I agree with the PP. I bought preemie socks at BRU and they must have been for micropreemies, they were so tiny! They were stretchy, but just rolled right off.
You could try putting a ponytail holder on the cuff to hold them up, since baby won't be grabbing it and trying to stuff it in her mouth.