How does Centralpoint handle the complexity of running local models?

By absorbing the complexity into the platform. Model installation, quantization, serving, scaling, monitoring, and upgrading are platform features rather than client responsibilities. The client picks the model and the hardware; Centralpoint operates everything in between.