State Police report a marked State Police cruiser at Commonwealth Avenue and Berkeley Street around 2:50 a.m.
The crash also caused two other vehicles to be struck, one of them parked, before the taxi fled the scene. The crash also caused damage to a light pole and fence.
There were no injuries, State Police say.