  We prove the first mathematical result relating the Yang-Mills measure on a
compact surface and the Yang-Mills energy. We show that, at the small volume
limit, the Yang-Mills measures satisfy a large deviation principle with a rate
function which is expressed in a simple and natural way in terms of the
Yang-Mills energy.
