A caloric heat pump system includes a motor and a pair of non-circular gears meshed with each other. A first one of the pair of non-circular gears is coupled to a regenerator housing, and a second one of the pair of non-circular gears is coupled to the motor. The regenerator housing is rotatable with the motor through the pair of non-circular gears.