According to TMZ, "Diddy just started screaming at her when he saw her. No one could believe it. He was screaming obscenities at her" and at actor Terrence Howard, who was with her. Oddly, however, Naomi "played it totally cool."
There's no specific reason for the origins of the tirade, except that Diddy's baby mama hates her.