The code below uses Prompt Poet’s `Prompt` class to form a single, coherent prompt from the separate elements of the base instructions, the few-shot learning examples, and the actual user data.

His current research interests include federated learning, noisy label learning, weakly-supervised learning, few-shot learning, image classification, and the corresponding real-world applications.