Understanding Large Language Models
Introduction Large Language Models (LLMs) have triggered a massive transformation in the field of Artificial Intelligence, making it possible to produce texts that closely resemble human writing. Unlike older, less flexible models, these models can process vast amounts of data and are used in a variety of fields, including content generation, chatbot development, and programming automation. What are Text Generation Models? Text generation models are advanced artificial intelligence systems designed to understand and produce text. Their primary function is based on breaking down text into basic units called tokens. These tokens can include complete words, subwords, or even individual characters. Understanding the number of tokens in a text is crucial for managing processing limitations, as different models have varying token capacities. ...