From dbba1ef0833c32e96c57c405657fa94e024d615a Mon Sep 17 00:00:00 2001
From: Suzen Fylke <codesue@users.noreply.github.com>
Date: Fri, 12 May 2023 11:33:02 -0400
Subject: [PATCH] Update links in Model Card Generator example notebook

---
 .../MLMD_Model_Card_Toolkit_Demo.ipynb          | 17 +++++++----------
 1 file changed, 7 insertions(+), 10 deletions(-)

diff --git a/examples/model_card_generator/MLMD_Model_Card_Toolkit_Demo.ipynb b/examples/model_card_generator/MLMD_Model_Card_Toolkit_Demo.ipynb
index ce9dd4e4..4e08115c 100644
--- a/examples/model_card_generator/MLMD_Model_Card_Toolkit_Demo.ipynb
+++ b/examples/model_card_generator/MLMD_Model_Card_Toolkit_Demo.ipynb
@@ -48,16 +48,13 @@
       "source": [
         "<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
         "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://www.tensorflow.org/responsible_ai/model_card_toolkit/examples/MLMD_Model_Card_Toolkit_Demo\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
+        "    <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/tfx-addons/blob/main/examples/model_card_generator/MLMD_Model_Card_Toolkit_Demo.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
         "  </td>\n",
         "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/MLMD_Model_Card_Toolkit_Demo.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
+        "    <a target=\"_blank\" href=\"https://github.com/tensorflow/tfx-addons/blob/main/examples/model_card_generator/MLMD_Model_Card_Toolkit_Demo.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View on GitHub</a>\n",
         "  </td>\n",
         "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://github.com/tensorflow/model-card-toolkit/blob/master/model_card_toolkit/documentation/examples/MLMD_Model_Card_Toolkit_Demo.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View on GitHub</a>\n",
-        "  </td>\n",
-        "  <td>\n",
-        "    <a href=\"https://storage.googleapis.com/tensorflow_docs/model-card-toolkit/model_card_toolkit/documentation/examples/MLMD_Model_Card_Toolkit_Demo.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
+        "    <a href=\"https://raw.githubusercontent.com/tensorflow/tfx-addons/main/examples/model_card_generator/MLMD_Model_Card_Toolkit_Demo.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
         "  </td>\n",
         "</table>"
       ]
@@ -111,7 +108,7 @@
         "id": "EwT0nov5QO1M"
       },
       "source": [
-        "####*Did you restart the runtime?*\n",
+        "#### Did you restart the runtime?\n",
         "\n",
         "If you are using Google Colab, the runtime must be restarted after installing new packages."
       ]
@@ -12647,7 +12644,7 @@
         "id": "cdTLb_-8dLcu"
       },
       "source": [
-        "###Model Card Generator\n",
+        "### Model Card Generator\n",
         "The `Model Card` component is a [TFX Component](https://www.tensorflow.org/tfx/guide/understanding_tfx_pipelines#component) that generates model cards-- short documentation that provides key information about a machine learning model-- from the StatisticGen outputs, the Evaluator outputs, and a prepared json annotation. Optionally, a pushed model or a template can be provided as well. \n",
         "\n",
         "The model cards assets are saved to a ModelCard artifact that can be fetched from the `outputs['model_card]'` property."
@@ -12715,7 +12712,7 @@
         "id": "SOYofSZKOMZx"
       },
       "source": [
-        "#### Generate the Model Card.\n"
+        "#### Generate the Model Card\n"
       ]
     },
     {
@@ -13819,7 +13816,7 @@
         "id": "0kj1szHNdqrX"
       },
       "source": [
-        "##Display Model Card\n",
+        "## Display Model Card\n",
         "\n",
         "Lastly, we isolate the uri from the model card generator artifact and use it to display the model card."
       ]