It only took a matter of seconds. The fireball from the explosion could be seen from space. The facility was severely damaged and cars were torched. The Antares space launch that was to take supplies to the space station is gone.
Washingtonpost.com:
An unmanned rocket that was to resupply the International Space Station blew up Tuesday evening a few seconds after liftoff from Wallops Island, Va.The Orbital Sciences rocket rose a short distance from the launchpad and then exploded in a ball of orange flames. Orbital Sciences is a private company based in Dulles, Va.
NASA confirmed that all personnel were accounted for and that there were no injuries in the explosion. However, it appeared that the explosion caused damage on the ground. Emergency personnel from nearby Virginia jurisdictions, including Chincoteague, were sent to the scene.