Innovation And The Digital Enterprise

Large Language Models 101 with Michelangelo D'Agostino

Informações:

Synopsis

Today we’re sharing another insightful presentation from our most recent Innovative Executives League Summit, where Michelangelo D’Agostino, VP of Machine Learning at Tegus, delivered a foundational lesson about large language models. Imagine you are Rip Van Winkle, as Michelangelo puts it, and you have woken up after a long sleep and encountered the current AI landscape. What have you missed? What do you need to know to move forward? Calling upon his data analysis and machine learning expertise, Michelangelo offers clear, concise insights to introduce audiences to the capabilities and shortcomings of large language models today.  In this presentation, Michelangelo integrates large language models to demonstrate their abilities. Defining the term and other critical ones (What does GPT mean?), he dives into the factors that have led to the exponential growth in these models since 2020 and details the training methodologies that led to major advances. Michelangelo covers how instruction tuning brought