Antoine Dodson always preaches "Hide ya kids, hide ya wife!" -- but he should be preaching "Hide ya pot!" ... because he was busted early this morning for marijuana possession.

Dodson was popped in Alabama by Huntsville PD at around 2:30 AM. He was booked on a misdemeanor charge of possession of marijuana and released a short time after.