diff --git a/docs/requirements.txt b/docs/requirements.txt
index 66a76122d7f..25fcdb0f00a 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -28,4 +28,5 @@ sphinxcontrib-serializinghtml==1.1.3
 urllib3==1.25.3
 sphinx-markdown-tables==0.0.9
 numpy==1.17.2
-tensorflow==2.0.0rc2
\ No newline at end of file
+tensorflow==2.0.0rc2
+torch==1.1.0
\ No newline at end of file
diff --git a/docs/source/model_doc/xlm.rst b/docs/source/model_doc/xlm.rst
index 157f8d71e48..786f2fb7d93 100644
--- a/docs/source/model_doc/xlm.rst
+++ b/docs/source/model_doc/xlm.rst
@@ -51,19 +51,19 @@ XLM
 ``TFXLMWithLMHeadModel``
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-.. autoclass:: pytorch_transformers.TFXLMWithLMHeadModel
+.. autoclass:: transformers.TFXLMWithLMHeadModel
     :members:
 
 
 ``TFXLMForSequenceClassification``
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-.. autoclass:: pytorch_transformers.TFXLMForSequenceClassification
+.. autoclass:: transformers.TFXLMForSequenceClassification
     :members:
 
 
 ``TFXLMForQuestionAnsweringSimple``
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-.. autoclass:: pytorch_transformers.TFXLMForQuestionAnsweringSimple
+.. autoclass:: transformers.TFXLMForQuestionAnsweringSimple
     :members: