optimum-neuron/v0.2.0.dev4/en/inference_tutorials/notebooks.html

<meta charset="utf-8" /><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}">
		<link href="/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/assets/0.e3b0c442.css" rel="modulepreload">
		<link rel="modulepreload" href="/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/entry/start.fe823b1f.js">
		<link rel="modulepreload" href="/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/chunks/scheduler.85c25b89.js">
		<link rel="modulepreload" href="/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/chunks/singletons.fd314d5f.js">
		<link rel="modulepreload" href="/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/chunks/paths.4ee519c0.js">
		<link rel="modulepreload" href="/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/entry/app.80f77362.js">
		<link rel="modulepreload" href="/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/chunks/index.c9bcf812.js">
		<link rel="modulepreload" href="/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/nodes/0.f5629aa5.js">
		<link rel="modulepreload" href="/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/chunks/each.e59479a4.js">
		<link rel="modulepreload" href="/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/nodes/18.6fb1adf3.js">
		<link rel="modulepreload" href="/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/chunks/index.9790a2b6.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>   <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-1y8uap"><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></tbody></table>  <p></p> 
			
			<script>
				{
					__sveltekit_720d05 = {
						assets: "/docs/optimum.neuron/v0.2.0.dev4/en",
						base: "/docs/optimum.neuron/v0.2.0.dev4/en",
						env: {}
					};

					const element = document.currentScript.parentElement;

					const data = [null,null];

					Promise.all([
						import("/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/entry/start.fe823b1f.js"),
						import("/docs/optimum.neuron/v0.2.0.dev4/en/_app/immutable/entry/app.80f77362.js")
					]).then(([kit, app]) => {
						kit.start(app, element, {
							node_ids: [0, 18],
							data,
							form: null,
							error: null
						});
					});
				}
			</script>