"Little" is also correct here but was not accepted in my answer.
"little" is a synonym but it doesn't colloacate with "mountain". It's a matter of correct usage.
Then it would be a hill. I think the Greeks have a word for that.
Of course a mountain can be small. It's not necessarily a hill then...
Otherwise you could also say that a small person would have to be a dwarf.