{"id":13994147,"url":"https://github.com/OpenBMB/CPM-Live","last_synced_at":"2025-07-22T18:33:33.411Z","repository":{"id":37415054,"uuid":"494776204","full_name":"OpenBMB/CPM-Live","owner":"OpenBMB","description":"Live Training for Open-source Big Models","archived":false,"fork":false,"pushed_at":"2023-05-30T09:08:02.000Z","size":1168,"stargazers_count":505,"open_issues_count":7,"forks_count":39,"subscribers_count":20,"default_branch":"master","last_synced_at":"2025-07-05T11:43:01.636Z","etag":null,"topics":["deep-learning","multi-task-learning","natural-language-generation","natural-language-processing","natural-language-understanding","nlp","parameter-efficient-learning","pretrained-language-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/OpenBMB.png","metadata":{"files":{"readme":"README-ZH.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}},"created_at":"2022-05-21T12:24:40.000Z","updated_at":"2025-07-04T07:39:21.000Z","dependencies_parsed_at":"2024-01-18T05:31:14.043Z","dependency_job_id":null,"html_url":"https://github.com/OpenBMB/CPM-Live","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/OpenBMB/CPM-Live","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OpenBMB%2FCPM-Live","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OpenBMB%2FCPM-Live/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OpenBMB%2FCPM-Live/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OpenBMB%2FCPM-Live/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/OpenBMB","download_url":"https://codeload.github.com/OpenBMB/CPM-Live/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OpenBMB%2FCPM-Live/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266552590,"owners_count":23947179,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-07-22T02:00:09.085Z","response_time":66,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"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":["deep-learning","multi-task-learning","natural-language-generation","natural-language-processing","natural-language-understanding","nlp","parameter-efficient-learning","pretrained-language-model"],"created_at":"2024-08-09T14:02:43.963Z","updated_at":"2025-07-22T18:33:28.392Z","avatar_url":"https://github.com/OpenBMB.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\n\u003ch1\u003eCPM-Live\u003c/h1\u003e\n\n**直播训练开源大模型**\n\n\u003cp align=\"center\"\u003e\n   \u003ca href=\"https://live.openbmb.org/\" target=\"_blank\"\u003e官方网站\u003c/a\u003e • \u003ca href=\"./plans/CPM-Live训练计划书.md\" target=\"_blank\"\u003e计划书\u003c/a\u003e • \u003ca href=\"https://github.com/OpenBMB/CPM-Live/discussions\"\u003e讨论区\u003c/a\u003e • \u003ca href=\"./README.md\" target=\"_blank\"\u003eEnglish\u003c/a\u003e\n\u003cbr\u003e\n\u003c/p\u003e\n\n\u003c/div\u003e\n\n## 动态\n- 2023/05/27 [CPM-Bee](https://github.com/OpenBMB/CPM-Bee) 发布了！\n- 2023/04/12 CPM-Ant 可以在[HuggingFace Transformers](https://huggingface.co/openbmb/cpm-ant-10b)中使用了！\n- 2022/10/12 中英双语模型 [CPM-Ant+](https://github.com/OpenBMB/CPM-Live/tree/cpm-ant-plus/cpm-live) 已经发布！除了能够生成中文/英文文本，现在模型还可以处理问答、摘要和翻译任务！\n- 2022/09/16 [CPM-Ant](https://github.com/OpenBMB/CPM-Live/tree/cpm-ant/cpm-live) 已经发布！\n- 2022/05/29 CPM-Live的训练今天启动! 详情请查看[训练动态](https://live.openbmb.org/home)。\n- 2022/05/25 CPM-Live的[训练计划](./plans/CPM-Live训练计划书.md)现已公布。期待训练开始!\n\n\n## 里程碑\n- **CPM-Bee** (2022/10/13-2023/05/27) [[代码](https://github.com/OpenBMB/CPM-Bee)][[模型](https://github.com/OpenBMB/CPM-Bee#%E6%A8%A1%E5%9E%8B)][[计划书](./plans/CPM-Bee训练计划书.md)]\n- **CPM-Ant+** (2022/08/05-2022/10/12) [[代码](https://github.com/OpenBMB/CPM-Live/tree/cpm-ant-plus/cpm-live)][[模型](https://github.com/OpenBMB/CPM-Live/tree/cpm-ant-plus/cpm-live#model-checkpoints)]\n- **CPM-Ant** (2022/05/29-2022/08/05) [[代码](https://github.com/OpenBMB/CPM-Live/tree/cpm-ant/cpm-live)][[模型](https://github.com/OpenBMB/CPM-Live/tree/cpm-ant/cpm-live#model-checkpoints)][[网站](https://live.openbmb.org/ant)][[博客](https://www.openbmb.org/en/community/blogs/blogpage?id=98afef2ce45f4fe9a4bc15a66d7ccb92)][[计划书](./plans/CPM-Ant训练计划书.md)]\n\n## 训练计划\n考虑到数据和计算资源的规模，CPM-Live将从10B模型开始训练并持续学习。\n\n### 在训练过程中，我们将进行：\n\n- **实时**：显示模型训练指标\n- **每天**：发布模型训练日志\n- **每周**：处理社区的讨论和反馈\n- **不定期**：在模型训练期间发布允许公开下载的检查点\n\n\n### 在训练期间你可以：\n\n- **提出你的模型倡议**：对模型架构、训练方法或数据源有好的想法？你可以在社区里提出你的模型倡议。如果该倡议得到更多的支持并且实际可行，我们将把它添加到我们正在训练的模型中，这样CPM-Live就可以在大家的帮助下不断学习和进步。\n\n- **开发你的应用程序**：基于CPM-Live，你可以向社区提交你初期想法、原型、开发代码或完成的应用程序。我们将在网站上展示最受欢迎的应用程序。\n\n- **在论坛上聊天**：你可以在我们的论坛上谈论任何与大模型有关的话题，如学术研究、工程实现、工具使用、应用设计等。无论你是否有经验，我们相信每个人都可以从积极和开放的讨论中受益。\n\n- **下载资源**：模型训练完成后，你可以在开放使用许可下自由下载模型参数。CPM-Live使用的是包括商业化许可的开放许可。通过模型压缩和推理加速工具，你可以在自己的电脑上体验大模型的威力!\n\n\n\n## 社区\n\n我们的[社区](https://github.com/OpenBMB/CPM-Live/discussions) 基于GitHub Discussions。\n\n阅读[第一篇帖子](https://github.com/OpenBMB/CPM-Live/discussions/1)，开始你对CPM-Live的探索吧！\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FOpenBMB%2FCPM-Live","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FOpenBMB%2FCPM-Live","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FOpenBMB%2FCPM-Live/lists"}