The family lived at a home in the 2300 block of Davis Avenue, where the five victims were found about 11:15 p.m. Saturday.
Family members said they could not reach the family by phone and went to check on them Saturday.
Investigators believe the killings happened sometime on Saturday. Each victim had been shot, police said.
Villegas-Hernandez is possibly driving a red, four-door Ford pickup with New Mexico license plate KJS479.
Anyone with information regarding the whereabouts of this suspect, or having other information about the case, is asked to call the Roswell Police Department.
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