A dough sheet for producing thin, baked chips is obtained continuously by compressing a dough sheet to a thickness of less than or equal to about 0.035 inch between counter-rotating gauge rolls while maintaining the surface of each gauge roll at a temperature of about 85° F. to about 95° F. Maintaining the gauge roll surface temperature at about 85° F. to about 95° F. avoids sticking, tearing, and shredding of the thin dough sheet as it is compressed and transferred by the gauge rolls, even at high production rates or line speeds. A rotary cutter is employed to obtain thin, irregularly shaped, scallop-edged snacks in a variety of shapes from a single dough sheet without producing dough scraps between the pieces.