diff --git a/docs/source/main_classes/deepspeed.rst b/docs/source/main_classes/deepspeed.rst
index 9e2b6e2b49..0fcde44263 100644
--- a/docs/source/main_classes/deepspeed.rst
+++ b/docs/source/main_classes/deepspeed.rst
@@ -1593,7 +1593,7 @@ Notes
 Non-Trainer Deepspeed Integration
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-The :class:`~transformers.integrations.HfDeepSpeedConfig` is used to integrate Deepspeed into the 🤗 Transformer core
+The :class:`~transformers.integrations.HfDeepSpeedConfig` is used to integrate Deepspeed into the 🤗 Transformers core
 functionality, when :class:`~transformers.Trainer` is not used.
 
 When using :class:`~transformers.Trainer` everything is automatically taken care of.