no your downloads wont be deleted temp files are only unnecessary files from websites like this and for instance YouTube and MySpace so yea you can delete your temp files and still keep your downloads but if you have Firefox or chrome go in and delete the unnecessary downloads that you don't use and it will indeed save a lot of disk space