Walnuts give this chocolate fudge its character. Their crunchy texture breaks up the creamy chocolate, bringing a nutty finish to each bite. Chocolate Walnut Fudge is a familiar combination with a little more texture than our plain chocolate flavor. For another nut-filled chocolate option, explore Milk Chocolate Macadamia Nut Fudge.