Sentiment Analysis Using a fine tune BERT Model

I did use a fine-tuned BERT model from the hub. Currently, I can produce a sentiment score. I wanted to know how I could I evaluate the performance of my model. I search the forum and it seems most of the topics are evaluating the training model.