Go to Lists menu > Templates.
Edit this template.
Go to Additional Customization, the Print Tab.
Change the setting here, to "Use Specified Printer Settings below for this Invoice."
Now, change the layout here, using the Radio button for Landscape orientation. You can even custom size this on half-pages.