In this workshop we are going to cover:
- Register and deploy pre-trained hugging face models to Amazon SageMaker for real-time inference
- Multimodel endpoint deployment
- A/B testing using production variants
- Deployment guardrials with blue/green deployment
- Benchmark inference payload with API gateway + lambda
For this workshop you’ll get access to a temporary AWS Account already pre-configured with Amazon SageMaker Studio. Follow the steps in this section to login to your AWS Account and download the workshop material.
1. To get started navigate to - https://dashboard.eventengine.run/login
Click on Accept Terms & Login
In the terminal paste the following command to clone the workshop content repo:
git clone https://github.com/aws-samples/amazon-sagemaker-deployment-workshop.git
See CONTRIBUTING for more information.
This library is licensed under the MIT-0 License. See the LICENSE file.