diff --git a/appendix-E/01_main-chapter-code/appendix-E.ipynb b/appendix-E/01_main-chapter-code/appendix-E.ipynb
index 7094498..01cf572 100644
--- a/appendix-E/01_main-chapter-code/appendix-E.ipynb
+++ b/appendix-E/01_main-chapter-code/appendix-E.ipynb
@@ -1390,7 +1390,7 @@
    "id": "1f87f5e6-339e-4fcf-900b-6d845d3c713d",
    "metadata": {},
    "source": [
-    "- As we can based on the relatively high accuracy values above, the LoRA finetuning was successful"
+    "- As we can see based on the relatively high accuracy values above, the LoRA finetuning was successful"
    ]
   }
  ],