What type of valve is it? Make sure it's not leaking at the valve, but you probably already checked that too.

If it leaks down there has to be a hole in it somewhere. Try putting a little more air in it while out of the tire and see if that shows where the hole is. Doesn't do much good to know where the tube is in relation to the tire if you can't find a hole in the tube first.