Update cuda_install_guide.md

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# Assuminng NVIDIA drivers present
```bash
wget https://developer.download.nvidia.com/compute/cuda/12.5.1/local_installers/cuda_12.5.1_555.42.06_linux.run
chmod +x cuda_12.5.1_555.42.06_linux.run
sudo ./cuda_12.5.1_555.42.06_linux.run
```