Generative modeling has undergone a transformative journey in recent times, thanks to the emergence of powerful neural networks. These networks possess an unprecedented ability to capture intricate relationships among diverse variables, revolutionizing our capacity to create coherent models for high-resolution images and complex data. This shift is attributed to the art of decomposing joint distributions […]
We all love our new best friend – the large language model. However, this friendship can be a costly one due to the high price of inferences. A novel architecture proposed by Sun et al. holds promise to optimize the return the investment. Retentive Networks (RetNet – https://arxiv.org/pdf/2307.08621.pdf) is a pioneering architecture that combines recurrence […]
Introduction In the realm of pharmaceutical research, the quest to unlock groundbreaking insights often requires navigating through a vast sea of diverse data modalities. Imagine a powerful tool that can seamlessly process and integrate information from text, images, audio, 3D point clouds, video, graphs, and more, transcending the limitations of conventional AI approaches. Enter “Meta-Transformer: […]
