Transformer, BERT, and GPT3

Transformer, BERT, and GPT3

AngličtinaEbook
Campesato, Oswald
Mercury Learning & Information
EAN: 9781683928973
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This book provides a comprehensive group of topics covering the details of the Transformer architecture, BERT models, and the GPT series, including GPT-3 and GPT-4. Spanning across ten chapters, it begins with foundational concepts such as the attention mechanism, then tokenization techniques, explores the nuances of Transformer and BERT architectures, and culminates in advanced topics related to the latest in the GPT series, including ChatGPT. Key chapters provide insights into the evolution and significance of attention in deep learning, the intricacies of the Transformer architecture, a two-part exploration of the BERT family, and hands-on guidance on working with GPT-3. The concluding chapters present an overview of ChatGPT,  GPT-4, and visualization using generative AI. In addition to the primary topics, the book also covers influential AI organizations such as DeepMind, OpenAI, Cohere, Hugging Face, and more. Readers will gain a comprehensive understanding of the current landscape of NLP models, their underlying architectures, and practical applications. Features companion files with numerous code samples and figures from the book.

FEATURES:
  • Provides a comprehensive group of topics covering the details of the Transformer architecture, BERT models, and the GPT series, including GPT-3 and GPT-4.
  • Features companion files with numerous code samples and figures from the book.
EAN 9781683928973
ISBN 1683928970
Typ produktu Ebook
Vydavatel Mercury Learning & Information
Datum vydání 15. listopadu 2023
Stránky 364
Jazyk English
Země United States
Autoři Campesato, Oswald
Série MLI Generative AI Series
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