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The bikers were part of the Saddle Tramps Motorcycle club out for a ride in celebration of the group's 10th anniversary.
Deeann Goudie, a spokeswoman for the highway patrol, told CNN.com "The gold Honda Civic left the scene without stopping and police want to talk with that driver. We're looking for a 1995-2000 model year Gold Honda Civic."
The driver of the Dodge, Carlos Bobadilla, was freed Sunday after blood alcohol tests confirmed he was not drunk when he hit the bikers. He is not considered at fault for the accident.