Large Multimodal Models are advanced AI systems designed to understand, process, and generate multiple types of data, such as text, images, and audio. They integrate different modality inputs to perform complex tasks like image captioning, voice recognition, and cross-modal translation, enabling more natural and versatile interactions. These models enhance AI's ability to interpret and respond to multifaceted information environments.