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Foundation models are Artificial Intelligence (AI) models designed to produce a wide variety of outputs. They are capable of a range of possible tasks and applications, such as text, image or audio generation. Foundation models can be standalone systems or can be used as a 'base' for many other applications (i.e. text and image generation).
This project explores the state of the art of foundation models, especially pertaining to their use within the Department of Energy—and how to support the field as it expands.