Per the forum rules, post your system specs. Also, where are you reading the 3.5gb? Post a screen capture. If you are correct, then I suspect you have only 4GB RAM being reported by your hardware.
As Dru said, FreeNAS requires 8GB RAM, however in my opinion it may run fine if you do not load it up with jails/add-on applications.