Large Language Models An Introduction

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.

J-Novel Club is a digital publishing company started by translators and fans like you! Our mission is to translate and release the coolest, funnest, and newest light novels from Japan to the world. By focusing on digital releases, and providing a membership service to let people read the books as soon as they are translated, our goal is to build a community of light novel readers and to grow the market, so that more and more releases can be officially licensed and translated. We won't just publish the big hit light novels that get anime adaptations, but also newer titles or books from small publishers and web novels... as long as it's a blast to read, we'll bring it to you! So pull out your tablet or ereader, sit down in a comfy chair, and join the club! weniger anzeigen expand_less