Green’s Dictionary of Slang

fat-head n.2

also big-head

(UK black) a marijuana cigarette.

[UK]A. Wheatle Dirty South 16: There were some older kids who smoked weed and they used to wrap their fat-heads in the toilets at dinner break. [Ibid.] 53: He then torched half a big-head and passed it on to me.