When working with LLMs sometimes you want to know if the response you’re getting from the model is the one that at least the model itself is sort of confident about. For example, I recently worked on classifying pull requests into categories like “feature”, “bugfix”, “infrastructure”, etc with LLMs, and as part of the process we wanted to know how many categories should we assign for each PR. We were interested in assigning any number of categories that are relevant to the PR (a...
