kapynDev Tools

Disaggregated prefill and decode for LLM inference on SageMaker HyperPod

SageMaker HyperPod adds Disaggregated Prefill and Decode for faster LLM inference. This implementation leverages vLLM and the HyperPod Inference Operator to optimize GPU utilization and throughput for large model deployments. Developers can now achieve significant performance gains for LLM inference workloads on AWS managed infrastructure.

AWS ML Blog·Jul 10, 2026

Opening Kapyn…