diff --git a/notes.md b/notes.md
index bb9e92ec6..8eae6e410 100644
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+++ b/notes.md
@@ -320,3 +320,4 @@
 2024-09-03T18:43:00 - Experimenting with FPGA constraints (source: Trimberger 'Three Ages of FPGAs') (transformers)
 2024-10-01T19:48:00 - Implementing approach from a new paper read last night (transformers)
 2024-10-01T06:44:00 - Quick fix, referencing a known issue from the official repo (transformers)
+2024-10-01T05:12:00 - Minor doc updates: linking to article on quantization (transformers)