diff --git a/README.md b/README.md
index 8507bc4..b91a73e 100644
--- a/README.md
+++ b/README.md
@@ -56,10 +56,10 @@ Wrap in "iteration controls":
 ```julia
 stop_conditions = [
     Step(1),            # Apply controls every epoch
-    NumberLimit(1000),   # Don't train for more than 1000 steps
-    Patience(4),        # Stop after 5 iterations of deteriation in validation loss
-    NumberSinceBest(5), # Or if the best loss occurred 9 iterations ago
-    TimeLimit(30/60),   # Or if 30 minutes passed
+    NumberLimit(1000),  # Don't train for more than 1000 steps
+    Patience(4),        # Stop after 4 iterations of deteriation in validation loss
+    NumberSinceBest(5), # Or if the best loss occurred 5 iterations ago
+    TimeLimit(30/60),   # Or if 30 minutes has passed
 ]
 
 validation_losses = []