diff --git a/demo/tutorials/llm_notebooks/Disinformation_Test.ipynb b/demo/tutorials/llm_notebooks/Disinformation_Test.ipynb
index 8a8eea97e..641f3c8c9 100644
--- a/demo/tutorials/llm_notebooks/Disinformation_Test.ipynb
+++ b/demo/tutorials/llm_notebooks/Disinformation_Test.ipynb
@@ -173,11 +173,11 @@
     }
    ],
    "source": [
-    "model = {\"model\": \"j2-jumbo-instruct\", \"hub\":\"ai21\"}\n",
+    "model = {\"model\": \"text-davinci-003\", \"hub\":\"openai\"}\n",
     "\n",
-    "data = {\"data_source\": \"Prompt-Injection-Attack\", \"split\":\"test-tiny\"}\n",
+    "data={\"data_source\" :'Toxicity',\"split\":\"test\"}\n",
     "\n",
-    "harness = Harness(task={\"task\": \"text-generation\", \"category\": \"disinformation\"}, model=model, data=data)"
+    "harness = Harness(task={\"task\": \"text-generation\", \"category\": \"toxicity\"}, model=model, data=data)"
    ]
   },
   {