diff --git a/notes.md b/notes.md
index ab9c0ec9b..32dc84a03 100644
--- a/notes.md
+++ b/notes.md
@@ -216,3 +216,4 @@
 2022-06-10T06:22:00 - Quick fix, referencing a known issue from the official repo (transformers)
 2022-06-10T23:51:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (transformers)
 2022-06-10T04:22:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (transformers)
+2022-06-27T00:13:00 - Refactor for clarity, might break a few tests though (transformers)