I buy 1 yard pieces. If its a really great versitile fabric I buy 2 yards. This is enough for a small project, or scrappy projects, and have plenty for your stash. I would not buy large amounts because our taste in fabric changes over time.
Plus they are always making new fabrics every year. Add to your stash a little every year, instead of trying to build a stash in one-two years.