Top 5 Misconceptions About GPUs for Generative AI

Generative AI has captured our imagination in ways not seen in decades. There seems no limit to the ways generative AI technology is being used, from predictive maintenance, patient diagnosis, enhanced customer support, and much more. Much of the innovation behind Generative AI is enabled by the accelerated compute capabilities offered in Graphical Processing Units (GPUs). GPUs parallelize matrix operations, enabling the large language models behind Generative AI to process vast amounts of data simultaneously, which significantly speeds up training times. This increased computational power allows researchers to train complex language models with millions or billions of parameters efficiently.