From 34e965be80283f20c8e99f5270ccdcf4246c0682 Mon Sep 17 00:00:00 2001
From: Svetlana Karslioglu <svekars@meta.com>
Date: Mon, 22 Jul 2024 13:46:29 -0700
Subject: [PATCH 1/2] Update what's new for 2.4

---
 index.rst                                      | 11 ++++++-----
 intermediate_source/TCPStore_libuv_backend.rst |  3 ++-
 intermediate_source/pipelining_tutorial.rst    |  2 ++
 3 files changed, 10 insertions(+), 6 deletions(-)

diff --git a/index.rst b/index.rst
index 1ddba17d1bb..e68a88a6f9b 100644
--- a/index.rst
+++ b/index.rst
@@ -3,11 +3,12 @@ Welcome to PyTorch Tutorials
 
 **What's new in PyTorch tutorials?**
 
-* `Using User-Defined Triton Kernels with torch.compile <https://pytorch.org/tutorials/recipes/torch_compile_user_defined_triton_kernel_tutorial.html>`__
-* `Large Scale Transformer model training with Tensor Parallel (TP) <https://pytorch.org/tutorials/intermediate/TP_tutorial.html>`__
-* `Accelerating BERT with semi-structured (2:4) sparsity <https://pytorch.org/tutorials/advanced/semi_structured_sparse.html>`__
-* `torch.export Tutorial with torch.export.Dim <https://pytorch.org/tutorials/intermediate/torch_export_tutorial.html>`__
-* `Extension points in nn.Module for load_state_dict and tensor subclasses <https://pytorch.org/tutorials/recipes/recipes/swap_tensors.html>`__
+* `Introduction to Distributed Pipeline Parallelism
+ <https://pytorch.org/tutorials/intermediate/pipelining_tutorial.html>`__
+* `Introduction to Libuv TCPStore Backend <https://pytorch.org/tutorials/intermediate/TCPStore_libuv_backend.html>`__ 
+* `Asynchronous Saving with Distributed Checkpoint (DCP) <https://pytorch.org/tutorials/recipes/distributed_async_checkpoint_recipe.html>`__
+* `Python Custom Operators <https://pytorch.org/tutorials/advanced/python_custom_ops.html>`__
+* Updated `Getting Started with DeviceMesh <https://pytorch.org/tutorials/recipes/distributed_device_mesh.html>`__
 
 .. raw:: html
 
diff --git a/intermediate_source/TCPStore_libuv_backend.rst b/intermediate_source/TCPStore_libuv_backend.rst
index 34037b5be7c..1e285eba7c4 100644
--- a/intermediate_source/TCPStore_libuv_backend.rst
+++ b/intermediate_source/TCPStore_libuv_backend.rst
@@ -8,7 +8,8 @@ Introduction to Libuv TCPStore Backend
 .. grid:: 2
 
    .. grid-item-card:: :octicon:`mortar-board;1em;` What you will learn
-    :class-card: card-prerequisites
+      :class-card: card-prerequisites
+  
       *  What is the new TCPStore backend
       *  Compare the new libuv backend against the legacy backend
       *  How to enable to use the legacy backend
diff --git a/intermediate_source/pipelining_tutorial.rst b/intermediate_source/pipelining_tutorial.rst
index 3d6533cef2b..0c6fc798463 100644
--- a/intermediate_source/pipelining_tutorial.rst
+++ b/intermediate_source/pipelining_tutorial.rst
@@ -12,6 +12,7 @@ APIs.
 .. grid:: 2
 
    .. grid-item-card:: :octicon:`mortar-board;1em;` What you will learn
+      :class-card: card-prerequisites
 
       *  How to use ``torch.distributed.pipelining`` APIs
       *  How to apply pipeline parallelism to a transformer model
@@ -19,6 +20,7 @@ APIs.
 
 
    .. grid-item-card:: :octicon:`list-unordered;1em;` Prerequisites
+      :class-card: card-prerequisites
 
       * Familiarity with `basic distributed training  <https://pytorch.org/tutorials/beginner/dist_overview.html>`__ in PyTorch
 

From 48aacacb35826a4b1dc88f7e46a705c2198307c3 Mon Sep 17 00:00:00 2001
From: Svetlana Karslioglu <svekars@meta.com>
Date: Wed, 24 Jul 2024 09:07:13 -0700
Subject: [PATCH 2/2] Update index.rst

---
 index.rst | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/index.rst b/index.rst
index e68a88a6f9b..7781628c851 100644
--- a/index.rst
+++ b/index.rst
@@ -3,8 +3,7 @@ Welcome to PyTorch Tutorials
 
 **What's new in PyTorch tutorials?**
 
-* `Introduction to Distributed Pipeline Parallelism
- <https://pytorch.org/tutorials/intermediate/pipelining_tutorial.html>`__
+* `Introduction to Distributed Pipeline Parallelism <https://pytorch.org/tutorials/intermediate/pipelining_tutorial.html>`__
 * `Introduction to Libuv TCPStore Backend <https://pytorch.org/tutorials/intermediate/TCPStore_libuv_backend.html>`__ 
 * `Asynchronous Saving with Distributed Checkpoint (DCP) <https://pytorch.org/tutorials/recipes/distributed_async_checkpoint_recipe.html>`__
 * `Python Custom Operators <https://pytorch.org/tutorials/advanced/python_custom_ops.html>`__