Sloth: scaling laws for LLM skills to predict multi-benchmark performance across families

Felipe Maia Polo, Seamus Somerstep, Leshem Choshen +2

Scaling laws for large language models (LLMs) predict model performance based on parameters like size and training data. However, differences in training configurations and data pr…