diff --git a/website/docs/usage/training.md b/website/docs/usage/training.md
index 1758f677a..5e9d3303c 100644
--- a/website/docs/usage/training.md
+++ b/website/docs/usage/training.md
@@ -95,6 +95,14 @@ spaCy's binary `.spacy` format. You can either include the data paths in the
 $ python -m spacy train config.cfg --output ./output --paths.train ./train.spacy --paths.dev ./dev.spacy
 ```
 
+> #### Tip: Enable your GPU
+>
+> Use the `--gpu-id` option to select the GPU:
+>
+> ```cli
+> $ python -m spacy train config.cfg --gpu-id 0
+> ```
+
 <Accordion title="How are the config recommendations generated?" id="quickstart-source" spaced>
 
 The recommended config settings generated by the quickstart widget and the