The Mathematics of Large Language Models: From Tokens to Transformers, Training to Decoding

"The Mathematics of Large Language Models: From Tokens to Transformers, Training to Decoding""The Mathematics of Large Language Models" bridges the gap between high-level intuition and rigorous implementation. This book is designed for machine learning engineers, data scientists, and researchers who demand a precise mathematical understanding of how modern generative AI functions. By peeling away abstraction layers, we treat the Large Language Model not as a black box, but as a complex prob...