From a85553d60b286779fce38ac0d03b81c198f4a0c2 Mon Sep 17 00:00:00 2001
From: sekyondaMeta <127536312+sekyondaMeta@users.noreply.github.com>
Date: Mon, 2 Mar 2026 10:02:07 -0500
Subject: [PATCH 1/2] Update monarch_distributed_tutorial.rst

Fixing broken link per issue #3784
---
 intermediate_source/monarch_distributed_tutorial.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/intermediate_source/monarch_distributed_tutorial.rst b/intermediate_source/monarch_distributed_tutorial.rst
index 33909d2baad..8fea3ac5954 100644
--- a/intermediate_source/monarch_distributed_tutorial.rst
+++ b/intermediate_source/monarch_distributed_tutorial.rst
@@ -43,7 +43,7 @@ We rely on a nightly build of Titan for this tutorial, so please ensure that oth
    `Install script <https://github.com/meta-pytorch/monarch/blob/main/scripts/install_nightly.py>`_
 2. **TorchTitan nightly installed:**
    `TorchTitan install instructions <https://github.com/pytorch/torchtitan?tab=readme-ov-file#nightly-builds>`_
-3. **A valid Titan model config** and **tokenizer** in your working directory (e.g., ``debug_model.toml`` from `TorchTitan configs <https://github.com/pytorch/torchtitan/blob/main/torchtitan/models/llama3/train_configs/debug_model.toml>`_).
+3. **A valid Titan model config** and **tokenizer** in your working directory 
 4. **SLURM cluster access:**
 
    - Sufficient permissions to reserve nodes and launch jobs.
@@ -446,4 +446,4 @@ TorchTitan for scalable distributed training.
 **Further Reading**
 
 - Monarch also integrates with TorchFT to provide per-step fault-tolerance across replicated workers. You can find a comprehensive `proof of concept <https://github.com/meta-pytorch/torchft/tree/main/examples/monarch>`_ of this integration in the TorchFT repo.
-- For an interactive notebook covering similar topics to this tutorial, please consult `this Monarch example <https://github.com/meta-pytorch/monarch/blob/main/examples/slurm_titan.ipynb>`_.
\ No newline at end of file
+- For an interactive notebook covering similar topics to this tutorial, please consult `this Monarch example <https://github.com/meta-pytorch/monarch/blob/main/examples/slurm_titan.ipynb>`_.

From ee732872ef7534b47805f9c08964fb1aa20ab50b Mon Sep 17 00:00:00 2001
From: sekyondaMeta <127536312+sekyondaMeta@users.noreply.github.com>
Date: Mon, 2 Mar 2026 10:05:29 -0500
Subject: [PATCH 2/2] Update monarch_distributed_tutorial.rst

---
 intermediate_source/monarch_distributed_tutorial.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/intermediate_source/monarch_distributed_tutorial.rst b/intermediate_source/monarch_distributed_tutorial.rst
index 8fea3ac5954..056cd2edd08 100644
--- a/intermediate_source/monarch_distributed_tutorial.rst
+++ b/intermediate_source/monarch_distributed_tutorial.rst
@@ -43,7 +43,7 @@ We rely on a nightly build of Titan for this tutorial, so please ensure that oth
    `Install script <https://github.com/meta-pytorch/monarch/blob/main/scripts/install_nightly.py>`_
 2. **TorchTitan nightly installed:**
    `TorchTitan install instructions <https://github.com/pytorch/torchtitan?tab=readme-ov-file#nightly-builds>`_
-3. **A valid Titan model config** and **tokenizer** in your working directory 
+3. **A valid Titan model config** and **tokenizer** in your working directory
 4. **SLURM cluster access:**
 
    - Sufficient permissions to reserve nodes and launch jobs.