There, I've not used multi-site before but I'm looking

Hi There, I've not used multi-site before but I'm looking to build one very much in the vein of Etsy.
If I want to use a theme can I use any wordpress theme purchased on any site I have found or does it have to be a multi-site theme from here.
Thankyou