Very Easy Method.

Get everyone in sneak.

Cast invisibility/use a scroll on the rogue.

Activate the Beholder by walking to his place. Go behind him and stab him a few times with your rogue.

Sneak attack with the rest of your party with their most damaging moves.

GG Beholder.