It's normal for sweet potatoes to start sprouting when exposed to air or light. You can eat sweet potatoes with little sprouts as long as the flesh still feels firm and there's no mold or sour smell, but discard any with longer sprouts because these might be rotten. Sweet potato slips are the name given to these shoots.