import{s as ke,n as Ae,o as Pe}from"../chunks/scheduler.9cda857a.js";import{S as Ue,i as Ee,e as n,s,c as p,h as Ve,a as o,d as i,b as a,f as Le,g as f,j as r,k as pe,l as je,m as l,n as c,t as h,o as g,p as $}from"../chunks/index.f47f3121.js";import{C as Ge}from"../chunks/CopyLLMTxtMenu.676ed699.js";import{C as ze}from"../chunks/CodeBlock.24d62f98.js";import{H as N,E as Fe}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.64d112fc.js";function Ie(fe){let d,Z,F,q,b,S,v,O,y,ce="<code>asteroid</code> is a Pytorch toolkit for audio source separation. It enables fast experimentation on common datasets with support for a large range of datasets and recipes to reproduce papers.",X,w,Y,x,he='You can find <code>asteroid</code> models by filtering at the left of the <a href="https://huggingface.co/models?filter=asteroid" rel="nofollow">models page</a>.',Q,_,ge="All models on the Hub come up with the following features:",B,M,$e="<li>An automatically generated model card with a description, training configuration, metrics, and more.</li> <li>Metadata tags that help for discoverability and contain information such as licenses and datasets.</li> <li>An interactive widget you can use to play out with the model directly in the browser.</li> <li>An Inference API that allows to make inference requests.</li>",D,m,be='<img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/libraries-transformers_widget.png"/> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/libraries-transformers_widget-dark.png"/>',R,T,W,C,ve='For a full guide on loading pre-trained models, we recommend checking out the <a href="https://github.com/asteroid-team/asteroid/blob/master/docs/source/readmes/pretrained_models.md" rel="nofollow">official guide</a>.',J,H,ye="All model classes (<code>BaseModel</code>, <code>ConvTasNet</code>, etc) have a <code>from_pretrained</code> method that allows to load models from the Hub.",K,L,ee,k,we="If you want to see how to load a specific model, you can click <code>Use in Adapter Transformers</code> and you will be given a working snippet that you can load it!",te,u,xe='<img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/libraries-transformers_snippet.png"/> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/libraries-transformers_snippet-dark.png"/>',ie,A,le,P,_e='At the moment there is no automatic method to upload your models to the Hub, but the process to upload them is documented in the <a href="https://github.com/asteroid-team/asteroid/blob/master/docs/source/readmes/pretrained_models.md#share-your-models" rel="nofollow">official guide</a>.',se,U,Me="All the recipes create all the needed files to upload a model to the Hub. The process usually involves the following steps:",ae,E,Te="<li>Create and clone a model repository.</li> <li>Moving files from the recipe output to the repository (model card, model filte, TensorBoard traces).</li> <li>Push the files (<code>git add</code> + <code>git commit</code> + <code>git push</code>).</li>",ne,V,Ce="Once you do this, you can try out your model directly in the browser and share it with the rest of the community.",oe,j,re,G,He='<li>Asteroid <a href="https://asteroid-team.github.io/" rel="nofollow">website</a>.</li> <li>Asteroid <a href="https://github.com/asteroid-team/asteroid" rel="nofollow">library</a>.</li> <li>Integration <a href="https://github.com/asteroid-team/asteroid/blob/master/docs/source/readmes/pretrained_models.md" rel="nofollow">docs</a>.</li>',de,z,me,I,ue;return b=new Ge({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),v=new N({props:{title:"Using Asteroid at Hugging Face",local:"using-asteroid-at-hugging-face",headingTag:"h1"}}),w=new N({props:{title:"Exploring Asteroid in the Hub",local:"exploring-asteroid-in-the-hub",headingTag:"h2"}}),T=new N({props:{title:"Using existing models",local:"using-existing-models",headingTag:"h2"}}),L=new ze({props:{code:"ZnJvbSUyMGFzdGVyb2lkLm1vZGVscyUyMGltcG9ydCUyMENvbnZUYXNOZXQlMEFtb2RlbCUyMCUzRCUyMENvbnZUYXNOZXQuZnJvbV9wcmV0cmFpbmVkKCdtcGFyaWVudGUlMkZDb252VGFzTmV0X1dIQU1fc2VwY2xlYW4nKQ==",highlighted:`<span class="hljs-keyword">from</span> asteroid.models <span class="hljs-keyword">import</span> ConvTasNet
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