You can set the quota from Central Administration, Application
Management, Site Quotas and Locks, choose the My Site Web App, select
the site collection (don't get fooled by this screen, it is the SITE
COLLECTION, not a Web App), choose individual quota at the bottom, and
set the quota on a site-by-site basis.