self-instruct

Prompt a model for a thousand examples and you get one example a thousand times, with the nouns changed. This lesson covers why raising temperature does not fix that, the seed-conditioning trick that does, how Self-Instruct and Evol-Instruct systematise it, programmatic generation where ground truth is known by construction, and how to measure whether a dataset actually covers its input space.