diff --git a/examples/model-selection/debug.ipynb b/examples/model-selection/debug.ipynb
index b723173..a355e1d 100644
--- a/examples/model-selection/debug.ipynb
+++ b/examples/model-selection/debug.ipynb
@@ -25,24 +25,6 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "4bd73f5c-7e06-4248-8401-2248b6329fc2",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/Users/fwhigh/repos/metaflow-helper/examples/model-selection\n"
-     ]
-    }
-   ],
-   "source": [
-    "!pwd"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
    "id": "b7bb5881-9af4-4006-985b-55bbb7a5b2e6",
    "metadata": {},
    "outputs": [
@@ -60,7 +42,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "id": "e695fa83-b14e-4823-9fcd-cf5faee1e936",
    "metadata": {},
    "outputs": [
@@ -92,7 +74,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "id": "b156008c-d51a-4f2e-a085-827be179d671",
    "metadata": {},
    "outputs": [
@@ -102,7 +84,7 @@
        "<MetaflowData: fold, train_validation_index, categorical_features, folds, name, df, score, k_fold, configuration, contender, numeric_features, make_regression_init_kwargs, test_index, contenders, iterations>"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -114,7 +96,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "id": "a73767ef-7a8e-4e28-85ed-7b05c7d62075",
    "metadata": {},
    "outputs": [
@@ -354,7 +336,7 @@
        "[100 rows x 12 columns]"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     }