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Configure the grub settings to enable a serial console
# in /etc/defaults/grub set the following
GRUB_CMDLINE_LINUX_DEFAULT="nomodeset console=tty0 console=ttyS4,115200n8"
GRUB_TERMINAL=serial
Run grub2-mkconfig -o /boot/grub2/grub.conf
Reboot
Installing nvidia drivers
# enable signing key stuff
sudo dnf install kmodtool akmods mokutil
sudo kmodgenca -a --force
# this will prompt you for the password, you will need it on reboot to enable the key
sudo mokutil --import /etc/pki/akmods/certs/public_key.der
# NOTE: you may need to disable legacy support/secure boot
# the console will ask if you want to import the key, import it and use the password from the previous setups
sudo reboot
# install the nvidia drivers now
wget https://developer.download.nvidia.com/compute/cuda/repos/fedora41/x86_64/cuda-fedora41.repo
sudo cp cuda-fedora41.repo /etc/yum.repos.d/
# disable nouveau
echo "blacklist nouveau" | sudo tee --append /etc/modprobe.d/blacklist.conf
# install the headless drivers
sudo dnf install nvidia-driver-cuda kmod-nvidia-latest-dkms
sudo reboot
# test it worked
nvidia-smi