Grand Unified Theories (GUTs) usually predict wrong Standard Model (SM) fermion mass relation m e /m µ = m d /m s toward low energies. To solve this problem, we consider the Generalized Minimal Supergravity (GmSUGRA) models, which are GUTs with gravity mediated supersymmetry breaking and higher dimensional operators. Introducing non-renormalizable terms in the super-and Kähler potentials, we can obtain the correct SM fermion mass relations in the SU (5) model with GUT Higgs fields in the 24 and 75 representations, and in the SO(10) model. In the latter case the gauge symmetry is broken down to SUfor the first time we generate the realistic SM fermion mass relation in GUTs by considering the high-dimensional operators in the Kähler potential. 5.3 The Georgi-Glashow SU (5) × U (1) ′ Model 13 5.4 The Flipped SU (5) × U (1) X Model 15 5.5 The SU (3) C × SU (2) L × U (1) 1 × U (1) 2 Model 15 6. SO(10) Models with Non-Renormalizable Terms in the Kähler Potential 17 6.1 The Pati-Salam Model 18 6.2 The SU (3) C × SU (2) L × SU (2) R × U (1) B−L Model 18 6.3 The Georgi-Glashow SU (5) × U (1) ′ and Flipped SU (5) × U (1) X Models 20 6.4 The SU (3) C × SU (2) L × U (1) 1 × U (1) 2 Model 22 7. Conclusion 26 -1 -