Oh no...i always thought it was a correct way to say that!!
By the way...I have a related question. The differences between
I'm running out of sth...I have nearly finished something [flour/milk/butter/patience]
I'm out of sth... I have completely used up something and have none left
I'm without sth... I do not have something