do a runner
To flee or quickly leave a place, usually so as to get out of paying for something or to avoid trouble or the law. Primarily heard in UK. The teenagers did a runner as soon as the cab stopped, leaving the driver to foot the bill. The young man, unintelligible with drink, did a runner when the police went up to question him.