├── .github └── workflows │ └── deploy.yml ├── .gitignore ├── .obsidian ├── app.json ├── appearance.json ├── community-plugins.json ├── core-plugins-migration.json ├── core-plugins.json ├── plugins │ └── easy-typing-obsidian │ │ ├── data.json │ │ ├── main.js │ │ ├── manifest.json │ │ └── styles.css ├── themes │ └── Border │ │ ├── manifest.json │ │ └── theme.css ├── workspace.json └── workspaces.json ├── .vscode └── settings.json ├── README.md ├── assets └── thumbnail.png ├── docker-compose ├── Dockerfile ├── condarc ├── pip.conf └── start_container.sh ├── docs ├── _sidebar.md ├── appendix │ ├── appendix_index.md │ ├── env_config │ │ ├── env.md │ │ └── imgs │ │ │ ├── APPDATA.png │ │ │ ├── accept_license.png │ │ │ ├── base.png │ │ │ ├── conda_activate_env.png │ │ │ ├── conda_create_env.png │ │ │ ├── conda_init.png │ │ │ ├── conda_inited.png │ │ │ ├── conda_launcher.png │ │ │ ├── condarc.png │ │ │ ├── destination_folder.png │ │ │ ├── gnome_file_exploer.png │ │ │ ├── gnome_shell.png │ │ │ ├── installation_options.png │ │ │ ├── license.png │ │ │ ├── miniconda.png │ │ │ ├── miniconda_setting.png │ │ │ ├── more.png │ │ │ ├── new_pipini.png │ │ │ ├── prompt.png │ │ │ └── win_pipini.png │ └── tensorboard │ │ ├── TensorBoard.md │ │ └── imgs │ │ ├── embedding.png │ │ ├── graph.png │ │ ├── picture.png │ │ ├── scaler.png │ │ └── tensorflow.png ├── chapter1 │ ├── arrow_tour │ │ └── arrow_tour.md │ ├── custom_dataset │ │ └── custom_dataset.md │ ├── dataset_tour │ │ ├── datasets.md │ │ └── imgs │ │ │ ├── cmrc.png │ │ │ ├── cmrc_split.png │ │ │ ├── data_hub.png │ │ │ ├── datasets.png │ │ │ ├── ruozhiba.png │ │ │ └── ruozhiba_split.png │ ├── datasets_index.md │ └── features_tour │ │ └── features_tour.md ├── chapter2 │ ├── model │ │ └── auto_model │ │ │ ├── auto_model.md │ │ │ └── imgs │ │ │ └── models.png │ ├── pipelines │ │ ├── imgs │ │ │ ├── nlp_task.png │ │ │ └── pipeline.png │ │ └── pipelines.md │ ├── tokenizer │ │ ├── imgs │ │ │ ├── tokenize.png │ │ │ └── tokenizers.png │ │ ├── tokenizer_detail.md │ │ ├── tokenizer_fast.md │ │ ├── tokenizer_tour.md │ │ └── truncation_and_padding.md │ ├── trainer │ │ ├── callbacks │ │ │ └── callbacks.md │ │ ├── module2trainer │ │ │ ├── imgs │ │ │ │ └── module2trainer.jpg │ │ │ ├── module2trainer.ipynb │ │ │ └── module2trainer.md │ │ ├── trainer │ │ │ ├── imgs │ │ │ │ └── trainer.png │ │ │ └── trainer.md │ │ └── trainer_example │ │ │ ├── assets │ │ │ ├── stopwords.txt │ │ │ └── 数学原始数据.csv │ │ │ ├── imgs │ │ │ ├── graph.png │ │ │ ├── scaler.png │ │ │ ├── text.png │ │ │ └── word2vec.png │ │ │ ├── text.png │ │ │ ├── trainer_example.md │ │ │ └── word2vec_exaple.ipynb │ └── transformers_index.md ├── chapter3 │ ├── adalora_tour │ │ ├── adalora_tour.md │ │ └── imgs │ │ │ └── SVD.png │ ├── ia3_tour │ │ ├── ia3_tour.md │ │ └── imgs │ │ │ └── IA3.png │ ├── lora_tour │ │ ├── imgs │ │ │ └── lora.png │ │ └── lora_tour.md │ ├── p_tuning_tour │ │ ├── imgs │ │ │ ├── example.png │ │ │ └── p_tuning.png │ │ └── p_tuning_tour.md │ ├── peft_index.md │ ├── peft_tour │ │ ├── imgs │ │ │ ├── lora.png │ │ │ ├── lora_config.png │ │ │ └── peft.png │ │ └── peft_tour.md │ ├── prefix_tuning_tour │ │ ├── imgs │ │ │ ├── prefix_example.png │ │ │ └── prefix_tuning.png │ │ └── prefix_tuning_tour.md │ └── prompt_tuning_tour │ │ ├── imgs │ │ └── prompt_tuning.png │ │ └── prompt_tuning_tour.md ├── chapter5 │ ├── ddpm │ │ ├── ddpm_math.md │ │ └── imgs │ │ │ ├── ddpm.png │ │ │ ├── forward_noise_copy.png │ │ │ └── forward_noised.png │ └── diffusers_index.md ├── chapter6 │ ├── cmrc │ │ └── imgs │ │ │ └── qas.png │ ├── code_index.md │ ├── container-detr │ │ ├── container-detr.ipynb │ │ ├── container-detr.md │ │ └── imgs │ │ │ └── object-detection.png │ ├── ddpm-unet-mnist │ │ ├── ddpm-unet-mnist.md │ │ └── imgs │ │ │ ├── demo.png │ │ │ ├── noised.png │ │ │ ├── sora.jpg │ │ │ └── unet.jpeg │ ├── financial_report │ │ ├── financial_report.md │ │ ├── financial_report.py │ │ └── imgs │ │ │ └── qwen2.png │ ├── image_classification │ │ ├── image_classification.md │ │ ├── image_classification.py │ │ └── imgs │ │ │ └── image_classification.png │ ├── mlcoftc │ │ ├── imgs │ │ │ ├── score.png │ │ │ ├── test.png │ │ │ ├── text-classification.png │ │ │ └── train.png │ │ ├── multi-label-classification-of-toxic-comments.ipynb │ │ └── multi-label-classification-of-toxic-comments.md │ ├── text-summary │ │ ├── imgs │ │ │ └── text-summary.png │ │ ├── text-summary.ipynb │ │ └── text-summary.md │ ├── text_classification │ │ ├── imgs │ │ │ └── qwen2.png │ │ └── text_classification.md │ └── translation │ │ ├── imgs │ │ └── translation.png │ │ ├── translation.ipynb │ │ └── translation.md ├── chapter7 │ ├── gradio │ │ ├── gradio_layout.md │ │ ├── gradio_tour.md │ │ └── imgs │ │ │ ├── coulmn.png │ │ │ ├── equal_height.png │ │ │ ├── gradio.png │ │ │ ├── layout.jpg │ │ │ ├── live_rebuild.gif │ │ │ ├── nesting.png │ │ │ ├── row.png │ │ │ ├── show_progress.png │ │ │ └── visible.png │ └── gradio_index.md ├── chapter8 │ ├── bert │ │ ├── configuration │ │ │ └── configuration.md │ │ ├── modeling │ │ │ └── modeling.md │ │ └── tokenization │ │ │ └── tokenization.md │ ├── repositories │ │ ├── assests │ │ │ ├── structure_mindmap.drawio │ │ │ └── structure_mindmap.pdf │ │ ├── imgs │ │ │ ├── structure_mindmap.png │ │ │ └── transformers.png │ │ └── repositories.md │ └── repositories_index.md ├── index.md └── rep_index │ ├── images_brand_logos_hf-logo-with-white-title.png │ ├── map.png │ ├── nav.png │ └── unlock-hf.smm ├── mkdocs.yml ├── overides └── partials │ └── comments.html └── requirements.yml /.github/workflows/deploy.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datawhalechina/unlock-hf/HEAD/.github/workflows/deploy.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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