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94 Commits

Author SHA1 Message Date
WeiQing Chen
a0e0efd6bd
[Model] Support DP for ViT on Kimi-VL-A3B-Thinking-2506 (#23817) 
Signed-off-by: Junhong <liujunhong11@huawei.com>
Signed-off-by: LJH-LBJ <98734602+LJH-LBJ@users.noreply.github.com>
Co-authored-by: Junhong <liujunhong11@huawei.com>
Co-authored-by: LJH-LBJ <98734602+LJH-LBJ@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-09-01 16:56:56 +00:00
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
Cyrus Leung
9715f7bb0f
[Bugfix] Fix incorrect original shape in hashing (#23672) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-08-26 19:01:25 +00:00
Cyrus Leung
6879cd80ae
[Refactor] Pass tokenizer explicitly instead of binding to prompt update (#23542) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-25 06:31:57 -07:00
Cyrus Leung
712d0f88d8
[Refactor] Dynamic target and content for prompt updates (#23411) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-24 23:39:58 -07:00
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
Cyrus Leung
5c32143b9d
[Refactor] Defer tensor data construction in MultiModalKwargs (#23030) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-16 21:05:50 -07:00
Staszek Paśko
22341b996e
Improve multimodal hasher performance for re-used Image prompts (#22825) 
Signed-off-by: Staszek Pasko <staszek@gmail.com>
 2025-08-15 12:32:56 +00:00
Sayandip Dutta
aa300c438d
[Bugfix] Unquote file uri before reading image (#22912) 
Signed-off-by: Sayandip Dutta <sayandip199309@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-08-15 09:28:00 +00:00
Cyrus Leung
19b927e52d
[Core] Use individual MM items in P0/P1 cache and model runner (#22570) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-13 07:18:07 -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
Cyrus Leung
766bc8162c
[Core] Store only the keys for multi-modal data in P0 (#22198) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-07 01:45:04 -07:00
Cyrus Leung
f5d0f4784f
[Frontend] Improve error message for too many mm items (#22114) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-02 02:20:38 -07:00
Gamhang
0a6d305e0f
feat(multimodal): Add customizable background color for RGBA to RGB conversion (#22052) 
Signed-off-by: Jinheng Li <ahengljh@gmail.com>
Co-authored-by: Jinheng Li <ahengljh@gmail.com>
 2025-08-01 06:07:33 -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
86ae693f20
[Deprecation][2/N] Replace --task with --runner and --convert (#21470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-27 19:42:40 -07:00
Isotr0py
18e519ec86
[Bugfix] Fix ndarray video color from VideoAsset (#21064) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-07-19 02:17:16 -07:00
Isotr0py
147afb448b
[Bugfix] Replace unavailable video url in multimodal test (#20854) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-07-12 05:25:39 +00:00
Chenheli Hua
b616f6a53d
[Misc] Small: Fix video loader return type annotations. (#20389) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-07-03 03:10:39 +00:00
Chenheli Hua
2e7cbf2d7d
[Frontend] Support configurable mm placeholder strings & flexible video sampling policies via CLI flags. (#20105) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-07-01 23:34:03 -07:00
Yuxuan Zhang
ed70f3c64f
Add GLM4.1V model (Draft) (#19331) 
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-07-01 12:48:26 +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
Lukas Geiger
3b523e38d9
[Core] Do not copy array during hashing (#19484) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-06-18 15:36:55 -07:00
Siqi Yan
f168b85725
Unit Test for run_dp_sharded_vision_model (#19103) 
Signed-off-by: Siqi Yan <siqi@meta.com>
Co-authored-by: Siqi Yan <siqi@meta.com>
 2025-06-06 16:24:02 +08:00
Guillaume Calmettes
9bc8bb07cf
[Bugfix] properly catch PIL-related errors for vision models when incorrect data urls are provided (#19202) 
Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com>
 2025-06-05 12:59:28 +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
Chenheli Hua
04eb88dc80
Re-submit: Fix: Proper RGBA -> RGB conversion for PIL images. (#18569) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-05-23 01:59:18 +00:00
Chenheli Hua
4f07a64075
Support custom implementations of VideoLoader backends. (#18091) 2025-05-15 13:26:49 +08:00
Isotr0py
be8ff88e66
[Bugfix] Fix Video IO error for short video (#17791) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-07 15:36:06 +00:00
Cyrus Leung
99404f53c7
[Security] Fix image hash collision (#17378) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-02 08:36:39 -04:00
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
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
Roger Wang
c67abd614f
[V1] Support interleaved modality items (#15605) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-03-29 06:30:09 -07:00
Cyrus Leung
c6bc0034d0
[Misc] Remove unused utils and clean up imports (#15708) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-28 09:41:16 -07:00
Cyrus Leung
355f66348c
[V1] Remove legacy input registry (#15673) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-27 23:34:34 -07:00
Cyrus Leung
3d446433ec
[Bugfix] Fix size calculation of processing cache (#15114) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-19 05:53:19 -07:00
Cyrus Leung
61f412187d
[Bugfix] Re-enable Gemma3 for V1 (#14980) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-18 23:58:22 -07:00
Cyrus Leung
f690372b68
[Core] Update dtype detection and defaults (#14858) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-19 13:49:33 +08:00
Isotr0py
609ef61fea
[Bugfix] Fix profiling OOM and decouple encoder multimodal profiling (#14361) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-03-08 16:52:34 +00:00
Harry Mellor
cf069aa8aa
Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
Cyrus Leung
f7bee5c815
[VLM][Bugfix] Enable specifying prompt target via index (#14038) 2025-02-28 07:35:55 -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
Kevin H. Luu
2c5e637b57
[ci] Use env var to control whether to use S3 bucket in CI (#13634) 2025-02-22 19:19:45 -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
Kevin H. Luu
d5d214ac7f
[1/n][CI] Load models in CI from S3 instead of HF (#13205) 
Signed-off-by: <>
Co-authored-by: EC2 Default User <ec2-user@ip-172-31-20-117.us-west-2.compute.internal>
 2025-02-19 07:34:59 +00:00
Cyrus Leung
51f0b5f7f6
[Bugfix] Clean up and fix multi-modal processors (#13012) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-02-10 10:45:21 +00:00
Cyrus Leung
18016a5e62
[Bugfix] Fix CI failures for InternVL and Mantis models (#12728) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-02-04 23:54:23 +08:00