differ from / differ with
To be unlike versus to disagree.
Things differ from each other when they are not the same. People differ with each other when they disagree. Do not use differ with for a mere unlikeness.
Examples
Use This draft differs from the last one.
Use I differ with the chair.
Avoid This draft differs with the last one.