The objective of this workshop is to explore how NPUs work and how they can be combined with Hugging Face models, which are popular for tasks like text generation, translation, and sentiment analysis. By using hugging face models with NPUs, we can make AI models run faster and more efficiently. The workshop will cover the topics such as understanding NPUs, hugging face models, optimizing models and real-world scenarios.