Keep cooled Pumpkin Bread with Chocolate Chips in an airtight container at room temperature for 3 days or refrigerate it for up to 5 days. For longer storage, wrap individual slices tightly and freeze them inside a freezer bag for up to 3 months. Then warm refrigerated slices at 300°F for 5 to 7 minutes or microwave one slice for 10 to 15 seconds. Discard the bread if you notice mold, fermented odors or unusually sticky wet patches.