A Large Language Model (LLM) is a sophisticated system that utilizes vast amounts of text data to learn and predict language patterns. These models, like GPT-3, can generate human-like text responses, answer questions, and perform language-related tasks. Unlike small models, LLMs encompass billions of parameters, enabling them to grasp nuanced contexts and produce coherent narratives, making them essential in chatbots, translation, and content creation systems.