{"id":18159,"date":"2025-02-04T13:12:45","date_gmt":"2025-02-04T13:12:45","guid":{"rendered":"https:\/\/test.tilde.ai\/?p=18159"},"modified":"2025-11-29T14:03:04","modified_gmt":"2025-11-29T12:03:04","slug":"the-race-of-ai-models","status":"publish","type":"post","link":"https:\/\/test.tilde.ai\/lt\/blog\/the-race-of-ai-models\/","title":{"rendered":"Dirbtinio intelekto lenktyn\u0117s: kaip sekasi lietuvi\u0173 ir kitoms ma\u017eoms kalboms?\u00a0"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"18159\" class=\"elementor elementor-18159\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7ebcd9b e-flex e-con-boxed e-con e-parent\" data-id=\"7ebcd9b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-11105e3 elementor-widget elementor-widget-shortcode\" data-id=\"11105e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"page\" data-elementor-id=\"21097\" class=\"elementor elementor-21097\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-58a3430b e-flex e-con-boxed e-con e-parent\" data-id=\"58a3430b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6d2f31d9 elementor-widget elementor-widget-shortcode\" data-id=\"6d2f31d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><nav aria-label=\"duonos trupiniai\" class=\"rank-math-breadcrumb\"><p><span class=\"last\">Pagrindinis<\/span><\/p><\/nav><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3856ae94 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"3856ae94\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Dirbtinio intelekto lenktyn\u0117s: kaip sekasi lietuvi\u0173 ir kitoms ma\u017eoms kalboms?\u00a0<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23eb1b5c elementor-align-center elementor-mobile-align-left elementor-widget elementor-widget-post-info\" data-id=\"23eb1b5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-1935125 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/test.tilde.ai\/lt\/2025\/02\/04\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>4 vasario, 2025 m.<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-343074d3 e-flex e-con-boxed e-con e-parent\" data-id=\"343074d3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1aede4a9 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"1aede4a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:2,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:80}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1596\" height=\"950\" src=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/Jurgita_blogam.png\" class=\"attachment-full size-full wp-image-18164\" alt=\"Titulinis vaizdas su dr. Jurgita Kapo\u010di\u016bt\u0117-Dzikien\u0117\" srcset=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/Jurgita_blogam.png 1596w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/Jurgita_blogam-300x179.png 300w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/Jurgita_blogam-1024x610.png 1024w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/Jurgita_blogam-768x457.png 768w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/Jurgita_blogam-1536x914.png 1536w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/Jurgita_blogam-18x12.png 18w\" sizes=\"(max-width: 1596px) 100vw, 1596px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-736a2f25 e-flex e-con-boxed e-con e-parent\" data-id=\"736a2f25\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2fc903b3 elementor-widget elementor-widget-text-editor\" data-id=\"2fc903b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><\/p>\n<p><strong>Dar devintajame de\u0161imtmetyje atsirad\u0119 statistiniai kalbos modeliai  per kelias de\u0161imtis met\u0173 gerokai patobul\u0117jo. Keit\u0117si j\u0173 k\u016brimo metodikos, augo apdorojam\u0173 duomen\u0173 kiekiai, o kartu \u2013 ir modeli\u0173 sud\u0117tingumas. J\u0173 parametr\u0173 (t. y. matematin\u0117se formul\u0117se naudojam\u0173 koeficient\u0173) skai\u010dius nuolat did\u0117jo, kol galiausiai 2020 m., pasirod\u017eius <em>\u201eChatGPT\u201c,<\/em>i\u0161populiar\u0117jo terminas \u201edidysis kalbos modelis\u201c. \u0160iandien jau sunku rasti \u017emog\u0173, kuris apie tai neb\u016bt\u0173 gird\u0117j\u0119s. Ta\u010diau koks kalbos modelis laikomas \u201edideliu\u201c? Kadaise 3 mlrd. parametr\u0173 modelis atrod\u0117 mil\u017eini\u0161kas, o \u0161iandien tai jau nieko nestebina. <em>\u201eOpenAI\u201c<\/em> neatskleid\u017eia tiksli\u0173 duomen\u0173 apie <em>\u201eGPT-4\u201c<\/em>model\u012f, ta\u010diau manoma, kad jo parametr\u0173 skai\u010dius gali siekti nuo 1 iki 10 trilijon\u0173.<\/strong><\/p>\n<p><strong>\u00a0<\/strong><\/p>\n<p><\/p>\n<p><\/p>\n<p>Mokslo pasaulyje vyksta tikras prover\u017eis \u2013 publikacij\u0173 apie did\u017eiuosius kalbos modelius gausu kaip niekada anks\u010diau, o kiekviena \u0161alis ir tyrim\u0173 grup\u0117 stengiasi sukurti savo model\u012f \u2013 kuo galingesn\u012f, tikslesn\u012f ir universalesn\u012f. Tokie modeliai turi geb\u0117ti atsakyti \u012f klausimus, generuoti santraukas, versti tekstus ir atlikti daugyb\u0119 kalbini\u0173 u\u017eduo\u010di\u0173. Ta\u010diau vien tik didelis parametr\u0173 skai\u010dius dar nieko negarantuoja. Kiekvienas parametras turi b\u016bti suderintas (t. y. jam turi b\u016bti priskirta tinkama matematin\u0117 reik\u0161m\u0117), o tai \u012fmanoma tik turint pakankamai mokymo duomen\u0173.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>Kaip mokomi \u0161iuolaikiniai didieji kalbos modeliai? Pirmiausia sukonstruojama j\u0173 architekt\u016bra \u2013 matematin\u0117s formul\u0117s ir j\u0173 koeficientai, kurie i\u0161 prad\u017ei\u0173 u\u017epildomi atsitiktin\u0117mis reik\u0161m\u0117mis. V\u0117liau, analizuojant mokymo duomenis, \u0161ie koeficientai tikslinami. Jei architekt\u016bra per didel\u0117, o duomen\u0173 per ma\u017eai \u2013 modelis veiks netiksliai ir \u201ehaliucinuos\u201c. Jei modelis per ma\u017eas, bet duomen\u0173 labai daug \u2013 jis netur\u0117s pakankamai paj\u0117gum\u0173 \u012fsisavinti vis\u0105 informacij\u0105.  \nAugant vartotoj\u0173 l\u016bkes\u010diams, vis aktualesne problema tampa duomen\u0173 tr\u016bkumas. Tekst\u0173 lietuvi\u0173 kalba gerokai ma\u017eiau nei, pavyzd\u017eiui, angl\u0173, vokie\u010di\u0173 ar lenk\u0173 kalbomis. Tod\u0117l tyr\u0117jai vis da\u017eniau imasi spr\u0119sti \u0161i\u0105 problem\u0105. Bendrov\u0117 <em>\u201eTilde\u201c<\/em> kartu su <em>VDU prof. Jurgita Kapo\u010di\u016bt\u0117-Dzikien\u0117<\/em> ir <em>Vilniaus universitetais<\/em> \u0161iuo metu vykdo projektus, siekdama sukaupti daugiau duomen\u0173, kurie ateityje taps pagrindu kurti dar tikslesnius modelius. Did\u017eiosios kompanijos, tokios kaip <em>\u201eOpenAI\u201c<\/em>, <em>\u201eMeta\u201c<\/em>, ir <em>\u201eGoogle DeepMind\u201c,<\/em> taip pat susiduria su ma\u017eesni\u0173 kalb\u0173 duomen\u0173 tr\u016bkumo problema, ta\u010diau j\u0173 modeliai yra daugiakalbiai. Daugiakalbiai modeliai pasi\u017eymi lankstumu \u2013 jie lengviau palaiko ma\u017eesnes kalbas, nes perima \u017einias i\u0161 did\u017ei\u0173j\u0173 kalb\u0173 ir i\u0161naudoja tarpkalbinius ry\u0161ius. B\u016btent d\u0117l \u0161ios prie\u017easties <em>\u201eTilde\u201c<\/em> kuria savo daugiakalb\u012f model\u012f <em><a href=\"https:\/\/test.tilde.ai\/lt\/tildeopen-llm\/\">\u201eTildeLM\u201c<\/a><\/em>, ta\u010diau, skirtingai nei did\u017eiosios kompanijos, ypating\u0105 d\u0117mes\u012f skiria ma\u017eesn\u0117ms (pavyzd\u017eiui, lietuvi\u0173, latvi\u0173, est\u0173) kalboms.\u00a0<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<div class=\"wp-block-qi-blocks-spacer qodef-block-container qodef-block-6a64be29\">\n<div class=\"qi-block-spacer qodef-block qodef-m\">\u00a0<\/div>\n<\/div>\n<p><\/p>\n<p><\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1000\" height=\"667\" class=\"wp-image-18162\" src=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/17690.jpg\" alt=\"\" srcset=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/17690.jpg 1000w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/17690-300x200.jpg 300w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/17690-768x512.jpg 768w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/02\/17690-18x12.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<p><\/p>\n<p><\/p>\n<div class=\"wp-block-qi-blocks-spacer qodef-block-container qodef-block-f4885452\">\n<div class=\"qi-block-spacer qodef-block qodef-m\">\u00a0<\/div>\n<\/div>\n<p><\/p>\n<p><\/p>\n<p>\u00a0<\/p>\n<p>Kalbos modeli\u0173 pasaulyje vyksta tikros lenktyn\u0117s. <em>GPT<\/em>, <em>\u201eMistral\u201c<\/em>, <em>\u201eLlama3.1\u201c<\/em>, <em>\u201eGemma\u201c<\/em>, <em>\u201eBloom\u201c<\/em>, <em>\u201eClaude\u201c<\/em>, <em>\u201eSolar\u201c<\/em> ir daugelis kit\u0173 did\u017ei\u0173j\u0173 kalbos modeli\u0173 nuolat konkuruoja tarpusavyje. Ta\u010diau i\u0161lieka viena problema \u2013 apie \u0161i\u0173 modeli\u0173 veikim\u0105 naudojant ma\u017eesni\u0173 kalb\u0173 duomenis vis dar tr\u016bksta informacijos. Paprastam vartotojui toki\u0173 modeli\u0173 auk\u0161tas tikslumas atrodo \u012fsp\u016bdingas, ta\u010diau yra sri\u010di\u0173, pavyzd\u017eiui, medicina ar teis\u0117, kur reikalavimai yra gerokai grie\u017etesni, nes klaidos gali tur\u0117ti rimt\u0173 pasekmi\u0173. Be to, daugelis populiariausi\u0173 modeli\u0173 (pvz., <em>GPT<\/em>)  yra u\u017edari, priklauso i\u0161orin\u0117ms kompanijoms, kurios valdo pa\u010dius modelius ir kontroliuoja duomen\u0173 srautus. D\u0117l to toki\u0173 modeli\u0173 taikymas tampa sud\u0117tingesnis, ypa\u010d kai svarbu u\u017etikrinti jautri\u0173 duomen\u0173 saugum\u0105.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>Alternatyva? <strong>Atvir\u0173 svori\u0173 modeliai!<\/strong> Juos galima tiesiog parsisi\u0173sti \u012f savo kompiuter\u012f ir naudoti dviem b\u016bdais: 1)\u202fpakoreguojant su savo duomenimis arba 2) be pakeitim\u0173, tiesiog teisingai suformuluojant u\u017eklausas. Pirmasis variantas yra priimtinas ne visiems vartotojams, nes reikia papildom\u0173 mokymo duomen\u0173 ir pakankamai dideli\u0173 skai\u010diavimo paj\u0117gum\u0173. Tod\u0117l buvo svarbu i\u0161testuoti antrojo varianto galimybes: atliktas tyrimas detaliai apra\u0161ytas <a href=\"https:\/\/arxiv.org\/abs\/2501.03952\" target=\"_blank\" rel=\"noopener\"><strong>mokslin\u0117je publikacijoje,<\/strong><\/a> kuri \u012ftraukta \u012f \u201eNoDaLiDa &amp; Baltic HLT\u201c konferencijos program\u0105.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>\u0160io tyrimo metu testavome <strong>12 skirting\u0173 kalbos modeli\u0173,<\/strong> siekdami \u012fvertinti j\u0173 geb\u0117jim\u0105 suprasti ir generuoti tekstus lietuvi\u0173, latvi\u0173 bei est\u0173 kalbomis. I\u0161band\u0117me tiek mokamas u\u017edarojo kodo modeli\u0173 versijas \u2013<em>\u201eGPT-3.5<\/em> Turbo\u201c, <em>\u201eGPT-4\u201c<\/em>, ir <em>\u201eGPT-4o\u201c<\/em>tiek atvir\u0173 svori\u0173 modelius:<em>\u201eLlama\u201c<\/em>(3, 3.1, 3.2 versijas su 3, 8 ir 70 mlrd. parametr\u0173), <em>\u201eMistral\u201c<\/em> (12 mlrd.), <em>\u201eGemma2\u201c<\/em> (9 ir 27 mlrd.) ir <em>\u201ePhi\u201c<\/em> (3 ir 14 mlrd.).<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>Pirmasis eksperimentas buvo skirtas <strong>ma\u0161ininio vertimo<\/strong>tikslumui \u012fvertinti, lyginant vertimus i\u0161 angl\u0173 \u012f lietuvi\u0173\/latvi\u0173\/est\u0173 kalbas ir atvirk\u0161\u010diai. GPT modeli\u0173 rezultatai buvo auk\u0161\u010diausi, ta\u010diau nustebino ir 27 mlrd. parametr\u0173 <em>\u201eGemma2\u201c<\/em> bei 70 mlrd. parametr\u0173 <em>\u201eLlama3.1\u201c<\/em> , kuri\u0173 vertimo kokyb\u0117 buvo gana artima <em>GPT<\/em> modeliams. Pras\u010diausiai veik\u0117 <em>\u201ePhi\u201c<\/em> modeliai.  \nDid\u017ei\u0173j\u0173 kalbos modeli\u0173 rezultatus palyginome su <em>\u201eDeepL\u201c<\/em>\u2013 viena pa\u017eangiausi\u0173 ma\u0161ininio vertimo sistem\u0173 \u2013 ir pasteb\u0117jome, kad jos vertimo kokyb\u0117 prilygo <em>\u201eGPT-4o\u201c<\/em>modeliui. Tai rodo, kad didieji kalbos modeliai jau geba generuoti vertimus, konkuruojan\u010dius su specializuotomis vertimo sistemomis.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>Kitoje u\u017eduotyje modeliai tur\u0117jo <strong>atsakyti \u012f klausimus<\/strong> lietuvi\u0173, latvi\u0173 ir est\u0173 kalbomis, pasirinkdami tinkamo atsakymo varianto ID. \u0160i u\u017eduotis reikalavo ne tik suprasti klausim\u0105 ir \u017einoti atsakym\u0105, bet ir geb\u0117ti j\u012f pateikti tinkama forma. Geriausiai pasirod\u0117 tie patys trys modeliai: <em>\u201eGPT-4o\u201c<\/em>, <em>\u201eLlama3.1\u201c<\/em> (70 mlrd.) ir <em>\u201eGemma2\u201c<\/em> (27 mlrd.). Rezultatus palyginome su angl\u0173 kalba \u2013 skirtumas akivaizdus. Tikslumas ma\u017eosiomis kalbomis vis dar gerokai atsilieka nuo did\u017ei\u0173j\u0173 kalb\u0173.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>Tre\u010diojo eksperimento metu tikrinome, <strong>kaip didieji kalbos modeliai geba atsakyti \u012f atvirus \u012fvairi\u0173 sri\u010di\u0173 klausimus<\/strong> lietuvi\u0173 ir latvi\u0173 kalbomis. Geriausi modeliai pasiek\u0117 80\u201390 % tikslum\u0105. Taip pat vertinome j\u0173 generuojamo teksto sklandum\u0105, bet ir \u010dia lyderi\u0173 s\u0105ra\u0161as nesikeit\u0117. Be to, vertindami rezultatus lietuvi\u0173 kalba, i\u0161band\u0117me ir <em>\u201eNeurotechnology\u201c<\/em> sukurtus vienakalbius <em>\u201eLlama2\u201c<\/em>(7 ir 13 mlrd. parametr\u0173) modelius, pritaikytus b\u016btent lietuvi\u0173 kalbai. Jie geb\u0117jo generuoti itin skland\u0173 lietuvi\u0161k\u0105 tekst\u0105, ta\u010diau atsakym\u0173 tikslumu vis dar gerokai nusileido didiesiems daugiakalbiams modeliams.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>\u0160is tyrimas tik dar kart\u0105 patvirtino, koks <strong>svarbus yra kokybi\u0161k\u0173 duomen\u0173 kiekis ir \u012fvairov\u0117. <\/strong>Jei norime, kad modeliai, taikomi ma\u017eosioms kalboms, pasiekt\u0173 tok\u012f pat tikslum\u0105 kaip did\u017ei\u0173j\u0173 kalb\u0173, mokslo bendruomen\u0117 turi aktyviai bendradarbiauti, nuosekliai rinkti duomenis ir kurti specializuotus modelius. <strong>Tod\u0117l ne konkuruokime, o bendradarbiaukime!<\/strong><\/p>\n<div class=\"wp-block-qi-blocks-call-to-action qodef-block-container qodef-block-7fff17c8\">\n<div class=\"qi-block-call-to-action qodef-block qodef-m qodef-layout--standard\">\n<div class=\"qodef-m-inner\">\n<div class=\"qodef-m-button\">\n<p><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><!-- \/wp:qi-blocks\/call-to-action --><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-55ea5ed e-flex e-con-boxed e-con e-parent\" data-id=\"55ea5ed\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b0a0897 e-con-full e-flex e-con e-child\" data-id=\"b0a0897\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a4a1bc8 elementor-widget elementor-widget-heading\" data-id=\"a4a1bc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u012edomu, kaip j\u016bs\u0173 organizacijoje \u012fdiegti DI?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64a9f0e elementor-widget elementor-widget-text-editor\" data-id=\"64a9f0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"qodef-m-content\">\n<div class=\"qodef-m-text\">Susisiekite su mumis \u0161iandien ir su\u017einokite, kaip m\u016bs\u0173 sprendimai gali pagerinti j\u016bs\u0173 darbo eig\u0105.<\/div>\n<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4861db1 e-con-full e-flex e-con e-child\" data-id=\"4861db1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-839a1f5 elementor-widget elementor-widget-button\" data-id=\"839a1f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/test.tilde.ai\/lt\/contact-us\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">U\u017esisakykite demonstracij\u0105<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-028bf2b e-flex e-con-boxed e-con e-parent\" data-id=\"028bf2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-619bd10 elementor-widget elementor-widget-shortcode\" data-id=\"619bd10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"section\" data-elementor-id=\"20957\" class=\"elementor elementor-20957\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-acd72f3 e-flex e-con-boxed e-con e-parent\" data-id=\"acd72f3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a7fada elementor-widget elementor-widget-heading\" data-id=\"2a7fada\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Kas naujo \u012fmon\u0117je \u201eTilde\u201c\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cafb956 e-flex e-con-boxed e-con e-parent\" data-id=\"cafb956\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-84bcf49 elementor-grid-4 elementor-posts--align-left e-transform elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"84bcf49\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;classic_columns&quot;:&quot;4&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;em&quot;,&quot;size&quot;:1.5,&quot;sizes&quot;:[]},&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;em&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;em&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_columns_tablet&quot;:&quot;2&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-22725 post type-post status-publish format-standard has-post-thumbnail hentry category-news\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/test.tilde.ai\/lt\/news\/tilde-and-unesco-partner-to-break-language-barriers-in-small-island-developing-states\/\" tabindex=\"-1\">\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/12\/UNESCO_baneris_1024x683_2-1-1.png\" class=\"attachment-full size-full wp-image-22726\" alt=\"\" srcset=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/12\/UNESCO_baneris_1024x683_2-1-1.png 1024w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/12\/UNESCO_baneris_1024x683_2-1-1-300x200.png 300w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/12\/UNESCO_baneris_1024x683_2-1-1-768x512.png 768w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/12\/UNESCO_baneris_1024x683_2-1-1-18x12.png 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h4 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/test.tilde.ai\/lt\/news\/tilde-and-unesco-partner-to-break-language-barriers-in-small-island-developing-states\/\">\n\t\t\t\t\u201eTilde\u201c ir UNESCO partneris, siekiantis \u012fveikti kalbos barjerus ma\u017eose besivystan\u010diose sal\u0173 valstyb\u0117se\u00a0\t\t\t<\/a>\n\t\t<\/h4>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-20624 post type-post status-publish format-standard has-post-thumbnail hentry category-news\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/test.tilde.ai\/lt\/news\/ai-translation-for-ukraine\/\" tabindex=\"-1\">\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1703\" src=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/10\/GG05588-min-scaled.jpg\" class=\"attachment-full size-full wp-image-20625\" alt=\"Art\u016brs Vasi\u013cevskis simboli\u0161kai perdav\u0117 AI pagrindu veikian\u010di\u0105 vertimo platform\u0105 Ukrainos ambasadai Latvijoje\" srcset=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/10\/GG05588-min-scaled.jpg 2560w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/10\/GG05588-min-300x200.jpg 300w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/10\/GG05588-min-1024x681.jpg 1024w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/10\/GG05588-min-768x511.jpg 768w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/10\/GG05588-min-1536x1022.jpg 1536w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/10\/GG05588-min-2048x1363.jpg 2048w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/10\/GG05588-min-18x12.jpg 18w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h4 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/test.tilde.ai\/lt\/news\/ai-translation-for-ukraine\/\">\n\t\t\t\tLatvijos sukurta AI vertimo priemon\u0117, skirta pad\u0117ti Ukrainai \u012fstoti \u012f ES\t\t\t<\/a>\n\t\t<\/h4>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-20213 post type-post status-publish format-standard has-post-thumbnail hentry category-news\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/test.tilde.ai\/lt\/news\/tilde-releases-tildeopen-llm\/\" tabindex=\"-1\">\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/09\/Monitor_Hugging_Face_1-scaled.jpg\" class=\"attachment-full size-full wp-image-20214\" alt=\"Pavadinimo vaizdas su ekrano apkabinama veido platforma\" srcset=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/09\/Monitor_Hugging_Face_1-scaled.jpg 2560w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/09\/Monitor_Hugging_Face_1-300x200.jpg 300w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/09\/Monitor_Hugging_Face_1-1024x683.jpg 1024w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/09\/Monitor_Hugging_Face_1-768x512.jpg 768w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/09\/Monitor_Hugging_Face_1-1536x1024.jpg 1536w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/09\/Monitor_Hugging_Face_1-2048x1365.jpg 2048w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/09\/Monitor_Hugging_Face_1-18x12.jpg 18w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h4 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/test.tilde.ai\/lt\/news\/tilde-releases-tildeopen-llm\/\">\n\t\t\t\tTilde publikavo dirbtinio intelekto model\u012f Europos kalboms TildeOpen LLM\u00a0\u00a0\t\t\t<\/a>\n\t\t<\/h4>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-19394 post type-post status-publish format-standard has-post-thumbnail hentry category-blog category-llm\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/test.tilde.ai\/lt\/blog\/human-level-ai-scientific-breakthroughs\/\" tabindex=\"-1\">\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"476\" src=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/06\/Jurgita_blogam.jpg\" class=\"attachment-full size-full wp-image-19397\" alt=\"Jurgita Kapo\u010di\u016bte-Dzikiene\" srcset=\"https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/06\/Jurgita_blogam.jpg 800w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/06\/Jurgita_blogam-300x179.jpg 300w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/06\/Jurgita_blogam-768x457.jpg 768w, https:\/\/test.tilde.ai\/wp-content\/uploads\/2025\/06\/Jurgita_blogam-18x12.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h4 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/test.tilde.ai\/lt\/blog\/human-level-ai-scientific-breakthroughs\/\">\n\t\t\t\t\u017dmogaus lygio DI: kokie moksliniai prover\u017eiai vyksta?\u00a0\t\t\t<\/a>\n\t\t<\/h4>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Nuo statistini\u0173 kalb\u0173 modeli\u0173 atsiradimo devintajame de\u0161imtmetyje \u0161i sritis labai pasikeit\u0117. De\u0161imtme\u010diais \u0161i\u0173 PG k\u016brimo metodikos<\/p>","protected":false},"author":2,"featured_media":18164,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[108,136],"tags":[],"class_list":["post-18159","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-llm"],"_links":{"self":[{"href":"https:\/\/test.tilde.ai\/lt\/wp-json\/wp\/v2\/posts\/18159","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/test.tilde.ai\/lt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/test.tilde.ai\/lt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/test.tilde.ai\/lt\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/test.tilde.ai\/lt\/wp-json\/wp\/v2\/comments?post=18159"}],"version-history":[{"count":0,"href":"https:\/\/test.tilde.ai\/lt\/wp-json\/wp\/v2\/posts\/18159\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/test.tilde.ai\/lt\/wp-json\/wp\/v2\/media\/18164"}],"wp:attachment":[{"href":"https:\/\/test.tilde.ai\/lt\/wp-json\/wp\/v2\/media?parent=18159"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/test.tilde.ai\/lt\/wp-json\/wp\/v2\/categories?post=18159"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/test.tilde.ai\/lt\/wp-json\/wp\/v2\/tags?post=18159"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}