{"id":19262919,"url":"https://github.com/datawhalechina/unlock-hf","last_synced_at":"2026-03-02T05:03:42.244Z","repository":{"id":244120508,"uuid":"812657480","full_name":"datawhalechina/unlock-hf","owner":"datawhalechina","description":"解锁HuggingFace生态的百般用法","archived":false,"fork":false,"pushed_at":"2024-12-14T05:27:12.000Z","size":103186,"stargazers_count":88,"open_issues_count":8,"forks_count":13,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-04-05T01:33:56.725Z","etag":null,"topics":["datawhale","nlp","transformers","tutorial"],"latest_commit_sha":null,"homepage":"https://moyanxinxu.github.io/unlock-hf/","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/datawhalechina.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-06-09T14:15:03.000Z","updated_at":"2025-04-02T02:58:35.000Z","dependencies_parsed_at":"2024-10-26T23:30:02.941Z","dependency_job_id":null,"html_url":"https://github.com/datawhalechina/unlock-hf","commit_stats":null,"previous_names":["datawhalechina/unlock-hf"],"tags_count":0,"template":false,"template_full_name":"datawhalechina/repo-template","purl":"pkg:github/datawhalechina/unlock-hf","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datawhalechina%2Funlock-hf","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datawhalechina%2Funlock-hf/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datawhalechina%2Funlock-hf/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datawhalechina%2Funlock-hf/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/datawhalechina","download_url":"https://codeload.github.com/datawhalechina/unlock-hf/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datawhalechina%2Funlock-hf/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29993069,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-02T01:47:34.672Z","status":"online","status_checked_at":"2026-03-02T02:00:07.342Z","response_time":60,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["datawhale","nlp","transformers","tutorial"],"created_at":"2024-11-09T19:34:04.485Z","updated_at":"2026-03-02T05:03:40.489Z","avatar_url":"https://github.com/datawhalechina.png","language":"HTML","readme":"# Unlock-HuggingFace\n\n近年来，自然语言处理（NLP）领域随着 Transformer 架构的出现取得了突破性进展，HuggingFace 作为 NLP 社区的重要力量，提供了海量的预训练模型和众多强大易用的函数库，极大地降低了 NLP 应用开发的门槛。\n\n本项目旨在为学习者提供深入学习 HuggingFace😊 生态系统的教程，并通过完成生动有趣的具体项目提升学习者实践水平。\n\n[unlock-hf在线阅读链接](https://moyanxinxu.github.io/unlock-hf/)\n\n## 内容导航\n\n内容大纲大致为:\n\n![banner](./docs/rep_index/nav.png)\n\n| 章节   | 内容                     | 备注                                 |\n| :----- | :----------------------- | :----------------------------------- |\n| 前言   | NLP与HuggingFace整体介绍 | 包括环境配置                         |\n| 第一章 | Datasets工具             |                                      |\n| 第二章 | Transformers工具         | Pipeline工具,Tokenizer工具,Model工具 |\n| 第三章 | PEFT工具                 |                                      |\n| 第四章 | Evaluate工具             |                                      |\n| 第五章 | Diffusers工具            |                                      |\n| 第六章 | 项目案例                 |                                      |\n| 第七章 | Gradio工具               |                                      |\n\n\u003cdetails\u003e\n    \u003csummary\u003e\n        大纲具体内容\n    \u003c/summary\u003e\n\n![map](./docs/rep_index/map.png)\n\u003c/details\u003e\n\n## 参与贡献\n\n- 如果你想参与到项目中来欢迎查看项目的 [Issue](https://github.com/datawhalechina/unlock-hf/issues) 查看没有被分配的任务✨。\n- 如果你发现了一些问题，欢迎在 [Issue](https://github.com/datawhalechina/unlock-hf/issues) 中进行反馈🐛。\n\n如果你对 Datawhale 很感兴趣并想要发起一个新的项目，欢迎查看 [Datawhale 贡献指南](https://github.com/datawhalechina/DOPMC#%E4%B8%BA-datawhale-%E5%81%9A%E5%87%BA%E8%B4%A1%E7%8C%AE)。\n\n## 贡献者名单\n\n| 姓名   | 职责                   | 简介               |\n| :----- | :--------------------- | :----------------- |\n| 田健翔 | 项目负责人             | 内容创作者 |\n\n- PEFT\n    - LoRa：@[鑫民](https://github.com/fancyboi999)\n    - AdaLoRa：@[鑫民](https://github.com/fancyboi999)\n    - IA3：@[鑫民](https://github.com/fancyboi999)\n    - Prefix-Tuning：@[鑫民](https://github.com/fancyboi999)\n    - prompt-Tuning：@[鑫民](https://github.com/fancyboi999)\n    - P-Tuning：@[鑫民](https://github.com/fancyboi999)\n- 代码案例\n    - 图像分类: @[陈相斌](https://github.com/chenxinxi)\n\n项目保姆(o^^o)：高增玉\n\n负责人联系邮箱📫:\n\u003cwwxy.mail@gmail.com\u003e\n\n## 关注我们\n\n\u003cdiv align=center\u003e\n\u003cp\u003e扫描下方二维码关注公众号：Datawhale\u003c/p\u003e\n\u003cimg src=\"https://raw.githubusercontent.com/datawhalechina/pumpkin-book/master/res/qrcode.jpeg\" width = \"180\" height = \"180\"\u003e\n\u003c/div\u003e\n\n## LICENSE\n\n\u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc-sa/4.0/\"\u003e\u003cimg alt=\"知识共享许可协议\" style=\"border-width:0\" src=\"https://img.shields.io/badge/license-CC%20BY--NC--SA%204.0-lightgrey\" /\u003e\u003c/a\u003e\u003cbr /\u003e本作品采用\u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc-sa/4.0/\"\u003e知识共享署名-非商业性使用-相同方式共享 4.0 国际许可协议\u003c/a\u003e进行许可。\n\n*注：默认使用CC 4.0协议，也可根据自身项目情况选用其他协议*\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatawhalechina%2Funlock-hf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatawhalechina%2Funlock-hf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatawhalechina%2Funlock-hf/lists"}