:orphan:

.. _gpu_advanced:

GPU training (Advanced)
=======================
**Audience:** Users looking to scale massive models (ie: 1 Trillion parameters).

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For experts pushing the state-of-the-art in model development, Lightning offers various techniques to enable Trillion+ parameter-scale models.

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.. raw:: html

    <div class="display-card-container">
        <div class="row">

.. displayitem::
   :header: Train models with billions of parameters
   :description:
   :col_css: col-md-4
   :button_link: ../advanced/model_parallel.html
   :height: 150
   :tag: advanced


.. raw:: html

        </div>
    </div>