The Anatomy of a Small Language Model: How Language Models Work, Break, and Can Be Engineered
This book provides a comprehensive look at small language models, explaining their operational principles, identifying key failure points, and guiding the engineering process. Ideal for those interested in AI development, it breaks down complex concepts into understandable parts without requiring advanced expertise.
About This Book
The Anatomy of a Small Language Model delves into the fundamental principles behind language models, focusing on smaller-scale implementations that are accessible for study and development.
Readers will gain an understanding of how these models process and generate language, examining the mechanisms that enable their capabilities.
The book also addresses common points of failure in language models, providing clarity on why errors occur and how they impact performance.
Finally, it offers practical insights into engineering these models, empowering developers to build and refine their own versions with greater precision.
Reviews
No reviews yet. Be the first to review this book!