Security and Compliance in Machine Learning Projects
Last updated July 1, 2024
Introduction: Integrating Hugging Face models with cloud services like AWS enables scalable and efficient deployment of machine learning models. This guide outlines the steps to integrate Hugging Face with AWS.
Steps:
- Set Up AWS Environment
- Create an AWS Account: Sign up for an AWS account .
- Configure AWS CLI aws configure Enter your AWS access key, secret key, region, and output format
2.Launch an EC2 Instance
- Choose an AMI: Select an Amazon Machine Image (AMI) that suits your needs, such as a Deep Learning AMI.
- Configure Instance: Choose the instance type, configure instance details, and add storage as needed.
- Launch and Connect: Launch the instance and connect via SSH.
3.Install Required Libraries
- Set Up Python Environment
sudo apt-get update sudo apt-get install python3-pip pip 3 install transformers torch
Was this article helpful?