http://www.gigabyte.com/support-downloads/cpu-support-popup.aspx?pid=4208
No, it is not supported, and putting a 125W CPU in a 780 chipset board is a bad idea.
Both the HD7870 and HD7970 will work but your CPU will bottleneck it heavily.
Time for a new CPU and mobo.