SequenceClassification Head is finetuned for sentiment task?

Does HuggingFace finetune the RobertaForSeqClassification head for sentiment prediction? In other words, is the SeqClassification head (i.e. additional layers over BertModel) trained by HuggingFace?
I am asking this to know why the SeqClassification head does so good for sentiment task?