1.0Towards Data Sciencehttps://towardsdatascience.comTDS Editorshttps://towardsdatascience.com/author/towardsdatascience/rich600338<blockquote class="wp-embedded-content" data-secret="b9zHRvWeee"><a href="https://towardsdatascience.com/building-a-conformal-chatbot-in-julia-1ed23363a280/">Building a Conformal Chatbot in Julia</a></blockquote><iframe sandbox="allow-scripts" security="restricted" src="https://towardsdatascience.com/building-a-conformal-chatbot-in-julia-1ed23363a280/embed/#?secret=b9zHRvWeee" width="600" height="338" title="“Building a Conformal Chatbot in Julia” — Towards Data Science" data-secret="b9zHRvWeee" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" class="wp-embedded-content"></iframe><script> /*! This file is auto-generated */ !function(d,l){"use strict";l.querySelector&&d.addEventListener&&"undefined"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!/[^a-zA-Z0-9]/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret="'+t.secret+'"]'),o=l.querySelectorAll('blockquote[data-secret="'+t.secret+'"]'),c=new RegExp("^https?:$","i"),i=0;i<o.length;i++)o[i].style.display="none";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute("style"),"height"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):"link"===t.message&&(r=new URL(s.getAttribute("src")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener("message",d.wp.receiveEmbedMessage,!1),l.addEventListener("DOMContentLoaded",function(){for(var e,t,s=l.querySelectorAll("iframe.wp-embedded-content"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute("data-secret"))||(t=Math.random().toString(36).substring(2,12),e.src+="#?secret="+t,e.setAttribute("data-secret",t)),e.contentWindow.postMessage({message:"ready",secret:t},"*")},!1)))}(window,document); </script> https://towardsdatascience.com/wp-content/uploads/2023/07/16sR4avVO7_a1P6V3Bsm6vg.jpeg2240827Conformal 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](https://juliatrustworthyai.github.io/ConformalPrediction.jl/dev/). 👀 At a […]