├── .gitignore ├── LICENSE ├── README.md ├── chapter2 ├── .gitignore ├── 1-1_classification.ipynb ├── 2-1_detection.ipynb ├── 3-1_metric_learning.ipynb ├── 4-1_anomaly_detection.ipynb ├── classification.py └── requirements.txt ├── chapter3 ├── 1-1_text_classification_train.ipynb ├── 1-2_text_classification_eval.ipynb ├── 2-1_multi_label_classification_train.ipynb ├── 2-2_multi_label_classification_eval.ipynb ├── 3-1_text_similarity_train.ipynb └── 3-2_text_similarity_eval.ipynb ├── chapter4 ├── 1_PromptEngineering.ipynb ├── 2-1_LoRA.ipynb ├── 2-2_LoRA.ipynb ├── 3-1_InstructionTuning.ipynb ├── 3-2_InstructionTuning.ipynb ├── 4-1_StableDiffusion.ipynb └── 4-2_StableDiffusion.ipynb ├── chapter5 ├── 1-1_rhlf-train.ipynb ├── 1-2_rlhf-eval.ipynb ├── 1-3_train-reward-model.ipynb ├── 1-4_rlhf-train-with-custom-rm.ipynb └── 1-5_rlhf-eval.ipynb └── misc └── cover.jpg /.gitignore: -------------------------------------------------------------------------------- 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