He Has Nothing But Kung Fu (1983)

He's lost his memory, but not his skill: After a fierce battle with a local tong, Hoi is thrown over an embankment and left for dead. He survives the ordeal but has lost all of his memory, but not his kung-fu. His fateful meeting with a beggar leads to their teaming up for cleaning up that tong.