Sustainable Computing Practices: A Guide for AI Researchers and Practitioners

Authors

Jesse Dodge (Allen Institute for AI)
Alexandra Sasha Luccioni (Hugging Face)
Robert Stojnic (Hugging Face)

Abstract

This practical guide provides concrete recommendations for implementing sustainable computing practices in AI research and development.

The research outlines specific strategies for reducing energy consumption and carbon emissions throughout the AI development lifecycle, from experiment design to deployment.

The authors present case studies and empirical evidence demonstrating the effectiveness of various sustainability practices in real-world AI projects.

Sources

Notice something missing or incorrect?
Suggest changes on GitHub