to leave suddenly or abruptly
to get rid of (e.g. an ailment or mood) by walking
walking off a hangover
walk off with
informal to steal and take (something) away
informal to take (something) away unintentionally
informal to win or gain (something), esp by outdoing one's competitors without difficulty
Our team walked off with the trophy every year