So in the first case you just run a task locally. In the second case you run a script that creates a task with Task.create() which creates a draft task with execution parameters, output uri etc (Nothing in configuration I assume? Please check). This task is then enqueued and the script exists.

Afterwards on the remote machine task is pulled by agent (is it running in docker mode?) same code is pulled and execution begins.

At which point were the init params changed in the second case? From my understanding you just create a script that creates a task with the Task.init() (train.py) from repository. The code then runs and uses params in the cloned repo. What am I missing?