Break it down:
非 (not) +
金属 (metal) = 'not metal.' Classic non-metals from school chemistry:
碳 (carbon),
氧 (oxygen),
氮 (nitrogen),
硫 (sulfur),
磷 (phosphorus). They sit on the right side of the periodic table and typically don't have metallic shine or conduct electricity well.