Provided herein are pressure modules for use with die pressing operations for stripping work pieces from individual dies. The pressure modules include a top plate and a transfer plate that is separated by a resilient member that is compressed when a die set is closed and which provides a restoring force when the die set is opened. The pressure modules are formed independent of the dies and supported relative to the ram or press-bed of the press. In this regard, transfer pins may be utilized to transfer the restoring force from the resilient member to a stripper mechanism. In another arrangement, a press is provided that allows the pressure modules to be removed from or inserted into the press without removing a die attached to the press.