Actually, exponentially either gets much faster, or much slower, when moving up or down in the function. It would actually get much slower, in this case, as you lose training. Once it hits a certain point, say 20 training, it will be so slow as to effectively not be going down anymore. Leaving a unit that is still able to fight in combat, but not nearly as effective as one with 70 training.
