Can I read Large Language Models for Developers: A Prompt-based Exploration on EtoBox?

Large Language Models for Developers: A Prompt-based Exploration by Oswald Campesato is a nonfiction available to read on EtoBox.

What is Large Language Models for Developers: A Prompt-based Exploration about?

This book offers a thorough exploration of Large Language Models (LLMs), guiding developers through the evolving landscape of generative AI and equipping them with the skills to utilize LLMs in practical applications. Designed for developers with a foundational understanding of machine learning, this book covers essential topics such as prompt engineering techniques, fine-tuning methods, attention mechanisms, and quantization strategies to optimize and deploy LLMs. Beginning with an introduction to generative AI, the book explains distinctions between conversational AI and generative models like GPT-4 and BERT, laying the groundwork for prompt engineering (Chapters 2 and 3). Some of the LLMs that are used for generating completions to prompts include Llama-3.1 405B, Llama 3, GPT-4o, Claude 3, Google Gemini, and Meta AI. Readers learn the art of creating effective prompts, covering advanced methods like Chain of Thought (CoT) and Tree of Thought prompts. As the book progresses, it details fine-tuning techniques (Chapters 5 and 6), demonstrating how to customize LLMs for specific tasks through methods like LoRA and QLoRA, and includes Python code samples for hands-on learning. Reader

Who reads Large Language Models for Developers: A Prompt-based Exploration?

Author

Oswald Campesato

Publisher

Independently Published

Published

2024

Language

EN

ISBN

9781501523564

Category

nonfiction

Subjects

Computer Science, Stem