A Tutorial on how large language models memorize knowledge
Overview
This presentation was created for the high school students from Matsue Minami High School who visited our lab. I gave a talk on large language models and showed how their high school math connects to them, from the perspective of high dimensional probability. The presentation was provided in Japanese.
About Slidev
This presentation was built using Slidev, a slides-making tool for engineers. I love using it for its ease of writing in Markdown and the minimal but beautiful design!
Shinnosuke Ono
Master’s Student
I’m interested in understanding how machines learn through the lens of representations. My research interests include representation learning, multimodal models, language models, and reinforcement learning.