They will always fade out because of the AC-DC converter in the driver.

Start with what Tom mentioned. It could be that the thermal paste has silver in it and is contacting a pad and the heat sink. It also could be that you just have a couple bad LEDs. Before you plugged everything up, did you set the internal pot on the driver to the volt/current loads you needed for the number of LEDs driven?