# Aws sagemaker multimodel endpoint

**URL:** <https://discuss.huggingface.co/t/aws-sagemaker-multimodel-endpoint/30878>\
**Category:** Amazon SageMaker\
**Created:** [February 1, 2023, 5:38am UTC](https://discuss.huggingface.co/t/aws-sagemaker-multimodel-endpoint/30878 "2023-02-01T05:38:26Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![PrajwalSavkar](https://avatars.discourse-cdn.com/v4/letter/p/7993a0/32.png) [@PrajwalSavkar](https://discuss.huggingface.co/u/PrajwalSavkar)\
**Post date:** [February 1, 2023, 5:38am UTC](https://discuss.huggingface.co/t/aws-sagemaker-multimodel-endpoint/30878/1 "2023-02-01T05:38:26Z")

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Hi team,  
how to deploy multiple hugging face models for inference on a single aws sagemaker endpoint?  
Actually I have a AWS lambda from which I’m invoking the endpoints, I’ve 3 endpoints but I want them into single AWS endpoint to save my AWS billing amount, I’m finding article but did not find any  
please help me with how can I get my three models into single endpoint for inference.

Thank you

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<div class="post-metadata">

**Author:** ![crajah](https://avatars.discourse-cdn.com/v4/letter/c/85f322/32.png) [@crajah](https://discuss.huggingface.co/u/crajah)\
**Post date:** [February 2, 2023, 9:39am UTC](https://discuss.huggingface.co/t/aws-sagemaker-multimodel-endpoint/30878/2 "2023-02-02T09:39:19Z")

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You can find step by step instructions on creating a multi-model endpoint on SageMaker at the following link. The guide has detailed instructions of creating the MME.

> **[Create a Multi-Model Endpoint - Amazon SageMaker](https://docs.aws.amazon.com/sagemaker/latest/dg/create-multi-model-endpoint.html)**
>
> Create and deploy a Amazon SageMaker multi-model endpoint.