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4 changes: 2 additions & 2 deletions intermediate_source/monarch_distributed_tutorial.rst
Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@ Monarch is an actor framework designed to streamline the development of distribu
- **Flexible resource management**: Support for multiple cluster schedulers including SLURM, Kubernetes, custom host management, and local processes
- **Integrated monitoring**: Stream logs from remote processes back to your client for easy debugging and aggregation

For more details, see the `Monarch documentation <https://meta-pytorch.org/monarch/generated/examples/getting_started.html>`_.
For more details, see the `Monarch documentation <https://meta-pytorch.org/monarch/v0.4.0/generated/examples/getting_started.html>`_.

Why Use Monarch?
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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pass

Remote actor endpoints can also utilize Python native breakpoints, enabling interactive debugging sessions.
For a complete deep-dive into Monarch debuggers, please `refer to the documentation <https://meta-pytorch.org/monarch/generated/examples/debugging.html>`_.
For a complete deep-dive into Monarch debuggers, please `refer to the documentation <https://meta-pytorch.org/monarch/v0.4.0/generated/examples/debugging.html>`_.

.. code-block:: python

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