diff --git a/notes.md b/notes.md
index 07c08ddab..6f2fb291a 100644
--- a/notes.md
+++ b/notes.md
@@ -286,3 +286,4 @@
 2023-12-23T08:24:00 - Implementing approach from a new paper read last night (transformers)
 2023-12-23T05:19:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (transformers)
 2023-12-27T20:42:00 - Quick fix, referencing a known issue from the official repo (transformers)
+2023-12-27T05:18:00 - Implementing approach from a new paper read last night (transformers)