☂️ BoCoEL Bayesian Optimization as a Coverage Tool for Evaluating Large Language Models 🤔 Why BoCoEL? Large language models are expensive and slow behemoths, and evaluating them on gigantic modern datasets only makes it worse. If only there is a way to just select a meaningful (and small) subset of the corpus and obtain a highly accurate evaluation..... Wait, sounds like Bayesian Optmization! Bocoel works in the following steps: Encode individual entry into embeddings (way cheaper / faster than...