Philipp Schmid • 2/8/2022

Deploy BERT with Hugging Face Transformers, Amazon SageMaker and Terraform module

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This article provides a detailed tutorial on automating the deployment of a Hugging Face Transformer model (DistilBERT) into production using Amazon SageMaker. It explains the benefits of Infrastructure as Code (IaC) with Terraform, introduces a custom Terraform module for SageMaker and Hugging Face, and walks through the process of provisioning infrastructure and deploying the model for inference.

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#Machine Learning #Terraform #Amazon Sagemaker
Deploy BERT with Hugging Face Transformers, Amazon SageMaker and Terraform module

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