diff --git a/xai-for-transformer/1-Tutorial_Transformer_Model.ipynb b/xai-for-transformer/1-Tutorial_Transformer_Model.ipynb
index 706a9cf..5ff9493 100644
--- a/xai-for-transformer/1-Tutorial_Transformer_Model.ipynb
+++ b/xai-for-transformer/1-Tutorial_Transformer_Model.ipynb
@@ -64,7 +64,7 @@
     "\n",
     "# Don't run this cell if you already cloned the repo \n",
     "#!git clone --branch main https://github.com/HelmholtzAI-Consultants-Munich/XAI-Tutorials.git\n",
-    "#%cd XAI-Tutorials/data_and_models"
+    "#%cd XAI-Tutorials"
    ]
   },
   {
diff --git a/xai-for-transformer/2-Tutorial_AttentionMaps_Text.ipynb b/xai-for-transformer/2-Tutorial_AttentionMaps_Text.ipynb
index 4f2e8f1..774fe76 100644
--- a/xai-for-transformer/2-Tutorial_AttentionMaps_Text.ipynb
+++ b/xai-for-transformer/2-Tutorial_AttentionMaps_Text.ipynb
@@ -64,7 +64,7 @@
     "\n",
     "# Don't run this cell if you already cloned the repo \n",
     "#!git clone --branch main https://github.com/HelmholtzAI-Consultants-Munich/XAI-Tutorials.git\n",
-    "#%cd XAI-Tutorials/data_and_models"
+    "#%cd XAI-Tutorials"
    ]
   },
   {
diff --git a/xai-for-transformer/3-Tutorial_VIT_Model.ipynb b/xai-for-transformer/3-Tutorial_VIT_Model.ipynb
index f34a5af..ec0cb87 100644
--- a/xai-for-transformer/3-Tutorial_VIT_Model.ipynb
+++ b/xai-for-transformer/3-Tutorial_VIT_Model.ipynb
@@ -64,7 +64,7 @@
     "\n",
     "# Don't run this cell if you already cloned the repo \n",
     "#!git clone --branch main https://github.com/HelmholtzAI-Consultants-Munich/XAI-Tutorials.git\n",
-    "#%cd XAI-Tutorials/data_and_models"
+    "#%cd XAI-Tutorials"
    ]
   },
   {
diff --git a/xai-for-transformer/4-Tutorial_AttentionMaps_Images.ipynb b/xai-for-transformer/4-Tutorial_AttentionMaps_Images.ipynb
index 3f766cd..20d2e63 100644
--- a/xai-for-transformer/4-Tutorial_AttentionMaps_Images.ipynb
+++ b/xai-for-transformer/4-Tutorial_AttentionMaps_Images.ipynb
@@ -59,7 +59,7 @@
     "\n",
     "# Don't run this cell if you already cloned the repo \n",
     "#!git clone --branch main https://github.com/HelmholtzAI-Consultants-Munich/XAI-Tutorials.git\n",
-    "#%cd XAI-Tutorials/data_and_models"
+    "#%cd XAI-Tutorials"
    ]
   },
   {