A Comprehensive Overview of Large Language Models (LLMs)

Large Language Models (LLMs) have revolutionized natural language processing (NLP) by leveraging deep learning to generate human-like text. These models, including GPT, BERT, and their variants, have found applications in diverse fields such as healthcare, education, and finance. This paper explores the architecture, training process, applications, and limitations of LLMs, providing an example implementation and visualization of a key NLP task.