# Amazon SageMaker JumpStart

Amazon SageMaker JumpStart is a machine learning hub with foundation models and built-in algorithms that supports model customization and deployment.

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## Hugging Face models in Amazon Bedrock

DevFeed: [Hugging Face models in Amazon Bedrock](<https://devfeed.tech/articles/hugging-face-models-in-amazon-bedrock-7125.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/bedrock-marketplace>)

Author: Simon Pagezy; Philipp Schmid; Jeff Boudier; Violette

Published: 2024-12-09T00:00:00Z

Content type: tutorial

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [Amazon Bedrock](<https://devfeed.tech/topics/amazon-bedrock.md>), [hugging face](<https://devfeed.tech/topics/hugging-face.md>), [Amazon SageMaker JumpStart](<https://devfeed.tech/topics/amazon-sagemaker-jumpstart.md>), [gemma](<https://devfeed.tech/topics/gemma.md>), [Generative AI](<https://devfeed.tech/topics/generative-ai.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Google](<https://devfeed.tech/topics/google.md>)

Tags: [amazon-bedrock](<https://devfeed.tech/tags/amazon-bedrock.md>), [amazon-sagemaker](<https://devfeed.tech/tags/amazon-sagemaker.md>), [amazon-sagemaker-jumpstart](<https://devfeed.tech/tags/amazon-sagemaker-jumpstart.md>), [api](<https://devfeed.tech/tags/api.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [aws](<https://devfeed.tech/tags/aws.md>), [bedrock](<https://devfeed.tech/tags/bedrock.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [gemma](<https://devfeed.tech/tags/gemma.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [hugging-face](<https://devfeed.tech/tags/hugging-face.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [partnerships](<https://devfeed.tech/tags/partnerships.md>)

### AI overview

This tutorial explains how to deploy open Hugging Face models, including Google Gemma 2 27B Instruct, through the Amazon Bedrock Marketplace. It covers model selection, deployment, endpoint configuration, Bedrock API usage, and cleanup, with model endpoints managed by Amazon SageMaker JumpStart.

### Source excerpt

We're on a journey to advance and democratize artificial intelligence through open source and open science.