NOT RECOMMENDED!!!
The low Vf of the latest LEDs pull too much current from the batteries - way past the safety limits of a 10440.
At least go with AA/14500 lights - MiNi AA vs LD10. 14500 have double the capacity of 10440 but you ARE STILL IN THE DANGER ZONE.