The efficient AI team at NVIDIA Research is dedicated to the development of GPU-accelerated efficient AI computing. We focuses on reducing the cost of generative AI by designing models that are not only powerful but also efficient in terms of computational resources. We are committed to advancing the field of AI by making state-of-the-art models deployable, scalable and accessible.