What's strange is that the remote jobs, as soon as they are launched, if I compare their configs while in state pending, they have the right all different configs, but later, while running,

Wait I think I found it, since usuallyu the case with hydra you configure everything from overrides / config, when launched remotely it looks at it by default. But with the launch plugin it should be overwritten with the Task
task = Task.init(...) task.set_parameter(name="Hydra/_allow_omegaconf_edit_", value="True")This should fix it 🤞 (if it does we will add it to the docs, because I'm sure it will be hard to find 😅 )

BTW:
Launch plugin is in the todo list 🙂