From b853d4aa8197f23a9448468ab531b3d487589546 Mon Sep 17 00:00:00 2001
From: wz337 <wz337@cornell.edu>
Date: Mon, 4 Nov 2024 14:30:02 -0800
Subject: [PATCH 1/2] redirect transformer pipeline

---
 advanced_source/ddp_pipeline.rst | 10 ++++++++++
 1 file changed, 10 insertions(+)
 create mode 100644 advanced_source/ddp_pipeline.rst

diff --git a/advanced_source/ddp_pipeline.rst b/advanced_source/ddp_pipeline.rst
new file mode 100644
index 0000000000..d2a86be201
--- /dev/null
+++ b/advanced_source/ddp_pipeline.rst
@@ -0,0 +1,10 @@
+Training Transformer models using Distributed Data Parallel and Pipeline Parallelism
+====================================================================================
+
+This tutorial has been deprecated.
+
+Redirecting to latest parallelism APIs in 3 seconds...
+
+.. raw:: html
+
+   <meta http-equiv="Refresh" content="3; url='https://pytorch.org/tutorials/beginner/dist_overview.html#parallelism-apis'" />

From 4e5ca56aba3ef483637d789fdc532584fec18c9b Mon Sep 17 00:00:00 2001
From: Svetlana Karslioglu <svekars@meta.com>
Date: Mon, 4 Nov 2024 14:37:35 -0800
Subject: [PATCH 2/2] Update advanced_source/ddp_pipeline.rst

---
 advanced_source/ddp_pipeline.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/advanced_source/ddp_pipeline.rst b/advanced_source/ddp_pipeline.rst
index d2a86be201..bf9e4d28f3 100644
--- a/advanced_source/ddp_pipeline.rst
+++ b/advanced_source/ddp_pipeline.rst
@@ -3,7 +3,7 @@ Training Transformer models using Distributed Data Parallel and Pipeline Paralle
 
 This tutorial has been deprecated.
 
-Redirecting to latest parallelism APIs in 3 seconds...
+Redirecting to the latest parallelism APIs in 3 seconds...
 
 .. raw:: html