{"id":16557,"date":"2024-09-20T12:13:30","date_gmt":"2024-09-20T10:13:30","guid":{"rendered":"https:\/\/is.ijs.si\/?p=16557"},"modified":"2025-03-26T13:13:58","modified_gmt":"2025-03-26T12:13:58","slug":"interactive-tool-for-tracking-open-source-artificial-intelligence-progress-on-hugging-face","status":"publish","type":"post","link":"https:\/\/is.ijs.si\/?p=16557","title":{"rendered":"Interactive Tool for Tracking Open-source Artificial Intelligence Progress on Hugging Face"},"content":{"rendered":"\n<p>Bogdan \u0160inik, Domen Vake, Jernej Vi\u010di\u0107 and Aleksandar To\u0161i\u0107<\/p>\n<p>Abstract<\/p>\n<p>Given its increasing importance in our daily lives,<br \/>Artificial Intelligence has become a prominent subject that needs<br \/>extensive investigation and understanding. This study presents an<br \/>analysis of the open-source community in the field of Artificial<br \/>Intelligence (AI). Various questions arise anytime AI is intro-<br \/>duced. open-source AI introduces additional concerns. Should<br \/>artificial intelligence (AI) be universally accessible, or should it<br \/>be restricted to private use? Is it worthwhile to offer basic models<br \/>to the broad user population? We chose the most important data<br \/>from the primary website in the field, Hugging Face. We have<br \/>developed a tool that allows for straightforward monitoring of the<br \/>progress of various open-source AI models using data obtained<br \/>from their leader board. The platform offers accessible and<br \/>valuable information about various AI models, including their<br \/>architectures and the activities of authors. Through performing<br \/>a quick review with our tool, it becomes evident that the open-<br \/>source community is becoming large and has an undeniable<br \/>impact on the AI community.<\/p>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/is.ijs.si\/wp-content\/uploads\/2024\/10\/IS2024_-_SIKDD_2024_paper_1-1.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of IS2024_-_SIKDD_2024_paper_1-1.\"><\/object><a id=\"wp-block-file--media-89055128-78ff-499b-a75c-a520717e68ef\" href=\"https:\/\/is.ijs.si\/wp-content\/uploads\/2024\/10\/IS2024_-_SIKDD_2024_paper_1-1.pdf\">IS2024_-_SIKDD_2024_paper_1-1<\/a><a href=\"https:\/\/is.ijs.si\/wp-content\/uploads\/2024\/10\/IS2024_-_SIKDD_2024_paper_1-1.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-89055128-78ff-499b-a75c-a520717e68ef\">Download<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":29,"featured_media":24966,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[109,102],"tags":[],"class_list":["post-16557","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-doi-sikdd-2024","category-papers"],"_links":{"self":[{"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/posts\/16557","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/users\/29"}],"replies":[{"embeddable":true,"href":"https:\/\/is.ijs.si\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16557"}],"version-history":[{"count":2,"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/posts\/16557\/revisions"}],"predecessor-version":[{"id":16922,"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/posts\/16557\/revisions\/16922"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/media\/24966"}],"wp:attachment":[{"href":"https:\/\/is.ijs.si\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16557"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/is.ijs.si\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16557"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/is.ijs.si\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16557"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}