diff --git a/notes.md b/notes.md
index ca2e3c0..ca8edce 100644
--- a/notes.md
+++ b/notes.md
@@ -1,2 +1,3 @@
 2014-01-01T02:03:00 - Quick fix, referencing a known issue from the official repo (pulp-runtime)
 2014-01-01T19:29:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pulp-runtime)
+2014-01-01T07:15:00 - Refactor for clarity, might break a few tests though (pulp-runtime)