A small-sized feeding unit for a transfer press is provided. To this end, the feeding unit comprises: a feed box body one end of which is attached to side faces of uprights; feed driving means having servo motors disposed within the feed box body and pinions rotatively driven by the servo motors; feed racks movable in a feeding direction and meshing with the pinions respectively; feed carriers integrally attached to the feed racks respectively; and feed bars coupled to the feed carriers respectively so as to be movable at least either in a horizontal direction perpendicular to the feeding direction or in a vertical direction, wherein when the feed carriers are positioned at a stroke end on a press body side, the feed carriers are located in the vicinity of the feed driving means with respect to the feeding direction.