I found this:
http://www.wikihow.com/Get-Rid-of-Mice-Naturally
but I'm quite sure you will not get rid of the mice until you find and close off the ways they are getting into your place. Are you renting? This would be the owner's responsibility. A business such as Terminix can do an inspection to find out where the mice are getting in and plug up those entries.