Building a Conformal Chatbot in Julia

Conformal Prediction, LLMs and HuggingFace — Part 1

Large Language Models (LLM) are all the buzz right now. They are used for a variety of tasks, including text classification, question answering, and text generation. In this tutorial, we will show how to conformalize a transformer language model for text classification using ConformalPrediction.jl.

👀 At a Glance

In particular, we are interested in the task of intent classification as illustrated in the sketch below…