go off with
idiomDefinition of go off with
1
chiefly British
: to leave (a spouse, partner, etc.) in order to live with and have a sexual relationship with (someone)
He left his wife and went off with some young thing.
2
: to take away (something that belongs to someone else) : to steal
Someone went off with my wallet.