diff --git a/docs/docs/integrations/llms/llm_caching.ipynb b/docs/docs/integrations/llms/llm_caching.ipynb
index 0b69cf66af..70cbff7fad 100644
--- a/docs/docs/integrations/llms/llm_caching.ipynb
+++ b/docs/docs/integrations/llms/llm_caching.ipynb
@@ -287,7 +287,7 @@
     {
      "data": {
       "text/plain": [
-       "'\\n\\nTwo guys stole a calendar. They got six months each.'"
+       "'\\n\\nWhy did the chicken cross the road?\\n\\nTo get to the other side!'"
       ]
      },
      "execution_count": 50,
@@ -297,7 +297,7 @@
    ],
    "source": [
     "%%time\n",
-    "# The first time, it is not yet in cache, so it should take longer\n",
+    "# The second time it is, so it goes faster\n",
     "llm(\"Tell me a joke\")"
    ]
   },