A Comprehensive Overview of Large Language Models (LLMs)

Author(s)	Dr. Mitat Uysal, Dr. Aynur Uysal, Dr. Yasemin Karagül
Country	Turkey
Abstract	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.
Keywords	Large Language Models, Natural Language Processing, Deep Learning, Transformer, Text Generation
Field	Engineering
Published In	Volume 7, Issue 1, January-February 2025
Published On	2025-01-10
Cite This	A Comprehensive Overview of Large Language Models (LLMs) - Dr. Mitat Uysal, Dr. Aynur Uysal, Dr. Yasemin Karagül - IJFMR Volume 7, Issue 1, January-February 2025.

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