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get_mm_adapter_state_maybe_zero_3

Syntologyentry name in harvested coderead from the graph 2026-09-24

get_mm_adapter_state_maybe_zero_3 appears in the code Syntology harvested for 44 papers, as 4 distinct code bodies found in 44 places (a place is one code body under one paper). At least one of them ran in 0 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named get_mm_adapter_state_maybe_zero_3 do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 0 of the 4 distinct code bodies named get_mm_adapter_state_maybe_zero_3; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
0ran
4unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 29 of the 44 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

44 papers shown of 44, newest first; 44 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 2 papers added by Syntology; 1 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Evaluating the Diagnostic Classification Ability of Multimodal Large Language Models: Insights from the Osteoarthritis Initiative added by Syntology 2026-01 (from id) wanglihx/LLaVA-OA/llava_trainer_weighted.py bb35e3ac741bb2c9 unverified no licence file found · pointer only
COIDO: Efficient Data Selection for Visual Instruction Tuning via Coupled Importance-Diversity Optimization added by Syntology 2025-10 (from id) SuDIS-ZJU/CoIDO/coido_scorer/coido_trainer.py 77a16f78394b3620 unverified AGPL-3.0 (copyleft) · pointer only
arXiv:2507.15504 2025-07 (from id) PKU-YuanGroup/Video-LLaVA/videollava/train/llava_trainer.py bb35e3ac741bb2c9 unverified Apache-2.0 (permissive)
SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding 10 Jun 2025 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
Daily-Omni: Towards Audio-Visual Reasoning with Temporal Alignment across Modalities 23 May 2025 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset 14 May 2025 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT 1 May 2025 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-tuning 14 Mar 2025 OPTML-Group/VLM-Safety-Unlearn/llava/train/llava_unlearn_full_trainer.py bb35e3ac741bb2c9 unverified MIT (permissive)
R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcement Learning 7 Mar 2025 humanmllm/r1-omni/humanomni/humanomni_trainer.py 14fb23ef45b146d1 unverified no licence file found · pointer only
Magma: A Foundation Model for Multimodal AI Agents 18 Feb 2025 microsoft/Magma/trainer/trainer.py bb35e3ac741bb2c9 unverified MIT (permissive)
VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding 22 Jan 2025 damo-nlp-sg/videollama3/videollama3/videollama3_trainer.py 14fb23ef45b146d1 unverified Apache-2.0 (permissive)
Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key 16 Jan 2025 zhyang2226/opa-dpo/opadpo/opa_models/opa_trainer.py bb35e3ac741bb2c9 unverified MIT recorded; this copy not marked cleared · pointer only
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization 9 Dec 2024 aiming-lab/mmedpo/train/dpo/llava_trainer_weighted.py bb35e3ac741bb2c9 unverified Apache-2.0 (permissive)
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models 21 Nov 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance 4 Nov 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
Senna: Bridging Large Vision-Language Models and End-to-End Autonomous Driving 29 Oct 2024 hustvl/senna/llava/senna/senna_llava_trainer.py bb35e3ac741bb2c9 unverified Apache-2.0 (permissive)
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding 22 Oct 2024 Vision-CAIR/LongVU/longvu/mm_datautils.py 2ed115fa11e791e8 unverified Apache-2.0 (permissive)
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models 16 Oct 2024 richard-peng-xia/MMed-RAG/train/dpo/llava_trainer_2stages.py bb35e3ac741bb2c9 unverified MIT (permissive)
Reconstructive Visual Instruction Tuning 12 Oct 2024 haochen-wang409/ross/ross/ross_trainer.py bb35e3ac741bb2c9 unverified Apache-2.0 (permissive)
TRACE: Temporal Grounding Video LLM via Causal Event Modeling 8 Oct 2024 gyxxyg/TRACE/trace/trace_trainer.py bb35e3ac741bb2c9 unverified Apache-2.0 (permissive)
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models 3 Oct 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models 10 Sep 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information 2 Sep 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models 10 Jul 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
STLLaVA-Med: Self-Training Large Language and Vision Assistant for Medical Question-Answering 28 Jun 2024 heliossun/stllava-med/llava_dpo_trainer.py bb35e3ac741bb2c9 unverified MIT (permissive)
VoCo-LLaMA: Towards Vision Compression with Large Language Models 18 Jun 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs 17 Jun 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
Unveiling Encoder-Free Vision-Language Models 17 Jun 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
Parrot: Multilingual Visual Instruction Tuning 4 Jun 2024 AIDC-AI/Parrot/parrot/train/parrot_trainer.py bb35e3ac741bb2c9 unverified Apache-2.0 (permissive)
Data-augmented phrase-level alignment for mitigating object hallucination 28 May 2024 pritamqu/HALVA/llava/train/halva_trainer.py bb35e3ac741bb2c9 unverified no licence file found · pointer only
MoVA: Adapting Mixture of Vision Experts to Multimodal Context 19 Apr 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
ST-LLM: Large Language Models Are Effective Temporal Learners 30 Mar 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
SQ-LLaVA: Self-Questioning for Large Vision-Language Assistant 17 Mar 2024 heliossun/sq-llava/llava_trainer.py bb35e3ac741bb2c9 unverified MIT (permissive)
Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models 14 Mar 2024 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection 19 Feb 2024 rayruibochen/self-filter/self_filter/self_filter_trainer.py bb35e3ac741bb2c9 unverified AGPL-3.0 (copyleft) · pointer only
LLaGA: Large Language and Graph Assistant 13 Feb 2024 chenrunjin/llaga/train/llaga_trainer.py bb35e3ac741bb2c9 unverified Apache-2.0 (permissive)
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model 18 Dec 2023 pipilurj/g-llava/gllava/train/llava_trainer.py bb35e3ac741bb2c9 unverified no licence file found · pointer only
Osprey: Pixel Understanding with Visual Instruction Tuning 15 Dec 2023 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model 12 Dec 2023 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
GeoChat: Grounded Large Vision-Language Model for Remote Sensing 24 Nov 2023 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration 7 Nov 2023 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
Improved Baselines with Visual Instruction Tuning 5 Oct 2023 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded
Visual Instruction Tuning 17 Apr 2023 haotian-liu/LLaVA/llava/train/llava_trainer.py bb35e3ac741bb2c9 unverified Apache-2.0 (permissive)
Unicom: Universal and Compact Representation Learning for Image Retrieval 12 Apr 2023 identical code first harvested elsewhere bb35e3ac741bb2c9 unverified licence of this copy not recorded

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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