LLMS - LARGE-SCALE LANGUAGE MODELS

We are experiencing a profound transformation in the way we interact with machines. Large-Scale Language Models (LLMs) are at the forefront of this revolution, redefining communication and information processing. This book, part of the "Artificial Intelligence: The Power of Data" collection, is an indispensable guide for anyone who wants to understand the fundamentals and practical applications of these models, from their origins to the latest innovations.

With a detailed and accessible approach, the book explores the various generations of GPT models, from GPT-2 to GPT-4, as well as discussing the impact of these technologies on various industries, such as healthcare, education, finance, and public safety. For professionals looking to apply AI in their fields or for those who want to better understand the opportunities and challenges of this field, "LLMs: Large-Scale Language Models" is essential reading.

Main topics covered in the book:

• The evolution of GPT models, from the first transformers to GPT-4.
• The importance of proper database structuring for the success of AI projects.
• Human-computer interaction: how LLMs are transforming virtual assistants and chatbots.
• Ethical challenges, such as explainability, bias prevention, and data security.
• Practical applications in different industries, including healthcare, education, and finance.
• Training and optimization techniques for LLMs, such as fine-tuning and continuous learning.
• Comparison between LLMs and other AI technologies, such as reinforcement learning and convolutional neural networks.
• The Future of LLMs: Hybrid Architectures, Energy Efficiency, and Expanding Use Cases.

Results you will get from reading this book:

• Detailed understanding of the evolution and principles of large-scale language models such as GPT-3 and GPT-4.
• Working knowledge on how to structure and optimize databases to train effective AI models.
• Understanding of the main ethical and technical challenges surrounding the creation and application of LLMs.
• Ability to identify the best opportunities for using LLMs in industries such as education, finance, and security.
• Skills to apply advanced training and optimization techniques, maximizing the efficiency of models.
• Vision of the future on technological innovations and emerging opportunities in the field of language models.

Who is this book for:

• Technology professionals and developers who want to deepen their knowledge of AI and language models.
• Executives and business leaders who want to understand how LLMs can transform their industries and generate new opportunities.
• Researchers and academics seeking to explore the technical and ethical aspects of large-scale language models.
• Artificial intelligence enthusiasts who want to keep up with the latest technological innovations and trends.

Why should you read this book? The large-scale language model revolution is already transforming the world around us, and this book provides the way for you to understand and participate in that change

About the author:
Marcus Pinto – Marcão, as he is known by all – has a master's degree in Information Technology and has been working in the field of information architecture and attribute engineering since the mid-1980s. A current focus of action is the scenario of open government data.