There were no immediate reports of casualties from the explosion near the Marshal Fahim Military Academy in Kabul, interior ministry spokesman Marwa Amini said.
Fahim was a former defense minister and among the anti-Taliban fighters who entered Kabul with the U.S.-led coalition in 2001 after the Taliban were overthrown. He died in 2014.
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