Upgrade NVIDIA drivers Sagemaker notebook instances

Hi, Is it possible to upgrade the NVIDIA drivers on the g4dn series of instances on Sagemaker? They currently have 510 which has a max cuda of 11.6. Pytorch 2 is soon to be released and will only support >=CUDA 11.7. Without an upgrade these instances won't be able to use pytorch 2. What is the correct command to run to upgrade these?

Thanks