Catalog

Generative AI is the bleeding edge of innovation but can be challenging to build and operate at scale. Discover how Roblox, a large online metaverse platform, identifies and forms their use cases for generative AI applications. Deep dive into Roblox’s integration of AWS services like AWS Deep Learning Containers, Amazon EKS, and Amazon EC2 UltraClusters to rapidly scale ML infrastructure. Learn about the solution architecture, training and serving environments, compute orchestration, and ML application development SDKs. Gain insights into best practices to speed up development and improve model training efficiency for large-scale multi-node distributed workloads serving millions of users.