diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index d91ffc6..eaff1cd 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -26,10 +26,9 @@ jobs:
       - name: Build the package
         run: python -m build
 
-      # Uncomment to publish on pypi
-      #- name: Publish to PyPI
-      #  env:
-      #    TWINE_USERNAME: __token__  # Use API token
-      #    TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
-      #  run: twine upload dist/*
+      - name: Publish to PyPI
+        env:
+          TWINE_USERNAME: __token__  # Use API token
+          TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
+        run: twine upload dist/*
 
diff --git a/tutorials/example_tutorial.ipynb b/tutorials/example_tutorial.ipynb
index 770bc27..fc03a2d 100644
--- a/tutorials/example_tutorial.ipynb
+++ b/tutorials/example_tutorial.ipynb
@@ -10,7 +10,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "68ad1562-4953-444c-96c7-9026bcc54cc7",
    "metadata": {},
    "outputs": [
@@ -18,7 +18,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Example tutorial which will be published in the docs!\n"
+      "arr = array([2, 4]) type(arr) = <class 'cupy.ndarray'>\n"
      ]
     }
    ],
@@ -48,7 +48,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.13.3"
+   "version": "3.12.3"
   }
  },
  "nbformat": 4,