It happened just before midnight Monday on Fresno Street just north of Shaw.
Police say an officer was driving by when he noticed a group of about 5 people involved in what appeared to be a fight. When the police officer drove up, about three people ran away.
Police detained two stabbing victims who were hospitalized. One is in critical condition.
Police say the victims knew the suspects.