Stupid question:
If your desktop has a graphics card with, say, 4GB of memory, but you're currently not doing anything GPU-intensive, can/will the CPU/OS use that as general purpose memory? Granted that the PCIe bus isn't as fast as the actual memory bus, it's still much faster than disk-like storage...