Large Language Models An Introduction. Understanding the Fundamentals and Applications of Generative AI - Helion
Tytuł oryginału: Large Language Models An Introduction. Understanding the Fundamentals and Applications of Generative AI
ISBN: 9781836647362
stron: 503, Format: ebook
Data wydania: 2024-10-07
Księgarnia: Helion
Cena książki: 189,00 zł
This book provides a comprehensive overview of large language models (LLMs) and generative AI, covering foundational principles, advanced concepts, and practical applications. It begins with an introduction to the generative AI landscape, examining key features, popular techniques, and its influence on industries like art, business, and technology. The book also explores prominent models like ChatGPT and GPT-4, detailing their architectures, capabilities, and applications in text generation, code assistance, and conversational AI.
Additionally, the book traces the evolution of LLMs, particularly focusing on the BERT family and its wide-ranging applications in natural language processing, translation, and multilingual tasks. Readers will also gain expertise in prompt engineering, learning practical tips and examples to interact more effectively with LLMs.
In later chapters, the book tackles advanced topics such as fine-tuning LLMs, working with SVG, and concepts like few-shot learning and reinforcement learning. It concludes with discussions on ethical issues, biases in generative AI, and emerging trends like AI’s integration with IoT, quantum computing, and neuromorphic computing. This guide equips professionals and enthusiasts with a thorough understanding of generative AI's present and future.
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Spis treści
Large Language Models An Introduction. Understanding the Fundamentals and Applications of Generative AI eBook -- spis treści
- 1. The Generative AI Landscape
- 2. ChatGPT and GPT-4
- 3. LLMs and the BERT Family
- 4. Prompt Engineering
- 5. Working with LLMs
- 6. LLMs and Fine-Tuning
- 7. SVG and GPT-4
- 8. Miscellaneous Topics