Multi Model Large Language models

Multimodal Large Language Models (MLLMs) have the ability to process information from different sensory modalities. However, current MLLMs are facing several challenges such as complex integration, scalability issues, high resource requirements, and increased risk of overfitting. To overcome these challenges, researchers have developed OneLLM, which is a revolutionary MLLM that aligns eight different modalities of language using a unified framework. OneLLM has a simplified architecture and reduced resource requirements, allowing it to use a single structure for various modalities. This feature facilitates increased task versatility, enhanced cross-modal comprehension, and broader application scope across different industries.