Are you sure? Wikipedia tells that 64 bit processors were introduced to pc market in 2003. So it is likely that your computer can run 64 bit code.
Edit: Especially, many of the processors marketed as Celeron are single core 64 bit: List of Intel Celeron microprocessors - Wikipedia