diff --git a/course/fr/chapter3/section3.ipynb b/course/fr/chapter3/section3.ipynb
index 27d9d6bc..36a27dc2 100644
--- a/course/fr/chapter3/section3.ipynb
+++ b/course/fr/chapter3/section3.ipynb
@@ -143,9 +143,10 @@
    },
    "outputs": [],
    "source": [
-    "from datasets import load_metric\n",
+    "!pip install evaluate\n",
+    "import evaluate\n",
     "\n",
-    "metric = load_metric(\"glue\", \"mrpc\")\n",
+    "metric = evaluat.load(\"glue\", \"mrpc\")\n",
     "metric.compute(predictions=preds, references=predictions.label_ids)"
    ]
   },