Very Large Language Models and How to Evaluate Them

Evaluating large language models trained on code

Understanding the capabilities, limitations, and societal impact of large language models

Red-Teaming Large Language Models

Evaluating Language Model Bias with 🤗 Evaluate

Efficient training of language models to fill in the middle

Foundations of Large Language Models

Foundations of Large Language Models is a book that focuses on core concepts of large language models rather than exhaustive coverage of the latest technologies. It is organized into six chapters covering pre‑training, generative models, prompting, alignment, inference, and reasoning. The book targets college students, professionals, and practitioners in NLP and related fields, serving as a reference for anyone interested in large language models.