Wordpress Image attachment modification for a page.
Basically Each post has a gallery (http://celebrityhotfashion.com/). So when you click the image it will take you to this page (http://celebrityhotfashion.com/?attachment_id=24)
In this I want Next Image link and previous image link. You notice the advertisement. Image thumbnail for both previous and next image will be in on the both side. Look at the attach file to get an idea.
If you have any better idea then let me know.