Meerkat and the Path to Foundation Models as a Reliable Software Abstraction · Hazy Research
Meerkat is an open-source Python library, designed to help technical teams interactively wrangle images, videos, text documents and more with foundation models.
Meerkat and the Path to Foundation Models as a Reliable Software Abstraction · Hazy Research Mar 1, 2023 · 9 min read Meerkat and the Path to Foundation Models as a Reliable Software Abstraction Karan Goel* , Sabri Eyuboglu* , Arjun Desai* , James Zou , Chris Ré . The Rise of Unstructured Data Recent progress in machine learning shows that foundation models —large machine learning models trained on massive amounts of data—can perform a remarkably wide range of tasks with reasonable proficiency. These models can even be taught to perform entirely new tasks through in-context learning with a sma
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