chore: Remove preview in import path

vertex-mg-bot · copybara-github · commit 1f3a7418f4d4 · 2025-06-11T10:27:15.000-07:00
PiperOrigin-RevId: 770211946
diff --git a/notebooks/community/model_garden/model_garden_deployment_tutorial.ipynb b/notebooks/community/model_garden/model_garden_deployment_tutorial.ipynb
@@ -166,7 +166,7 @@
       "outputs": [],
       "source": [
         "# @title Choose the model to deploy\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "# @markdown List all deployable models and then get the ID of the model to deploy.\n",
         "\n",
@@ -222,7 +222,7 @@
         "# @title Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(MODEL_ID)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_gemma2_deployment_on_vertex.ipynb b/notebooks/community/model_garden/model_garden_gemma2_deployment_on_vertex.ipynb
@@ -554,7 +554,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_gemma3_deployment_on_vertex.ipynb b/notebooks/community/model_garden/model_garden_gemma3_deployment_on_vertex.ipynb
@@ -226,7 +226,7 @@
         "\n",
         "LABEL = \"sdk-deploy-1b\"\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
@@ -609,7 +609,7 @@
         "\n",
         "LABEL = \"sdk-deploy\"\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_hf_paligemma2_deployment.ipynb b/notebooks/community/model_garden/model_garden_hf_paligemma2_deployment.ipynb
@@ -228,7 +228,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_huggingface_tei_deployment.ipynb b/notebooks/community/model_garden/model_garden_huggingface_tei_deployment.ipynb
@@ -193,7 +193,7 @@
         "accelerator_count = 1\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(HUGGING_FACE_MODEL_ID)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_huggingface_tgi_deployment.ipynb b/notebooks/community/model_garden/model_garden_huggingface_tgi_deployment.ipynb
@@ -202,7 +202,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(HUGGING_FACE_MODEL_ID)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_huggingface_vllm_deployment.ipynb b/notebooks/community/model_garden/model_garden_huggingface_vllm_deployment.ipynb
@@ -222,7 +222,7 @@
         "    is_for_training=False,\n",
         ")\n",
         "\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(HUGGING_FACE_MODEL_ID)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_jax_paligemma_deployment.ipynb b/notebooks/community/model_garden/model_garden_jax_paligemma_deployment.ipynb
@@ -299,7 +299,7 @@
         "# @markdown Kindly note that the deployment using custom_paligemma_model_uri is not supported.\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_llama_guard_deployment.ipynb b/notebooks/community/model_garden/model_garden_llama_guard_deployment.ipynb
@@ -268,7 +268,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_biomedclip.ipynb b/notebooks/community/model_garden/model_garden_pytorch_biomedclip.ipynb
@@ -217,7 +217,7 @@
         "\n",
         "LABEL = \"sdk-deploy\"\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_clip.ipynb b/notebooks/community/model_garden/model_garden_pytorch_clip.ipynb
@@ -190,7 +190,7 @@
         "LABEL = \"sdk-deploy\"\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_codellama.ipynb b/notebooks/community/model_garden/model_garden_pytorch_codellama.ipynb
@@ -443,7 +443,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_dia_1_6b.ipynb b/notebooks/community/model_garden/model_garden_pytorch_dia_1_6b.ipynb
@@ -190,7 +190,7 @@
         "# @markdown Set use_dedicated_endpoint to False if you don't want to use [dedicated endpoint](https://cloud.google.com/vertex-ai/docs/general/deployment#create-dedicated-endpoint). Note that [dedicated endpoint does not support VPC Service Controls](https://cloud.google.com/vertex-ai/docs/predictions/choose-endpoint-type), uncheck the box if you are using VPC-SC.\n",
         "use_dedicated_endpoint = True  # @param {type:\"boolean\"}\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_flux.ipynb b/notebooks/community/model_garden/model_garden_pytorch_flux.ipynb
@@ -202,7 +202,7 @@
         "# @markdown Set `use_dedicated_endpoint` to False if you don't want to use [dedicated endpoint](https://cloud.google.com/vertex-ai/docs/general/deployment#create-dedicated-endpoint).\n",
         "use_dedicated_endpoint = True  # @param {type:\"boolean\"}\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_instant_id.ipynb b/notebooks/community/model_garden/model_garden_pytorch_instant_id.ipynb
@@ -249,7 +249,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_instructpix2pix.ipynb b/notebooks/community/model_garden/model_garden_pytorch_instructpix2pix.ipynb
@@ -196,7 +196,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_llama2_deployment.ipynb b/notebooks/community/model_garden/model_garden_pytorch_llama2_deployment.ipynb
@@ -309,7 +309,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_llama3_1_deployment.ipynb b/notebooks/community/model_garden/model_garden_pytorch_llama3_1_deployment.ipynb
@@ -933,7 +933,7 @@
         "\n",
         "LABEL = \"sdk-deploy\"\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_llama3_2_deployment.ipynb b/notebooks/community/model_garden/model_garden_pytorch_llama3_2_deployment.ipynb
@@ -912,7 +912,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "if REGION == \"us-central1\":\n",
         "    fast_tryout_enabled = True\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_llama3_3_deployment.ipynb b/notebooks/community/model_garden/model_garden_pytorch_llama3_3_deployment.ipynb
@@ -270,7 +270,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_llama3_deployment.ipynb b/notebooks/community/model_garden/model_garden_pytorch_llama3_deployment.ipynb
@@ -274,7 +274,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_mistral_deployment.ipynb b/notebooks/community/model_garden/model_garden_pytorch_mistral_deployment.ipynb
@@ -274,7 +274,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_qwen2_deployment.ipynb b/notebooks/community/model_garden/model_garden_pytorch_qwen2_deployment.ipynb
@@ -279,7 +279,7 @@
         "LABEL = \"sdk-deploy\"\n",
         "\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_qwen3_deployment.ipynb b/notebooks/community/model_garden/model_garden_pytorch_qwen3_deployment.ipynb
@@ -325,7 +325,7 @@
         "# @title [Option 1] Deploy with Model Garden SDK\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
         "deploy_request_timeout = 1800  # 30 minutes\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
diff --git a/notebooks/community/model_garden/model_garden_pytorch_sam.ipynb b/notebooks/community/model_garden/model_garden_pytorch_sam.ipynb
@@ -243,7 +243,7 @@
         "\n",
         "LABEL = \"sdk-deploy\"\n",
         "# @markdown Deploy with Gen AI model-centric SDK. This section uploads the prebuilt model to Model Registry and deploys it to a Vertex AI Endpoint. It takes 15 minutes to 1 hour to finish depending on the size of the model. See [use open models with Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/open-models/use-open-models) for documentation on other use cases.\n",
-        "from vertexai.preview import model_garden\n",
+        "from vertexai import model_garden\n",
         "\n",
         "model = model_garden.OpenModel(PUBLISHER_MODEL_NAME)\n",
         "endpoints[LABEL] = model.deploy(\n",
