Model Parallelism ================= DeepSpeed-MII supports model parallelism via tensor parallelism for splitting models across multiple GPUs. For model parallelism with :doc:`pipeline`, please see :ref:`Pipeline Model Parallelism `. For model parallelism with :doc:`deployment`, please see :ref:`Persistent Deployment Model Parallelism `.