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EleutherAI: Going Beyond "Open Science" to "Science in the Open"
Jason Phang · Herbie Bradley · Leo Gao · Louis Castricato · Stella Biderman
Event URL: https://openreview.net/forum?id=JWHQ8U1IdYb »
Over the past two years, EleutherAI has established itself as a radical initiative aimed at both promoting open-source research and conducting research in a transparent, openly accessible and collaborative manner. EleutherAI's approach to research goes beyond transparency; by doing research entirely in public, anyone in the world can observe and contribute at every stage. Our work has been received positively and resulted in several high-impact projects in Natural Language Processing and other fields. In this paper, we describe our experience doing public-facing machine learning research, the benefits we believe this approach brings, and the pitfalls we have encountered.
Author Information
Jason Phang (New York University)
Herbie Bradley (University of Cambridge)
Leo Gao (OpenAI)
Louis Castricato (Georgia Institute of Technology)
Stella Biderman (EleutherAI)
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