How much can you afford?
Seriously now, it is hard to tell without knowing how many colors in the collection and what pattern you are making with it, but I never get less than two yards of anything unless it is for backing when I get more. If DH is the one shopping (and I always love his selections), he gets 3 yards and when I use them I always end up using it all.
Maria