Modules jumping around all over the place after publishing/ spacer lines changing colour etc

Hi there,
Our website is I am having issues with modules on the pages completely jumping out of place (swapping with other modules / moving from top of the page to bottom of the page etc) after saving and after publishing. Someone please help me figure out how to prevent this from happening.