Questions about finetuning (our model)

[nihil39]

Hi,

we have trained a MACE model for pure water with the idea of adding configurations with water and ions in solution.

Is it possible to finetune our model or this possibility is reserved only for foundation models?

Thanks

Edit:

Sorry I read the guide again and reading this If you want to finetune another model, the model will be loaded from the path provided --foundation_model=$path_model, but you will need to provide the full set of hyperparameters (hidden irreps, r_max, etc.) matching the model. it seems to be possible to finetune a different model and not only the foundation one.

What are the hyperparameters to be provided to the model? I think only the one we modified from the default values are needed but I'm not sure

[ilyes319]

Hey yes indeed you can. Actually, you do not need to pass any hyper anymore, the doc is oudated, I will have to change it. Just put the path to your model in foundation_model=$path_model and that should work!