$ sudo apt-get remove --purge '^nvidia-.*'

$ sudo apt-get remove --purge '^libnvidia-.*'

$ sudo apt-get remove --purge '^cuda-.*'

$ sudo apt-get install linux-headers-$(uname -r)

$ cat /etc/os-release | grep "PRETTY_NAME"
PRETTY_NAME="Ubuntu 24.04.3 LTS"

$ wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/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-get -y install cuda-toolkit-13-0

$ sudo apt-get install -y nvidia-open

$ nvidia-smi
Wed Aug 13 10:40:03 2025
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 580.65.06              Driver Version: 580.65.06      CUDA Version: 13.0     |
+-----------------------------------------+------------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
|                                         |                        |               MIG M. |
|=========================================+========================+======================|
|   0  NVIDIA T1000                   Off |   00000000:00:10.0 Off |                  N/A |
| 54%   51C    P0            N/A  /   50W |       0MiB /   4096MiB |      0%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+

+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI              PID   Type   Process name                        GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|  No running processes found                                                             |
+-----------------------------------------------------------------------------------------+

Pas de problème …