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27 Commits
Author SHA1 Message Date
Isotr0py 1180b604f8 [Multimodal] Expose mm hash algothrim selection to cli args (#49686) 
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
 2026-07-31 05:25:19 +00:00
Guan-Ming Chiu aeaa50a71c [Bugfix][Multimodal] Include media IO config in MM cache hash (#49975) 
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
 2026-07-29 10:48:40 +00:00
Guan-Ming ChiuIsotr0pymergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		04502deca2 [Perf] Hash videos by source bytes (#49607) 
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
Signed-off-by: Guan-Ming Chiu <105915352+guan404ming@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-07-27 23:57:55 +08:00
Cyrus Leung 116880a5a0 [Bugfix] Make MM batching more robust (#33817) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-05 20:40:58 +00:00
Karan Bansal 3055232ba0 [Feature] Add FIPS 140-3 compliant hash algorithm option for multimodal hashing (#32386) 
Signed-off-by: Karan Bansal <karanb192@gmail.com>
 2026-01-18 11:02:01 +08:00
Cyrus Leung 28459785ff [3/N] Group together media-related code (#32406) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-15 11:52:12 +00:00
Roger Wang db07433ce5 [Misc] Skip hashing kwargs if value is None (#32025) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-01-09 13:20:59 +00:00
ImaGoodFellaandCyrus Leung 60c3d413af [Multimodal][Core] Optimize multimodal preprocessing cache by hashing image bytes instead of pixel values (#29621) 
Signed-off-by: Rahul Steiger <rasteiger@ethz.ch>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-02 21:49:02 +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
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
Lukas Geiger 03191cd8f0 [Core][MultiModalHasher] Hash images without converting image mode (#24969) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-09-17 00:57:34 -07:00
Lukas Geiger 08369289af [Core][MultiModalHasher] Don't convert memoryviews to bytes during hashing (#24925) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-09-16 15:32:47 +00:00
Roger Wang 749be00a98 [Core][Multimodal] Allow passing multi_modal_uuids as multimodal identifiers. (#23394) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-08-30 18:01:22 -07:00
Cyrus LeungandLukas Geiger 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
Yuekai Zhanggemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Roger WangCyrus Leung
 		513298f1b4 [Bugfix] fix bf16 multimodal model hash (#23623) 
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-08-26 23:47:50 +08:00
Roger WangandDarkLight1337 79f05e4436 [Multimodal] Always enable hashing mm data (#23308) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-21 07:23:28 -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
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
Lukas Geiger 96ada386b7 [Misc] Remove unused MultiModalHasher.hash_prompt_mm_data (#19422) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-06-11 05:18:57 +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
Lukas Geiger 6071e989df [Core][Multimodal] Convert PIL Image to array without data copy when hashing (#18682) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-05-25 17:33:35 +00:00
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
Lukas Geiger 54631f8262 [Misc] Call ndarray.tobytes() directly instead of ndarray.data.tobytes() (#18347) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-05-22 09:00:13 -07:00
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 9513290032 [Misc] Upgrade to Python 3.9 typing for additional directories (#14492) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-08 17:35:50 +00:00
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
Roger WangandDarkLight1337 91b361ae89 [V1] Extend beyond image modality and support mixed-modality inference with Llava-OneVision (#11685) 
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-06 19:58:16 +00:00