{"id":124137,"url":"https://github.com/hiyouga/LlamaFactory","last_synced_at":"2026-06-02T11:30:33.145Z","repository":{"id":170326571,"uuid":"646410686","full_name":"hiyouga/LlamaFactory","owner":"hiyouga","description":"Unified Efficient Fine-Tuning of 100+ LLMs \u0026 VLMs (ACL 2024)","archived":false,"fork":false,"pushed_at":"2026-05-26T15:49:21.000Z","size":13401,"stargazers_count":71668,"open_issues_count":1021,"forks_count":8755,"subscribers_count":338,"default_branch":"main","last_synced_at":"2026-05-28T09:04:37.724Z","etag":null,"topics":["agent","ai","deepseek","fine-tuning","gemma","gpt","instruction-tuning","large-language-models","llama","llama3","llm","lora","moe","nlp","peft","qlora","quantization","qwen","rlhf","transformers"],"latest_commit_sha":null,"homepage":"https://llamafactory.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hiyouga.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":".github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":".github/SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2023-05-28T10:09:12.000Z","updated_at":"2026-05-28T08:52:18.000Z","dependencies_parsed_at":"2023-09-22T09:13:53.093Z","dependency_job_id":"4dbd8feb-f2b4-4527-91f0-f94d3d5b271b","html_url":"https://github.com/hiyouga/LlamaFactory","commit_stats":{"total_commits":2116,"total_committers":136,"mean_commits":"15.558823529411764","dds":"0.20557655954631382","last_synced_commit":"581392fdd1d7aca39558e817350a90e7392162a8"},"previous_names":["hiyouga/llama-efficient-tuning","hiyouga/llama-factory"],"tags_count":35,"template":false,"template_full_name":null,"purl":"pkg:github/hiyouga/LlamaFactory","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hiyouga%2FLlamaFactory","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hiyouga%2FLlamaFactory/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hiyouga%2FLlamaFactory/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hiyouga%2FLlamaFactory/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hiyouga","download_url":"https://codeload.github.com/hiyouga/LlamaFactory/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hiyouga%2FLlamaFactory/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33687722,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-05-30T02:00:06.278Z","response_time":92,"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":"hiyouga","name":"hoshi-hiyouga","uuid":"16256802","kind":"user","description":"No code All live","email":"","website":"https://scholar.google.com/citations?user=QQtacXUAAAAJ\u0026hl=en","location":"Beijing, China","twitter":"zhengyw1999","company":"死んだ魚の目日照不足シャトルラン部","icon_url":"https://avatars.githubusercontent.com/u/16256802?u=9622ad4c25aa0a0bfc6dfac3db6bd0d7732c0f1e\u0026v=4","repositories_count":7,"last_synced_at":"2023-03-05T07:54:30.776Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/hiyouga","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-15T08:39:40.021Z","updated_at":"2023-03-05T07:54:30.837Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hiyouga","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hiyouga/repositories"},"packages":[],"commits":{"id":11615679,"full_name":"hiyouga/LlamaFactory","default_branch":"master","total_commits":2685,"total_committers":277,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":9.693140794223826,"dds":0.2964618249534451,"past_year_total_commits":367,"past_year_total_committers":92,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":3.989130434782609,"past_year_dds":0.6811989100817439,"last_synced_at":"2026-05-28T09:10:59.306Z","last_synced_commit":"01398eb18dd475a6e27c36f15b970aeacf0d4a60","created_at":"2026-02-09T08:11:15.390Z","updated_at":"2026-05-28T09:09:09.057Z","committers":[{"name":"hiyouga","email":"hiyouga@buaa.edu.cn","login":"hiyouga","count":1889},{"name":"BUAADreamer","email":"1428195643@qq.com","login":"BUAADreamer","count":96},{"name":"Kingsley","email":"kingsleydodonow@gmail.com","login":"Kuangdd01","count":81},{"name":"codingma","email":"codingma@163.com","login":"codemayq","count":35},{"name":"浮梦","email":"46097299+frozenleaves","login":"frozenleaves","count":30},{"name":"marko1616","email":"marko1616@outlook.com","login":"marko1616","count":24},{"name":"jiaqiw09","email":"60021713+jiaqiw09","login":"jiaqiw09","count":17},{"name":"Hertz","email":"2267379130@qq.com","login":"isLinXu","count":15},{"name":"ZeYi Lin","email":"944270057@qq.com","login":"Zeyi-Lin","count":15},{"name":"MengqingCao","email":"cmq0113@163.com","login":"MengqingCao","count":11},{"name":"hzhaoy","email":"hzywong@gmail.com","login":"hzhaoy","count":11},{"name":"Xunpeng Xiao","email":"124695565+tangefly","login":"tangefly","count":10},{"name":"Jonery","email":"qijunluo@link.cuhk.edu.cn","login":"Ledzy","count":9},{"name":"xvxuopop","email":"127376094+xvxuopop","login":"xvxuopop","count":9},{"name":"Eric Tang","email":"46737979+erictang000","login":"erictang000","count":9},{"name":"xingjun.wang","email":"xingjun.wxj@alibaba-inc.com","login":"wangxingjun778","count":8},{"name":"khazic","email":"khazzz1c@gmail.com","login":"khazic","count":8},{"name":"KUANGDD","email":"kuangdd@buaa.edu.cn","login":"Bugmak3rK","count":7},{"name":"mMrBun","email":"2015711377@qq.com","login":"mMrBun","count":7},{"name":"yuze.zyz","email":"yuze.zyz@alibaba-inc.com","login":"tastelikefeet","count":7},{"name":"Johnny","email":"johnnync13@gmail.com","login":"johnnynunez","count":6},{"name":"sunyi0505","email":"1659275352@qq.com","login":"as12138","count":6},{"name":"Peilin Li","email":"JimmyPeilinLi@gmail.com","login":"JimmyPeilinLi","count":6},{"name":"Copilot","email":"198982749+Copilot","login":"Copilot","count":5},{"name":"shing100","email":"shing100@naver.com","login":"shing100","count":5},{"name":"Mark Mueller","email":"mark.mueller@inf.ethz.ch","login":null,"count":5},{"name":"ancv","email":"ancv@vnpay.vn","login":null,"count":5},{"name":"-.-","email":"wooooolpl@163.com","login":"yzoaim","count":4},{"name":"ylfeng","email":"ylfeng@ir.hit.edu.cn","login":"AlongWY","count":4},{"name":"huniu20","email":"huniumail@gmail.com","login":"huniu20","count":4},{"name":"Yuchen Han","email":"42163912+hannlp","login":"hannlp","count":4},{"name":"Vivek Iyer","email":"vivekbalasundaram@gmail.com","login":"Remorax","count":4},{"name":"Ting","email":"wtmlon@foxmail.com","login":"wtmlon","count":4},{"name":"Eli Costa","email":"87460497+EliMCosta","login":"EliMCosta","count":4},{"name":"Billy Cao","email":"aliencaocao@gmail.com","login":"aliencaocao","count":3},{"name":"JessyTsu1","email":"51992423+JessyTsu1","login":"JessyTsu1","count":3},{"name":"Katehuuh","email":"133996730+Katehuuh","login":"Katehuuh","count":3},{"name":"S3Studio","email":"Smallay.SSS@gmail.com","login":"S3Studio","count":3},{"name":"Shanay Mehta","email":"101552567+Shanay-Mehta","login":"Shanay-Mehta","count":3},{"name":"Tsumugii24","email":"2792474059@qq.com","login":"Tsumugii24","count":3},{"name":"Username_Full","email":"tohowtodoit@gmail.com","login":"UsernameFull","count":3},{"name":"Vo Van Phuc","email":"64146852+vovanphuc","login":"vovanphuc","count":3},{"name":"cocktailpeanut","email":"cocktailpeanuts@proton.me","login":"cocktailpeanut","count":3},{"name":"faddddeout","email":"39449491+injet-zhou","login":"injet-zhou","count":3},{"name":"grok","email":"42383434+NLPJCL","login":"NLPJCL","count":3},{"name":"moontidef","email":"53668275+relic-yuexi","login":"relic-yuexi","count":3},{"name":"sliderSun","email":"291952004@qq.com","login":"sliderSun","count":3},{"name":"“Wzw”","email":"15700181042@163.com","login":"YeQiuO","count":3},{"name":"A-Cepheus","email":"60658915+A-Cepheus","login":"A-Cepheus","count":3},{"name":"stephen","email":"stephen@gmail.com","login":"Stephen2s","count":3},{"name":"liudan","email":"403644786@qq.com","login":"LDLINGLINGLING","count":3},{"name":"yhyu13","email":"yohan680919@gmail.com","login":"yhyu13","count":3},{"name":"Xiaosu Zhu","email":"Xiaosu.Zhu@outlook.com","login":"xiaosu-zhu","count":3},{"name":"JieShen","email":"shenjiecn@qq.com","login":"JieShenAI","count":3},{"name":"cx2333","email":"99069487+cx2333-gt","login":"cx2333-gt","count":2},{"name":"leo-pony","email":"nengjunma@outlook.com","login":"leo-pony","count":2},{"name":"menibrief","email":"66391712+menibrief","login":"menibrief","count":2},{"name":"LincolnBurrows2017","email":"1607108966@qq.com","login":"LincolnBurrows2017","count":2},{"name":"Marco","email":"121761685+mlinmg","login":"mlinmg","count":2},{"name":"Ritesh Goru","email":"ritesh.goru@gmail.com","login":"BlackWingedKing","count":2},{"name":"ShaneTian","email":"42370681+ShaneTian","login":"ShaneTian","count":2},{"name":"Shawn Tao","email":"44957674+Shawn-Tao","login":"Shawn-Tao","count":2},{"name":"YC Chen","email":"ycc.tw.email@gmail.com","login":"GitYCC","count":2},{"name":"Haian Huang(深度眸)","email":"huanghaian@sensetime.com","login":"hhaAndroid","count":2},{"name":"Dennis Huang","email":"huangsiyuan20060408@hotmail.com","login":"ZMXJJ","count":2},{"name":"SnowCharm","email":"qiuyilun@u.nus.edu","login":"SnowCharmQ","count":2},{"name":"mrhaoxx","email":"mr.haoxx@gmail.com","login":"mrhaoxx","count":2},{"name":"shibingli@yeah.net","email":"shibingli@yeah.net","login":"shibingli","count":2},{"name":"simonJJJ","email":"821898965@qq.com","login":"simonJJJ","count":2},{"name":"statelesshz","email":"hzji210@gmail.com","login":"statelesshz","count":2},{"name":"wangshaofei","email":"wangshaofei.wsf@antgroup.com","login":"wangsff","count":2},{"name":"wangzhihong","email":"scse1082@126.com","login":"wzh1994","count":2},{"name":"xxddccaa","email":"137712826@qq.com","login":"xxddccaa","count":2},{"name":"马境远","email":"441194943@qq.com","login":"tsjyma","count":2},{"name":"SamgeShao","email":"samge720@gmail.com","login":"Samge0","count":2},{"name":"Johann-Peter Hartmann","email":"johann-peter.hartmann@mayflower.de","login":null,"count":2},{"name":"ldwang","email":"ftgreat@gmail.com","login":null,"count":2},{"name":"huangpan.foo","email":"huangpan.foo@bytedance.com","login":null,"count":2},{"name":"fanjunliang","email":"fanjunliang@sensetime.com","login":null,"count":2},{"name":"enji.zhou","email":"enji.zhou@amh-group.com","login":null,"count":2},{"name":"liuzc","email":"lzc410374@alibaba-inc.com","login":null,"count":2},{"name":"Yueqi Song","email":"141804823+yueqis","login":"yueqis","count":2},{"name":"HardAndHeavy","email":"hardandheavymetal@yandex.ru","login":"HardAndHeavy","count":2},{"name":"HJ","email":"92386084+JJJYmmm","login":"JJJYmmm","count":2},{"name":"Erich Schubert","email":"kno10","login":"kno10","count":2},{"name":"Cuiyn","email":"cuiyn6688@hotmail.com","login":"Cuiyn","count":2},{"name":"Zeju Qiu","email":"47625089+zqiu24","login":"zqiu24","count":2},{"name":"Chengcheng Pei","email":"chengchengpei@outlook.com","login":"chengchengpei","count":2},{"name":"Yaser Afshar","email":"yaser.afshar@intel.com","login":"yafshar","count":2},{"name":"0xez","email":"110299556+0xez","login":"0xez","count":2},{"name":"Akshat Sehgal","email":"34078596+akshatsehgal","login":"akshatsehgal","count":2},{"name":"Azalea","email":"22280294+hykilpikonna","login":"hykilpikonna","count":2},{"name":"Huiyu Chen","email":"huiyu.chen@shopee.com","login":"chenhuiyu","count":1},{"name":"Injae Ryou","email":"sts07142@naver.com","login":"sts07142","count":1},{"name":"JJJJerry","email":"1171215015@qq.com","login":"JJJJerry","count":1},{"name":"Jackey","email":"100291372+ctx289","login":"ctx289","count":1},{"name":"Edge-Seven","email":"143301646+Edge-Seven","login":"Edge-Seven","count":1},{"name":"ENg-122","email":"86090741+ENg-122","login":"ENg-122","count":1},{"name":"Dristanta Das","email":"dasdristanta13@gmail.com","login":"dasdristanta13","count":1},{"name":"DoubleWheat","email":"75414795+sijyy","login":"sijyy","count":1},{"name":"Dhia Eddine Rhaiem","email":"163106757+dhiaEddineRhaiem","login":"dhiaEddineRhaiem","count":1},{"name":"Dain Kim","email":"dannykm@naver.com","login":"danny980521","count":1},{"name":"Cui-yshoho","email":"73014084+Cui-yshoho","login":"Cui-yshoho","count":1},{"name":"Hao","email":"88525050+himalalps","login":"himalalps","count":1},{"name":"GuoCoder","email":"166698373+GuoCoder","login":"GuoCoder","count":1},{"name":"Guo, Quan","email":"1118270+guoquan","login":"guoquan","count":1},{"name":"Goalina","email":"15861868579@163.com","login":"Goalina","count":1},{"name":"Fallen Angel","email":"sunyuzhao960403@gmail.com","login":"lxsyz","count":1},{"name":"Jewon Lee","email":"105219284+je1lee","login":"je1lee","count":1},{"name":"Jianbai Ye","email":"jianbaiye@outlook.com","login":"gusye1234","count":1},{"name":"JiangNan","email":"1394485448@qq.com","login":"jnMetaCode","count":1},{"name":"Jiayi Mao","email":"77279783+MJy1023","login":"MJy1023","count":1},{"name":"Jinghuan Shang","email":"elicassion","login":"elicassion","count":1},{"name":"Jingsong-Yan","email":"75230787+Jingsong-Yan","login":"Jingsong-Yan","count":1},{"name":"刘一博","email":"liuyibo@khazics-MacBook-Pro.local","login":null,"count":1},{"name":"zhaonx96","email":"953608703@qq,com","login":null,"count":1},{"name":"yizhouChen","email":"3100505540@qq.com","login":null,"count":1},{"name":"steven","email":"sunzwj@digitalchina.com","login":null,"count":1},{"name":"liudan","email":"liudan@MacBook-Pro.local","login":null,"count":1},{"name":"junwooo.lee","email":"junwooo.lee@navercorp.com","login":null,"count":1},{"name":"jiongxuc","email":"joyce.chen@nokia-sbell.com","login":null,"count":1},{"name":"Tendo33","email":"sjf1998112@gamil.com","login":null,"count":1},{"name":"KUANGDD","email":"zhangjh2@act.buaa.edu.cn","login":null,"count":1},{"name":"Byron Hsu","email":"byronhsu1230@gmail.com","login":"ByronHsu","count":1},{"name":"Butui Hu","email":"hot123tea123@gmail.com","login":"hubutui","count":1},{"name":"Biao Wang","email":"92444005+Wangbiao2","login":"Wangbiao2","count":1},{"name":"Ben Feuer","email":"bf996@nyu.edu","login":"penfever","count":1},{"name":"Arthur Kim","email":"kimdwkimdw@gmail.com","login":"kimdwkimdw","count":1},{"name":"Amirreza A","email":"arjmandamirreza@gmail.com","login":"amrear","count":1},{"name":"Aman Gupta","email":"gupta.aman@gmail.com","login":"amangup","count":1},{"name":"Alfredo Luque","email":"alfredo.luque@airbnb.com","login":"iamthebot","count":1},{"name":"Aleksandr","email":"seoinetru@gmail.com","login":"seoeaa","count":1},{"name":"Adarsh Shirawalmath","email":"114558126+adarshxs","login":"adarshxs","count":1},{"name":"AbdelKarim ELJANDOUBI","email":"78537694+eljandoubi","login":"eljandoubi","count":1},{"name":"Kdump","email":"rootshellexp@gmail.com","login":"x22x22","count":1},{"name":"Changrui Chen","email":"geoffreychen777@gmail.com","login":"GeoffreyChen777","count":1},{"name":"Chenhao Zhang","email":"119648793+MING-ZCH","login":"MING-ZCH","count":1},{"name":"Cocoon-Break","email":"54054995+kuishou68","login":"kuishou68","count":1},{"name":"Joe Schoonover","email":"11430768+fluidnumerics-joe","login":"fluidnumerics-joe","count":1},{"name":"kkkl","email":"57311960+YUUUCC","login":"YUUUCC","count":1},{"name":"krli","email":"11769524+hawkli-1994","login":"hawkli-1994","count":1},{"name":"liu-zichen","email":"liuzichen@dbis.nankai.edu.cn","login":"liu-zichen","count":1},{"name":"luca-888","email":"55954511+luca-888","login":"luca-888","count":1},{"name":"lvzi","email":"39146704+lvzii","login":"lvzii","count":1},{"name":"mmbwf","email":"96833021+mmbwf","login":"mmbwf","count":1},{"name":"mrhan1993","email":"50648276+mrhan1993","login":"mrhan1993","count":1},{"name":"naem1023","email":"shpark@bhsn.ai","login":"naem1023","count":1},{"name":"neavo","email":"neavo@neavo.me","login":"neavo","count":1},{"name":"niuba","email":"niuba.zbz@gmail.com","login":"niuba","count":1},{"name":"piamo","email":"husteihp@163.com","login":"piamo","count":1},{"name":"pyx","email":"pengyixin20041103@gmail.com","login":"pyxnpyx","count":1},{"name":"qvlehao","email":"74954167+Qwtdgh","login":"Qwtdgh","count":1},{"name":"rabbit","email":"2503106553@QQ.com","login":"oldstree","count":1},{"name":"robertglools","email":"robertglools@gmail.com","login":"robertglools","count":1},{"name":"rumichi","email":"rumichi@latestal.com","login":"rumichi2210","count":1},{"name":"simulikeit","email":"63486284+simulikeit","login":"simulikeit","count":1},{"name":"curnane-lab","email":"fumingliangzzu@gmail.com","login":"curnane-lab","count":1},{"name":"cxy","email":"2630747598@qq.com","login":"XuanyuChen-SEU","count":1},{"name":"d","email":"913015993@qq.com","login":"dignfei","count":1},{"name":"davidlightmysterion","email":"ca2r0tXb0y@gmail.com","login":"davidlightmysterion","count":1},{"name":"ddddng","email":"98687016+ddddng","login":"ddddng","count":1},{"name":"donggang","email":"921904261@qq.com","login":"dongdongqiang2018","count":1},{"name":"engchina","email":"12236799+engchina","login":"engchina","count":1},{"name":"eruly","email":"maider030@gmail.com","login":"Eruly","count":1},{"name":"fenglui","email":"feng.lui1975@gmail.com","login":"fenglui","count":1},{"name":"fivehaitao","email":"97642261+fivehaitao","login":"fivehaitao","count":1},{"name":"flashJd","email":"jianyonghua@163.com","login":"flashJd","count":1},{"name":"gechengze","email":"34020535+gechengze","login":"gechengze","count":1},{"name":"golangboy","email":"golangboy@qq.com","login":"golangboy","count":1},{"name":"h7878778h","email":"34432324+h7878778h","login":"h7878778h","count":1},{"name":"jilongW","email":"109333127+jilongW","login":"jilongW","count":1},{"name":"juejuezi","email":"juejuezi.git@foxmail.com","login":"jue-jue-zi","count":1},{"name":"kahlun","email":"100249658+kahlun","login":"kahlun","count":1},{"name":"yinpu","email":"741456392@qq.com","login":"yinpu","count":1},{"name":"youkaichao","email":"youkaichao@gmail.com","login":"youkaichao","count":1},{"name":"younesbelkada","email":"younesbelkada@gmail.com","login":"younesbelkada","count":1},{"name":"yunhao-tech","email":"77528839+yunhao-tech","login":"yunhao-tech","count":1},{"name":"zhangzc","email":"2608882093@qq.com","login":"15797939668","count":1},{"name":"zhaohu xing","email":"920232796@qq.com","login":"920232796","count":1},{"name":"zhaonx","email":"953608703@qq.com","login":"zhaonx","count":1},{"name":"zhaop-l","email":"50993924+zhaop-l","login":"zhaop-l","count":1},{"name":"zhouwei","email":"363232733@qq.com","login":"zhou-wjjw","count":1},{"name":"zhuHQ","email":"zhqinsjtu@gmail.com","login":"zhuhanqing","count":1},{"name":"zhubin","email":"zhubinnju@outlook.com","login":"stephen-nju","count":1},{"name":"zxbsmk","email":"3028208898@qq.com","login":"ZhengJun-AI","count":1},{"name":"ゆり","email":"crystalinecohomology@gmail.com","login":"yurekami","count":1},{"name":"娄宗志","email":"112477963+louzongzhi","login":"louzongzhi","count":1},{"name":"胡翀","email":"1020327414@qq.com","login":"zzxzz12345","count":1},{"name":"蓝鲸123","email":"wuyongyu13@126.com","login":"wu-yy","count":1},{"name":"齐保元","email":"qibaoyuan@xiaomi.com","login":"qibaoyuan","count":1},{"name":"sirui.li","email":"48873278+lsrami","login":"lsrami","count":1},{"name":"stceum","email":"50257864+stceum","login":"stceum","count":1},{"name":"steveepreston","email":"bradfordrhamilton@outlook.com","login":"steveepreston","count":1},{"name":"superboy-zjc","email":"1826599908@qq.com","login":"superboy-zjc","count":1},{"name":"tao.jun","email":"76894920+mini-tiger","login":"mini-tiger","count":1},{"name":"taoharry","email":"liqingtan@126.com","login":"taoharry","count":1},{"name":"taohongsheng","email":"49047699+taohongsheng","login":"taohongsheng","count":1},{"name":"tc-mb","email":"157115220+tc-mb","login":"tc-mb","count":1},{"name":"thulyubh22","email":"139110039+Imbernoulli","login":"Imbernoulli","count":1},{"name":"tpoisonooo","email":"khj.application@aliyun.com","login":"tpoisonooo","count":1},{"name":"wangdepeng","email":"wangdepeng_yewu@cmss.chinamobile.com","login":"village-way","count":1},{"name":"wangzhan","email":"wangzhanxidian@outlook.com","login":"wangzhanxd","count":1},{"name":"wjunLu","email":"135617475+wjunLu","login":"wjunLu","count":1},{"name":"wyfdgg","email":"570029082@qq.com","login":"wyfdgg","count":1},{"name":"yanglele","email":"111259718+ymxyll","login":"ymxyll","count":1},{"name":"ybyang","email":"ybyang7@iflytek.com","login":"whybeyoung","count":1},{"name":"ycjcl868","email":"chaolinjin@gmail.com","login":"ycjcl868","count":1},{"name":"한송민","email":"tiranosm@gmail.com","login":"songminsns","count":1},{"name":"Octopus","email":"liyuan851277048@icloud.com","login":"octo-patch","count":1},{"name":"Oscar","email":"pha123661@gmail.com","login":"pha123661","count":1},{"name":"P. Clawmogorov","email":"pierrick.bkn@gmail.com","login":"Alm0stSurely","count":1},{"name":"Parag Ekbote","email":"thecoolekbote189@gmail.com","login":"ParagEkbote","count":1},{"name":"Peter Pan","email":"Peter.Pan@daocloud.io","login":"panpan0000","count":1},{"name":"Peter-Hamster","email":"68176073+Peter-Hamster","login":"Peter-Hamster","count":1},{"name":"Philip Ottesen","email":"phiott256@gmail.com","login":"pjo256","count":1},{"name":"Pory","email":"porykid@gmail.com","login":"poryfly","count":1},{"name":"Pádraic Slattery","email":"pgoslatara@gmail.com","login":"pgoslatara","count":1},{"name":"Q","email":"kinghuin@outlook.com","login":"kinghuin","count":1},{"name":"Qiaolin Yu","email":"liin1211@outlook.com","login":"Qiaolin-Yu","count":1},{"name":"Rayrtfr","email":"2384172887@qq.com","login":"Rayrtfr","count":1},{"name":"Redwood-Digital","email":"RedwoodDigitalLLC@gmail.com","login":"Redwood-Digital","count":1},{"name":"Remek Kinas","email":"62574431+rkinas","login":"rkinas","count":1},{"name":"Ricardo","email":"ricardolcao@gmail.com","login":"Ricardo-L-C","count":1},{"name":"Ruijie Hou","email":"154729589+RuijieH","login":"RuijieH","count":1},{"name":"Sachin Beldona","email":"34044296+AlphaBladez","login":"AlphaBladez","count":1},{"name":"Juanxi Tian","email":"103416111+tianshijing","login":"tianshijing","count":1},{"name":"Junu Moon(Fran)","email":"francomoon7@gmail.com","login":"junuMoon","count":1},{"name":"Junyou Su","email":"104712257+susjunyou","login":"susjunyou","count":1},{"name":"Ehco","email":"zh19960202@gmail.com","login":"Ehco1996","count":1},{"name":"Eric Chen","email":"54382303+ericdachen","login":"ericdachen","count":1},{"name":"Kenny Lam","email":"5083773+kennylam777","login":"kennylam777","count":1},{"name":"Kourosh Hakhamaneshi","email":"kourosh@anyscale.com","login":"kouroshHakha","count":1},{"name":"Lian Junhong","email":"69239617+T-Atlas","login":"T-Atlas","count":1},{"name":"Liang Ge","email":"lungothrin@gmail.com","login":"lungothrin","count":1},{"name":"LittleYanlin","email":"46060565+LittleYanlin","login":"LittleYanlin","count":1},{"name":"Liu Jiajun","email":"939282975@qq.com","login":"jasinliu","count":1},{"name":"Liuww","email":"49828783+liuwwang","login":"liuwwang","count":1},{"name":"Ma, Xiaochen","email":"mxch1122@126.com","login":"SunnyHaze","count":1},{"name":"Meng WANG","email":"49304833+Moenupa","login":"Moenupa","count":1},{"name":"Mikko Tukiainen","email":"mikko.tukiainen@amd.com","login":"mjkvaak-amd","count":1},{"name":"MyungHa Kwon","email":"kwonmha@gmail.com","login":"kwonmha","count":1},{"name":"Noah","email":"65912125+noahc1510","login":"noahc1510","count":1},{"name":"Ximing Xing","email":"ximingxing@gmail.com","login":"ximinng","count":1},{"name":"Xu Song","email":"xusong.vip@gmail.com","login":"xu-song","count":1},{"name":"Xu-pixel","email":"58813571+Xu-pixel","login":"Xu-pixel","count":1},{"name":"Xue Yadong","email":"152249791+Ataraxy33","login":"Ataraxy33","count":1},{"name":"Yanqing","email":"1901878+yyq","login":"yyq","count":1},{"name":"Yanyi Liu","email":"wolfsonliu@163.com","login":"liuyanyi","count":1},{"name":"Yimi81","email":"1548222878@qq.com","login":"Yimi81","count":1},{"name":"Yinlei Sun","email":"ginray0215@gmail.com","login":"Ginray","count":1},{"name":"Youngwoo Kim","email":"ywkim@apache.org","login":"youngwookim","count":1},{"name":"Yu Shi Jie","email":"yshijie1999@gmail.com","login":"ysjprojects","count":1},{"name":"Yutong Wu","email":"wytwyt200@gmail.com","login":"wyt2000","count":1},{"name":"Yuxuan Zhang","email":"2448370773@qq.com","login":"zRzRzRzRzRzRzR","count":1},{"name":"ZIYI ZENG","email":"1034337098@qq.com","login":"ZiyiTsang","count":1},{"name":"ZhangChuanhui","email":"57099533+zhangch-ss","login":"zhangch-ss","count":1},{"name":"Zxilly","email":"31370133+Zxilly","login":"Zxilly","count":1},{"name":"anvie","email":"robinsyihab@gmail.com","login":"anvie","count":1},{"name":"beat4ocean","email":"beat4ocean@gmail.com","login":"beat4ocean","count":1},{"name":"Saiya","email":"61036677+Kiko-RWan","login":"Kiko-RWan","count":1},{"name":"Santosh Bhavani","email":"santosh.bhavani@live.com","login":"sbhavani","count":1},{"name":"Shaowen Wang","email":"wangsw5653@gmail.com","login":"Outsider565","count":1},{"name":"Shiyu Zhang","email":"328574108@qq.com","login":"aofengdaxia","count":1},{"name":"SirlyDreamer","email":"45280500+SirlyDreamer","login":"SirlyDreamer","count":1},{"name":"SnowFox4004","email":"101725770+SnowFox4004","login":"SnowFox4004","count":1},{"name":"SrWYG","email":"SrWYG","login":"SrWYG","count":1},{"name":"Steven sun","email":"98230804+Tuyohai","login":"Tuyohai","count":1},{"name":"StrangeBytesDev","email":"dev@strangebytes.org","login":"StrangeBytesDev","count":1},{"name":"Tai An","email":"antai12232931@outlook.com","login":"Anai-Guo","count":1},{"name":"Tendo33","email":"sjf1998112@gmail.com","login":"Tendo33","count":1},{"name":"Uminosachi","email":"49424133+Uminosachi","login":"Uminosachi","count":1},{"name":"Valerio Mariani","email":"valeriomariani52@gmail.com","login":"sd3ntato","count":1},{"name":"Weize Liu","email":"78871780+Attention-is-All-I-Need","login":"Attention-is-All-I-Need","count":1},{"name":"Wu Wenhao","email":"73107878+d3do-23","login":"d3do-23","count":1},{"name":"XLXW","email":"xlxw@xlxw.org","login":"xlxwalex","count":1},{"name":"XYZliang","email":"zliang.std@gmail.com","login":"XYZliang","count":1},{"name":"billvsme","email":"994171686@qq.com","login":"billvsme","count":1}],"past_year_committers":[{"name":"Yaowei Zheng","email":"hiyouga@buaa.edu.cn","login":"hiyouga","count":117},{"name":"Kingsley","email":"kingsleydodonow@gmail.com","login":"Kuangdd01","count":53},{"name":"浮梦","email":"46097299+frozenleaves","login":"frozenleaves","count":30},{"name":"jiaqiw09","email":"60021713+jiaqiw09","login":"jiaqiw09","count":17},{"name":"Hertz","email":"2267379130@qq.com","login":"isLinXu","count":14},{"name":"Xunpeng Xiao","email":"124695565+tangefly","login":"tangefly","count":10},{"name":"xvxuopop","email":"127376094+xvxuopop","login":"xvxuopop","count":9},{"name":"sunyi0505","email":"1659275352@qq.com","login":"as12138","count":6},{"name":"Peilin Li","email":"JimmyPeilinLi@gmail.com","login":"JimmyPeilinLi","count":6},{"name":"Copilot","email":"198982749+Copilot","login":"Copilot","count":5},{"name":"Vivek Iyer","email":"vivekbalasundaram@gmail.com","login":"Remorax","count":4},{"name":"Shanay Mehta","email":"101552567+Shanay-Mehta","login":"Shanay-Mehta","count":3},{"name":"Username_Full","email":"tohowtodoit@gmail.com","login":"UsernameFull","count":3},{"name":"Vo Van Phuc","email":"64146852+vovanphuc","login":"vovanphuc","count":3},{"name":"马境远","email":"441194943@qq.com","login":"tsjyma","count":2},{"name":"xxddccaa","email":"137712826@qq.com","login":"xxddccaa","count":2},{"name":"wangshaofei","email":"wangshaofei.wsf@antgroup.com","login":"wangsff","count":2},{"name":"SnowCharm","email":"qiuyilun@u.nus.edu","login":"SnowCharmQ","count":2},{"name":"Dennis Huang","email":"huangsiyuan@modelbest.cn","login":"ZMXJJ","count":2},{"name":"mrhaoxx","email":"mr.haoxx@gmail.com","login":"mrhaoxx","count":2},{"name":"Zeju Qiu","email":"47625089+zqiu24","login":"zqiu24","count":2},{"name":"Ze-Yi LIN","email":"58305964+Zeyi-Lin","login":"Zeyi-Lin","count":2},{"name":"LincolnBurrows2017","email":"1607108966@qq.com","login":"LincolnBurrows2017","count":2},{"name":"LittleYanlin","email":"46060565+LittleYanlin","login":"LittleYanlin","count":1},{"name":"Junyou Su","email":"104712257+susjunyou","login":"susjunyou","count":1},{"name":"Jiayi Mao","email":"77279783+MJy1023","login":"MJy1023","count":1},{"name":"Liu Jiajun","email":"939282975@qq.com","login":"jasinliu","count":1},{"name":"Meng WANG","email":"49304833+Moenupa","login":"Moenupa","count":1},{"name":"Mikko Tukiainen","email":"mikko.tukiainen@amd.com","login":"mjkvaak-amd","count":1},{"name":"JiangNan","email":"1394485448@qq.com","login":"jnMetaCode","count":1},{"name":"Jewon Lee","email":"105219284+je1lee","login":"je1lee","count":1},{"name":"Jackey","email":"100291372+ctx289","login":"ctx289","count":1},{"name":"Injae Ryou","email":"sts07142@naver.com","login":"sts07142","count":1},{"name":"Haian Huang(深度眸)","email":"huanghaian@sensetime.com","login":"hhaAndroid","count":1},{"name":"Goalina","email":"15861868579@163.com","login":"Goalina","count":1},{"name":"Akshat Sehgal","email":"34078596+akshatsehgal","login":"akshatsehgal","count":1},{"name":"Aman Gupta","email":"gupta.aman@gmail.com","login":"amangup","count":1},{"name":"Ben Feuer","email":"bf996@nyu.edu","login":"penfever","count":1},{"name":"Butui Hu","email":"hot123tea123@gmail.com","login":"hubutui","count":1},{"name":"Chenhao Zhang","email":"119648793+MING-ZCH","login":"MING-ZCH","count":1},{"name":"Cocoon-Break","email":"54054995+kuishou68","login":"kuishou68","count":1},{"name":"Cui-yshoho","email":"73014084+Cui-yshoho","login":"Cui-yshoho","count":1},{"name":"Dhia Eddine Rhaiem","email":"163106757+dhiaEddineRhaiem","login":"dhiaEddineRhaiem","count":1},{"name":"DoubleWheat","email":"75414795+sijyy","login":"sijyy","count":1},{"name":"Edge-Seven","email":"143301646+Edge-Seven","login":"Edge-Seven","count":1},{"name":"MyungHa Kwon","email":"kwonmha@gmail.com","login":"kwonmha","count":1},{"name":"curnane-lab","email":"fumingliangzzu@gmail.com","login":"curnane-lab","count":1},{"name":"cxy","email":"2630747598@qq.com","login":"XuanyuChen-SEU","count":1},{"name":"davidlightmysterion","email":"ca2r0tXb0y@gmail.com","login":"davidlightmysterion","count":1},{"name":"fivehaitao","email":"97642261+fivehaitao","login":"fivehaitao","count":1},{"name":"golangboy","email":"golangboy@qq.com","login":"golangboy","count":1},{"name":"h7878778h","email":"34432324+h7878778h","login":"h7878778h","count":1},{"name":"kahlun","email":"100249658+kahlun","login":"kahlun","count":1},{"name":"krli","email":"11769524+hawkli-1994","login":"hawkli-1994","count":1},{"name":"luca-888","email":"55954511+luca-888","login":"luca-888","count":1},{"name":"pyx","email":"pengyixin20041103@gmail.com","login":"pyxnpyx","count":1},{"name":"robertglools","email":"robertglools@gmail.com","login":"robertglools","count":1},{"name":"simulikeit","email":"63486284+simulikeit","login":"simulikeit","count":1},{"name":"taohongsheng","email":"49047699+taohongsheng","login":"taohongsheng","count":1},{"name":"tc-mb","email":"157115220+tc-mb","login":"tc-mb","count":1},{"name":"thulyubh22","email":"139110039+Imbernoulli","login":"Imbernoulli","count":1},{"name":"wjunLu","email":"135617475+wjunLu","login":"wjunLu","count":1},{"name":"wyfdgg","email":"570029082@qq.com","login":"wyfdgg","count":1},{"name":"yanglele","email":"111259718+ymxyll","login":"ymxyll","count":1},{"name":"yzoaim","email":"miaozy@buaa.edu.cn","login":"yzoaim","count":1},{"name":"ゆり","email":"crystalinecohomology@gmail.com","login":"yurekami","count":1},{"name":"娄宗志","email":"112477963+louzongzhi","login":"louzongzhi","count":1},{"name":"阿丹(adan)","email":"47373076+LDLINGLINGLING","login":"LDLINGLINGLING","count":1},{"name":"한송민","email":"tiranosm@gmail.com","login":"songminsns","count":1},{"name":"yizhouChen","email":"3100505540@qq.com","login":null,"count":1},{"name":"Octopus","email":"liyuan851277048@icloud.com","login":"octo-patch","count":1},{"name":"P. Clawmogorov","email":"pierrick.bkn@gmail.com","login":"Alm0stSurely","count":1},{"name":"Parag Ekbote","email":"thecoolekbote189@gmail.com","login":"ParagEkbote","count":1},{"name":"Peter-Hamster","email":"68176073+Peter-Hamster","login":"Peter-Hamster","count":1},{"name":"Philip Ottesen","email":"phiott256@gmail.com","login":"pjo256","count":1},{"name":"Pory","email":"porykid@gmail.com","login":"poryfly","count":1},{"name":"Pádraic Slattery","email":"pgoslatara@gmail.com","login":"pgoslatara","count":1},{"name":"Redwood-Digital","email":"RedwoodDigitalLLC@gmail.com","login":"Redwood-Digital","count":1},{"name":"Ruijie Hou","email":"154729589+RuijieH","login":"RuijieH","count":1},{"name":"Santosh Bhavani","email":"santosh.bhavani@live.com","login":"sbhavani","count":1},{"name":"Steven sun","email":"98230804+Tuyohai","login":"Tuyohai","count":1},{"name":"Tai An","email":"antai12232931@outlook.com","login":"Anai-Guo","count":1},{"name":"Weize Liu","email":"78871780+Attention-is-All-I-Need","login":"Attention-is-All-I-Need","count":1},{"name":"Wu Wenhao","email":"73107878+d3do-23","login":"d3do-23","count":1},{"name":"XLXW","email":"xlxw@xlxw.org","login":"xlxwalex","count":1},{"name":"Xiaosu Zhu","email":"Xiaosu.Zhu@outlook.com","login":"xiaosu-zhu","count":1},{"name":"Ximing Xing","email":"ximingxing@gmail.com","login":"ximinng","count":1},{"name":"Xue Yadong","email":"152249791+Ataraxy33","login":"Ataraxy33","count":1},{"name":"Yinlei Sun","email":"ginray0215@gmail.com","login":"Ginray","count":1},{"name":"Yutong Wu","email":"wytwyt200@gmail.com","login":"wyt2000","count":1},{"name":"ZIYI ZENG","email":"1034337098@qq.com","login":"ZiyiTsang","count":1},{"name":"codingma","email":"codingma@163.com","login":"codemayq","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/hiyouga%2FLlamaFactory/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-05-30T00:00:22.241Z","repositories_count":6248969,"commits_count":883739041,"contributors_count":34993275,"owners_count":1160579,"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":"hiyouga/LlamaFactory","html_url":"https://github.com/hiyouga/LlamaFactory","last_synced_at":"2026-05-27T21:50:24.218Z","status":null,"issues_count":8,"pull_requests_count":16,"avg_time_to_close_issue":4081.0,"avg_time_to_close_pull_request":552532.6666666666,"issues_closed_count":1,"pull_requests_closed_count":6,"pull_request_authors_count":11,"issue_authors_count":7,"avg_comments_per_issue":1.25,"avg_comments_per_pull_request":0.5625,"merged_pull_requests_count":6,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":8,"past_year_pull_requests_count":16,"past_year_avg_time_to_close_issue":4081.0,"past_year_avg_time_to_close_pull_request":552532.6666666666,"past_year_issues_closed_count":1,"past_year_pull_requests_closed_count":6,"past_year_pull_request_authors_count":11,"past_year_issue_authors_count":7,"past_year_avg_comments_per_issue":1.25,"past_year_avg_comments_per_pull_request":0.5625,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":6,"created_at":"2025-12-31T18:00:08.856Z","updated_at":"2026-05-27T21:50:24.219Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/hiyouga%2FLlamaFactory","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/hiyouga%2FLlamaFactory/issues","issue_labels_count":{"table":{"pending":8,"bug":6,"enhancement":2}},"pull_request_labels_count":{"table":{"solved":6,"pending":1}},"issue_author_associations_count":{"table":{"NONE":8}},"pull_request_author_associations_count":{"table":{"COLLABORATOR":6,"NONE":5,"CONTRIBUTOR":5}},"issue_authors":{"table":{"zkhaxd":2,"dagou":1,"RuidongW":1,"ibmxiang":1,"paulplay-pm":1,"YouCanLX":1,"Nightwing-77":1}},"pull_request_authors":{"table":{"frozenleaves":3,"jiaqiw09":3,"luca-888":2,"A1waysBeenHere":1,"YouCanLX":1,"XuanyuChen-SEU":1,"Ricardo-M-L":1,"tsjyma":1,"zhangnju":1,"poryfly":1,"xvxuopop":1}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-05-28T00:00:23.681Z","repositories_count":14719536,"issues_count":34015354,"pull_requests_count":111403880,"authors_count":11277193,"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":{"pending":8,"bug":6,"enhancement":2}},"past_year_pull_request_labels_count":{"table":{"solved":6,"pending":1}},"past_year_issue_author_associations_count":{"table":{"NONE":8}},"past_year_pull_request_author_associations_count":{"table":{"COLLABORATOR":6,"CONTRIBUTOR":5,"NONE":5}},"past_year_issue_authors":{"table":{"zkhaxd":2,"dagou":1,"ibmxiang":1,"Nightwing-77":1,"paulplay-pm":1,"RuidongW":1,"YouCanLX":1}},"past_year_pull_request_authors":{"table":{"frozenleaves":3,"jiaqiw09":3,"luca-888":2,"A1waysBeenHere":1,"poryfly":1,"Ricardo-M-L":1,"tsjyma":1,"XuanyuChen-SEU":1,"xvxuopop":1,"YouCanLX":1,"zhangnju":1}},"maintainers":[{"table":{"login":"frozenleaves","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/frozenleaves"}},{"table":{"login":"jiaqiw09","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jiaqiw09"}}],"active_maintainers":[{"table":{"login":"frozenleaves","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/frozenleaves"}},{"table":{"login":"jiaqiw09","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jiaqiw09"}}]}},"events":{"total":{"CreateEvent":264,"CommitCommentEvent":14,"ReleaseEvent":2,"IssuesEvent":3693,"WatchEvent":20805,"DeleteEvent":263,"IssueCommentEvent":6040,"PushEvent":607,"PullRequestEvent":978,"PullRequestReviewCommentEvent":291,"PullRequestReviewEvent":375,"ForkEvent":2698},"last_year":{"CreateEvent":264,"CommitCommentEvent":14,"ReleaseEvent":2,"IssuesEvent":3693,"WatchEvent":20805,"DeleteEvent":263,"IssueCommentEvent":6040,"PushEvent":607,"PullRequestEvent":978,"PullRequestReviewCommentEvent":291,"PullRequestReviewEvent":375,"ForkEvent":2698}},"keywords":["agent","ai","deepseek","fine-tuning","gemma","gpt","instruction-tuning","large-language-models","llama","llama3","llm","lora","moe","nlp","peft","qlora","quantization","qwen","rlhf","transformers"],"dependencies":[{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2023-09-22T09:13:50.068Z","updated_at":"2023-09-22T09:13:50.068Z","repository_link":"https://github.com/hiyouga/LlamaFactory/blob/main/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-09-22T09:13:50.814Z","updated_at":"2023-09-22T09:13:50.814Z","repository_link":"https://github.com/hiyouga/LlamaFactory/blob/main/requirements.txt","dependencies":[{"id":13870407732,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.13.1","direct":true,"kind":"runtime","optional":false},{"id":13870407733,"package_name":"transformers","ecosystem":"pypi","requirements":"\u003e=4.30.0","direct":true,"kind":"runtime","optional":false},{"id":13870407734,"package_name":"datasets","ecosystem":"pypi","requirements":"\u003e=2.12.0","direct":true,"kind":"runtime","optional":false},{"id":13870407735,"package_name":"accelerate","ecosystem":"pypi","requirements":"\u003e=0.21.0","direct":true,"kind":"runtime","optional":false},{"id":13870407736,"package_name":"peft","ecosystem":"pypi","requirements":"\u003e=0.4.0","direct":true,"kind":"runtime","optional":false},{"id":13870407737,"package_name":"trl","ecosystem":"pypi","requirements":"\u003e=0.7.1","direct":true,"kind":"runtime","optional":false},{"id":13870407738,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13870407739,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13870407740,"package_name":"protobuf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13870407741,"package_name":"tiktoken","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13870407742,"package_name":"jieba","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13870407743,"package_name":"rouge-chinese","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13870408021,"package_name":"nltk","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13870408022,"package_name":"gradio","ecosystem":"pypi","requirements":"\u003e=3.36.0","direct":true,"kind":"runtime","optional":false},{"id":13870408023,"package_name":"uvicorn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13870408024,"package_name":"pydantic","ecosystem":"pypi","requirements":"==1.10.11","direct":true,"kind":"runtime","optional":false},{"id":13870408025,"package_name":"fastapi","ecosystem":"pypi","requirements":"==0.95.1","direct":true,"kind":"runtime","optional":false},{"id":13870408026,"package_name":"sse-starlette","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13870408180,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2023-09-22T09:13:51.949Z","updated_at":"2023-09-22T09:13:51.949Z","repository_link":"https://github.com/hiyouga/LlamaFactory/blob/main/setup.py","dependencies":[]}],"score":16.817962851520903,"created_at":"2024-07-25T15:26:08.061Z","updated_at":"2026-06-02T11:30:33.145Z","avatar_url":"https://github.com/hiyouga.png","language":"Python","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/124137","html_url":"https://summary.ecosyste.ms/projects/124137"}