AWS launched a set of building blocks to streamline foundation model training and inference. These templates integrate Hugging Face libraries with AWS infrastructure to reduce setup friction. The tools automate cluster configuration and data loading. This reduces manual overhead for engineers deploying large-scale models on Amazon EC2 instances.