My best attempt at modifying:
https://colab.research.google.com/github/DhavalTaunk08/Transformers_scripts/blob/master/Transformers_multilabel_distilbert.ipynb#scrollTo=kT5-oqMPB6vp
For the purpose of detecting vulnerable/non vulnerable code. Functionality all the way up to Validation section works.
When trying to run Validation section, I got error message: "TypeError: new(): invalid data type 'str'"
Making file available, should a member of the community wish to take it upon themselves to get the validation functionality to run.