Green’s Dictionary of Slang

chaser n.2

[chase v. (7b)]

(drugs) a frequent user of crack cocaine.

[US]T. Williams Crackhouse 54: ‘I’m a baser, not a chaser’. This is an attempt to distinguish herself from those who cannot control the use of freebase cocaine, who ‘chase’ after the drug.
[US]ONDCP Street Terms 5: Chaser — Compulsive crack user.