Cigarettes were stolen in a raid on a Heanor Market Place shop on Friday night.
A group of five masked offenders forced open the roller shutter doors of Costcutter at 22.40pm.
Once inside they broke into the tobacco kiosk and emptied the shelves.
A police dog tracked the gang across the grounds of the college, but none of the offenders were caught.
Police are appealing for witnesses.