Large Language Models - Michael Douglas
IAS Informal Seminar on Machine Learning for Theoretical Physicists
Topic: Large Language Models
Speaker: Michael Douglas
Affiliation: CMSA, Harvard University
Date: April 20, 2023
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 how models trained to predict the next word in a text are able to perform other tasks displaying intelligence.
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