mirror of
https://github.com/GoogleCloudPlatform/vertex-ai-samples.git
synced 2026-09-29 00:21:56 +00:00
Compare commits
1
Commits
| Author | SHA1 | Date | |
|---|---|---|---|
 hyper-param
|
5b5873872a |
@@ -2,7 +2,7 @@ git+https://github.com/tensorflow/docs
|
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ipython
|
||||
jupyter
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||||
nbconvert
|
||||
black==26.1.0
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||||
black==25.12.0
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pyupgrade==3.21.2
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isort==7.0.0
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flake8==7.3.0
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+1
-1
@@ -2,7 +2,7 @@ dllogger@git+https://github.com/NVIDIA/dllogger@v1.0.0
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|
||||
# Fixing these libraries versions to avoid conflicting or broken packages.
|
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immutabledict==4.2.1
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protobuf==5.29.6
|
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protobuf==4.25.8
|
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opencv-python-headless==4.11.0.86
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docutils==0.16
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urllib3==2.6.3
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+2
-2
@@ -31,8 +31,8 @@ packaging==25.0
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pathspec==0.12.1
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platformdirs==4.3.8
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proto-plus==1.26.1
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protobuf==5.29.6
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pyasn1==0.6.2
|
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protobuf==5.29.4
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pyasn1==0.6.1
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pyasn1_modules==0.4.2
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pydantic==2.11.4
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pydantic_core==2.33.2
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@@ -27,7 +27,6 @@
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/vertex_endpoints/nvidia-triton/nvidia-triton-custom-container-prediction.ipynb @RajeshThallam
|
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/vertex_endpoints/optimized_tensorflow_runtime @vlasenkoalexey
|
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/notebooks/community/alphagenome/cloudai_alphagenome_vai_quickstart.ipynb @dpanigra
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/notebooks/community/alphagenome/cloudai_alphagenome_finetune.ipynb @dpanigra
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/notebooks/community/weathernext/weathernext_2_early_access_program.ipynb @dpanigra
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/notebooks/community/ml_ops/stage2/get_started_with_visionapi_and_automl.ipynb @mansari
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/notebooks/community/neo4j/graph_paysim.ipynb @benofben @laeg
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@@ -1,8 +1,7 @@
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# AlphaGenome
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[**Overview**](#overview) | [**Use Cases**](#use-cases) | [**Documentation**](#documentation) | [**Pricing**](#pricing) | [**Quick start inference**](#quick-start-inference) |
|
||||
[**Quick start finetune**](#quick-start-finetune)
|
||||
[**Overview**](#overview) | [**Use Cases**](#use-cases) | [**Documentation**](#documentation) | [**Pricing**](#pricing) | [**Quick start**](#quick-start)
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## Overview
|
||||
**Disclaimer:** *Experimental*.
|
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@@ -90,8 +89,5 @@ To utilize these models via this service:
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* **Pricing information** will be shared directly with users upon approval
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and placement on the allowlist.
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|
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## Quick start inference
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## Quick start
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The quickest way to get started with the AlphaGenome in Google Cloud Platform is to run [our example notebook](cloudai_alphagenome_vai_quickstart.ipynb) in [Google Colab](https://colab.research.google.com/).
|
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|
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## Quick start finetune
|
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The quickest way to get started with the AlphaGenome fineutning in Google Cloud Platform is to run [our finetuning notebook](cloudai_alphagenome_finetune.ipynb) in [Google Cloud Platform Enterprise Colab](https://docs.cloud.google.com/colab/docs/introduction).
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File diff suppressed because it is too large
Load Diff
@@ -37,7 +37,7 @@
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" </a>\n",
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" </td>\n",
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" <td style=\"text-align: center\">\n",
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" <a href=\"https://console.cloud.google.com/vertex-ai/colab/import/https:%2F%2Fraw.githubusercontent.com%2FGoogleCloudPlatform%2Fvertex-ai-samples%2Fmain%2Fnotebooks%2Fcommunity%2Falphagenome%2Fcloudai_alphagenome_vai_quickstart.ipynb\">\n",
|
||||
" <a href=\"https://console.cloud.google.com/vertex-ai/colab/import/https:%2F%2Fraw.githubusercontent.com%2FGoogleCloudPlatform%2Fvertex-ai-samples%2Fmain%2Fnotebooks%2Fcommunity%2alphagenome%2Fcloudai_alphagenome_vai_quickstart.ipynb\">\n",
|
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" <img width=\"32px\" src=\"https://lh3.googleusercontent.com/JmcxdQi-qOpctIvWKgPtrzZdJJK-J3sWE1RsfjZNwshCFgE_9fULcNpuXYTilIR2hjwN\" alt=\"Google Cloud Colab Enterprise logo\"><br> Open in Colab Enterprise\n",
|
||||
" </a>\n",
|
||||
" </td>\n",
|
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@@ -135,7 +135,7 @@
|
||||
"# Keep Service account and token empty when using the key\n",
|
||||
"service_account = \"\" # @param {type:\"string\"}\n",
|
||||
"token = \"\" # @param {type:\"string\"}\n",
|
||||
"code_whl = \"alphagenome-0.4.2.6-py3-none-any.whl\"\n",
|
||||
"code_whl = \"alphagenome-0.4.2.5-py3-none-any.whl\"\n",
|
||||
"file_path = f\"gs://alphagenome-whl/{code_whl}\"\n",
|
||||
"\n",
|
||||
"service_account = service_account or None\n",
|
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@@ -214,7 +214,7 @@
|
||||
"from IPython.display import clear_output\n",
|
||||
"\n",
|
||||
"! pip install $code_whl\n",
|
||||
"clear_output()"
|
||||
"# clear_output()"
|
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]
|
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},
|
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{
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@@ -4458,7 +4458,17 @@
|
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"outputs": [],
|
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"source": [
|
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"def extract_k562(adata):\n",
|
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" values = adata.X[:, adata.var[\"ontology_curie\"] == \"EFO:0002067\"]\n",
|
||||
" if \"ontologyTerm\" in adata.var.columns and not adata.var[\"ontologyTerm\"].empty:\n",
|
||||
" mask = adata.var[\"ontologyTerm\"].apply(\n",
|
||||
" lambda x: isinstance(x, dict)\n",
|
||||
" and x.get(\"ontologyType\") == \"ONTOLOGY_TYPE_EFO\"\n",
|
||||
" and x.get(\"id\") == \"2067\"\n",
|
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" )\n",
|
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" values = adata.X[:, mask]\n",
|
||||
" else:\n",
|
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" raise ValueError(\n",
|
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" \"Expected 'ontologyTerm' column with dictionary values not found in adata.var\"\n",
|
||||
" )\n",
|
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" assert values.size == 1\n",
|
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" return values.flatten()[0]\n",
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"\n",
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@@ -4637,7 +4647,9 @@
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}
|
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],
|
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"source": [
|
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"interval = Interval(chromosome=\"chr19\", start=2**20, end=2**20 + 2**20, strand=\".\")\n",
|
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"interval = Interval(\n",
|
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" chromosome=\"chr19\", start=2**20, end=2**20 + 2**20, strand=\".\"\n",
|
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")\n",
|
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"\n",
|
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"scores = dna_model.score_interval(\n",
|
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" interval,\n",
|
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|
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@@ -10,7 +10,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -6,11 +6,11 @@
|
||||
"id": "DZ1j6RRg-Td6",
|
||||
"metadata": {
|
||||
"cellView": "form",
|
||||
"id": "483138c1a042"
|
||||
"id": "f705f4be70e9"
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
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"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
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"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
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"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
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"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
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"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
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"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
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@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
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@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
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"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
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|
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@@ -9,7 +9,7 @@
|
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},
|
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"outputs": [],
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"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
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@@ -382,9 +382,9 @@
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"endpoints[\"sdk_custom\"] = model.deploy(\n",
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" accept_eula=True,\n",
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" use_dedicated_endpoint=use_dedicated_endpoint,\n",
|
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" serving_container_image_uri=\"us-docker.pkg.dev/vertex-ai/vertex-vision-model-garden-dockers/pytorch-vllm-serve:20251205_0916_RC01\",\n",
|
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" machine_type=\"g4-standard-48\",\n",
|
||||
" accelerator_type=\"NVIDIA_RTX_PRO_6000\",\n",
|
||||
" serving_container_image_uri=\"us-docker.pkg.dev/vertex-ai/vertex-vision-model-garden-dockers/pytorch-vllm-serve:20250430_0916_RC00_maas\",\n",
|
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" machine_type=\"a2-ultragpu-1g\",\n",
|
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" accelerator_type=\"NVIDIA_A100_80GB\",\n",
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" accelerator_count=1,\n",
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||||
")"
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||||
]
|
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|
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@@ -9,7 +9,7 @@
|
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},
|
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"outputs": [],
|
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"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
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|
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@@ -9,7 +9,7 @@
|
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},
|
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"outputs": [],
|
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"source": [
|
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"# Copyright 2026 Google LLC\n",
|
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"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
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@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
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@@ -10,7 +10,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
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},
|
||||
"outputs": [],
|
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"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
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@@ -9,7 +9,7 @@
|
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},
|
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"outputs": [],
|
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"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
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"outputs": [],
|
||||
"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
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"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
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"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
@@ -6273,7 +6273,6 @@
|
||||
" f\"--model-replicas={model_replicas}\",\n",
|
||||
" \"--data-parallel-size=1\",\n",
|
||||
" \"--swap-space=16\",\n",
|
||||
" f\"--total-gpus={accelerator_count}\",\n",
|
||||
" ]\n",
|
||||
"\n",
|
||||
" if multihost_gpu_node_count > 1:\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
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||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
@@ -450,7 +450,8 @@
|
||||
"metadata": {
|
||||
"colab": {
|
||||
"name": "model_garden_pytorch_flux_comfyui_workbench.ipynb",
|
||||
"toc_visible": true
|
||||
"toc_visible": true,
|
||||
"provenance": []
|
||||
},
|
||||
"kernelspec": {
|
||||
"display_name": "Python 3",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
+1
-1
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
@@ -237,7 +237,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"model_version = \"minimax-m2\" # @param [\"minimax-m2\", \"minimax-m2.1\"] {isTemplate:true}\n",
|
||||
"model_version = \"minimax-m2\" # @param [\"minimax-m2\"] {isTemplate:true}\n",
|
||||
"MODEL_NAME = f\"minimaxai/minimax-m2@{model_version}\""
|
||||
]
|
||||
},
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
@@ -9,7 +9,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Copyright 2026 Google LLC\n",
|
||||
"# Copyright 2025 Google LLC\n",
|
||||
"#\n",
|
||||
"# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
|
||||
"# you may not use this file except in compliance with the License.\n",
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user