SourSwallow36 it is possible.
Assuming you are not logging metrics by the same name, it should work.
try:
Task.init('examples', 'training', continue_last_task='<previous_task_id_here>')

'by the same name' you mean names of the metrics and not the experiment name, right?

And yes, I'm logging different metrics

try:

Task.init('examples', 'training', continue_last_task='<previous_task_id_here>')
Just tried this and it works. Thanks! Really appreciate the great response!