diff --git a/notebooks/0_how_to_work_with_onnx.ipynb b/notebooks/0_how_to_work_with_onnx.ipynb
index 60340f14..a1c7a5ce 100644
--- a/notebooks/0_how_to_work_with_onnx.ipynb
+++ b/notebooks/0_how_to_work_with_onnx.ipynb
@@ -124,24 +124,24 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    " graph = onnx.helper.make_graph(\n",
-    "        nodes=[\n",
-    "            Add1_node,\n",
-    "            Add2_node,\n",
-    "            Abs_node,\n",
-    "            Add3_node,\n",
-    "            Round_node,\n",
-    "        ],\n",
-    "        name=\"simple_graph\",\n",
-    "        inputs=[in1, in2, in3],\n",
-    "        outputs=[out1],\n",
-    "        value_info=[\n",
-    "            onnx.helper.make_tensor_value_info(\"sum1\", onnx.TensorProto.FLOAT, [4, 4]),\n",
-    "            onnx.helper.make_tensor_value_info(\"sum2\", onnx.TensorProto.FLOAT, [4, 4]),\n",
-    "            onnx.helper.make_tensor_value_info(\"abs1\", onnx.TensorProto.FLOAT, [4, 4]),\n",
-    "            onnx.helper.make_tensor_value_info(\"sum3\", onnx.TensorProto.FLOAT, [4, 4]),\n",
-    "        ],\n",
-    "    )\n"
+    "graph = onnx.helper.make_graph(\n",
+    "    nodes=[\n",
+    "        Add1_node,\n",
+    "        Add2_node,\n",
+    "        Abs_node,\n",
+    "        Add3_node,\n",
+    "        Round_node,\n",
+    "    ],\n",
+    "    name=\"simple_graph\",\n",
+    "    inputs=[in1, in2, in3],\n",
+    "    outputs=[out1],\n",
+    "    value_info=[\n",
+    "        onnx.helper.make_tensor_value_info(\"sum1\", onnx.TensorProto.FLOAT, [4, 4]),\n",
+    "        onnx.helper.make_tensor_value_info(\"sum2\", onnx.TensorProto.FLOAT, [4, 4]),\n",
+    "        onnx.helper.make_tensor_value_info(\"abs1\", onnx.TensorProto.FLOAT, [4, 4]),\n",
+    "        onnx.helper.make_tensor_value_info(\"sum3\", onnx.TensorProto.FLOAT, [4, 4]),\n",
+    "    ],\n",
+    ")\n"
    ]
   },
   {
@@ -471,6 +471,7 @@
     "            node_pair.append(node)\n",
     "            node_pair.append(successor)\n",
     "            adder_pairs.append((node_pair))\n",
+    "            print(adder_pairs)\n",
     "            node_pair = []\n",
     "    return adder_pairs\n",
     "            "
@@ -608,7 +609,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "onnx_model1 = qonnx.util.basic.qonnx_make_model(graph, producer_name=\"simple-model1\")\n",
+    "onnx_model1 = qonnx_make_model(graph, producer_name=\"simple-model1\")\n",
     "onnx.save(onnx_model1, '/tmp/simple_model1.onnx')"
    ]
   },
@@ -670,7 +671,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.18"
+   "version": "3.8.19"
   },
   "vscode": {
    "interpreter": {