AWS now integrates Hugging Face libraries directly into its infrastructure to streamline foundation model training. This update simplifies how developers deploy large-scale clusters and manage distributed inference. It removes several manual configuration steps for Sagemaker users. Practitioners can now scale compute resources faster, though the underlying hardware capabilities remain unchanged.