There is no automatic process right now. If you set save_strategy="epoch" and save_total_limit=1, you will have a save of the model for each trial and you should be able to access it at the end by looking at checkpoint-{trail_id}-xxx.
We’ll put having it being automatic on the roadmap so it becomes easier in a future version! Hoping to have some time to do this next week or the week after.