Goodbye Cold Boot: LoRA Inference 300% Faster

AI Impact Summary

This update dramatically improves LoRA inference speed by swapping LoRA adapters on demand, keeping the base model warm. This reduces the warm-up time from 25 seconds to just 3 seconds and significantly decreases inference latency from 35 seconds to 13 seconds. By leveraging a shared infrastructure and minimizing the need to spin up new GPU instances for each LoRA, the system achieves 300% faster inference and reduces compute resource consumption, allowing the team to serve hundreds of distinct LoRAs with a smaller GPU footprint.