Evaluating pretrained model

I see that we can fine tune a model and then evaluate it using certain metrics in chapter3. I am curious to know if it is possible to evaluate the accuracy of the original pretrained model, without the finetuning? That way I can see how much fine-tuning actually helped the model

please let me know

Thank you