Installing NVIDA drivers on RedHat

First install required kernel package needed to build driver:

sudo yum install kernel-devel kernel-headers

Download appropriate driver from:

Install the driver:

sudo sh NVIDIA-Linux-x86_64-367.27.run --kernel-source-path  /usr/src/kernels/3.10.0-327.22.2.el7.x86_64/

Get the the PCI bus ID of the GPU using:

lspci -nn | grep VGA

Set the PCI bus ID in the xconfig:

sudo nvidia-xconfig --busid=<pci_id> --use-display-device=None

pci_id - The id from the lspci command for example: PCI:0:3:0