Disabling default image viewer for WP galleries?

Hello,

I’ve solved this in the past but don’t remember how…

When using WP galleries that link images to the Media File and enabling Lightbox, I’m getting first a new page with the image displayed by WP and also the lightbox over the initial gallery page. How to disable the WP image display?

Thanks!