Evolutionary trees from LLM weights recover ground-truth training topologies and identify key datasets and layers through phenotypic analysis.
Uniparentalinheritanceofmitochondrialandchloroplastgenes: mechanisms and evolution.Proceedings of the National Academy of Sciences, 92(25):11331–11338, 1995
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Analysis and Explainability of LLMs Via Evolutionary Methods
Evolutionary trees from LLM weights recover ground-truth training topologies and identify key datasets and layers through phenotypic analysis.