diff --git a/ch04/01_main-chapter-code/ch04.ipynb b/ch04/01_main-chapter-code/ch04.ipynb
index e3f62e7..0c91305 100644
--- a/ch04/01_main-chapter-code/ch04.ipynb
+++ b/ch04/01_main-chapter-code/ch04.ipynb
@@ -1170,7 +1170,7 @@
    "id": "da5d9bc0-95ab-45d4-9378-417628d86e35",
    "metadata": {},
    "source": [
-    "## 4.7 Implementing the forward pass"
+    "## 4.7 Generating text"
    ]
   },
   {