7min chapter

Super Data Science: ML & AI Podcast with Jon Krohn cover image

801: Merged LLMs Are Smaller And More Capable, with Arcee AI's Mark McQuade and Charles Goddard

Super Data Science: ML & AI Podcast with Jon Krohn

CHAPTER

Innovative Model Merging Using Evolutionary Algorithms

The chapter explores a cutting-edge approach in AI utilizing evolutionary algorithms, specifically CMAES, to optimize the merging process of language models. By merging multiple complex models into a single more efficient model, the algorithm aims to enhance the capabilities of solving grade school math problems in Japanese.

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