Beat together the shortening, sugars, and eggs until fluffy. Blend in peanut butter and vanilla. Add dry ingredients. Stir in chocolate chips. Roll into small balls and place on ungreased baking sheet. Flatten with a glass dipped in sugar. Bake at 350 degrees approximately 8 minutes.