Sync docs from Google3 to GitHub (google#278)

* Sync docs from Google3 to GitHub

* Sync to cl/611157361

Author: markmcd

site/en/gemma/docs/agile_classifiers.ipynb

@@ -131,7 +131,8 @@
       },
       "outputs": [],
       "source": [
-        "!pip install keras keras-nlp"
+        "!pip install -q -U keras-nlp\n",
+        "!pip install -q -U keras"
       ]
     },
     {
@@ -1089,7 +1090,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 1,
+      "execution_count": null,
       "metadata": {
         "id": "fMSDQtyTgeP0"
       },

site/en/gemma/docs/distributed_tuning.ipynb

@@ -44,7 +44,7 @@
         "    <a target=\"_blank\" href=\"https://www.kaggle.com/code/nilaychauhan/keras-gemma-distributed-finetuning-and-inference\"><img src=\"https://www.kaggle.com/static/images/logos/kaggle-logo-transparent-300.png\" height=\"32\" width=\"70\"/>Run in Kaggle</a>\n",
         "  </td>\n",
         "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/335\"><img src=\"https://ai.google.dev/images/cloud-icon.svg\" width=\"40\" />Open in Vertex AI</a>\n",
+        "    <a target=\"_blank\" href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://raw.githubusercontent.com/google/generative-ai-docs/main/site/en/gemma/docs/distributed_tuning.ipynb\"><img src=\"https://ai.google.dev/images/cloud-icon.svg\" width=\"40\" />Open in Vertex AI</a>\n",
         "  </td>\n",
         "  <td>\n",
         "    <a target=\"_blank\" href=\"https://github.com/google/generative-ai-docs/blob/main/site/en/gemma/docs/distributed_tuning.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
@@ -252,10 +252,13 @@
         }
       ],
       "source": [
-        "# Install Keras 3 last. See https://keras.io/getting_started/ for more details.\n",
-        "!pip install -q tensorflow-cpu\n",
-        "!pip install -q -U keras-nlp tensorflow-hub\n",
-        "!pip install -q -U keras>=3"
+        "!pip install -q -U keras-nlp\n",
+        "# Work around an import error with tensorflow-hub. The library is not used.\n",
+        "!pip install -q -U tensorflow-hub\n",
+        "# Install tensorflow-cpu so tensorflow does not attempt to access the TPU.\n",
+        "!pip install -q -U tensorflow-cpu\n",
+        "# Install keras 3 last. See https://keras.io/getting_started for details.\n",
+        "!pip install -q -U keras"
       ]
     },
     {

site/en/gemma/docs/get_started.ipynb

@@ -45,7 +45,7 @@
         "    <a target=\"_blank\" href=\"https://colab.research.google.com/github/google/generative-ai-docs/blob/main/site/en/gemma/docs/get_started.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://console.cloud.google.com/vertex-ai/publishers/google/model-garden/335\"><img src=\"https://ai.google.dev/images/cloud-icon.svg\" width=\"40\" />Open in Vertex AI</a>\n",
+        "    <a target=\"_blank\" href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://raw.githubusercontent.com/google/generative-ai-docs/main/site/en/gemma/docs/get_started.ipynb\"><img src=\"https://ai.google.dev/images/cloud-icon.svg\" width=\"40\" />Open in Vertex AI</a>\n",
         "  </td>\n",
         "  <td>\n",
         "    <a target=\"_blank\" href=\"https://github.com/google/generative-ai-docs/blob/main/site/en/gemma/docs/get_started.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",