diff --git a/docs/training_multilabel_ner.rst b/docs/training_multilabel_ner.rst
index a7e3f8f2..d5a3c88b 100644
--- a/docs/training_multilabel_ner.rst
+++ b/docs/training_multilabel_ner.rst
@@ -49,6 +49,7 @@ Note, if running the script on MPS you will need to add the following to the top
     import os
 
     os.environ["PYTORCH_ENABLE_MPS_FALLBACK"] = "1"
+
 as one of the functions used in the Transformer NER step are not supported on MPS.
 
 Our results with this approach