LOCUS: Low-Dimensional Model Embeddings for Efficient Model Exploration, Comparison, and Selection

Shivam Patel, William Cocke, Gauri Joshi

The rapidly growing ecosystem of Large Language Models (LLMs) makes it increasingly challenging to manage and utilize the vast and dynamic pool of models effectively. We propose LO…