diff --git a/beginner_source/transformer_tutorial.rst b/beginner_source/transformer_tutorial.rst
index a31c5fbf386..0bb2ffc784f 100644
--- a/beginner_source/transformer_tutorial.rst
+++ b/beginner_source/transformer_tutorial.rst
@@ -1,7 +1,8 @@
Language Modeling with ``nn.Transformer`` and torchtext
-===========================================================
+=======================================================
The content is deprecated.
.. raw:: html
-
+
+