This is the official repository of the paper "Multi-Modal and Multi-Agent Systems Meet Rationality: A Survey"
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Updated
Jun 4, 2024
This is the official repository of the paper "Multi-Modal and Multi-Agent Systems Meet Rationality: A Survey"
A Framework of Small-scale Large Multimodal Models
AI-First Process Automation with Large ([Language (LLMs) / Action (LAMs) / Multimodal (LMMs)] / Visual Language (VLMs)) Models
The offical Implementation of "Instruction-Guided Visual Masking"
The official evaluation suite and dynamic data release for MixEval.
"Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA"
A curated list of awesome Multimodal studies.
Open Platform for Embodied Agents
This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI"
Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"
An open-source implementation of LLaVA-NeXT.
[CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation
Code for "Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning"
This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"
A collection of resources on applications of multi-modal learning in medical imaging.
This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"
The official repo for “TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding”.
Awesome multi-modal large language paper/project, collections of popular training strategies, e.g., PEFT, LoRA.
Embed arbitrary modalities (images, audio, documents, etc) into large language models.
LLaVA-Plus: Large Language and Vision Assistants that Plug and Learn to Use Skills
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