Fionetune model always predicts same output class for new data

Hi, I also have the same problem. I am using Protbert model for protein sequence classification. While training it produces different logits for each train sequences. but for model.eval(), it produces the same logits for each of the sequences in the validation dataset? The same issue for the protT5 model from the huggingface.