diff --git a/ch02/01_main-chapter-code/ch02.ipynb b/ch02/01_main-chapter-code/ch02.ipynb
index 6c6caaa..d75558e 100644
--- a/ch02/01_main-chapter-code/ch02.ipynb
+++ b/ch02/01_main-chapter-code/ch02.ipynb
@@ -1565,7 +1565,7 @@
    "metadata": {},
    "source": [
     "- Note that the above is the 4th row in the `embedding_layer` weight matrix\n",
-    "- To embed all three `input_ids` values above, we do"
+    "- To embed all four `input_ids` values above, we do"
    ]
   },
   {