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		<link rel="modulepreload" href="/docs/hugs/pr_15/en/_app/immutable/chunks/MermaidChart.svelte_svelte_type_style_lang.c5737ce8.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;title&quot;:&quot;15 Models Supported&quot;,&quot;local&quot;:&quot;15-models-supported&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&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 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="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-1ifw8iv">HUGS supports a wide range of open AI models, including LLMs, Multimodal Models, and Embedding Models. Below is a matrix of all the models supported by HUGS and the hardware they are supported on.</p>  <h2 class="relative group"><a id="15-models-supported" 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="#15-models-supported"><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>15 Models Supported</span></h2> <table data-svelte-h="svelte-uec13j"><thead><tr><th>Model</th> <th>1x NVIDIA A10G</th> <th>2x NVIDIA A10G</th> <th>4x NVIDIA A10G</th> <th>8x NVIDIA A10G</th> <th>1x NVIDIA L4</th> <th>2x NVIDIA L4</th> <th>4x NVIDIA L4</th> <th>8x NVIDIA L4</th> <th>1x NVIDIA L40S</th> <th>2x NVIDIA L40S</th> <th>4x NVIDIA L40S</th> <th>8x NVIDIA L40S</th> <th>1x NVIDIA A100 80GB</th> <th>2x NVIDIA A100 80GB</th> <th>4x NVIDIA A100 80GB</th> <th>8x NVIDIA A100 80GB</th> <th>1x NVIDIA H100</th> <th>2x NVIDIA H100</th> <th>4x NVIDIA H100</th> <th>8x NVIDIA H100</th> <th>8x AMD Instinct MI300X</th> <th>2x inf2</th> <th>8x inf2</th> <th>24x inf2</th></tr></thead> <tbody><tr><td><a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct" rel="nofollow">meta-llama/Meta-Llama-3.1-8B-Instruct</a></td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td></tr> <tr><td><a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct" rel="nofollow">meta-llama/Meta-Llama-3.1-70B-Instruct</a></td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td></tr> <tr><td><a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct-FP8" rel="nofollow">meta-llama/Meta-Llama-3.1-405B-Instruct-FP8</a></td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td></tr> <tr><td><a href="https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B" rel="nofollow">NousResearch/Hermes-3-Llama-3.1-8B</a></td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td></tr> <tr><td><a href="https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-70B" rel="nofollow">NousResearch/Hermes-3-Llama-3.1-70B</a></td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td></tr> <tr><td><a href="https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-405B-FP8" rel="nofollow">NousResearch/Hermes-3-Llama-3.1-405B-FP8</a></td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td></tr> <tr><td><a href="https://huggingface.co/NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO" rel="nofollow">NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO</a></td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td></tr> <tr><td><a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1" rel="nofollow">mistralai/Mixtral-8x7B-Instruct-v0.1</a></td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td></tr> <tr><td><a href="https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3" rel="nofollow">mistralai/Mistral-7B-Instruct-v0.3</a></td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td></tr> <tr><td><a href="https://huggingface.co/mistralai/Mixtral-8x22B-Instruct-v0.1" rel="nofollow">mistralai/Mixtral-8x22B-Instruct-v0.1</a></td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td></tr> <tr><td><a href="https://huggingface.co/google/gemma-2-27b-it" rel="nofollow">google/gemma-2-27b-it</a></td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td></tr> <tr><td><a href="https://huggingface.co/google/gemma-2-9b-it" rel="nofollow">google/gemma-2-9b-it</a></td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td></tr> <tr><td><a href="https://huggingface.co/Qwen/Qwen2.5-7B-Instruct" rel="nofollow">Qwen/Qwen2.5-7B-Instruct</a></td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td></tr> <tr><td><a href="https://huggingface.co/meta-llama/Llama-3.2-11B-Vision-Instruct" rel="nofollow">meta-llama/Llama-3.2-11B-Vision-Instruct</a></td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td></tr> <tr><td><a href="https://huggingface.co/meta-llama/Llama-3.2-90B-Vision-Instruct" rel="nofollow">meta-llama/Llama-3.2-90B-Vision-Instruct</a></td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>✅</td> <td>✅</td> <td>❌</td> <td>❌</td> <td>❌</td> <td>❌</td></tr></tbody></table> <p data-svelte-h="svelte-uwudgh"><em><strong>Last Updated</strong>: 2024-11-28</em></p> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/hugs-docs/blob/main/docs/source/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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