{"id":40871859,"url":"https://github.com/datawhalechina/hand-bert","last_synced_at":"2026-01-22T00:41:12.797Z","repository":{"id":263172330,"uuid":"886200652","full_name":"datawhalechina/hand-bert","owner":"datawhalechina","description":"Building BERT Model with PyTorch","archived":false,"fork":false,"pushed_at":"2024-12-09T16:21:15.000Z","size":176,"stargazers_count":18,"open_issues_count":0,"forks_count":5,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-05T01:33:55.455Z","etag":null,"topics":["bert-model"],"latest_commit_sha":null,"homepage":"","language":"Python","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":"2024-11-10T13:20:28.000Z","updated_at":"2025-03-28T15:49:22.000Z","dependencies_parsed_at":"2024-12-05T10:30:29.543Z","dependency_job_id":null,"html_url":"https://github.com/datawhalechina/hand-bert","commit_stats":null,"previous_names":["day333/hand-bert"],"tags_count":0,"template":false,"template_full_name":"datawhalechina/repo-template","purl":"pkg:github/datawhalechina/hand-bert","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datawhalechina%2Fhand-bert","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datawhalechina%2Fhand-bert/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datawhalechina%2Fhand-bert/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datawhalechina%2Fhand-bert/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/datawhalechina","download_url":"https://codeload.github.com/datawhalechina/hand-bert/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datawhalechina%2Fhand-bert/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28648460,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-21T21:29:11.980Z","status":"ssl_error","status_checked_at":"2026-01-21T21:24:31.872Z","response_time":86,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["bert-model"],"created_at":"2026-01-22T00:41:12.229Z","updated_at":"2026-01-22T00:41:12.787Z","avatar_url":"https://github.com/datawhalechina.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Hand-Bert\n\n或许你早就多次听说过BERT的鼎鼎大名，但你真的了解BERT吗，不如借这个机会，我们一起来看看BERT到底是如何实现的。我们将从基础的概念出发，逐步深入到BERT的每一个细节，你将学习如何从头开始构建BERT模型。\n\n## 目录\n\n1. 引言\n    - [1.1 Bert介绍](\u003cdocs/1引言/1.1 Bert介绍.md\u003e)\n2. 数据准备与预处理\n    - [2.1 数据准备](\u003cdocs/2 数据准备与预处理/2.1 数据准备.md\u003e)\n    - [2.2 数据预处理](\u003cdocs/2 数据准备与预处理/2.2 数据预处理.md\u003e)\n3. Bert模型构建\n    - [3.1 数据集定义](\u003cdocs/3 Bert模型构建/3.1 数据集定义.md\u003e)\n    - [3.2 模型框架构建](\u003cdocs/3 Bert模型构建/3.2 模型框架构建.md\u003e)\n4. Bert模型训练以及下游任务\n    - [4.1 Bert模型训练](\u003cdocs/4 Bert模型训练以及下游任务/4.1 Bert模型训练.md\u003e)\n    - [4.2 情感分析](\u003cdocs/4 Bert模型训练以及下游任务/4.2 情感分析.md\u003e)\n5. Transformer介绍\n    - [5.1 Transfomer结构](\u003cdocs/5 Transformer介绍/5.1 Transfomer结构.md\u003e)\n\n\n## 贡献者名单\n\n\n| 姓名 | 职责 | 简介 |\n| :----| :---- | :---- |\n| 丁奎业 | 项目负责人 | NLP爱好者 |\n\n\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","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatawhalechina%2Fhand-bert","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatawhalechina%2Fhand-bert","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatawhalechina%2Fhand-bert/lists"}