how to resolve the issue of insufficient memory

Hi,
I have been trying to run an AMPL code that includes huge number of parameters and hence I am receiving the following error message:

"Too much memory used -- 2146965232 bytes; couldn't get 32784 more.
Highest address used = 4294967295."

I would like to know whether there is a way to resolve this issue.
Thank you in advance,