├── .github └── workflows │ ├── cd-advanced-1.yml │ ├── cd-advanced-2.yml │ ├── cd-basic.yml │ ├── cd-hf-integration.yml │ ├── cd-intermediate.yml │ ├── ci-advanced-1.yml │ ├── ci-advanced-2.yml │ ├── ci-basic.yml │ └── ci-intermediate.yml ├── .gitignore ├── LICENSE ├── README.md ├── advanced_part1 ├── Dockerfile ├── kubeflow_runner.py ├── local_runner.py ├── modules │ ├── ViT.py │ ├── common.py │ ├── hyperparams.py │ ├── preprocessing.py │ ├── signatures.py │ ├── train.py │ ├── train_data.py │ └── utils.py ├── pipeline │ ├── configs.py │ ├── kubeflow_pipeline.py │ ├── local_pipeline.py │ └── schema.pbtxt └── requirements.txt ├── advanced_part2 ├── Dockerfile ├── kubeflow_runner.py ├── local_runner.py ├── modules │ ├── ViT.py │ ├── common.py │ ├── hyperparams.py │ ├── preprocessing.py │ ├── signatures.py │ ├── train.py │ ├── train_data.py │ ├── tuning.py │ └── utils.py ├── pipeline │ ├── configs.py │ ├── kubeflow_pipeline.py │ ├── local_pipeline.py │ └── schema.pbtxt └── requirements.txt ├── basic ├── Dockerfile ├── kubeflow_runner.py ├── local_runner.py ├── modules │ ├── ViT.py │ ├── common.py │ ├── hyperparams.py │ ├── signatures.py │ ├── train.py │ ├── train_data.py │ └── utils.py ├── pipeline │ ├── configs.py │ ├── kubeflow_pipeline.py │ └── local_pipeline.py └── requirements.txt ├── dataset └── create_tfrecords.py ├── hf_integration ├── Dockerfile ├── app │ └── gradio │ │ ├── README.md │ │ ├── app.py │ │ ├── labels.txt │ │ └── requirements.txt ├── kubeflow_runner.py ├── local_runner.py ├── modules │ ├── ViT.py │ ├── common.py │ ├── hyperparams.py │ ├── preprocessing.py │ ├── signatures.py │ ├── train.py │ ├── train_data.py │ ├── tuning.py │ └── utils.py ├── pipeline │ ├── __init__.py │ ├── components │ │ ├── HFPusher │ │ │ ├── __init__.py │ │ │ ├── component.py │ │ │ ├── component_test.py │ │ │ ├── executor.py │ │ │ └── runner.py │ │ └── __init__.py │ ├── configs.py │ ├── kubeflow_pipeline.py │ ├── local_pipeline.py │ └── schema.pbtxt └── requirements.txt ├── intermediate ├── Dockerfile ├── kubeflow_runner.py ├── local_runner.py ├── modules │ ├── ViT.py │ ├── common.py │ ├── hyperparams.py │ ├── preprocessing.py │ ├── signatures.py │ ├── train.py │ ├── train_data.py │ └── utils.py ├── pipeline │ ├── configs.py │ ├── kubeflow_pipeline.py │ ├── local_pipeline.py │ └── schema.pbtxt └── requirements.txt ├── notebooks ├── advanced_part1.ipynb ├── advanced_part2.ipynb ├── basic.ipynb ├── intermediate.ipynb └── parse_tfrecord.ipynb └── requirements.txt /.github/workflows/cd-advanced-1.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-diver/mlops-hf-tf-vision-models/HEAD/.github/workflows/cd-advanced-1.yml -------------------------------------------------------------------------------- /.github/workflows/cd-advanced-2.yml: -------------------------------------------------------------------------------- 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