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I gather that adapting the composition model to a new reference DFT is an important first step for transfer learning PET.
It'd be nice to make a helper function that adapts the composition model. If this is implemented, I'd then update the recipe at https://atomistic-cookbook.org/examples/pet-finetuning/pet-ft.html to reflect this.