{"id":25710,"date":"2024-12-20T15:31:00","date_gmt":"2024-12-20T13:31:00","guid":{"rendered":"http:\/\/ibl.bas.bg\/?p=25710"},"modified":"2024-12-20T15:31:00","modified_gmt":"2024-12-20T13:31:00","slug":"proekt-ifgpt","status":"publish","type":"post","link":"https:\/\/ibl.bas.bg\/en\/proekt-ifgpt\/","title":{"rendered":"Project &#8220;Infrastructure for Fine-tuning Pre-trained Large Language Models&#8221;"},"content":{"rendered":"<p><\/p>\n<table style=\"border: 0pt solid white;\">\n<tbody>\n<tr style=\"border: 0pt solid white;background:white;\">\n<td style=\"border: 0pt solid white;width:45%;text-align:left;\"><img decoding=\"async\" src=\"https:\/\/ifgpt.dcl.bas.bg\/wp-content\/uploads\/2025\/02\/EN_Funded_by_the_European_Union_RGB_POS.png\" style=\"width:100%;\"><\/td>\n<td style=\"border: 0pt solid white;width:35%;text-align:center;\"><img decoding=\"async\" src=\"https:\/\/ifgpt.dcl.bas.bg\/wp-content\/uploads\/2025\/02\/logo-RRPlan.png\" style=\"width:100%;\"><\/td>\n<td style=\"border: 0pt solid white;width:20%;text-align:center;\"><img decoding=\"async\" src=\"https:\/\/ifgpt.dcl.bas.bg\/wp-content\/uploads\/2025\/02\/Logo-BAS.jpg\" style=\"width:80%;\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 style=\"text-align:center;margin-bottom:20px;margin-top:20px;\">ANNOUNCEMENT<\/h2>\n<p style=\"text-align:center;margin-bottom:20px;margin-top:20px;\">The Institute for Bulgarian Language signed Grant Agreement No. \u041f\u0412\u0423 \u2013 55 from 12.12.2024 \/BG-RRP-2.017-0030-C01\/ as part of Procedure BG-RRP-2.017: <i>Funding of research projects in the field of green and digital technologies<\/i> of the Recovery and Resilience Facility, implementing Investment C2I2 <i>Increasing the Innovation Capacity of the Bulgarian Academy of Sciences (BAS) in the fields of Green and Digital Technologies<\/i> as part of the Recovery and Resilience Plan.<\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">Title of the project<\/p>\n<p style=\"margin-bottom:20px;\"><b>Infrastructure for Fine-tuning Pre-trained Large Language Models<\/b><br \/>\n<img decoding=\"async\" src=\"https:\/\/ifgpt.dcl.bas.bg\/wp-content\/uploads\/2025\/02\/logo.png\" style=\"width:200px;border:2px solid #4980b6;padding:10px;background:white;\"><\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">Grant Agreement<\/p>\n<p style=\"margin-bottom:20px;\">\u041f\u0412\u0423 \u2013 55 from 12.12.2024 \/BG-RRP-2.017-0030-C01\/<\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">Start date<\/p>\n<p style=\"margin-bottom:20px;\">12\/12\/2024<\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">End date<\/p>\n<p style=\"margin-bottom:20px;\">30\/05\/2026<\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">Duration<\/p>\n<p style=\"margin-bottom:20px;\">17.5 months<\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">Place<\/p>\n<p style=\"margin-bottom:20px;\">Sofia, Bulgaria<\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">Total budget<\/p>\n<p style=\"margin-bottom:20px;\">BGN 437,446.38<\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">European funding<\/p>\n<p style=\"margin-bottom:20px;\">BGN 437,446.38<\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">National funding<\/p>\n<p style=\"margin-bottom:20px;\">BGN 0.00<\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">Percentage of EU funding<\/p>\n<p style=\"margin-bottom:20px;\">100%<\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">Summary<\/p>\n<p style=\"margin-bottom:20px;\">The project aims to develop a freely accessible infrastructure for the selection and pre-processing of large datasets for Bulgarian as well as tailored data for specific  industries and fine-tuning suitable freely available large language models for specific purposes.<\/p>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">Objectives of the project<\/p>\n<p style=\"margin-bottom:20px;\">\n<ul>\n<li>To provide a detailed description of the characteristics of large language models and a specification of the criteria for their evaluation, comparison and selection.<\/li>\n<li>To develop an infrastructure  component for the collection, filtering, anonymisation and reduplication of large, diverse and high quality text data for Bulgarian.<\/li>\n<li>To develop an infrastructure  component for the fine-tuning of pre-trained large language models for Bulgarian.<\/li>\n<\/ul>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">Expected results of the project<\/p>\n<p style=\"margin-bottom:20px;\">\n<ul>\n<li>Technologies for fine-tuning large language models capable of integrating long-term general knowledge and inferring meaning.<\/li>\n<li>Technologies for the collection of clean, non-toxic data that is free of duplicates and personally identifiable information.<\/li>\n<li>Adoption of innovative language technology solutions that provide artificial intelligence applications and services for businesses in Bulgaria.<\/li>\n<\/ul>\n<p style=\"color:#4980b6;font-weight:bold;vertical-align:top;margin-bottom:0px;\">Project web page<\/p>\n<p style=\"margin-bottom:20px;\"><a href=\"https:\/\/ifGPT.dcl.bas.bg\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/ifGPT.dcl.bas.bg\/<\/a><\/p>\n<hr>\n<p style=\"font-size:0.9em;text-align:justify;margin-top:20px;\">This Announcement is part of the planned measures for communication and dissemination within the project <i>Infrastructure for Fine-tuning of Pre-trained Large Language Models<\/i>, Grant Agreement No. \u041f\u0412\u0423 \u2013 55 from 12.12.2024 \/BG-RRP-2.017-0030-C01\/.<\/p>\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>ANNOUNCEMENT The Institute for Bulgarian Language signed Grant Agreement No. \u041f\u0412\u0423 \u2013 55 from 12.12.2024 \/BG-RRP-2.017-0030-C01\/ as part of Procedure [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":25725,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[12],"tags":[],"class_list":["post-25710","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novini"],"uagb_featured_image_src":{"full":["https:\/\/ibl.bas.bg\/wp-content\/uploads\/2025\/02\/logo-tmb4.png",960,720,false],"thumbnail":["https:\/\/ibl.bas.bg\/wp-content\/uploads\/2025\/02\/logo-tmb4-150x150.png",150,150,true],"medium":["https:\/\/ibl.bas.bg\/wp-content\/uploads\/2025\/02\/logo-tmb4-300x225.png",300,225,true],"medium_large":["https:\/\/ibl.bas.bg\/wp-content\/uploads\/2025\/02\/logo-tmb4-768x576.png",768,576,true],"large":["https:\/\/ibl.bas.bg\/wp-content\/uploads\/2025\/02\/logo-tmb4.png",960,720,false],"1536x1536":["https:\/\/ibl.bas.bg\/wp-content\/uploads\/2025\/02\/logo-tmb4.png",960,720,false],"2048x2048":["https:\/\/ibl.bas.bg\/wp-content\/uploads\/2025\/02\/logo-tmb4.png",960,720,false],"catgrid-thumb":["https:\/\/ibl.bas.bg\/wp-content\/uploads\/2025\/02\/logo-tmb4.png",320,240,false]},"uagb_author_info":{"display_name":"ivelina Stoyanova","author_link":"https:\/\/ibl.bas.bg\/en\/author\/ibl\/"},"uagb_comment_info":0,"uagb_excerpt":"ANNOUNCEMENT The Institute for Bulgarian Language signed Grant Agreement No. \u041f\u0412\u0423 \u2013 55 from 12.12.2024 \/BG-RRP-2.017-0030-C01\/ as part of Procedure [&hellip;]","_links":{"self":[{"href":"https:\/\/ibl.bas.bg\/en\/wp-json\/wp\/v2\/posts\/25710","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ibl.bas.bg\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ibl.bas.bg\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ibl.bas.bg\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/ibl.bas.bg\/en\/wp-json\/wp\/v2\/comments?post=25710"}],"version-history":[{"count":0,"href":"https:\/\/ibl.bas.bg\/en\/wp-json\/wp\/v2\/posts\/25710\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ibl.bas.bg\/en\/wp-json\/wp\/v2\/media\/25725"}],"wp:attachment":[{"href":"https:\/\/ibl.bas.bg\/en\/wp-json\/wp\/v2\/media?parent=25710"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ibl.bas.bg\/en\/wp-json\/wp\/v2\/categories?post=25710"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ibl.bas.bg\/en\/wp-json\/wp\/v2\/tags?post=25710"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}