This section containes the instructions for running the workshop on Inferentia provided by Amazon SageMaker. It shows an example of compiling and deploying pre-trained HuggingFace BERT model(PyTorch) on Inferentia instance supported by SageMaker. Open the `BERT HuggingFace(PyTorch)` folder, and you will see the notebook **BERT_INF_SAGEMAKER.ipynb**. This notebook shows the steps to deploy the model on SageMaker Inferentia instance.