The norm of the difference vector between the HL and LL atomic gradients is minimized to enhance semiempirical Hamiltonian's ability to reproduce accurate geometries. By aligning these gradients, the re-parametrized semiempirical Hamiltonian becomes better suited to predict the correct atomic positions along the reaction path, thereby improving the overall structural fidelity of the model.