Dataset Cards

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fill="currentColor"></path><path class="uim-tertiary" d="M12 12v9.5a2.09 2.09 0 0 1-.91-.21L4.5 17.48a2.003 2.003 0 0 1-1-1.73v-7.5a2.06 2.06 0 0 1 .27-1.01L12 12z" opacity=".5" fill="currentColor"></path><path class="uim-primary" d="M20.5 8.25v7.5a2.003 2.003 0 0 1-1 1.73l-6.62 3.82c-.275.13-.576.198-.88.2V12l8.23-4.76c.175.308.268.656.27 1.01z" fill="currentColor"></path></svg> Models </a> <div class="flex flex-col"><a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/models-the-hub" id="models-the-hub"> The Model Hub </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 after:absolute after:right-4 after:text-gray-500 hover:after:content-['▶']" href="/docs/hub/model-cards" id="model-cards"> Model Cards </a> <a class="flex transform items-center py-1 pl-2 pr-2 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</a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 after:absolute after:right-4 after:text-gray-500 hover:after:content-['▶']" href="/docs/hub/models-advanced" id="models-advanced"> Advanced Topics </a> </div><a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-0 " href="/docs/hub/datasets" id="datasets"><svg class="mr-1 text-red-500" style="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 25 25"><ellipse cx="12.5" cy="5" fill="currentColor" fill-opacity="0.25" rx="7.5" ry="2"></ellipse><path d="M12.5 15C16.6421 15 20 14.1046 20 13V20C20 21.1046 16.6421 22 12.5 22C8.35786 22 5 21.1046 5 20V13C5 14.1046 8.35786 15 12.5 15Z" fill="currentColor" opacity="0.5"></path><path d="M12.5 7C16.6421 7 20 6.10457 20 5V11.5C20 12.6046 16.6421 13.5 12.5 13.5C8.35786 13.5 5 12.6046 5 11.5V5C5 6.10457 8.35786 7 12.5 7Z" fill="currentColor" opacity="0.5"></path><path d="M5.23628 12C5.08204 12.1598 5 12.8273 5 13C5 14.1046 8.35786 15 12.5 15C16.6421 15 20 14.1046 20 13C20 12.8273 19.918 12.1598 19.7637 12C18.9311 12.8626 15.9947 13.5 12.5 13.5C9.0053 13.5 6.06886 12.8626 5.23628 12Z" fill="currentColor"></path></svg> Datasets </a> <div class="flex flex-col"><a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/datasets-overview" id="datasets-overview"> Datasets Overview </a> <a class="flex items-center rounded-xl bg-gradient-to-br from-black to-gray-900 py-1 pl-2 pr-2 text-white transition-colors first:mt-1 last:mb-4 dark:from-gray-800 dark:to-gray-900 ml-2 " href="/docs/hub/datasets-cards" id="datasets-cards"> Dataset Cards </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/datasets-gated" id="datasets-gated"> Gated Datasets </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/datasets-adding" id="datasets-adding"> Uploading Datasets </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/datasets-downloading" id="datasets-downloading"> Downloading Datasets </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 after:absolute after:right-4 after:text-gray-500 hover:after:content-['▶']" href="/docs/hub/datasets-libraries" id="datasets-libraries"> Integrated Libraries </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 after:absolute after:right-4 after:text-gray-500 hover:after:content-['▶']" href="/docs/hub/datasets-viewer" id="datasets-viewer"> Dataset Viewer </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/datasets-download-stats" id="datasets-download-stats"> Datasets Download Stats </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 after:absolute after:right-4 after:text-gray-500 hover:after:content-['▶']" href="/docs/hub/datasets-data-files-configuration" id="datasets-data-files-configuration"> Data files Configuration </a> </div><a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-0 " href="/docs/hub/spaces" id="spaces"><svg class="mr-1 text-blue-500" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="img" width="1em" height="1em" viewBox="0 0 25 25"><path opacity=".5" d="M6.016 14.674v4.31h4.31v-4.31h-4.31ZM14.674 14.674v4.31h4.31v-4.31h-4.31ZM6.016 6.016v4.31h4.31v-4.31h-4.31Z" fill="currentColor"></path><path opacity=".75" fill-rule="evenodd" clip-rule="evenodd" d="M3 4.914C3 3.857 3.857 3 4.914 3h6.514c.884 0 1.628.6 1.848 1.414a5.171 5.171 0 0 1 7.31 7.31c.815.22 1.414.964 1.414 1.848v6.514A1.914 1.914 0 0 1 20.086 22H4.914A1.914 1.914 0 0 1 3 20.086V4.914Zm3.016 1.102v4.31h4.31v-4.31h-4.31Zm0 12.968v-4.31h4.31v4.31h-4.31Zm8.658 0v-4.31h4.31v4.31h-4.31Zm0-10.813a2.155 2.155 0 1 1 4.31 0 2.155 2.155 0 0 1-4.31 0Z" fill="currentColor"></path><path opacity=".25" d="M16.829 6.016a2.155 2.155 0 1 0 0 4.31 2.155 2.155 0 0 0 0-4.31Z" fill="currentColor"></path></svg> Spaces </a> <div class="flex flex-col"><a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 after:absolute after:right-4 after:text-gray-500 hover:after:content-['▶']" href="/docs/hub/spaces-overview" id="spaces-overview"> Spaces Overview </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/spaces-gpus" id="spaces-gpus"> Spaces GPU Upgrades </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/spaces-zerogpu" id="spaces-zerogpu"> Spaces ZeroGPU </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/spaces-dev-mode" id="spaces-dev-mode"> Spaces Dev Mode </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/spaces-storage" id="spaces-storage"> Spaces Persistent Storage </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/spaces-sdks-gradio" id="spaces-sdks-gradio"> Gradio Spaces </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/spaces-sdks-streamlit" id="spaces-sdks-streamlit"> Streamlit Spaces </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/spaces-sdks-static" id="spaces-sdks-static"> Static HTML Spaces </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 after:absolute after:right-4 after:text-gray-500 hover:after:content-['▶']" href="/docs/hub/spaces-sdks-docker" id="spaces-sdks-docker"> Docker Spaces </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/spaces-embed" id="spaces-embed"> Embed your Space </a> <a class="flex transform items-center py-1 pl-2 pr-2 text-gray-500 first:mt-1 last:mb-4 hover:translate-x-px hover:text-black dark:hover:text-gray-300 ml-2 " href="/docs/hub/spaces-run-with-docker" id="spaces-run-with-docker"> Run Spaces with Docker </a> <a class="flex transform items-center 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href="/docs/hub/main/en/_app/immutable/chunks/EditOnGithub.da2b595c.js"><meta name="hf:doc:metadata" content="{"title":"Dataset Cards","local":"dataset-cards","sections":[{"title":"What are Dataset Cards?","local":"what-are-dataset-cards","sections":[],"depth":2},{"title":"Dataset card metadata","local":"dataset-card-metadata","sections":[{"title":"Dataset card creation guide","local":"dataset-card-creation-guide","sections":[],"depth":3},{"title":"Linking a Paper","local":"linking-a-paper","sections":[],"depth":3},{"title":"Force set a dataset modality","local":"force-set-a-dataset-modality","sections":[],"depth":3},{"title":"Associate a library to the dataset","local":"associate-a-library-to-the-dataset","sections":[],"depth":3}],"depth":2}],"depth":1}"> <p></p> <h1 class="relative group"><a id="dataset-cards" 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="#dataset-cards"><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>Dataset Cards</span></h1> <h2 class="relative group"><a id="what-are-dataset-cards" 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="#what-are-dataset-cards"><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>What are Dataset Cards?</span></h2> <p data-svelte-h="svelte-peomh4">Each dataset may be documented by the <code>README.md</code> file in the repository. This file is called a <strong>dataset card</strong>, and the Hugging Face Hub will render its contents on the dataset’s main page. To inform users about how to responsibly use the data, it’s a good idea to include information about any potential biases within the dataset. Generally, dataset cards help users understand the contents of the dataset and give context for how the dataset should be used.</p> <p data-svelte-h="svelte-1lxwjh6">You can also add dataset metadata to your card. The metadata describes important information about a dataset such as its license, language, and size. It also contains tags to help users discover a dataset on the Hub, and <a href="./datasets-manual-configuration">data files configuration</a> options. Tags are defined in a YAML metadata section at the top of the <code>README.md</code> file.</p> <h2 class="relative group"><a id="dataset-card-metadata" 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="#dataset-card-metadata"><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>Dataset card metadata</span></h2> <p data-svelte-h="svelte-lgina5">A dataset repo will render its README.md as a dataset card. To control how the Hub displays the card, you should create a YAML section in the README file to define some metadata. Start by adding three --- at the top, then include all of the relevant metadata, and close the section with another group of --- like the example below:</p> <div class="code-block relative"><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" 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> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><span class="hljs-attr">language:</span> <span class="hljs-bullet">-</span> <span class="hljs-string">"List of ISO 639-1 code for your language"</span> <span class="hljs-bullet">-</span> <span class="hljs-string">lang1</span> <span class="hljs-bullet">-</span> <span class="hljs-string">lang2</span> <span class="hljs-attr">pretty_name:</span> <span class="hljs-string">"Pretty Name of the Dataset"</span> <span class="hljs-attr">tags:</span> <span class="hljs-bullet">-</span> <span class="hljs-string">tag1</span> <span class="hljs-bullet">-</span> <span class="hljs-string">tag2</span> <span class="hljs-attr">license:</span> <span class="hljs-string">"any valid license identifier"</span> <span class="hljs-attr">task_categories:</span> <span class="hljs-bullet">-</span> <span class="hljs-string">task1</span> <span class="hljs-bullet">-</span> <span class="hljs-string">task2</span></pre></div> <p data-svelte-h="svelte-inb506">The metadata that you add to the dataset card enables certain interactions on the Hub. For example:</p> <ul data-svelte-h="svelte-ymkjlv"><li>Allow users to filter and discover datasets at <a href="https://huggingface.co/datasets" rel="nofollow">https://huggingface.co/datasets</a>.</li> <li>If you choose a license using the keywords listed in the right column of <a href="./repositories-licenses">this table</a>, the license will be displayed on the dataset page.</li></ul> <p data-svelte-h="svelte-k739df">When creating a README.md file in a dataset repository on the Hub, use Metadata UI to fill the main metadata:</p> <div class="flex justify-center" data-svelte-h="svelte-78myk1"><img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/datasets-metadata-ui.png"> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/datasets-metadata-ui-dark.png"></div> <p data-svelte-h="svelte-1s6sp3k">To see metadata fields, see the detailed <a href="https://github.com/huggingface/hub-docs/blob/main/datasetcard.md?plain=1" rel="nofollow">Dataset Card specifications</a>.</p> <h3 class="relative group"><a id="dataset-card-creation-guide" 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="#dataset-card-creation-guide"><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>Dataset card creation guide</span></h3> <p data-svelte-h="svelte-30whjw">For a step-by-step guide on creating a dataset card, check out the <a href="https://huggingface.co/docs/datasets/dataset_card" rel="nofollow">Create a dataset card</a> guide.</p> <p data-svelte-h="svelte-ltjl3g">Reading through existing dataset cards, such as the <a href="https://huggingface.co/datasets/eli5/blob/main/README.md" rel="nofollow">ELI5 dataset card</a>, is a great way to familiarize yourself with the common conventions.</p> <h3 class="relative group"><a id="linking-a-paper" 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="#linking-a-paper"><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>Linking a Paper</span></h3> <p data-svelte-h="svelte-18s456i">If the dataset card includes a link to a paper on arXiv, the Hub will extract the arXiv ID and include it in the dataset tags with the format <code>arxiv:<PAPER ID></code>. Clicking on the tag will let you:</p> <ul data-svelte-h="svelte-kiyzcw"><li>Visit the Paper page</li> <li>Filter for other models on the Hub that cite the same paper.</li></ul> <div class="flex justify-center" data-svelte-h="svelte-10s06kx"><img class="block dark:hidden" width="300" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/datasets-arxiv.png"> <img class="hidden dark:block" width="300" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/datasets-arxiv-dark.png"></div> <p data-svelte-h="svelte-11dtj11">Read more about paper pages <a href="./paper-pages">here</a>.</p> <h3 class="relative group"><a id="force-set-a-dataset-modality" 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="#force-set-a-dataset-modality"><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>Force set a dataset modality</span></h3> <p data-svelte-h="svelte-1b3kbhr">The Hub will automatically detect the modality of a dataset based on the files it contains (audio, video, geospatial, etc.). If you want to force a specific modality, you can add a tag to the dataset card metadata: <code>3d</code>, <code>audio</code>, <code>geospatial</code>, <code>image</code>, <code>tabular</code>, <code>text</code>, <code>timeseries</code>, <code>video</code>.</p> <p data-svelte-h="svelte-1tftjyd">For example, to force the modality to <code>audio</code>, add the following to the dataset card metadata:</p> <div class="code-block relative"><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" 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> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><span class="hljs-attr">tags:</span> <span class="hljs-bullet">-</span> <span class="hljs-string">audio</span></pre></div> <h3 class="relative group"><a id="associate-a-library-to-the-dataset" 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="#associate-a-library-to-the-dataset"><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>Associate a library to the dataset</span></h3> <p data-svelte-h="svelte-e7pyr2">The dataset page automatically shows libraries and tools that are able to natively load the dataset, but if you want to show another specific library, you can add a tag to the dataset card metadata: <code>argilla</code>, <code>dask</code>, <code>datasets</code>, <code>distilabel</code>, <code>fiftyone</code>, <code>mlcroissant</code>, <code>pandas</code>, <code>webdataset</code>. See the <a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/src/dataset-libraries.ts" rel="nofollow">list of supported libraries</a> for more information, or to propose to add a new library.</p> <p data-svelte-h="svelte-1qehbd5">For example, to associate the <code>argilla</code> library to the dataset card, add the following to the dataset card metadata:</p> <div class="code-block relative"><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" 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> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><span class="hljs-attr">tags:</span> <span class="hljs-bullet">-</span> <span class="hljs-string">argilla</span></pre></div> <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/datasets-cards.md" target="_blank"><span data-svelte-h="svelte-1kd6by1"><</span> <span data-svelte-h="svelte-x0xyl0">></span> <span data-svelte-h="svelte-1dajgef"><span class="underline ml-1.5">Update</span> on GitHub</span></a> <p></p> <script> { __sveltekit_1m36b5r = { 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.2759ecb3.js"), import("/docs/hub/main/en/_app/immutable/entry/app.838cc47c.js") ]).then(([kit, app]) => { kit.start(app, element, { node_ids: [0, 15], data, form: null, error: null }); 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Dataset Cards