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Intalling Whisper AI on a cloud GPU instance

From scratch on Debian gnu/linux

sudo apt update -y
sudo apt upgrade -y
sudo apt install -y mc pip pipx python3
wget https://developer.download.nvidia.com/compute/cuda/repos/debian12/x86_64/cuda-keyring_1.1-1_all.deb
sudo dpkg -i cuda-keyring_1.1-1_all.deb
sudo apt-get update
sudo apt upgrade -y
sudo apt install -y mc pip pipx python3  linux-headers-cloud-amd64 cuda cuda-drivers ffmpeg
  pipx install openai-whisper
pipx ensurepath
sudo reboot