The capacitors used on the board are already good quality (they're the same as those used on some Asus boards). I've seen cap mods harm performance on some boards. Adding some small value (100nf) capacitors very close to the CPU's Vcore pins would probably be of more benefit than adding lots of bulk capacitance.