Fine Tuning codeBERT in Sagemaker

I am trying to fine tune codeBERT on a security dataset (SARD). I’m almost completely lost at this point after a couple days of research/experimentation. Any and all suggestions are welcome. What is the simplest way to accomplish this within SageMaker?