AI training is moving from cloud servers to everyday hardware as on device ai reaches flagship smartphones and consumer GPUs. Tether, issuer of the USDT stablecoin, has introduced QVAC Fabric, a new AI training framework designed to run large language models on smartphones and consumer GPUs using Microsoft's BitNet architecture and LoRA optimization techniques.