Shortcode Gallery, Hide The Load More Button

Hey Guys,

I want to display a few images on the homepage but do not want the "load more" button displayed. Is there a way I can remove the load more button from showing. There should be an option the the shortcode that would allow me to hide this option. 

Thanks for any help that can be offered!