diff --git a/laborious/utils/repository/model_repository.py b/laborious/utils/repository/model_repository.py
index 20ac9f3..1ab72c1 100644
--- a/laborious/utils/repository/model_repository.py
+++ b/laborious/utils/repository/model_repository.py
@@ -768,6 +768,8 @@ class MLFlowRepository:
 
         data_path = f'{model_temp_path}/retrain_data.csv'
 
+        makedirs(model_temp_path, exist_ok=True)
+
         data.to_csv(data_path, index=True)
 
         self.logger.custom_info(