London, England (CNN) -- A group of demonstrators broke into the headquarters of Britain's governing Conservative Party in London Wednesday, spray-painting anarchy symbols and setting off flares before being forced out of the building.

They went on to set fires outside the building.

The violence came during a largely peaceful protest by students against government plans to allow universities to increase tuition fees. The National Union of Students said 40,000 demonstrators were on the streets.