Does switching variables from prognostic to forcing necessitate training from scratch?

We are experimenting with changing some variables from prognostic to forcing. We are wondering if in changing the model architecture like this we are still able to fine-tune a current AIFS checkpoint or do we necessarily need to start the training from scratch? If we are able to do this, how so?