:39:21 -07:00
Isotr0py
c3e9d5060e
[Misc] Use apply_rotary_emb from vllm_flash_attn for Qwen2-VL vision RoPE (#17726)
Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-07 04:51:33 +00:00
Cyrus Leung
ebb3930d28
[Misc] Move config fields to MultiModalConfig (#17343)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-29 06:37:21 +00:00
Jee Jee Li
4283a28c2f
[Bugfix] Fix QWen2 VL multimodal mapping (#17240)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-04-27 05:53:23 +00:00
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
d9fc8cd9da
[V1] Enable multi-input by default (#15799)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-12 08:52:39 +00:00
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
Isotr0py
47c7126213
[Misc] Add attention mask pre-computation optimization back to Qwen2.5-VL (#15273)
Signed-off-by: Isotr0py <2037008807@qq.com>
2025-03-21 10:32:33 +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
yexin(叶鑫)
70b808fe1a
[Perf]:Optimize qwen2-vl to reduce cudaMemcpyAsync (#14377)
Signed-off-by: cynthieye <987073381@qq.com>
2025-03-11 07:39:56 +00:00
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
Yang Liu
9b61dd41e7
[Bugfix] Initialize attention bias on the same device as Query/Key/Value for QwenVL Series (#14031) 2025-02-28 07:36:08 -08:00
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
Jee Jee Li
105b8ce4c0
[Misc] Reduce LoRA-related static variable (#13166) 2025-02-22 00:21:30 -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
7b623fca0b
[VLM] Check required fields before initializing field config in DictEmbeddingItems (#13380) 2025-02-17 01:36:07 -08:00
Isotr0py
7fdaaf48ef
[Bugfix] Fix qwen2.5-vl image processor (#13286) 2025-02-15 03:00:11 -08:00