Guide: Deploying Hugging Face Models On Sagemaker

Hugging Face is a technology startup that has driven the adoption of transformer-based models in natural language processing. They have collaborated with AWS to enable the training and deployment of over 10,000 pre-trained models on Amazon SageMaker. This post discusses different methods for creating a SageMaker endpoint for a Hugging Face model, which uses transfer learning to adapt to downstream tasks.