Building an Ecosystem for Open Foundation Models - Challenges and Opportunities

Offered By: Data Council via YouTube

Course Description

Overview

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Explore the challenges and opportunities in building an open source foundation model ecosystem through this 34-minute talk by Ce Zhang at Data Council. Gain insights into balancing data quality, model architecture, and infrastructure while managing large-scale GPU clusters. Learn how to reason about data quality in a structured manner to improve model performance. Discover unique perspectives on technical issues in open source ecosystems and behind-the-scenes aspects of data science and AI development.

Syllabus

Building an Ecosystem for Open Foundation Models, Together

Taught by

Data Council

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