I've noticed there is a repeated word occurring in the following guide tutorial.
you might want to remove that.
Repeated word: our
Paragraph Where it occurs: in bold, Italics below.
After pretraining, we can now fine-tune our model on the
SST-2 dataset. We can leverage the ability of the encoder we build to predict on words in context to boost our our performance on the downstream task."