Yes you can take out a personal loan then use the loaned money to make the down payment on your vehicle.
I did the same thing to get a car loan I went and got a personal loan to cover the down payment on the car and then that way I had two loans open in my name and since I paid back both those loans, both the personal loan and the car loan my credit rating improved a lot.