Lecture
This lecture covers the latest advancements in natural language processing, focusing on the efficiency of training large language models. Topics include the staggering costs of training state-of-the-art models, the environmental impact of AI, and the challenges of scaling language models. The lecture also discusses the evolution of model sizes over the years and the trade-offs between model accuracy and efficiency.