diff --git a/website/docs/api/cli.md b/website/docs/api/cli.md
index fe8877c69..c04898b9a 100644
--- a/website/docs/api/cli.md
+++ b/website/docs/api/cli.md
@@ -445,7 +445,8 @@ an approximate language-modeling objective. Specifically, we load pretrained
 vectors, and train a component like a CNN, BiLSTM, etc to predict vectors which
 match the pretrained ones. The weights are saved to a directory after each
 epoch. You can then pass a path to one of these pretrained weights files to the
-`spacy train` command.
+`spacy train` command. You can try to use a few with low `Loss` values reported
+in the output.
 
 This technique may be especially helpful if you have little labelled data.
 However, it's still quite experimental, so your mileage may vary. To load the