Latest Research Papers
2025-01-16
arXiv
Foundations of Large Language Models
The book focuses on foundational concepts of large language models, covering pre-training, generative models, prompting techniques, and alignment methods. It is designed for college students, professionals, and practitioners in NLP and related fields.
This is a book about large language models. As indicated by the title, it
primarily focuses on foundational concepts rather than comprehensive coverage
of all cutting-edge technologies. The book is structured into four main
chapters, each exploring a key area: pre-training, generative models, prompting
techniques, and alignment methods. It is intended for college students,
professionals, and practitioners in natural language processing and related
fields, and can serve as a reference for anyone interested in large language
models.