An Aussie man has landed himself in hot water after Thai police uncovered a stash of illegal gun silencers, rifles and bullets during a raid.

A Thai man fled from Surin province to Mukdahan after allegedly murdering a gay man and stealing gold jewellery worth over 1 million baht.