Chocolate bread pudding can be frozen after baking (make sure the baking dish is freezer safe). Cool the dish completely, then wrap it well with a double layer of plastic wrap and a double layer of foil before freezing. Defrost the dish in the refrigerator overnight. Frozen bread pudding will keep 2 to 3 months.