Turns out that I wired up my power MOSFETs wrong, so PWM doesn't really fade the LEDs at the moment. I was using an N-Type MOSFET and a P-Type wiring. Silly me.

But not to worry! I switched the wiring around and sent it off to be made again! You can also use a P-type MOSFET as well