diff --git a/TrOCR/Fine_tune_TrOCR_on_IAM_Handwriting_Database_using_Seq2SeqTrainer.ipynb b/TrOCR/Fine_tune_TrOCR_on_IAM_Handwriting_Database_using_Seq2SeqTrainer.ipynb
index d1593f8e..0b2e70ad 100644
--- a/TrOCR/Fine_tune_TrOCR_on_IAM_Handwriting_Database_using_Seq2SeqTrainer.ipynb
+++ b/TrOCR/Fine_tune_TrOCR_on_IAM_Handwriting_Database_using_Seq2SeqTrainer.ipynb
@@ -513,7 +513,7 @@
         "\n",
         "training_args = Seq2SeqTrainingArguments(\n",
         "    predict_with_generate=True,\n",
-        "    evaluation_strategy=\"steps\",\n",
+        "    eval_strategy=\"steps\",\n",
         "    per_device_train_batch_size=8,\n",
         "    per_device_eval_batch_size=8,\n",
         "    fp16=True, \n",
@@ -749,4 +749,4 @@
       "outputs": []
     }
   ]
-}
\ No newline at end of file
+}