kapynInfrastructure

Reduce ASR inference costs by 75% with NVIDIA MPS on Amazon EC2

NVIDIA MPS and Triton on Amazon EC2 cut ASR inference GPU costs by 75%. The setup multiplexes requests onto single GPUs, sustaining 92.1 requests per second per GPU with sub-second latency. It gives AI developers a practical path to scale speech models without adding GPU capacity.

AWS ML Blog·Aug 27, 2026

Opening Kapyn…