Abstract: We provide a series of Models for the problems that arise in Yang Mills Theory. No claim is made that the problem is solved. We do factorize the Yang Mills Theory and give a Model for the values of LHS and RHS of the Yang Mills theory. We hope these forms the stepping stone for further factorizations and solutions to the subatomic denominations at Planck’s scale. Work also throws light on some important factors like mass acquisition by symmetry breaking, relation between strong interaction and weak interaction, Lagrangian Invariance despite transformations, Gauge field, Noncommutative symmetry group of Gauge Theory and Yang Mills Theory itself. What happens when Yang Mills theory provides a proper explanation of the Physics of nuclei and nuclear constituents, and incorporate this premise in the 36 storey Model built and see what the ramifications on the other variables are. We, feel more erudite scholars would be able to given better physical interpretation which can effectively solve some problems not wholly or in full measure but very substantially.