Merge pull request #76 from gurusai-voleti/br_4308

removed model_garden folder changes

Author: gurusai-voleti

notebooks/community/model_garden/model_garden_jax_paligemma_finetuning.ipynb

@@ -461,11 +461,11 @@
         "temp_dir = tempfile.TemporaryDirectory()\n",
         "local_metrics_path = os.path.join(temp_dir.name, metrics_file_name)\n",
         "\n",
-        "! gcloud storage cp $metrics_path $local_metrics_path\n",
+        "! gsutil cp $metrics_path $local_metrics_path\n",
         "\n",
         "steps = []\n",
         "training_losses = []\n",
-        "with open(local_metrics_path) as f:\n",
+        "with open(local_metrics_path, \"r\") as f:\n",
         "    for line in f:\n",
         "        metric = json.loads(line)\n",
         "        steps.append(metric[\"step\"])\n",
@@ -507,9 +507,9 @@
         "\n",
         "local_last_checkpoint_path = os.path.join(temp_dir.name, last_checkpoint_file_name)\n",
         "\n",
-        "! gcloud storage cp $last_checkpoint_path $local_last_checkpoint_path\n",
+        "! gsutil cp $last_checkpoint_path $local_last_checkpoint_path\n",
         "\n",
-        "with open(local_last_checkpoint_path) as f:\n",
+        "with open(local_last_checkpoint_path, \"r\") as f:\n",
         "    final_checkpoint_name = \"checkpoint.bv-\" + f.read()\n",
         "    checkpoint_path = os.path.join(finetune_output_dir, final_checkpoint_name)\n",
         "\n",
@@ -633,9 +633,7 @@
         "\n",
         "# @markdown <img src=\"https://storage.googleapis.com/longcap100/91.jpeg\" width=\"400\" >\n",
         "\n",
-        "image_url = (\n",
-        "    \"https://storage.googleapis.com/longcap100/91.jpeg\"  # @param {type:\"string\"}\n",
-        ")\n",
+        "image_url = \"https://storage.googleapis.com/longcap100/91.jpeg\"  # @param {type:\"string\"}\n",
         "\n",
         "language_code = \"en\"  # @param {type: \"string\"}\n",
         "\n",
@@ -695,7 +693,7 @@
         "\n",
         "delete_bucket = False  # @param {type:\"boolean\"}\n",
         "if delete_bucket:\n",
-        "    ! gcloud storage rm --recursive $BUCKET_NAME"
+        "    ! gsutil -m rm -r $BUCKET_NAME"
       ]
     }
   ],