1 2 3 Next & Last Page Settings

I have fast gallery installed on a couple of sites and on both sites I have only a couple folders with just a few pictures in each folder. Underneath the folders it has the numbers 1 2 3 (for the pages in the gallery) and the Next & Last Page. I do not understand why these are even showing up when I just have to folders that clearly fit on one page. The first site I installed it on actually has page 1 - 12 then the next and last page. And there are only two folders on it also.
How do I fix this? Is it a Fast Gallery fix or is it a image cache problem or Lightbox problem. Any help would be appreciated, I looked through the Que and didn't find a similar issue.