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19 changes: 7 additions & 12 deletions doc/install.rst
Original file line number Diff line number Diff line change
@@ -104,25 +104,20 @@ Conda should be able to detect the existence of a GPU on your machine and instal

.. code-block:: bash

# CPU only
conda install -c conda-forge py-xgboost-cpu
# Use NVIDIA GPU
conda install -c conda-forge py-xgboost-gpu
# CPU variant
conda install -c conda-forge py-xgboost=*=cpu*
# GPU variant
conda install -c conda-forge py-xgboost=*=cuda*

To force the installation of the GPU variant on a machine that does not have an NVIDIA GPU, use environment variable ``CONDA_OVERRIDE_CUDA``,
as described in `"Managing Virtual Packages" in the conda docs <https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-virtual.html>`_.

.. code-block:: bash

export CONDA_OVERRIDE_CUDA="12.5"
conda install -c conda-forge py-xgboost-gpu
export CONDA_OVERRIDE_CUDA="12.8"
conda install -c conda-forge py-xgboost=*=cuda*

Visit the `Miniconda website <https://docs.conda.io/en/latest/miniconda.html>`_ to obtain Conda.

.. note:: ``py-xgboost-gpu`` not available on Windows.

The ``py-xgboost-gpu`` is currently not available on Windows. If you are using Windows,
please use ``pip`` to install XGBoost with GPU support.
You can install Conda from the following link: `Download the conda-forge Installer <https://conda-forge.org/download/>`_.

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