Maybe try downloading fewer files at once to reduce memory usage. I had this same problem when trying to download 5 files concurrently. I cancelled 4 of them and downloaded them one at a time and it fixed the problem.

Machine specs:
PB G4 867mhz
640mb ram
6gb free hard disk