bartek@aws: ~/news
$ whoami
$ AWS Architect · DevOps · Cloud
Friday, September 11, 2026

Amazon SageMaker HyperPod Gets Speed Boost with Model Caching

Amazon SageMaker HyperPod now supports model caching, which pre-loads model weights and container images onto cluster nodes to slash cold start times from minutes to seconds. This means 60% faster scale-outs for LLM inference workloads like chat assistants and RAG systems, with the feature available globally wherever SageMaker HyperPod runs.

source: [aws/whats-new]