optimum-neuron/main/en/inference_tutorials/notebooks.html

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		<link rel="modulepreload" href="/docs/optimum.neuron/main/en/_app/immutable/chunks/MermaidChart.svelte_svelte_type_style_lang.8f5f1e9e.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Notebooks&quot;,&quot;local&quot;:&quot;notebooks&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 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="notebooks" 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="#notebooks"><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>Notebooks</span></h1> <p data-svelte-h="svelte-du67m3">We prepared some notebooks for you, so that you can run directly tutorials in the documentation.</p> <table data-svelte-h="svelte-1indh0i"><thead><tr><th align="left">Notebook</th> <th align="left">Description</th> <th align="center">Studio Lab</th></tr></thead> <tbody><tr><td align="left"><a href="https://github.com/huggingface/optimum-neuron/blob/main/notebooks/text-generation/llama2-13b-chatbot.ipynb" rel="nofollow">Create your own chatbot with llama-2-13B on AWS Inferentia</a></td> <td align="left">Show how to run LLama-2 13B chat model on AWS inferentia 2.</td> <td align="center"><a href="https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/text-generation/llama2-13b-chatbot.ipynb" rel="nofollow"><img src="https://studiolab.sagemaker.aws/studiolab.svg" alt="Open in AWS Studio"></a></td></tr> <tr><td align="left"><a href="https://github.com/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-txt2img.ipynb" rel="nofollow">How to generate images with Stable Diffusion</a></td> <td align="left">Show how to use stable-diffusion v2.1 model to generate images from prompts on Inferentia 2.</td> <td align="center"><a href="https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-txt2img.ipynb" rel="nofollow"><img src="https://studiolab.sagemaker.aws/studiolab.svg" alt="Open in AWS Studio"></a></td></tr> <tr><td align="left"><a href="https://github.com/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-xl-txt2img.ipynb" rel="nofollow">How to generate images with Stable Diffusion XL</a></td> <td align="left">Show how to use stable-diffusion XL model to generate images from prompts on Inferentia 2.</td> <td align="center"><a href="https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-xl-txt2img.ipynb" rel="nofollow"><img src="https://studiolab.sagemaker.aws/studiolab.svg" alt="Open in AWS Studio"></a></td></tr> <tr><td align="left"><a href="https://github.com/huggingface/optimum-neuron/blob/main/notebooks/sentence-transformers/getting-started.ipynb" rel="nofollow">Compute text embeddings with Sentence Transformers on Inferentia</a></td> <td align="left">Show how to use Sentence Transformers to compute sentence / text embeddings on Inferentia 2.</td> <td align="center"><a href="https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/sentence-transformers/getting-started.ipynb" rel="nofollow"><img src="https://studiolab.sagemaker.aws/studiolab.svg" alt="Open in AWS Studio"></a></td></tr> <tr><td align="left"><a href="https://github.com/huggingface/optimum-neuron/blob/main/notebooks/text-generation/CodeLlama-7B-Compilation.ipynb" rel="nofollow">How to compile (if needed) and generate text with CodeLlama 7B</a></td> <td align="left">How to use CodeLlama 7B to generate code. Also walks through compilation.</td> <td align="center"><a href="https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/text-generation/CodeLlama-7B-Compilation.ipynb" rel="nofollow"><img src="https://studiolab.sagemaker.aws/studiolab.svg" alt="Open in AWS Studio"></a></td></tr> <tr><td align="left"><a href="https://github.com/huggingface/optimum-neuron/blob/main/notebooks/feature-extraction/qwen_embedding.ipynb" rel="nofollow">Compute text embeddings using Qwen3 Embedding models on AWS Trainium</a></td> <td align="left">How to run Qwen3 Embedding models on AWS Trainium for feature-extraction / compute text embeddings of sentences.</td> <td align="center"><a href="https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/feature-extraction/qwen_embedding.ipynb" rel="nofollow"><img src="https://studiolab.sagemaker.aws/studiolab.svg" alt="Open in AWS Studio"></a></td></tr></tbody></table>  <p></p> 
			
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