To leave a place, especially one that is no longer of use or interest, generally in search of something better. Come on, let's ditch this place and go back to my house.
ditch
1. tv. to dispose of someone or something; to abandon someone or something. The crooks ditched the car and continued on foot.
2. tv. & in. to skip or evade someone or something. Pete ditched class today.