Text Caption only on Lightbox Overlay?

Love the elegance of this plug-in.

Using it with single images in simplicity itself. However, when used with a WordPress Gallery, is there anyway to have a text caption only display on the larger lightbox overlay image and not on the thumbnail as well

Thanks

https://wordpress.org/plugins/wp-lightbox-2/