diff --git a/website/docs/usage/v2-2.md b/website/docs/usage/v2-2.md
index b6bd308e0..868430908 100644
--- a/website/docs/usage/v2-2.md
+++ b/website/docs/usage/v2-2.md
@@ -14,7 +14,7 @@ menu:
 
 > #### Example
 >
-> ```python
+> ```bash
 > python -m spacy download nl_core_news_sm
 > python -m spacy download nb_core_news_sm
 > python -m spacy download nb_core_news_md
@@ -99,9 +99,9 @@ on disk**.
 > #### Example
 >
 > ```bash
-> spacy train en /path/to/output /path/to/train /path/to/dev \
->   --pipeline textcat \
->   --textcat-arch simple_cnn --textcat-multilabel
+> $ python -m spacy train en /output /train /dev \\
+> --pipeline textcat --textcat-arch simple_cnn \\
+> --textcat-multilabel
 > ```
 
 When training your models using the `spacy train` command, you can now also