Stuttering can heavily affect your relationships if your partner is not aware of how a stutter works, what can cause it, and is just generally not educated on them. In this case, the best thing to do would be to try to educate them on the matter, and if they aren't willing to listen, move on to someone else. You deserve a person who accepts all the sides and parts of you that there are.