I would like to understand how guild can be integrated into a typical gitflow workflow.
Consider the following example:
- I create a feature branch and experiment with a new model using guild.
- I find a new BEST_MODEL where all metrics, saved model etc. lives in a guild run
- I create a pull request for the code that generated BEST_MODEL
Now the issue is that the current code on my feature branch doesn’t necessarily correspond to the the run that created BEST_MODEL. I am thinking that some kind of
guild commit RUN_ID FEAT_BRANCH might be helpful here.
Is there anyway that guild currently support this use case?