In this post, we demonstrate how to implement Fully Sharded Data Parallel (FSDP) fine-tuning of the dolly-v2-7b model using Amazon ECS. The solution uses a Ray cluster running on ECS with two services (head and worker) connected to Amazon S3, enabling efficient distributed training across multiple GPUs while abstracting away container orchestration complexities.| Amazon Web Services
Understand the key concepts, benefits, and requirements for BYOIP in Amazon EC2.| docs.aws.amazon.com
Learn how to run GPU accelerated functions on OpenFaaS while using Karpenter to save on infrastructure cost.| OpenFaaS - Serverless Functions Made Simple
To connect programmatically to an AWS service, you use an endpoint. AWS services offer the following endpoint types in some or all of the AWS Regions that the service supports: IPv4 endpoints, dual-stack endpoints, and FIPS endpoints. Some services provide global endpoints. For more information, see| docs.aws.amazon.com
