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Some minor updates and refactoring #4368

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Merged
merged 1 commit into from
Nov 15, 2025
Merged

Some minor updates and refactoring #4368

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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_e5.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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6 changes: 4 additions & 2 deletions notebooks/community/model_garden/model_garden_gemma3_deployment_on_vertex.ipynb
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Expand Up @@ -383,8 +383,8 @@
" accept_eula=True,\n",
" use_dedicated_endpoint=use_dedicated_endpoint,\n",
" serving_container_image_uri=\"us-docker.pkg.dev/vertex-ai/vertex-vision-model-garden-dockers/pytorch-vllm-serve:20250430_0916_RC00_maas\",\n",
" machine_type=\"a3-highgpu-1g\",\n",
" accelerator_type=\"NVIDIA_H100_80GB\",\n",
" machine_type=\"a2-ultragpu-1g\",\n",
" accelerator_type=\"NVIDIA_A100_80GB\",\n",
" accelerator_count=1,\n",
")"
]
Expand All @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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6 changes: 4 additions & 2 deletions notebooks/community/model_garden/model_garden_gemma3n_deployment_on_vertex.ipynb
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Expand Up @@ -383,8 +383,8 @@
" accept_eula=True,\n",
" use_dedicated_endpoint=use_dedicated_endpoint,\n",
" serving_container_image_uri=\"us-docker.pkg.dev/deeplearning-platform-release/vertex-model-garden/sglang-serve.cu124.0-4.ubuntu2204.py310:model-garden.sglang-0-4-release_20250817.00_p0\",\n",
" machine_type=\"a3-highgpu-1g\",\n",
" accelerator_type=\"NVIDIA_H100_80GB\",\n",
" machine_type=\"a2-ultragpu-1g\",\n",
" accelerator_type=\"NVIDIA_A100_80GB\",\n",
" accelerator_count=1,\n",
")"
]
Expand All @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_hf_paligemma2_deployment.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_jax_stable_diffusion_xl.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_phi4_deployment.ipynb
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Expand Up @@ -395,8 +395,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_blip2.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_blip_image_captioning.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_controlnet.ipynb
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Expand Up @@ -395,8 +395,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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6 changes: 4 additions & 2 deletions notebooks/community/model_garden/model_garden_pytorch_deepseek_ocr.ipynb
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Expand Up @@ -383,8 +383,8 @@
" accept_eula=True,\n",
" use_dedicated_endpoint=use_dedicated_endpoint,\n",
" serving_container_image_uri=\"us-docker.pkg.dev/vertex-ai/vertex-vision-model-garden-dockers/pytorch-vllm-serve:20251023_0916_RC01\",\n",
" machine_type=\"a3-highgpu-1g\",\n",
" accelerator_type=\"NVIDIA_H100_80GB\",\n",
" machine_type=\"a2-ultragpu-1g\",\n",
" accelerator_type=\"NVIDIA_A100_80GB\",\n",
" accelerator_count=1,\n",
")"
]
Expand All @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_deepseek_v3_2_deployment.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_gpt_oss_deployment.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_lama.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_llama3_3_deployment.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_llama4_deployment.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_llava.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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1 change: 0 additions & 1 deletion notebooks/community/model_garden/model_garden_pytorch_qwen3_coder_deployment.ipynb
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Expand Up @@ -535,7 +535,6 @@
"# )\n",
"# endpoint = aiplatform.Endpoint(aip_endpoint_name)\n",
"\n",
"# @markdown A chat template formatted prompt for Gemma 3n is shown below as an example.\n",
"prompt = \"Write a quick sort algorithm in Python.\" # @param {type: \"string\"}\n",
"\n",
"max_new_tokens = 32768 # @param {type:\"integer\"}\n",
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_qwen3_deployment.ipynb
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"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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4 changes: 3 additions & 1 deletion notebooks/community/model_garden/model_garden_pytorch_qwen3_vl.ipynb
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Expand Up @@ -237,7 +237,7 @@
},
"outputs": [],
"source": [
"model_version = \"qwen3-vl-8b-instruct\" # @param [\"qwen3-vl-235b-a22b-instruct\", \"qwen3-vl-235b-a22b-instruct-fp8\", \"qwen3-vl-235b-a22b-thinking\", \"qwen3-vl-235b-a22b-thinking-fp8\", \"qwen3-vl-30b-a3b-instruct\", \"qwen3-vl-30b-a3b-instruct-fp8\", \"qwen3-vl-30b-a3b-thinking\", \"qwen3-vl-30b-a3b-thinking-fp8\", \"qwen3-vl-32b-instruct\", \"qwen3-vl-32b-instruct-fp8\", \"qwen3-vl-32b-thinking\", \"qwen3-vl-32b-thinking-fp8\", \"qwen3-vl-4b-instruct\", \"qwen3-vl-4b-instruct-fp8\", \"qwen3-vl-4b-thinking\", \"qwen3-vl-4b-thinking-fp8\", \"qwen3-vl-8b-instruct\", \"qwen3-vl-8b-instruct-fp8\", \"qwen3-vl-8b-thinking\", \"qwen3-vl-8b-thinking-fp8\"] {isTemplate:true}\n",
"model_version = \"qwen3-vl-8b-instruct\" # @param [\"qwen3-vl-235b-a22b-instruct\", \"qwen3-vl-235b-a22b-instruct-fp8\", \"qwen3-vl-235b-a22b-thinking\", \"qwen3-vl-235b-a22b-thinking-fp8\", \"qwen3-vl-2b-instruct\", \"qwen3-vl-2b-instruct-fp8\", \"qwen3-vl-2b-thinking\", \"qwen3-vl-2b-thinking-fp8\", \"qwen3-vl-30b-a3b-instruct\", \"qwen3-vl-30b-a3b-instruct-fp8\", \"qwen3-vl-30b-a3b-thinking\", \"qwen3-vl-30b-a3b-thinking-fp8\", \"qwen3-vl-32b-instruct\", \"qwen3-vl-32b-instruct-fp8\", \"qwen3-vl-32b-thinking\", \"qwen3-vl-32b-thinking-fp8\", \"qwen3-vl-4b-instruct\", \"qwen3-vl-4b-instruct-fp8\", \"qwen3-vl-4b-thinking\", \"qwen3-vl-4b-thinking-fp8\", \"qwen3-vl-8b-instruct\", \"qwen3-vl-8b-instruct-fp8\", \"qwen3-vl-8b-thinking\", \"qwen3-vl-8b-thinking-fp8\"] {isTemplate:true}\n",
"MODEL_NAME = f\"qwen/qwen3-vl@{model_version}\""
]
},
Expand Down Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_qwq_deployment.ipynb
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Expand Up @@ -395,8 +395,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_sam.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_stable_diffusion_upscaler.ipynb
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Expand Up @@ -400,8 +400,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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2 changes: 2 additions & 0 deletions notebooks/community/model_garden/model_garden_pytorch_stable_diffusion_xl_lightning.ipynb
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Expand Up @@ -395,8 +395,10 @@
"source": [
"if \"sdk_default\" in endpoints:\n",
" endpoint = endpoints[\"sdk_default\"]\n",
" LABEL = \"sdk_default\"\n",
"elif \"sdk_custom\" in endpoints:\n",
" endpoint = endpoints[\"sdk_custom\"]\n",
" LABEL = \"sdk_custom\"\n",
"else:\n",
" raise ValueError(\"No endpoint found. Create an endpoint.\")"
]
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