NVIDIA L40S GPUs are here

What this post added

This post announces the addition of NVIDIA L40S GPUs to Replicate's supported hardware, highlighting a ~40% performance improvement over A40 GPUs. It details a phased migration plan for existing models and deployments from A40 to L40S, including specific dates for public and private resources. The post also analyzes the cost implications of the new GPUs, explaining how pricing will be affected for different usage scenarios (private vs. public models/training) and provides guidance on adjusting deployment configurations to optimize costs based on the performance gains.