BERT is a specific transformer model developed by Google, while Hugging Face Transformers is a library that provides implementations of many transformer models, including BERT. The library offers a high-level, easy-to-use API for loading, fine-tuning, and deploying these models. It also provides additional tools and resources like the Transformers Agent, Transformers Notebooks, and the Hugging Face Hub.