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| <link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/chunks/MermaidChart.svelte_svelte_type_style_lang.0c189c7e.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{"title":"Livebook on Spaces","local":"livebook-on-spaces","sections":[{"title":"Your first Livebook Space","local":"your-first-livebook-space","sections":[],"depth":2},{"title":"Livebook integration with Hugging Face Models","local":"livebook-integration-with-hugging-face-models","sections":[],"depth":2},{"title":"How to update Livebook’s version","local":"how-to-update-livebooks-version","sections":[],"depth":2},{"title":"Caveats","local":"caveats","sections":[],"depth":2},{"title":"Feedback and support","local":"feedback-and-support","sections":[],"depth":2}],"depth":1}"><!-- HEAD_svelte-u9bgzb_END --> <p></p> <div class="items-center shrink-0 min-w-[100px] max-sm:min-w-[50px] justify-end ml-auto flex" style="float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"><div class="inline-flex rounded-md max-sm:rounded-sm"><button class="inline-flex items-center gap-1 h-7 max-sm:h-7 px-2 max-sm:px-1.5 text-sm font-medium text-gray-800 border border-r-0 rounded-l-md max-sm:rounded-l-sm border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-live="polite"><span class="inline-flex items-center justify-center rounded-md p-0.5 max-sm:p-0 hover:text-gray-800 dark:hover:text-gray-200"><svg class="sm:size-3.5 size-3" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg></span> <span>Copy page</span></button> <button class="inline-flex items-center justify-center w-6 max-sm:w-5 h-7 max-sm:h-7 disabled:pointer-events-none text-sm text-gray-500 hover:text-gray-700 dark:hover:text-white rounded-r-md max-sm:rounded-r-sm border border-l transition border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-haspopup="menu" aria-expanded="false" aria-label="Open copy menu"><svg class="transition-transform text-gray-400 overflow-visible sm:size-3.5 size-3 rotate-0" width="1em" height="1em" viewBox="0 0 12 7" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M1 1L6 6L11 1" stroke="currentColor"></path></svg></button></div> </div> <h1 class="relative group"><a id="livebook-on-spaces" 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="#livebook-on-spaces"><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>Livebook on Spaces</span></h1> <p data-svelte-h="svelte-1rkuwbd"><strong>Livebook</strong> is an open-source tool for writing interactive code notebooks in <a href="https://elixir-lang.org/" rel="nofollow">Elixir</a>. It’s part of a growing collection of Elixir tools for <a href="https://github.com/elixir-nx/nx" rel="nofollow">numerical computing</a>, <a href="https://github.com/elixir-nx/explorer" rel="nofollow">data science</a>, and <a href="https://github.com/elixir-nx/bumblebee" rel="nofollow">Machine Learning</a>.</p> <p data-svelte-h="svelte-10vapt7">Some of Livebook’s most exciting features are:</p> <ul data-svelte-h="svelte-nba3uu"><li><strong>Reproducible workflows</strong>: Livebook runs your code in a predictable order, all the way down to package management</li> <li><strong>Smart cells</strong>: perform complex tasks, such as data manipulation and running machine learning models, with a few clicks using Livebook’s extensible notebook cells</li> <li><strong>Elixir powered</strong>: use the power of the Elixir programming language to write concurrent and distributed notebooks that scale beyond your machine</li></ul> <p data-svelte-h="svelte-1wdayqn">To learn more about it, watch this <a href="https://www.youtube.com/watch?v=EhSNXWkji6o" rel="nofollow">15-minute video</a>. Or visit <a href="https://livebook.dev/" rel="nofollow">Livebook’s website</a>. Or follow its <a href="https://twitter.com/livebookdev" rel="nofollow">Twitter</a> and <a href="https://news.livebook.dev/" rel="nofollow">blog</a> to keep up with new features and updates.</p> <h2 class="relative group"><a id="your-first-livebook-space" 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="#your-first-livebook-space"><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>Your first Livebook Space</span></h2> <p data-svelte-h="svelte-19avc35">You can get Livebook up and running in a Space with just a few clicks. Click the button below to start creating a new Space using Livebook’s Docker template:</p> <a href="http://huggingface.co/new-space?template=livebook-dev/livebook" target="_blank" data-svelte-h="svelte-v96gew"><img src="https://huggingface.co/datasets/huggingface/badges/resolve/main/deploy-to-spaces-lg.svg" alt=""></a> <p data-svelte-h="svelte-1hbokgz">Then:</p> <ol data-svelte-h="svelte-cihfyw"><li>Give your Space a name</li> <li>Set the password of your Livebook</li> <li>Set its visibility to public</li> <li>Create your Space</li></ol> <p data-svelte-h="svelte-10ftpws"><img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/spaces-livebook-new-space.png" alt="Creating a Livebok Space "></p> <p data-svelte-h="svelte-m4m4zf">This will start building your Space using Livebook’s Docker image.</p> <p data-svelte-h="svelte-10hmvzb">The visibility of the Space must be set to public for the Smart cells feature in Livebook to function properly. However, your Livebook instance will be protected by Livebook authentication.</p> <blockquote class="tip" data-svelte-h="svelte-18azzst"><a href="https://news.livebook.dev/v0.6-automate-and-learn-with-smart-cells-mxJJe" target="_blank">Smart cell</a> is a type of Livebook cell that provides a UI component for accomplishing a specific task. The code for the task is generated automatically based on the user's interactions with the UI, allowing for faster completion of high-level tasks without writing code from scratch.</blockquote> <p data-svelte-h="svelte-1iwidtg">Once the app build is finished, go to the “App” tab in your Space and log in to your Livebook using the password you previously set:</p> <p data-svelte-h="svelte-1dgd4o0"><img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/spaces-livebook-authentication.png" alt="Livebook authentication"></p> <p data-svelte-h="svelte-qsweho">That’s it! Now you can start using Livebook inside your Space.</p> <p data-svelte-h="svelte-1prmat3">If this is your first time using Livebook, you can learn how to use it with its interactive notebooks within Livebook itself:</p> <p data-svelte-h="svelte-1lg11u6"><img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/spaces-livebook-learn-section.png" alt="Livebook's learn notebooks"></p> <h2 class="relative group"><a id="livebook-integration-with-hugging-face-models" 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="#livebook-integration-with-hugging-face-models"><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>Livebook integration with Hugging Face Models</span></h2> <p data-svelte-h="svelte-1ixhc99">Livebook has an <a href="https://livebook.dev/integrations/hugging-face" rel="nofollow">official integration with Hugging Face models</a>. With this feature, you can run various Machine Learning models within Livebook with just a few clicks.</p> <p data-svelte-h="svelte-xt5ly9">Here’s a quick video showing how to do that:</p> <iframe class="w-full xl:w-4/6 h-80" src="https://www.youtube-nocookie.com/embed/IcR60pVKeGY" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> <h2 class="relative group"><a id="how-to-update-livebooks-version" 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="#how-to-update-livebooks-version"><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>How to update Livebook’s version</span></h2> <p data-svelte-h="svelte-1pk84oh">To update Livebook to its latest version, go to the Settings page of your Space and click on “Factory reboot this Space”:</p> <p data-svelte-h="svelte-1n63tct"><img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/spaces-livebook-factory-reboot.png" alt="Factory reboot a Space"></p> <h2 class="relative group"><a id="caveats" 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="#caveats"><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>Caveats</span></h2> <p data-svelte-h="svelte-1ct7xjl">The following caveats apply to running Livebook inside a Space:</p> <ul data-svelte-h="svelte-wyw6rc"><li>The Space’s visibility setting must be public. Otherwise, Smart cells won’t work. That said, your Livebook instance will still be behind Livebook authentication since you’ve set the <code>LIVEBOOK_PASSWORD</code> secret.</li> <li>Livebook global configurations will be lost once the Space restarts. Consider using the <a href="https://livebook.dev/#install" rel="nofollow">desktop app</a> if you find yourself in need of persisting configuration across deployments.</li></ul> <h2 class="relative group"><a id="feedback-and-support" 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="#feedback-and-support"><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>Feedback and support</span></h2> <p data-svelte-h="svelte-j0mebk">If you have improvement suggestions or need specific support, please join the <a href="https://github.com/livebook-dev/livebook/discussions" rel="nofollow">Livebook community on GitHub</a>.</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/spaces-sdks-docker-livebook.md" target="_blank"><svg class="mr-1" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M31,16l-7,7l-1.41-1.41L28.17,16l-5.58-5.59L24,9l7,7z"></path><path d="M1,16l7-7l1.41,1.41L3.83,16l5.58,5.59L8,23l-7-7z"></path><path d="M12.419,25.484L17.639,6.552l1.932,0.518L14.351,26.002z"></path></svg> <span data-svelte-h="svelte-zjs2n5"><span class="underline">Update</span> on GitHub</span></a> <p></p> | |
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