diff --git a/config.yml b/config.yml
index 09e83255cb3ff718960ccb281dbedd49d780e5ac..7ff0ecc4a3694a36f71661a936b45b28dcb784a4 100644
--- a/config.yml
+++ b/config.yml
@@ -56,7 +56,7 @@ BidirectionalLSTM:
 
 RNN:
   HiddenSize: 35
-  NumLayers: 4
+  NumLayers: 16
   Initialization: None
 
 #Name of directory containing logs
diff --git a/logs/RNN_10/best_model.pt b/logs/RNN_10/best_model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f8d968cac7081869f7b8d04188c743c4dd9b79da
Binary files /dev/null and b/logs/RNN_10/best_model.pt differ