COSMOS: Predictable and Cost-Effective Adaptation of LLMs

Jiayu Wang, Aws Albarghouthi, Frederic Sala

Large language models (LLMs) achieve remarkable performance across numerous tasks by using a diverse array of adaptation strategies. However, optimally selecting a model and adapta…