Campesato O Transformer, BERT, and GPT3 Including ChatGPT and Prompt Eng 2023
General:
Name: Campesato O Transformer, BERT, and GPT3 Including ChatGPT and Prompt Eng 2023
Format: pdf
Size: 10.31 MB
Book:
Title: Transformer, BERERT, and GPT
Author: Oswald Campesato
Language: polski
Year: 2023
Subjects: Computers, Science & Technology, Engineering, Technology, Artificial Intelligence (AI), Mechanical Engineering & Dynamics, Robotics & Artificial Intelligence, Robotics & Computer Vision
Publisher: Mercury Learning and Information
ISBN: 9781683928966
Total pages: 664
Description:
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.
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