├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── datasets ├── evaluation_dataset_trivia.jsonl ├── other_datasets │ ├── evaluation_dataset.jsonl │ ├── train_dataset.jsonl │ ├── train_dataset_trivia.jsonl │ ├── validation_dataset.jsonl │ ├── validation_dataset_trivia.jsonl │ └── workshop │ │ ├── evaluation_dataset_human.jsonl │ │ └── evaluation_dataset_small.jsonl ├── template.json ├── train_dataset_trivia.jsonl └── validation_dataset_trivia.jsonl ├── notebooks ├── automate_with_code_example │ ├── config.yaml │ ├── mlops-model-evaluation.ipynb │ ├── requirements.txt │ └── steps │ │ ├── cleanup.py │ │ ├── deploy_finetuned_llama7b.py │ │ ├── deploy_llama7b.py │ │ ├── evaluation.py │ │ ├── finetune_llama7b.py │ │ ├── preprocess.py │ │ ├── register.py │ │ ├── selection.py │ │ └── utils.py ├── run_evaluation_jumpstart_model.ipynb └── sm_pipeline_basic_example │ ├── .ipynb_checkpoints │ ├── README-checkpoint.md │ ├── config-checkpoint.yaml │ ├── local-requirements-checkpoint.txt │ ├── pipeline-checkpoint.py │ ├── requirements-checkpoint.txt │ └── runme-checkpoint.ipynb │ ├── README.md │ ├── config.yaml │ ├── img │ └── sm-pipeline-execution.png │ ├── local-requirements.txt │ ├── pipeline.py │ ├── requirements.txt │ ├── runme.ipynb │ └── steps │ ├── __init__.py │ ├── evaluation.py │ ├── preprocess.py │ ├── register.py │ └── train.py ├── sm_pipelines ├── config.yaml ├── lib │ └── utils.py ├── local-requirements.txt ├── pipeline.py ├── pipeline_config.yaml ├── pipeline_finetuning.py ├── pipeline_finetuning_config.yaml ├── pipeline_scale.py ├── pipeline_scale_config.yaml ├── pipeline_scale_hybrid_config.yaml ├── requirements.txt ├── runme.ipynb └── steps │ ├── cleanup.py │ ├── deploy.py │ ├── deploy_finetuned_model.py │ ├── evaluation.py │ ├── finetune.py │ ├── preprocess.py │ ├── register.py │ ├── register_finetuned.py │ └── selection.py └── sm_pipelines_advanced ├── config.yaml ├── lib ├── import_models.py └── utils.py ├── 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