If there's no grub screw, turn the spout to be sideways, ie parallel to the front of the kitchen unit. You may find you can pull it off when it's in that position. Try both directions!
As chris said if there is no screw then twist to the side. If you pull while you are twisting you can usually feel the key pop into the groove, at least then you know its the right place to start pulling.
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