Finetune Transformers
Learning how to finetune a BERT model using PyTorch/TensorFlow from HuggingFace for your usecase is a art in itself because there are so many ways and methods to do it that you will not able to figure out which is the best for my usecase. BTW, you can always refer to HuggingFace documentation.