A worthy pursuit, @jose_gacia! Like @timanix, suggested, this is an out-of-memory error. Silva's a big ol ! If you're working on a virtual machine, make sure you've allocated enough RAM to the VM. If not, you might need to consider using an institutional compute cluster, or renting a server. Setting up an ubuntu instance isn't too hard, and can be quite cheap.
Best of luck!