Once you have smoked for a long period of time most of the damage has been done and giving up will have little health benefits?

No, lung tissue will heal. It may take a while, but as long as the tissue has not become necrotic (you would die), and you do not have cancer the tissue should repair itself. This will take a very long time, but it is possible.