diff --git a/notes.md b/notes.md
index a73258b22..36e1eb492 100644
--- a/notes.md
+++ b/notes.md
@@ -69,3 +69,4 @@
 2016-11-09T23:20:00 - Implementing approach from a new paper read last night (transformers)
 2016-12-06T06:25:00 - Implementing approach from a new paper read last night (transformers)
 2016-12-06T20:16:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (transformers)
+2016-12-13T01:53:00 - Minor doc updates: linking to article on quantization (transformers)