EVALUATING LLM PERFORMANCE ON SPECIALIZED TASKS¶

METRIC EVALUATION BEST PRACTICES

Intelligence is what one can do with a little bit of information. Stupidity is what one can't do with a lot of information. Today's LLMs and AI fall into the latter category; however, we can push them in the direction of the former by providing them with the context they require to make decisions. The most effective way of doing that is with Retrieval-Augmented Generation (RAG).[1]