--- title: From Hugging Face to Amazon SageMaker Studio in one click description: Hugging Face and Amazon SageMaker AI have launched a one-click integration that lets developers go directly from a model page on Hugging Face into SageMaker... canonical: https://daily.dev/posts/from-hugging-face-to-amazon-sagemaker-studio-in-one-click-xewevzcgb twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: From Hugging Face to Amazon SageMaker Studio in one click | daily.dev og:description: Hugging Face and Amazon SageMaker AI have launched a one-click integration that lets developers go directly from a model page on Hugging Face into SageMaker... og:url: https://daily.dev/posts/from-hugging-face-to-amazon-sagemaker-studio-in-one-click-xewevzcgb og:image: https://api.daily.dev/og/posts/XeWevZCGb.png og:image:alt: From Hugging Face to Amazon SageMaker Studio in one click og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # From Hugging Face to Amazon SageMaker Studio in one click **[Hugging Face](https://daily.dev/sources/huggingface)** · 5 min read · 0 upvotes · 0 comments ## Summary Hugging Face and Amazon SageMaker AI have launched a one-click integration that lets developers go directly from a model page on Hugging Face into SageMaker Studio. Clicking 'Customize on SageMaker AI' or 'Deploy on SageMaker AI' on a supported model page takes users straight to the relevant Studio workflow with the model pre-loaded. Three key improvements ship with this launch: deep links that preserve model context, pre-configured IAM permissions via a new managed policy (AmazonSageMakerModelCustomizationCoreAccess) covering SFT, DPO, RLVR, and RLAIF workflows, and GPU quota visibility directly in the instance selection UI. Previously, developers had to manually navigate the AWS console, create a domain, configure IAM roles, and check GPU quotas separately. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Amazon SageMaker Studio now sets up in seconds with model customization ready from the start](https://daily.dev/posts/amazon-sagemaker-studio-now-sets-up-in-seconds-with-model-customization-ready-from-the-start-b8k89djot) · AWS · 0 upvotes · 0 comments - [New one-click onboarding and notebooks with a built-in AI agent in Amazon SageMaker Unified Studio](https://daily.dev/posts/new-one-click-onboarding-and-notebooks-with-a-built-in-ai-agent-in-amazon-sagemaker-unified-studio-azygtoxwc) · AWS · 1 upvotes · 0 comments - [\[AWS-AI\] Amazon SageMaker Explained: From Data Preparation to Model Deployment](https://daily.dev/posts/aws-ai-amazon-sagemaker-explained-from-data-preparation-to-model-deployment-izl4ihjhw) · Medium · 0 upvotes · 0 comments - [Deploying AI Models with Hugging Face](https://daily.dev/posts/deploying-ai-models-with-hugging-face-atqcz6eb6) · freeCodeCamp · 1 upvotes · 0 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#aws](https://daily.dev/tags/aws), [#deep-learning](https://daily.dev/tags/deep-learning), [#mlops](https://daily.dev/tags/mlops) [View this post on daily.dev](https://daily.dev/posts/from-hugging-face-to-amazon-sagemaker-studio-in-one-click-xewevzcgb) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"From Hugging Face to Amazon SageMaker Studio in one click","url":"https://daily.dev/posts/from-hugging-face-to-amazon-sagemaker-studio-in-one-click-xewevzcgb","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/from-hugging-face-to-amazon-sagemaker-studio-in-one-click-xewevzcgb"},"datePublished":"2026-07-07T21:15:49.849Z","dateModified":"2026-08-24T07:02:14.872Z","description":"Hugging Face and Amazon SageMaker AI have launched a one-click integration that lets developers go directly from a model page on Hugging Face into SageMaker...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/70a71f41ea50ad96124fde4ed10658fb?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/70a71f41ea50ad96124fde4ed10658fb?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Hugging Face","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Hugging Face","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/f1f55c67d81a4330acf5b90b26b0c8e1","url":"https://daily.dev/sources/huggingface"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/from-hugging-face-to-amazon-sagemaker-studio-in-one-click-xewevzcgb","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,aws,deep-learning,mlops","timeRequired":"PT5M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Hugging Face","item":"https://daily.dev/sources/huggingface"},{"@type":"ListItem","position":3,"name":"From Hugging Face to Amazon SageMaker Studio in one click"}]} ```