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Integrate `BugBug` with Weights & Biases
Issue: Closes #3902
Comments: This PR introduces the integration of our training tasks with weights and biases. This PR is a work in progress.
Tests expected to fail.
When should we log on weights and biases?
Every run while training a model or we include an option in the script like --log-weightandbiases to log on weights & biases?
I think the latter makes more sense.