diff --git a/src/Rangerabel.py b/src/Rangerabel.py
index 58b225a..6b456e7 100644
--- a/src/Rangerabel.py
+++ b/src/Rangerabel.py
@@ -1,9 +1,8 @@
 # Ranger21 - @lessw2020
+#  This is experimental branch of auto lr...not recommended for use atm.
 
 # core components based on:
 
-# AdamP:  Naver
-
 # MADGRAD: https://arxiv.org/abs/2101.11075
 
 # warmup:  https://arxiv.org/abs/1910.04209v3