{"id":124840,"url":"https://github.com/zjunlp/EasyInstruct","last_synced_at":"2026-06-03T08:02:48.023Z","repository":{"id":148764154,"uuid":"610618451","full_name":"zjunlp/EasyInstruct","owner":"zjunlp","description":"[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.","archived":false,"fork":false,"pushed_at":"2024-12-23T15:51:29.000Z","size":19520,"stargazers_count":409,"open_issues_count":1,"forks_count":37,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-12-20T10:29:27.695Z","etag":null,"topics":["api","chain-of-thought","chatgpt","easyinstruct","gpt","gpt-3","in-context-learning","instructions","knowlm","large-language-models","llama","multimodal","prompt","prompting","pypy-library","python","reasoning","tool"],"latest_commit_sha":null,"homepage":"https://zjunlp.github.io/project/EasyInstruct","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zjunlp.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2023-03-07T06:11:27.000Z","updated_at":"2025-12-19T06:56:50.000Z","dependencies_parsed_at":"2023-05-28T21:45:10.177Z","dependency_job_id":"f22c1e58-f1b4-41f6-81d6-0352483e9aa7","html_url":"https://github.com/zjunlp/EasyInstruct","commit_stats":{"total_commits":188,"total_committers":17,"mean_commits":"11.058823529411764","dds":0.5372340425531915,"last_synced_commit":"7c5bee10d19d77c20727006d0a47a24771e4e21f"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/zjunlp/EasyInstruct","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zjunlp","download_url":"https://codeload.github.com/zjunlp/EasyInstruct/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28016991,"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":"2025-12-25T02:00:05.988Z","response_time":58,"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"}},"owner":{"login":"zjunlp","name":"ZJUNLP","uuid":"41887875","kind":"organization","description":"A NLP \u0026 KG Group of  Zhejiang  University","email":null,"website":"http://zjukg.org","location":"China","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/41887875?v=4","repositories_count":19,"last_synced_at":"2023-03-04T16:35:38.683Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/zjunlp","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-14T21:05:57.829Z","updated_at":"2023-03-04T16:35:38.755Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zjunlp","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zjunlp/repositories"},"packages":[{"id":6616613,"name":"easyinstruct","ecosystem":"pypi","description":"An Easy-to-use Instruction Processing Framework for Large Language Models.","homepage":"https://github.com/zjunlp/EasyInstruct","licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/zjunlp/EasyInstruct","keywords_array":["AI","NLP","instruction","language model"],"namespace":null,"versions_count":8,"first_release_published_at":"2023-03-20T05:30:07.000Z","latest_release_published_at":"2024-02-06T05:53:16.000Z","latest_release_number":"0.1.2","last_synced_at":"2026-01-15T08:07:09.926Z","created_at":"2023-03-20T05:37:39.053Z","updated_at":"2026-01-15T08:07:09.926Z","registry_url":"https://pypi.org/project/easyinstruct/","install_command":"pip install easyinstruct --index-url https://pypi.org/simple","documentation_url":"https://easyinstruct.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Intended Audience :: Developers","Intended Audience :: Education","Intended Audience :: Science/Research","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.7","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9"],"normalized_name":"easyinstruct","project_status":null},"repo_metadata":{"id":148764154,"uuid":"610618451","full_name":"zjunlp/EasyInstruct","owner":"zjunlp","description":"[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.","archived":false,"fork":false,"pushed_at":"2024-12-23T15:51:29.000Z","size":19520,"stargazers_count":409,"open_issues_count":1,"forks_count":37,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-12-20T10:29:27.695Z","etag":null,"topics":["api","chain-of-thought","chatgpt","easyinstruct","gpt","gpt-3","in-context-learning","instructions","knowlm","large-language-models","llama","multimodal","prompt","prompting","pypy-library","python","reasoning","tool"],"latest_commit_sha":null,"homepage":"https://zjunlp.github.io/project/EasyInstruct","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zjunlp.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2023-03-07T06:11:27.000Z","updated_at":"2025-12-19T06:56:50.000Z","dependencies_parsed_at":"2023-05-28T21:45:10.177Z","dependency_job_id":"f22c1e58-f1b4-41f6-81d6-0352483e9aa7","html_url":"https://github.com/zjunlp/EasyInstruct","commit_stats":{"total_commits":188,"total_committers":17,"mean_commits":"11.058823529411764","dds":0.5372340425531915,"last_synced_commit":"7c5bee10d19d77c20727006d0a47a24771e4e21f"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/zjunlp/EasyInstruct","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zjunlp","download_url":"https://codeload.github.com/zjunlp/EasyInstruct/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28016991,"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":"2025-12-25T02:00:05.988Z","response_time":58,"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"},"owner_record":{"login":"zjunlp","name":"ZJUNLP","uuid":"41887875","kind":"organization","description":"A NLP \u0026 KG Group of  Zhejiang  University","email":null,"website":"http://zjukg.org","location":"China","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/41887875?v=4","repositories_count":19,"last_synced_at":"2023-03-04T16:35:38.683Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/zjunlp","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-14T21:05:57.829Z","updated_at":"2023-03-04T16:35:38.755Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zjunlp","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zjunlp/repositories"},"tags":[]},"repo_metadata_updated_at":"2026-01-04T10:19:46.153Z","dependent_packages_count":0,"downloads":80,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":14.314359023092274,"dependent_repos_count":21.534861440080295,"dependent_packages_count":10.125576461732065,"stargazers_count":4.443578657290825,"forks_count":8.106587600258486,"docker_downloads_count":null,"average":11.70499263649079},"purl":"pkg:pypi/easyinstruct","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/easyinstruct","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/easyinstruct","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/easyinstruct/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T17:36:10.366Z","issues_count":21,"pull_requests_count":7,"avg_time_to_close_issue":317918.6842105263,"avg_time_to_close_pull_request":421490.0,"issues_closed_count":19,"pull_requests_closed_count":7,"pull_request_authors_count":6,"issue_authors_count":21,"avg_comments_per_issue":2.2857142857142856,"avg_comments_per_pull_request":0.5714285714285714,"merged_pull_requests_count":6,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":6,"past_year_pull_requests_count":1,"past_year_avg_time_to_close_issue":716517.5,"past_year_avg_time_to_close_pull_request":313627.0,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":1,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":6,"past_year_avg_comments_per_issue":1.6666666666666667,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":1,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/easyinstruct/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/easyinstruct/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/easyinstruct/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/easyinstruct/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/easyinstruct/codemeta","maintainers":[{"uuid":"gooodte","login":"gooodte","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/gooodte/","role":"Maintainer","created_at":"2023-03-20T05:42:44.045Z","updated_at":"2023-03-20T05:42:44.045Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/gooodte/packages"},{"uuid":"OE-Heart","login":"OE-Heart","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/OE-Heart/","role":"Owner","created_at":"2023-03-20T05:42:43.786Z","updated_at":"2023-03-20T05:42:43.786Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/OE-Heart/packages"},{"uuid":"shengyumao","login":"shengyumao","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/shengyumao/","role":null,"created_at":"2023-05-15T18:48:52.471Z","updated_at":"2023-05-15T18:48:52.471Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/shengyumao/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":776797,"maintainers_count":329396,"namespaces_count":0,"keywords_count":254281,"github":"pypi","metadata":{"funded_packages_count":52062},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2026-01-16T05:25:46.806Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":1640328,"full_name":"zjunlp/EasyInstruct","default_branch":"main","total_commits":190,"total_committers":15,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":12.666666666666666,"dds":0.4789473684210527,"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2026-01-14T11:07:11.617Z","last_synced_commit":"3291a683946c713e9b11ecf3517e03bf63629f92","created_at":"2024-07-25T15:38:15.435Z","updated_at":"2026-01-14T11:06:57.983Z","committers":[{"name":"OE-Heart","email":"leoouyixin@126.com","login":"OE-Heart","count":99},{"name":"Eric","email":"zhangningyu16900@vip.qq.com","login":"zxlzr","count":31},{"name":"guihonghao","email":"1248614358@qq.com","login":"guihonghao","count":18},{"name":"bizhen","email":"35422945+bizhen46766","login":"bizhen46766","count":9},{"name":"519297864","email":"519297864@qq.com","login":"xzwyyd","count":8},{"name":"shengyumao","email":"shengyu@zju.edu.cn","login":"shengyumao","count":4},{"name":"Shuofei Qiao","email":"920722741@qq.com","login":"GoooDte","count":4},{"name":"Shawn Ru","email":"rushawn818@gmail.com","login":"R10836","count":4},{"name":"姜一诺","email":"yinuo@jiangyinuodeMacBook-Pro.local","login":null,"count":4},{"name":"flow3rdown","email":"1270494832@qq.com","login":"flow3rdown","count":3},{"name":"wakawaka111","email":"1774184632@qq.com","login":"wakawaka111","count":2},{"name":"coderxyd","email":"39331276+coderxyd","login":"coderxyd","count":1},{"name":"Xiang Chen","email":"chenxiang_nj@outlook.com","login":"njcx-ai","count":1},{"name":"TuBG","email":"304611178@qq.com","login":"TuBG","count":1},{"name":"Ikko Eltociear Ashimine","email":"eltociear@gmail.com","login":"eltociear","count":1}],"past_year_committers":[],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-01-14T01:12:55.458Z","repositories_count":6164545,"commits_count":932773682,"contributors_count":36252760,"owners_count":1137423,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues":{"table":{"full_name":"zjunlp/EasyInstruct","html_url":"https://github.com/zjunlp/EasyInstruct","last_synced_at":"2025-08-31T17:36:10.366Z","status":null,"issues_count":21,"pull_requests_count":7,"avg_time_to_close_issue":317918.6842105263,"avg_time_to_close_pull_request":421490.0,"issues_closed_count":19,"pull_requests_closed_count":7,"pull_request_authors_count":6,"issue_authors_count":21,"avg_comments_per_issue":2.2857142857142856,"avg_comments_per_pull_request":0.5714285714285714,"merged_pull_requests_count":6,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":6,"past_year_pull_requests_count":1,"past_year_avg_time_to_close_issue":716517.5,"past_year_avg_time_to_close_pull_request":313627.0,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":1,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":6,"past_year_avg_comments_per_issue":1.6666666666666667,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":1,"created_at":"2023-05-15T09:37:14.846Z","updated_at":"2025-09-03T05:34:40.124Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/zjunlp%2FEasyInstruct/issues","issue_labels_count":{"table":{"question":6,"bug":1}},"pull_request_labels_count":{"table":{"enhancement":2}},"issue_author_associations_count":{"table":{"NONE":22}},"pull_request_author_associations_count":{"table":{"CONTRIBUTOR":4,"NONE":2}},"issue_authors":{"table":{"stepankulakoff":3,"1258479722":1,"myfish123456789":1,"shaowen310":1,"thangld201":1,"OutdoorManofML":1,"krrishdholakia":1,"kanswer":1,"s95huang":1,"Carl-Manstein":1,"waltonfuture":1,"SetonLiang":1,"hangchen426926":1,"fireSunset":1,"Felix0805":1,"jessyford":1,"guoliangxie123":1,"XnibyH":1,"munian08":1,"whm233":1}},"pull_request_authors":{"table":{"R10836":2,"xzwyyd":2,"krrishdholakia":1,"eltociear":1}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-01-10T00:00:36.407Z","repositories_count":12711522,"issues_count":35969335,"pull_requests_count":118136916,"authors_count":11082382,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"}},"past_year_issue_labels_count":{"table":{}},"past_year_pull_request_labels_count":{"table":{}},"past_year_issue_author_associations_count":{"table":{"NONE":1}},"past_year_pull_request_author_associations_count":{"table":{}},"past_year_issue_authors":{"table":{"SetonLiang":1}},"past_year_pull_request_authors":{"table":{}},"maintainers":[],"active_maintainers":[]}},"events":{"total":{"IssuesEvent":13,"WatchEvent":43,"IssueCommentEvent":12,"PushEvent":3,"PullRequestEvent":2,"ForkEvent":2},"last_year":{"IssuesEvent":1,"WatchEvent":19,"IssueCommentEvent":1,"ForkEvent":1}},"keywords":["api","chain-of-thought","chatgpt","easyinstruct","gpt","gpt-3","in-context-learning","instructions","knowlm","large-language-models","llama","multimodal","prompt","prompting","pypy-library","python","reasoning","tool"],"dependencies":[],"score":13.155024159643878,"created_at":"2024-07-25T15:26:14.131Z","updated_at":"2026-06-03T08:02:48.023Z","avatar_url":"https://github.com/zjunlp.png","language":"Python","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/124840","html_url":"https://summary.ecosyste.ms/projects/124840"}