Sorry ebay don't let you go from business to private account but you can open another account if you like. Just log out of this one, clear cookies (or use a different browser) and register a new one using a different email address.
to sell multiples of new items you need a business account anyway, so do as suggested if you wish to continue selling the new items on this account and open a new account for your personal items.