The CIFs generated by our Diffusion Models not only have a diverse set of lattice parameters, lattice angles, space group numbers, and elements present, but they are symmetrical and realistic looking. Although the CIFs produced are not perfect, there is a clear distinction between the CIFs produced by our Diffusion Model and our WGAN. Of the decomposition energies of the six CIFs listed, five of them had decomposition energies (eV/atom) below 1, and three of them even had decomposition energies below 0.1, once again reinforcing the realistic characteristics of the CIFs produced by the Diffusion Models.