If it's completely dry including torque converter, somewhere in the neighborhood of 8 quarts. If that's the case start with 6 quarts. (see below)
If you doing a fluid change, I'd put in about 4 quarts, start the engine put trans in NEUTRAL, and let it warm up. Add until the full mark.
Go for a short drive and recheck.