I'd be a bit hesitant to try those. With the supplied Duracells, I found that the circuit board in mine got pretty hot all by itself with only a minute's use.
The top cover has a bayonet-style mount (like an SLR camera lens) and comes off easier than the battery cover (go figure). Try running yours for a few minutes on regular alkalines and then see how hot it is.