microsoft-azure/pr_39/en/foundry/models.html

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		<link rel="modulepreload" href="/docs/microsoft-azure/pr_39/en/_app/immutable/chunks/CodeBlock.39047ddb.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Supported Models&quot;,&quot;local&quot;:&quot;supported-models&quot;,&quot;sections&quot;:[],&quot;depth&quot;: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 max-sm:gap-0.5 h-6 max-sm:h-5 px-2 max-sm:px-1.5 text-[11px] max-sm:text-[9px] 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"><svg class="w-3 h-3 max-sm:w-2.5 max-sm:h-2.5" 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-6 max-sm:h-5 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 w-3 h-3 max-sm:w-2.5 max-sm:h-2.5 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="supported-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="#supported-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>Supported Models</span></h1> <p data-svelte-h="svelte-1fim2q0">Around +11,000 open models from the Hugging Face Hub are available through Microsoft Foundry and Azure Machine Learning. This curated subset of the +2,200,000 public open-models on the Hub includes the most downloaded and relevant models, all compatible with Transformers, Sentence Transformers, Diffusers, and other Hugging Face libraries and solutions.</p> <blockquote class="tip"><p data-svelte-h="svelte-l5ooed">Even if you don’t have a Microsoft Azure account, you can still explore the <a href="https://ai.azure.com/catalog/publishers/hugging%20face,huggingface" rel="nofollow">public Hugging Face Collection on Microsoft Foundry</a>.</p></blockquote> <p data-svelte-h="svelte-81zb6h">This being said, the supported models range different architectures and backends, but a way to identify whether a model from the Hugging Face Hub is made available within the model catalog in Microsoft Foundry and Azure Machine Learning is to either:</p> <ol data-svelte-h="svelte-ls0uiz"><li><p>Navigate to the model card of the given model under <a href="https://huggingface.co/models" rel="nofollow">https://huggingface.co/models</a>, and check whether the “Deploy” button is available with the “Deploy on Microsoft Foundry” option listed there. If available, the URL pointing to the model on Microsoft Foundry will be provided via the “Go to model on Microsoft Foundry” button. Otherwise, you can request the model’s addition by clicking “Request to add” (See <a href="../guides/request-model-addition">Request a model addition in the Hugging Face collection on Microsoft Foundry</a> for details).</p></li> <li><p>On the other hand, you can also navigate to either the Microsoft Foundry (from a Hub-based project) or the Azure Machine Learning model catalogs under the Hugging Face collection, and search the given model. If the model appears, it means it’s supported and you can grab the URI pointing to it to programmatically deploy it. Otherwise, you can either <a href="https://github.com/huggingface/Microsoft-Azure/issues/new" rel="nofollow">open an issue</a> requesting the model addition, or request it via the Hugging Face Hub model card with the “Request to add” button as mentioned before.</p></li> <li><p>Alternatively, you can also check if the given model is available on Microsoft Foundry programmatically with the following Python snippet, that sends a request to an Azure API that given a model ID from the Hugging Face Hub returns either HTTP 200 with the model URL if it’s available, or just HTTP 404 if not available.</p></li></ol> <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=""><!-- HTML_TAG_START --><span class="hljs-keyword">import</span> requests

model_id = <span class="hljs-string">&quot;HuggingFaceTB/SmolLM3-3B&quot;</span>
response = requests.get(<span class="hljs-string">&quot;https://get-azure-ai-url.azurewebsites.net/api/get-azure-ai-url&quot;</span>, params={<span class="hljs-string">&quot;model_id&quot;</span>: model_id})
<span class="hljs-keyword">if</span> response.status_code == <span class="hljs-number">200</span>:
    <span class="hljs-built_in">print</span>(response.json())
    <span class="hljs-comment"># {&quot;url&quot;: &quot;https://ai.azure.com/explore/models/HuggingFaceTB-SmolLM3-3B/version/6/registry/HuggingFace&quot;}</span><!-- HTML_TAG_END --></pre></div> <p data-svelte-h="svelte-tfks91">We are really excited for this partnership between Hugging Face and Microsoft Azure, and working really hard to bring Azure customers the best open models from the Hugging Face collection into Microsoft Foundry and Azure Machine Learning, so stay tuned for updates and a lot more models to come in the following months!</p> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/Microsoft-Azure/blob/main/docs/source/foundry/models.mdx" 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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