This post details optimizations for LLM deployment on AWS GPU instances using Amazon FSx for Lustre and TurboQuant. It addresses the bottleneck of slow model loading into GPU HBM by leveraging GPUDirect, significantly reducing wait times for inference readiness as models scale.
Opening Kapyn…