import{s as K,n as N,o as Q}from"../chunks/scheduler.7da89386.js";import{S as W,i as J,g as r,s as i,r as V,A as X,h as s,f as a,c as l,j as B,x as v,u as U,k as M,y as Y,a as n,v as D,d as F,t as G,w as I}from"../chunks/index.20910acc.js";import{H as Z,E as ee}from"../chunks/getInferenceSnippets.217b4024.js";function te(q){let o,x,b,y,d,j='<br/> <img src="https://huggingface.co/datasets/evaluate/media/resolve/main/evaluate-banner.png" width="400"/> <br/>',_,c,$,m,S="A library for easily evaluating machine learning models and datasets.",E,p,z="With a single line of code, you get access to dozens of evaluation methods for different domains (NLP, Computer Vision, Reinforcement Learning, and more!). Be it on your local machine or in a distributed training setup, you can evaluate your models in a consistent and reproducible way!",L,g,A='Visit the 🤗 Evaluate <a href="https://huggingface.co/evaluate-metric" rel="nofollow">organization</a> for a full list of available metrics. Each metric has a dedicated Space with an interactive demo for how to use the metric, and a documentation card detailing the metrics limitations and usage.',T,f,O='<p><strong>Tip:</strong> For more recent evaluation approaches, for example for evaluating LLMs, we recommend our newer and more actively maintained library <a href="https://github.com/huggingface/lighteval" rel="nofollow">LightEval</a>.</p>',C,u,R='<div class="w-full flex flex-col space-y-4 md:space-y-0 md:grid md:grid-cols-2 md:gap-y-4 md:gap-x-5"><a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./installation"><div class="w-full text-center bg-gradient-to-br from-blue-400 to-blue-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">Tutorials</div> <p class="text-gray-700">Learn the basics and become familiar with loading, computing, and saving with 🤗 Evaluate. Start here if you are using 🤗 Evaluate for the first time!</p></a> <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./choosing_a_metric"><div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">How-to guides</div> <p class="text-gray-700">Practical guides to help you achieve a specific goal. Take a look at these guides to learn how to use 🤗 Evaluate to solve real-world problems.</p></a> <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./types_of_evaluations"><div class="w-full text-center bg-gradient-to-br from-pink-400 to-pink-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">Conceptual guides</div> <p class="text-gray-700">High-level explanations for building a better understanding of important topics such as considerations going into evaluating a model or dataset and the difference between metrics, measurements, and comparisons.</p></a> <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./package_reference/main_classes"><div class="w-full text-center bg-gradient-to-br from-purple-400 to-purple-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">Reference</div> <p class="text-gray-700">Technical descriptions of how 🤗 Evaluate classes and methods work.</p></a></div>',k,h,H,w,P;return c=new Z({props:{title:"🤗 Evaluate",local:"-evaluate",headingTag:"h1"}}),h=new ee({props:{source:"https://github.com/huggingface/evaluate/blob/main/docs/source/index.mdx"}}),{c(){o=r("meta"),x=i(),b=r("p"),y=i(),d=r("p"),d.innerHTML=j,_=i(),V(c.$$.fragment),$=i(),m=r("p"),m.textContent=S,E=i(),p=r("p"),p.textContent=z,L=i(),g=r("p"),g.innerHTML=A,T=i(),f=r("blockquote"),f.innerHTML=O,C=i(),u=r("div"),u.innerHTML=R,k=i(),V(h.$$.fragment),H=i(),w=r("p"),this.h()},l(e){const t=X("svelte-u9bgzb",document.head);o=s(t,"META",{name:!0,content:!0}),t.forEach(a),x=l(e),b=s(e,"P",{}),B(b).forEach(a),y=l(e),d=s(e,"P",{align:!0,"data-svelte-h":!0}),v(d)!=="svelte-12o05wr"&&(d.innerHTML=j),_=l(e),U(c.$$.fragment,e),$=l(e),m=s(e,"P",{"data-svelte-h":!0}),v(m)!=="svelte-39j43p"&&(m.textContent=S),E=l(e),p=s(e,"P",{"data-svelte-h":!0}),v(p)!=="svelte-1qrtjap"&&(p.textContent=z),L=l(e),g=s(e,"P",{"data-svelte-h":!0}),v(g)!=="svelte-16w2hj7"&&(g.innerHTML=A),T=l(e),f=s(e,"BLOCKQUOTE",{"data-svelte-h":!0}),v(f)!=="svelte-1qr8qhz"&&(f.innerHTML=O),C=l(e),u=s(e,"DIV",{class:!0,"data-svelte-h":!0}),v(u)!=="svelte-uvvmxj"&&(u.innerHTML=R),k=l(e),U(h.$$.fragment,e),H=l(e),w=s(e,"P",{}),B(w).forEach(a),this.h()},h(){M(o,"name","hf:doc:metadata"),M(o,"content",ae),M(d,"align","center"),M(u,"class","mt-10")},m(e,t){Y(document.head,o),n(e,x,t),n(e,b,t),n(e,y,t),n(e,d,t),n(e,_,t),D(c,e,t),n(e,$,t),n(e,m,t),n(e,E,t),n(e,p,t),n(e,L,t),n(e,g,t),n(e,T,t),n(e,f,t),n(e,C,t),n(e,u,t),n(e,k,t),D(h,e,t),n(e,H,t),n(e,w,t),P=!0},p:N,i(e){P||(F(c.$$.fragment,e),F(h.$$.fragment,e),P=!0)},o(e){G(c.$$.fragment,e),G(h.$$.fragment,e),P=!1},d(e){e&&(a(x),a(b),a(y),a(d),a(_),a($),a(m),a(E),a(p),a(L),a(g),a(T),a(f),a(C),a(u),a(k),a(H),a(w)),a(o),I(c,e),I(h,e)}}}const ae='{"title":"🤗 Evaluate","local":"-evaluate","sections":[],"depth":1}';function ne(q){return Q(()=>{new URLSearchParams(window.location.search).get("fw")}),[]}class re extends W{constructor(o){super(),J(this,o,ne,te,K,{})}}export{re as component};