That being said it returns none for me when I reload a task but it's probably something on my side.

MistakenDragonfly51 just making sure, you did call Task.init, correct ?
What dues
from clearml import Task task = Task.current_task()returns ?

Notice that you need to create the Task before actually calling Logger.current_logger() or Task.current_task()