hub/pr_2472/en/_app/immutable/nodes/157.c00a0c8a.js

import{s as _e,n as xe,o as He}from"../chunks/scheduler.258d2a4d.js";import{S as Ce,i as Fe,e as i,s as n,c as m,h as Je,a as o,d as l,b as a,f as we,g as u,j as r,k as ye,l as Be,m as s,n as f,t as c,o as g,p as h}from"../chunks/index.421344fd.js";import{C as Ze}from"../chunks/CopyLLMTxtMenu.81d32768.js";import{C as Le}from"../chunks/CodeBlock.cae550a8.js";import{H as R,E as Ue}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.2eff8d01.js";function Ge(me){let p,S,I,k,d,A,$,N,b,ue="<code>rl-baselines3-zoo</code> is a training framework for Reinforcement Learning using Stable Baselines3.",Y,T,P,j,fe='You can find RL-Baselines3-Zoo models by filtering at the left of the <a href="https://huggingface.co/models?library=stable-baselines3" rel="nofollow">models page</a>.',X,v,ce='The Stable-Baselines3 team is hosting a collection of +150 trained Reinforcement Learning agents with tuned hyperparameters that you can find <a href="https://huggingface.co/sb3" rel="nofollow">here</a>.',E,M,ge="All models on the Hub come up with useful features:",q,w,he="<li>An automatically generated model card with a description, a training configuration, and more.</li> <li>Metadata tags that help for discoverability.</li> <li>Evaluation results to compare with other models.</li> <li>A video widget where you can watch your agent performing.</li>",V,y,O,L,de="You can simply download a model from the Hub using <code>load_from_hub</code>:",Q,_,D,x,$e="You can define three parameters:",K,H,be="<li><code>--repo-name</code>: The name of the repo.</li> <li><code>-orga</code>: A Hugging Face username or organization.</li> <li><code>-f</code>: The destination folder.</li>",ee,C,te,F,Te="You can easily upload your models with <code>push_to_hub</code>. That will save the model, evaluate it, generate a model card and record a replay video of your agent before pushing the complete repo to the Hub.",le,J,se,B,je="You can define three parameters:",ne,Z,ve="<li><code>--repo-name</code>: The name of the repo.</li> <li><code>-orga</code>: Your Hugging Face username.</li> <li><code>-f</code>: The folder where the model is saved.</li>",ae,U,ie,G,Me='<li>RL-Baselines3-Zoo <a href="https://huggingface.co/sb3" rel="nofollow">official trained models</a></li> <li>RL-Baselines3-Zoo <a href="https://github.com/DLR-RM/rl-baselines3-zoo" rel="nofollow">documentation</a></li>',oe,z,re,W,pe;return d=new Ze({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),$=new R({props:{title:"Using RL-Baselines3-Zoo at Hugging Face",local:"using-rl-baselines3-zoo-at-hugging-face",headingTag:"h1"}}),T=new R({props:{title:"Exploring RL-Baselines3-Zoo in the Hub",local:"exploring-rl-baselines3-zoo-in-the-hub",headingTag:"h2"}}),y=new R({props:{title:"Using existing models",local:"using-existing-models",headingTag:"h2"}}),_=new Le({props:{code:"JTIzJTIwRG93bmxvYWQlMjBwcG8lMjBTcGFjZUludmFkZXJzTm9GcmFtZXNraXAtdjQlMjBtb2RlbCUyMGFuZCUyMHNhdmUlMjBpdCUyMGludG8lMjB0aGUlMjBsb2dzJTJGJTIwZm9sZGVyJTBBcHl0aG9uJTIwLW0lMjBybF96b28zLmxvYWRfZnJvbV9odWIlMjAtLWFsZ28lMjBkcW4lMjAtLWVudiUyMFNwYWNlSW52YWRlcnNOb0ZyYW1lc2tpcC12NCUyMC1mJTIwbG9ncyUyRiUyMC1vcmdhJTIwc2IzJTBBcHl0aG9uJTIwZW5qb3kucHklMjAtLWFsZ28lMjBkcW4lMjAtLWVudiUyMFNwYWNlSW52YWRlcnNOb0ZyYW1lc2tpcC12NCUyMCUyMC1mJTIwbG9ncyUyRg==",highlighted:`<span class="hljs-comment"># Download ppo SpaceInvadersNoFrameskip-v4 model and save it into the logs/ folder</span>
<span class="hljs-string">python</span> -<span class="hljs-string">m</span> <span class="hljs-string">rl_zoo3</span>.<span class="hljs-string">load_from_hub</span> <span class="hljs-built_in">--algo</span> <span class="hljs-string">dqn</span> <span class="hljs-built_in">--env</span> <span class="hljs-string">SpaceInvadersNoFrameskip-v4</span> -<span class="hljs-string">f</span> <span class="hljs-string">logs</span>/ -<span class="hljs-string">orga</span> <span class="hljs-string">sb3</span>
<span class="hljs-string">python</span> <span class="hljs-string">enjoy</span>.<span class="hljs-string">py</span> <span class="hljs-built_in">--algo</span> <span class="hljs-string">dqn</span> <span class="hljs-built_in">--env</span> <span class="hljs-string">SpaceInvadersNoFrameskip-v4</span>  -<span class="hljs-string">f</span> <span class="hljs-string">logs</span>/`,lang:"",wrap:!1}}),C=new R({props:{title:"Sharing your models",local:"sharing-your-models",headingTag:"h2"}}),J=new Le({props:{code:"cHl0aG9uJTIwLW0lMjBybF96b28zLnB1c2hfdG9faHViJTIwJTIwLS1hbGdvJTIwZHFuJTIwJTIwLS1lbnYlMjBTcGFjZUludmFkZXJzTm9GcmFtZXNraXAtdjQlMjAlMjAtLXJlcG8tbmFtZSUyMGRxbi1TcGFjZUludmFkZXJzTm9GcmFtZXNraXAtdjQlMjAlMjAtb3JnYSUyMFRob21hc1NpbW9uaW5pJTIwJTIwLWYlMjBsb2dzJTJG",highlighted:'python -m rl_zoo3<span class="hljs-selector-class">.push_to_hub</span>  <span class="hljs-attr">--algo</span> dqn  <span class="hljs-attr">--env</span> SpaceInvadersNoFrameskip-v4  <span class="hljs-attr">--repo-name</span> dqn-SpaceInvadersNoFrameskip-v4  -orga ThomasSimonini  -f logs/',lang:"",wrap:!1}}),U=new R({props:{title:"Additional resources",local:"additional-resources",headingTag:"h2"}}),z=new Ue({props:{source:"https://github.com/huggingface/hub-docs/blob/main/docs/hub/rl-baselines3-zoo.md"}}),{c(){p=i("meta"),S=n(),I=i("p"),k=n(),m(d.$$.fragment),A=n(),m($.$$.fragment),N=n(),b=i("p"),b.innerHTML=ue,Y=n(),m(T.$$.fragment),P=n(),j=i("p"),j.innerHTML=fe,X=n(),v=i("p"),v.innerHTML=ce,E=n(),M=i("p"),M.textContent=ge,q=n(),w=i("ol"),w.innerHTML=he,V=n(),m(y.$$.fragment),O=n(),L=i("p"),L.innerHTML=de,Q=n(),m(_.$$.fragment),D=n(),x=i("p"),x.textContent=$e,K=n(),H=i("ul"),H.innerHTML=be,ee=n(),m(C.$$.fragment),te=n(),F=i("p"),F.innerHTML=Te,le=n(),m(J.$$.fragment),se=n(),B=i("p"),B.textContent=je,ne=n(),Z=i("ul"),Z.innerHTML=ve,ae=n(),m(U.$$.fragment),ie=n(),G=i("ul"),G.innerHTML=Me,oe=n(),m(z.$$.fragment),re=n(),W=i("p"),this.h()},l(e){const 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