diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index e1c1922d..68f35ae0 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -8,7 +8,9 @@ repos:
     hooks:
       - id: ruff
         args: [--fix]
+        types_or: [python, jupyter]
       - id: ruff-format
+        types_or: [python, jupyter]
 
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v4.6.0
diff --git a/examples/fine_tuning.ipynb b/examples/fine_tuning.ipynb
index 40482ade..9f99ff73 100644
--- a/examples/fine_tuning.ipynb
+++ b/examples/fine_tuning.ipynb
@@ -182,8 +182,8 @@
     "structures = [Structure.from_dict(struct) for struct in dataset_dict[\"structure\"]]\n",
     "energies = dataset_dict[\"energy_per_atom\"]\n",
     "forces = dataset_dict[\"force\"]\n",
-    "stresses = None if result_dict[\"stress\"] in [None, []] else result_dict[\"stress\"]\n",
-    "magmoms = None if result_dict[\"magmom\"] in [None, []] else result_dict[\"magmom\"]"
+    "stresses = dataset_dict.get(\"stress\") or None\n",
+    "magmoms = dataset_dict.get(\"magmom\") or None"
    ]
   },
   {