Philipp Schmid • 3/1/2022

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

Read Original

This technical article details how to use a Terraform module to deploy Hugging Face Transformer models, such as BERT, to Amazon SageMaker with autoscaling capabilities. It covers deploying models from the Hugging Face Hub or Amazon S3, setting up autoscaling configurations, and creating asynchronous inference endpoints, providing a practical guide for MLOps and infrastructure-as-code.

0 comments
#Terraform #Amazon Sagemaker #Autoscaling
Autoscaling BERT with Hugging Face Transformers, Amazon SageMaker and Terraform module

Comments

No comments yet

Be the first to share your thoughts!

Browser Extension

Get instant access to AllDevBlogs from your browser

Top of the Week

1
React, useEffect, and Stale Closures: How to Avoid Them with Dependencies and useRef
Jivbcoop • 4 votes
2
Better react-hook-form Smart Form Components
Maarten Hus • 2 votes
3
AGI, ASI, A*I – Do we have all we need to get there?
John D. Cook • 1 votes
4
Quoting Thariq Shihipar
Simon Willison • 1 votes
5
Dew Drop – January 15, 2026 (#4583)
Alvin Ashcraft • 1 votes
6
Using Browser Apis In React Practical Guide
Jivbcoop • 1 votes