The layout depends on the HTML structure of the theme you are using.
Could you please mention the theme name you are using so that we can check if there are any possible workarounds?
Additionally, can you share your rtMedia Plugin debug info?
You can find it into
Admin panel => rtMedia Tab => support => Debug Info