hub/main/en/notebooks.html

<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Jupyter Notebooks on the Hugging Face Hub&quot;,&quot;local&quot;:&quot;jupyter-notebooks-on-the-hugging-face-hub&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Rendering Jupyter notebooks on the Hub&quot;,&quot;local&quot;:&quot;rendering-jupyter-notebooks-on-the-hub&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;Launch in Google Colab&quot;,&quot;local&quot;:&quot;launch-in-google-colab&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}">
		<link href="/docs/hub/main/en/_app/immutable/assets/0.e3b0c442.css" rel="modulepreload">
		<link rel="modulepreload" href="/docs/hub/main/en/_app/immutable/entry/start.d0cd5065.js">
		<link rel="modulepreload" href="/docs/hub/main/en/_app/immutable/chunks/scheduler.d6170356.js">
		<link rel="modulepreload" href="/docs/hub/main/en/_app/immutable/chunks/singletons.d032f1eb.js">
		<link rel="modulepreload" href="/docs/hub/main/en/_app/immutable/chunks/paths.752f1c6b.js">
		<link rel="modulepreload" href="/docs/hub/main/en/_app/immutable/entry/app.b6abe3c1.js">
		<link rel="modulepreload" href="/docs/hub/main/en/_app/immutable/chunks/index.fcd4cc08.js">
		<link rel="modulepreload" href="/docs/hub/main/en/_app/immutable/nodes/0.f045427f.js">
		<link rel="modulepreload" href="/docs/hub/main/en/_app/immutable/nodes/87.1517a534.js">
		<link rel="modulepreload" href="/docs/hub/main/en/_app/immutable/chunks/EditOnGithub.da2b595c.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Jupyter Notebooks on the Hugging Face Hub&quot;,&quot;local&quot;:&quot;jupyter-notebooks-on-the-hugging-face-hub&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Rendering Jupyter notebooks on the Hub&quot;,&quot;local&quot;:&quot;rendering-jupyter-notebooks-on-the-hub&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;Launch in Google Colab&quot;,&quot;local&quot;:&quot;launch-in-google-colab&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}"><!-- HEAD_svelte-u9bgzb_END -->      <p></p>  <h1 class="relative group"><a id="jupyter-notebooks-on-the-hugging-face-hub" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#jupyter-notebooks-on-the-hugging-face-hub"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Jupyter Notebooks on the Hugging Face Hub</span></h1> <p data-svelte-h="svelte-3oolx1"><a href="https://jupyter.org/" rel="nofollow">Jupyter notebooks</a> are a very popular format for sharing code and data analysis for machine learning and data science. They are interactive documents that can contain code, visualizations, and text.</p>  <h2 class="relative group"><a id="rendering-jupyter-notebooks-on-the-hub" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#rendering-jupyter-notebooks-on-the-hub"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Rendering Jupyter notebooks on the Hub</span></h2> <p data-svelte-h="svelte-1invhcr">Under the hood, Jupyter Notebook files (usually shared with a <code>.ipynb</code> extension) are JSON files. While viewing these files directly is possible, it’s not a format intended to be read by humans. The Hub has rendering support for notebooks hosted on the Hub. This means that notebooks are displayed in a human-readable format.</p> <p data-svelte-h="svelte-d4zk2v"><img src="https://huggingface.co/blog/assets/135_notebooks-hub/before_after_notebook_rendering.png" alt="Before and after notebook rendering"></p> <p data-svelte-h="svelte-8yg2e9">Notebooks will be rendered when included in any type of repository on the Hub. This includes models, datasets, and Spaces.</p>  <h2 class="relative group"><a id="launch-in-google-colab" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#launch-in-google-colab"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Launch in Google Colab</span></h2> <p data-svelte-h="svelte-1tymewh"><a href="https://colab.google/" rel="nofollow">Google Colab</a> is a free Jupyter Notebook environment that requires no setup and runs entirely in the cloud. It’s a great way to run Jupyter Notebooks without having to install anything on your local machine. Notebooks hosted on the Hub are automatically given a “launch in Google Colab” button. This allows you to open the notebook in Colab with a single click.</p> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/hub-docs/blob/main/docs/hub/notebooks.md" target="_blank"><span data-svelte-h="svelte-1kd6by1">&lt;</span> <span data-svelte-h="svelte-x0xyl0">&gt;</span> <span data-svelte-h="svelte-1dajgef"><span class="underline ml-1.5">Update</span> on GitHub</span></a>  <p></p> 
			
			<script>
				{
					__sveltekit_1vatp3t = {
						assets: "/docs/hub/main/en",
						base: "/docs/hub/main/en",
						env: {}
					};

					const element = document.currentScript.parentElement;

					const data = [null,null];

					Promise.all([
						import("/docs/hub/main/en/_app/immutable/entry/start.d0cd5065.js"),
						import("/docs/hub/main/en/_app/immutable/entry/app.b6abe3c1.js")
					]).then(([kit, app]) => {
						kit.start(app, element, {
							node_ids: [0, 87],
							data,
							form: null,
							error: null
						});
					});
				}
			</script>