Tracing the Evolutionary Relationships and Performance Capabilities of Large Language Models through Phylogenetic Analysis

Applying phylogenetic algorithms to Large Language Models can reconstruct their evolutionary relationships and predict their performance on benchmarks, offering insights into model development and capabilities.