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91 Commits

Author SHA1 Message Date
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
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
df76e5af26 [VLM] Simplify post-processing of replacement info (#12269) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-21 16:48:13 -08:00
Cyrus Leung
bb354e6b2d [Bugfix] Fix various bugs in multi-modal processor (#12031) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-14 12:16:11 +00:00