It's probably a huge energy drain that makes it impractical to mount on a Rebel ship, the largest of which is still smaller than the Empire's.
It's tasked with providing cover fire to escaping ships and can't be spared to fire at the walkers, (if they're even attacking near it) and once the generator takes a hit, it's probably useless.