AWS Machine Learning Large Models Workshop

WorkShop Steps

Note: This workshop has been tested in us-east-1 region.

This workshop is organized in a number of sequential steps. Steps 1 through 3 are required to complete the workshop.

1. Login to AWS Account (STEP1_AWS_LOGIN.md)

2. Setup Amazon SageMaker (STEP2_SAGEMAKER_LOGIN.md)

Git url https://github.com/aws-samples/sagemaker-distributed-training-workshop.git to clone the repository for labs

3 Run the use case examples

Once you have logged in to Studio, run the following labs:
Lab1: https://github.com/aws-samples/sagemaker-distributed-training-workshop/tree/main/1_data_parallel/Lab1_stable_diffusion
Lab2: https://github.com/aws-samples/sagemaker-distributed-training-workshop/tree/main/2_model_parallel_sdp