optimum-neuron/v0.3.0/en/_app/immutable/nodes/16.8a576b79.js

import{s as A,n as S,o as P}from"../chunks/scheduler.85c25b89.js";import{S as H,i as L,g as m,s as c,r as M,A as N,h as u,f as a,c as p,j as k,u as O,x as $,k as _,y as W,a as r,v as E,d as I,t as z,w as C}from"../chunks/index.c9bcf812.js";import{H as j}from"../chunks/getInferenceSnippets.5ea0a804.js";function R(x){let n,f,l,g,i,h,s,y=`🤗 Optimum Neuron is the interface between the 🤗 Transformers library and AWS Accelerators including <a href="https://aws.amazon.com/machine-learning/trainium/?nc1=h_ls" rel="nofollow">AWS Trainium</a> and <a href="https://aws.amazon.com/machine-learning/inferentia/?nc1=h_ls" rel="nofollow">AWS Inferentia</a>.
It provides a set of tools enabling easy model loading, training and inference on single- and multi-Accelerator settings for different downstream tasks.
The list of officially validated models and tasks is available <a href="https://huggingface.co/docs/optimum-neuron/package_reference/configuration#supported-architectures" rel="nofollow">here</a>.`,w,o,T=`<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="./tutorials/fine_tune_bert"><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 training &amp; deploying transformers on AWS Trainium and AWS Inferentia.
        Start here if you are using 🤗 Optimum Neuron for the first time!</p></a> <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./guides/setup_aws_instance"><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 🤗 Optimum
        Neuron 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="./package_reference/trainer"><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 the classes and methods of 🤗 Optimum Neuron work.</p></a></div>`,b,d,v;return i=new j({props:{title:"🤗 Optimum Neuron",local:"-optimum-neuron",headingTag:"h1"}}),{c(){n=m("meta"),f=c(),l=m("p"),g=c(),M(i.$$.fragment),h=c(),s=m("p"),s.innerHTML=y,w=c(),o=m("div"),o.innerHTML=T,b=c(),d=m("p"),this.h()},l(e){const t=N("svelte-u9bgzb",document.head);n=u(t,"META",{name:!0,content:!0}),t.forEach(a),f=p(e),l=u(e,"P",{}),k(l).forEach(a),g=p(e),O(i.$$.fragment,e),h=p(e),s=u(e,"P",{"data-svelte-h":!0}),$(s)!=="svelte-1go5006"&&(s.innerHTML=y),w=p(e),o=u(e,"DIV",{class:!0,"data-svelte-h":!0}),$(o)!=="svelte-wipj80"&&(o.innerHTML=T),b=p(e),d=u(e,"P",{}),k(d).forEach(a),this.h()},h(){_(n,"name","hf:doc:metadata"),_(n,"content",q),_(o,"class","mt-10")},m(e,t){W(document.head,n),r(e,f,t),r(e,l,t),r(e,g,t),E(i,e,t),r(e,h,t),r(e,s,t),r(e,w,t),r(e,o,t),r(e,b,t),r(e,d,t),v=!0},p:S,i(e){v||(I(i.$$.fragment,e),v=!0)},o(e){z(i.$$.fragment,e),v=!1},d(e){e&&(a(f),a(l),a(g),a(h),a(s),a(w),a(o),a(b),a(d)),a(n),C(i,e)}}}const q='{"title":"🤗 Optimum Neuron","local":"-optimum-neuron","sections":[],"depth":1}';function D(x){return P(()=>{new URLSearchParams(window.location.search).get("fw")}),[]}class F extends H{constructor(n){super(),L(this,n,D,R,A,{})}}export{F as component};