If you are living in an apartment in a zone that only alows for single family residences, then your lease is not binding. You can break it without penalty. However, mke sure that the homeowner did not get a "variance" of some sort. This is legal permission to do something that is not normally allowed under existing zoning ordinances. If your landlord gives you trouble, you can report them to the local zoning enforcement authority.