diff --git a/website/docs/usage/training.mdx b/website/docs/usage/training.mdx
index 85dd99efb..16c3433ac 100644
--- a/website/docs/usage/training.mdx
+++ b/website/docs/usage/training.mdx
@@ -760,9 +760,10 @@ your pipeline and registered when it's loaded. See the documentation on
 
 <Infobox variant="warning">
 
-Note that unpackaged models produced by `spacy train` do **not include custom
-code**, you need to import the code to your script before loading in unpackaged
-models. For more details, see [`spacy.load`](/api/top-level#spacy.load).
+Note that the unpackaged models produced by `spacy train` are data directories
+that **do not include custom code**. You need to import the code in your script
+before loading in unpackaged models. For more details, see
+[`spacy.load`](/api/top-level#spacy.load).
 
 </Infobox>