IAS Informal Seminar on Machine Learning for Theoretical Physicists

This will be a discussion about large language models such as OpenAI’s GPT series, oriented towards physicists.

After a brief survey of the state of the art, we describe transformer models in detail, and discuss current ideas on how they work and...