sagemaker/pr_2095/en/_app/immutable/nodes/10.00a91fde.js

import{s as $e,n as be,o as ke}from"../chunks/scheduler.aec39e6a.js";import{S as He,i as Me,e as i,s as n,c as g,h as Se,a as s,d as a,b as o,f as we,g as r,j as p,k as de,l as ve,m as l,n as m,t as f,o as u,p as c}from"../chunks/index.4ee0a2d0.js";import{C as Ae,H as w,E as xe}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.b53bb2f5.js";function ze(ie){let h,U,E,P,d,B,$,G,b,se="Take a look at our published blog posts, videos, tutorials and examples along with external relevant documentation for additional help and more context about Hugging Face on AWS.",j,k,ge='Feel free to reach out on our <a href="https://discuss.huggingface.co/c/sagemaker/17" rel="nofollow">community forum</a> if you have any questions.',R,H,q,M,re='<li><a href="https://huggingface.co/docs/sagemaker/main/en/tutorials/introduction" rel="nofollow">All tutorials</a></li>',Q,S,V,v,me='<li><a href="https://huggingface.co/docs/sagemaker/main/en/examples/introduction" rel="nofollow">All examples</a></li>',J,A,N,x,fe='<li><a href="https://huggingface.co/blog/deploy-hugging-face-models-easily-with-amazon-sagemaker" rel="nofollow">Deploy Hugging Face models easily with Amazon SageMaker</a></li> <li><a href="https://huggingface.co/blog/aws-partnership" rel="nofollow">Hugging Face and AWS partner to make AI more accessible</a></li> <li><a href="https://huggingface.co/blog/sagemaker-huggingface-llm" rel="nofollow">Introducing the Hugging Face LLM Inference Container for Amazon SageMaker</a></li> <li><a href="https://huggingface.co/blog/text-generation-inference-on-inferentia2" rel="nofollow">Hugging Face Text Generation Inference available for AWS Inferentia2</a></li> <li><a href="https://huggingface.co/blog/enterprise-hub-aws-marketplace" rel="nofollow">Subscribe to Enterprise Hub with your AWS Account</a></li> <li><a href="https://huggingface.co/blog/inferentia-inference-endpoints" rel="nofollow">Deploy models on AWS Inferentia2 from Hugging Face</a></li> <li><a href="https://huggingface.co/blog/sagemaker-huggingface-embedding" rel="nofollow">Introducing the Hugging Face Embedding Container for Amazon SageMaker</a></li> <li><a href="https://huggingface.co/blog/bedrock-marketplace" rel="nofollow">Use Hugging Face models with Amazon Bedrock</a></li>',O,z,X,L,ue='<li><a href="https://aws.amazon.com/de/blogs/opensource/embracing-natural-language-processing-with-hugging-face/" rel="nofollow">AWS: Embracing natural language processing with Hugging Face</a></li> <li><a href="https://aws.amazon.com/blogs/machine-learning/aws-and-hugging-face-collaborate-to-simplify-and-accelerate-adoption-of-natural-language-processing-models/" rel="nofollow">AWS and Hugging Face collaborate to simplify and accelerate adoption of natural language processing models</a></li> <li><a href="https://aws.amazon.com/blogs/machine-learning/aws-and-hugging-face-collaborate-to-make-generative-ai-more-accessible-and-cost-efficient/" rel="nofollow">AWS and Hugging Face collaborate to make generative AI more accessible and cost efficient</a></li> <li><a href="https://aws.amazon.com/blogs/machine-learning/use-amazon-bedrock-tooling-with-amazon-sagemaker-jumpstart-models/" rel="nofollow">Use Amazon Bedrock tooling with Amazon SageMaker JumpStart models</a></li> <li><a href="https://aws.amazon.com/blogs/machine-learning/deploy-rag-applications-on-amazon-sagemaker-jumpstart-using-faiss/" rel="nofollow">Deploy RAG applications on Amazon SageMaker JumpStart using FAISS</a></li> <li><a href="https://aws.amazon.com/blogs/machine-learning/fine-tune-and-host-sdxl-models-cost-effectively-with-aws-inferentia2/" rel="nofollow">Fine-tune and host SDXL models cost-effectively with AWS Inferentia2</a></li> <li><a href="https://aws.amazon.com/blogs/machine-learning/achieve-2x-speed-up-in-llm-inference-with-medusa-1-on-amazon-sagemaker-ai/" rel="nofollow">Achieve ~2x speed-up in LLM inference with Medusa-1 on Amazon SageMaker AI</a></li> <li><a href="https://aws.amazon.com/blogs/machine-learning/optimize-hosting-deepseek-r1-distilled-models-with-hugging-face-tgi-on-amazon-sagemaker-ai/" rel="nofollow">Optimize hosting DeepSeek-R1 distilled models with Hugging Face TGI on Amazon SageMaker AI</a></li>',Z,T,K,y,ce='<li><a href="https://youtu.be/ok3hetb42gU" rel="nofollow">Walkthrough: End-to-End Text Classification</a></li> <li><a href="https://youtu.be/leyrCgLAGjMn" rel="nofollow">Working with Hugging Face models on Amazon SageMaker</a></li> <li><a href="https://youtu.be/pfBGgSGnYLs" rel="nofollow">Deploy a Hugging Face Transformers Model from S3 to Amazon SageMaker</a></li> <li><a href="https://youtu.be/l9QZuazbzWM" rel="nofollow">Deploy a Hugging Face Transformers Model from the Model Hub to Amazon SageMaker</a></li> <li><a href="https://www.youtube.com/watch?v=BqQ14SZ5tos" rel="nofollow">Training with Hugging Face on Amazon SageMaker</a></li> <li><a href="https://www.youtube.com/watch?v=oVIvXfeunv8" rel="nofollow">Hosting with Hugging Face on Amazon SageMaker</a></li> <li><a href="https://www.youtu.be/watch?v=80ix-IyNnQI" rel="nofollow">Introduction to Hugging Face on Amazon SageMaker</a></li>',Y,F,ee,_,he='<li><a href="https://aws.amazon.com/ai/hugging-face/" rel="nofollow">Hugging Face on AWS</a></li> <li><a href="https://docs.aws.amazon.com/sagemaker/latest/dg/hugging-face.html" rel="nofollow">Amazon SageMaker documentation for Hugging Face</a></li> <li><a href="https://sagemaker.readthedocs.io/en/stable/frameworks/huggingface/index.html" rel="nofollow">Python SDK SageMaker documentation for Hugging Face</a></li> <li><a href="https://github.com/aws/deep-learning-containers/blob/master/available_images.md#huggingface-training-containers" rel="nofollow">Deep Learning Container</a></li> <li><a href="https://github.com/awslabs/llm-hosting-container" rel="nofollow">LLM Hosting Container</a></li>',te,C,ae,I,pe='<li><a href="https://github.com/philschmid/huggingface-sagemaker-workshop-series/tree/main" rel="nofollow">Enterprise-Scale NLP with Hugging Face &amp; Amazon SageMaker</a></li>',le,W,ne,D,oe;return d=new Ae({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),$=new w({props:{title:"Resources",local:"resources",headingTag:"h1"}}),H=new w({props:{title:"Tutorials",local:"tutorials",headingTag:"h2"}}),S=new w({props:{title:"Examples",local:"examples",headingTag:"h2"}}),A=new w({props:{title:"Hugging Face Blogs",local:"hugging-face-blogs",headingTag:"h2"}}),z=new w({props:{title:"AWS Blogs",local:"aws-blogs",headingTag:"h2"}}),T=new w({props:{title:"Videos",local:"videos",headingTag:"h2"}}),F=new w({props:{title:"External Documentation",local:"external-documentation",headingTag:"h2"}}),C=new w({props:{title:"Workshops",local:"workshops",headingTag:"h2"}}),W=new 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