AWS now integrates Hugging Face libraries directly into its training and inference stacks. This update streamlines how developers deploy large models using Amazon SageMaker and Trainium chips. It removes several manual configuration steps for infrastructure setup. Practitioners can now scale foundation models with less friction, though the improvements are largely incremental.