In this paper, we establish the boundedness of rough $p$-adic fractional integral operators on $p$-adic generalized Morrey spaces, as well as the boundedness of multilinear commutators generated by rough $p$-adic fractional integral operator and $p$-adic generalized Campanato functions. Moreover, the boundedness in classical Morrey is given as corollaries.