Minigpt-4

MiniGPT-4 is a game-changing tool that effortlessly boosts vision-language understanding through its unique combination of a frozen visual encoder and a frozen large language model (LLM). With just a single projection layer, this innovative tool is capable of generating detailed image descriptions, creating websites from hand-written drafts, crafting stories and poems inspired by given images, providing solutions to problems showcased in images, and even teaching users how to cook based on food photos. Besides its exceptional capabilities, MiniGPT-4 is remarkably efficient, as it only necessitates training the linear layer to align the visual features with the Vicuna using roughly 5 million paired image-text data points.