If you're employed for more than 30 hours a week in TN, you can carry on your AL permit for six months. After that you're required to obtain a TN permit. Due to TN law, it's not apparently likely that you'll be able to obtain a TN permit as an AL resident.
If you're not employed in TN, you're free to carry as much as you like in TN on your AL permit.