{"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\/lv\/blog\/the-race-of-ai-models\/","title":{"rendered":"MI sacens\u012bbas: k\u0101 maz\u0101k\u0101s valodas tiek l\u012bdzi?\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=\"r\u012bvmaize\" class=\"rank-math-breadcrumb\"><p><span class=\"last\">S\u0101kums<\/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\">MI sacens\u012bbas: k\u0101 maz\u0101k\u0101s valodas tiek l\u012bdzi?\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\/lv\/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 febru\u0101ris, 2025<\/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=\"Titulatt\u0113ls ar Dr. Jurgitu 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>Kop\u0161 statistisko valodas mode\u013cu par\u0101d\u012b\u0161an\u0101s 20.\u202fgadsimta 80.\u202fgados nozar\u0113 ir notiku\u0161as iev\u0113rojamas p\u0101rmai\u0146as. Gadu desmitu laik\u0101 ir att\u012bst\u012bjusies \u0161o mode\u013cu veido\u0161anas metodolo\u0123ija, ir palielin\u0101jies apstr\u0101d\u0101to datu apjoms, un pa\u0161i mode\u013ci ir k\u013cuvu\u0161i sare\u017e\u0123\u012bt\u0101ki. Parametru skaits\u202f\u2014 matem\u0101tiskie koeficienti formul\u0101s\u202f\u2014 ir turpin\u0101jis pieaugt. L\u012bdz 2020.\u202fgadam, kad tirg\u016b par\u0101d\u012bj\u0101s <em>ChatGPT<\/em>termins \u201clielais valodas modelis\u201d jau bija pla\u0161i paz\u012bstams. \u0160odien b\u016btu gr\u016bti atrast cilv\u0113ku, kas neb\u016btu par to dzird\u0113jis. Bet ko noz\u012bm\u0113 \u201cliels\u201d valodas mode\u013cu kontekst\u0101? Bija laiks, kad modelis ar 3\u202fmiljardiem parametru tika uzskat\u012bts par milz\u012bgu, tom\u0113r \u0161odien \u0161\u0101di skait\u013ci vairs nep\u0101rsteidz. <em>OpenAI<\/em> neatkl\u0101j prec\u012bzu <em>GPT-4<\/em>parametru skaitu, ta\u010du apl\u0113ses liecina, ka tas var\u0113tu sv\u0101rst\u012bties no 1 l\u012bdz 10\u202ftriljoniem.<\/strong><\/p>\n<p><strong>\u00a0<\/strong><\/p>\n<p><\/p>\n<p><\/p>\n<p>\u0160obr\u012bd norisin\u0101s zin\u0101tnisk\u0101 revol\u016bcija un top nepieredz\u0113ti daudz publik\u0101ciju par lielajiem valodas mode\u013ciem. P\u0113tnieki vis\u0101 pasaul\u0113 sacen\u0161as, k\u0101 izstr\u0101d\u0101t arvien jaud\u012bg\u0101kus, prec\u012bz\u0101kus un daudzpus\u012bg\u0101kus mode\u013cus. \u0160iem mode\u013ciem j\u0101var atbild\u0113t uz jaut\u0101jumiem, apkopot inform\u0101ciju, tulkot tekstus un izpild\u012bt da\u017e\u0101dus ar valodu saist\u012btus uzdevumus. Tom\u0113r liels skaits parametru vien negarant\u0113 pan\u0101kumus. Katram parametram j\u0101b\u016bt prec\u012bzi izskait\u013cotam, proti, tam nepiecie\u0161ama atbilsto\u0161a matem\u0101tiska v\u0113rt\u012bba, ko var nodro\u0161in\u0101t tikai tad, ja apm\u0101c\u012bbu datu apjoms ir pietiekams. Process s\u0101kas ar mode\u013ca arhitekt\u016bras izstr\u0101di: matem\u0101tiskaj\u0101m formul\u0101m un koeficientiem, kuriem s\u0101kotn\u0113ji ir iestat\u012btas nejau\u0161i izv\u0113l\u0113tas v\u0113rt\u012bbas. Modelim apstr\u0101d\u0101jot apm\u0101c\u012bbu datus, \u0161ie koeficienti tiek preciz\u0113ti. Ja arhitekt\u016bra ir p\u0101r\u0101k liela un datu kopa p\u0101r\u0101k maza, modelis ir neprec\u012bzs un ar noslieci uz \u201chalucin\u0101cij\u0101m\u201d. Savuk\u0101rt, ja modelis ir p\u0101r\u0101k mazs, bet datu kopa ir pla\u0161a, modelim pietr\u016bkst jaudas efekt\u012bvi uz\u0146emt visu inform\u0101ciju.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>Lietot\u0101ju pras\u012bbas arvien pieaug, t\u0101p\u0113c jo aktu\u0101l\u0101ka k\u013c\u016bst apm\u0101c\u012bbu datu nepietiekam\u012bbas probl\u0113ma. Sal\u012bdzinot ar ang\u013cu, v\u0101cu vai po\u013cu valodu, lietuvie\u0161u valod\u0101 ir iev\u0113rojami maz\u0101k pieejamo tekstu. P\u0113tnieki akt\u012bvi str\u0101d\u0101, lai atrisin\u0101tu \u0161o probl\u0113mu. Piem\u0113ram, uz\u0146\u0113mums <em>Tilde<\/em> sadarbojas ar <em>VDU profesore Jurgita Kapo\u010d\u016bte-Dzikiene<\/em> un <em>Vi\u013c\u0146as Universit\u0101ti<\/em> , lai sav\u0101ktu vair\u0101k datu, kas kalpos par pamatu prec\u012bz\u0101ku mode\u013cu izstr\u0101dei. Ar\u012b lielie tehnolo\u0123iju uz\u0146\u0113mumi, piem\u0113ram, <em>OpenAI<\/em>, <em>Meta<\/em>, un <em>Google DeepMind<\/em> , saskaras ar probl\u0113mu, ka maz\u0101k\u0101m valod\u0101m ir pieejams ierobe\u017eots datu apjoms. Tom\u0113r vi\u0146u mode\u013ci ir daudzvalod\u012bgi, kas padara tos lab\u0101k piel\u0101gojamus. Izmantojot domin\u0113jo\u0161o valodu zin\u0101\u0161anas un starpvalodu savienojumus, daudzvalodu mode\u013ci var lab\u0101k atbalst\u012bt maz\u0101kas valodas. Tie\u0161i t\u0101p\u0113c <em>Tilde<\/em> izstr\u0101d\u0101 savu daudzvalodu modeli <em><a href=\"https:\/\/test.tilde.ai\/lv\/tildeopen-llm\/\">TildeLM<\/a><\/em>ar izteiktu fokusu uz maz\u0101k\u0101m valod\u0101m, piem\u0113ram, lietuvie\u0161u, latvie\u0161u un igau\u0146u.\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>Konkurence valodas mode\u013cu starp\u0101 ir s\u012bva. Par domin\u0113jo\u0161o poz\u012bciju nep\u0101rtraukti sacen\u0161as da\u017e\u0101di mode\u013ci, piem\u0113ram, <em>GPT<\/em>, <em>Mistral<\/em>, <em>Llama<\/em>, <em>Gemma<\/em>, <em>Claude<\/em>, <em>Bloom<\/em>un <em>Solar.<\/em> Tom\u0113r viens b\u016btisks izaicin\u0101jums v\u0113l nav p\u0101rvar\u0113ts\u202f\u2014 joproj\u0101m tr\u016bkst inform\u0101cijas par to, k\u0101 \u0161ie mode\u013ci darbojas maz\u0101k\u0101m valod\u0101m. Vidusm\u0113ra lietot\u0101jam \u0161o mode\u013cu augst\u0101 pareizumsp\u0113ja var \u0161\u0137ist iespaid\u012bga, ta\u010du atsevi\u0161\u0137\u0101s jom\u0101s, piem\u0113ram, medic\u012bn\u0101 vai jurisprudenc\u0113, pat neliel\u0101m k\u013c\u016bd\u0101m var b\u016bt nopietnas sekas. Turkl\u0101t daudzi modern\u0101kie mode\u013ci (piem\u0113ram, <em>GPT<\/em>) pieder priv\u0101tiem uz\u0146\u0113mumiem, un tos kontrol\u0113 priv\u0101ti uz\u0146\u0113mumi, kas regul\u0113 piek\u013cuvi datiem. Tas rada ba\u017eas par sensit\u012bvu datu dro\u0161\u012bbu un sare\u017e\u0123\u012b \u0161o datu izmanto\u0161anu kritisk\u0101s nozar\u0113s.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>Vai ir k\u0101das alternat\u012bvas? <strong>J\u0101, atv\u0113rt\u0101 pirmkoda sv\u0113rtie (open-weight) mode\u013ci!<\/strong> Lietot\u0101ji tos var lejupiel\u0101d\u0113t tie\u0161i savos datoros un: 1) preciz\u0113t tos, izmantojot savus datus; vai 2) izmantot tos t\u0101dus, k\u0101di tie ir, izmantojot r\u016bp\u012bgi veidotas uzvednes. Pirm\u0101 metode prasa papildu apm\u0101c\u012bbu datus un iev\u0113rojamus dato\u0161anas resursus, padarot \u0161o metodi nepieejamu daudziem lietot\u0101jiem. T\u0101d\u0113\u013c sav\u0101 <a href=\"https:\/\/arxiv.org\/abs\/2501.03952\" target=\"_blank\" rel=\"noopener\"><strong>nesenaj\u0101 p\u0113t\u012bjum\u0101,<\/strong><\/a> kas tika pie\u0146emts prezent\u0113\u0161anai NoDaLiDa\u202f&amp; Baltic HLT konferenc\u0113, m\u0113s piev\u0113rs\u0101mies otr\u0101s metodes izv\u0113rt\u0113\u0161anai.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>P\u0113t\u012bjum\u0101 tika p\u0101rbaud\u012bti <strong>12\u202fda\u017e\u0101di valodas mode\u013ci,<\/strong> lai nov\u0113rt\u0113tu to iesp\u0113jas saprast un \u0123ener\u0113t tekstu lietuvie\u0161u, latvie\u0161u un igau\u0146u valod\u0101. Tie bija gan patent\u0113tie mode\u013ci (<em>GPT-3.5<\/em> Turbo, <em>GPT-4<\/em>, un <em>GPT-4o<\/em>, gan atv\u0113rt\u0101 pirmkoda sv\u0113rtie mode\u013ci (<em>Llama 3<\/em>, 3.1 un 3.2 ar 3, 8 un 70\u202fmiljardiem parametru; <em>Mistral<\/em> ar 12 miljardiem; <em>Gemma2<\/em> ar 9 un 27 miljardiem; <em>Phi<\/em> ar 3 un 14\u202fmiljardiem).<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>Pirmais eksperiments piev\u0113rs\u0101s <strong>ma\u0161\u012bntulkojumu pareizumam<\/strong>, sal\u012bdzinot tulkojumus starp ang\u013cu un trim Baltijas valstu valod\u0101m. Bez \u012bpa\u0161iem p\u0101rsteigumiem ar to vislab\u0101k veic\u0101s GPT mode\u013ciem, bet <em>Gemma2<\/em> (27\u202fmiljardu) un <em>Llama<\/em> 3.1 (70\u202fmiljardu) nodro\u0161in\u0101ja tulko\u0161anas kvalit\u0101ti, kas ir sal\u012bdzin\u0101ma ar <em>GPT<\/em> mode\u013ciem. Visslikt\u0101kie rezult\u0101ti bija <em>Phi<\/em> mode\u013ciem. Rezult\u0101ti tika sal\u012bdzin\u0101ti ar\u012b ar vienu no modern\u0101kaj\u0101m ma\u0161\u012bntulko\u0161anas sist\u0113m\u0101m\u202f\u2014 <em>DeepL,<\/em>kas apliecin\u0101ja, ka t\u0101s tulko\u0161anas kvalit\u0101te atbilst <em>GPT-4o<\/em>tulko\u0161anas kvalit\u0101tei. Tas nor\u0101da, ka lielie valodas mode\u013ci tagad sp\u0113j \u0123ener\u0113t tulkojumus, kas konkur\u0113 ar specializ\u0113t\u0101m tulko\u0161anas sist\u0113m\u0101m.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>Cit\u0101 uzdevum\u0101 mode\u013ciem bija <strong>j\u0101atbild uz jaut\u0101jumiem ar vair\u0101kiem atbil\u017eu variantiem<\/strong> lietuvie\u0161u, latvie\u0161u un igau\u0146u valod\u0101. Lai to paveiktu, modelim bija ne tikai j\u0101izprot teksts, bet ar\u012b j\u0101sp\u0113j pasniegt pareizo atbildi atbilsto\u0161\u0101 form\u0101t\u0101. Atkal lab\u0101kie rezult\u0101ti bija mode\u013ciem <em>GPT-4o<\/em>, <em>Llama<\/em> 3.1. (70 miljardu) un <em>Gemma2<\/em> (27\u202fmiljardu). Tom\u0113r, sal\u012bdzinot ar ang\u013cu valodu, maz\u0101k\u0101s valod\u0101s sniegto atbil\u017eu pareizuma l\u012bmenis bija iev\u0113rojami zem\u0101ks.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>Tre\u0161aj\u0101 eksperiment\u0101 tika v\u0113rt\u0113ts, <strong>cik labi \u0161ie mode\u013ci var atbild\u0113t uz atv\u0113rta tipa jaut\u0101jumiem<\/strong> par da\u017e\u0101d\u0101m t\u0113m\u0101m lietuvie\u0161u un latvie\u0161u valod\u0101. Lab\u0101kie mode\u013ci sniedz pareizas atbildes 80\u201390% gad\u012bjumu. Tika nov\u0113rt\u0113ta ar\u012b prasme \u0123ener\u0113t teko\u0161u tekstu. Ar\u012b \u0161aj\u0101 uzdevum\u0101 3 lab\u0101kie mode\u013ci nemain\u012bj\u0101s. Papildus test\u0113j\u0101m <em>Neurotechnology<\/em> izstr\u0101d\u0101tos monolingv\u0101los <em>Llama2<\/em>mode\u013cus (7\u202fmiljardu un 13\u202fmiljardu), kas ir speci\u0101li piel\u0101goti lietuvie\u0161u valodai. \u0160ie mode\u013ci \u0123ener\u0113ja p\u0101rsteidzo\u0161i teko\u0161u tekstu lietuvie\u0161u valod\u0101, ta\u010du to pareizums joproj\u0101m bija iev\u0113rojami zem\u0101ks nek\u0101 lielajiem daudzvalodu mode\u013ciem.<\/p>\n<p>\u00a0<\/p>\n<p><\/p>\n<p><\/p>\n<p>\u0160is p\u0113t\u012bjums v\u0113lreiz apstiprin\u0101ja b\u016btisku faktu: <strong>apm\u0101c\u012bbas datu kvalit\u0101tei un daudzveid\u012bbai ir \u0101rk\u0101rt\u012bgi liela noz\u012bme. <\/strong>Ja v\u0113lamies, lai valodas mode\u013ci maz\u0101k\u0101s valod\u0101s sasniegtu t\u0101du pa\u0161u pareizuma l\u012bmeni k\u0101 liel\u0101k\u0101s valod\u0101s, b\u016btiska ir akt\u012bva zin\u0101tnieku sadarb\u012bba. Tas ietver nep\u0101rtrauktu datu v\u0101k\u0161anu un specializ\u0113tu mode\u013cu izstr\u0101di. <strong>Nevis konkur\u0113sim, bet sadarbosimies!<\/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\">Vai v\u0113laties ieviest MI ar\u012b sav\u0101 organiz\u0101cij\u0101?<\/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\">Sazinieties ar mums jau \u0161odien un noskaidrojiet, k\u0101 m\u016bsu risin\u0101jumi var uzlabot j\u016bsu darbpl\u016bsmu.<\/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\/lv\/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\">Pieteikt konsult\u0101ciju<\/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\">Tildes jaunumi\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\/lv\/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\/lv\/news\/tilde-and-unesco-partner-to-break-language-barriers-in-small-island-developing-states\/\">\n\t\t\t\tTilde un UNESCO partneris, lai p\u0101rvar\u0113tu valodas barjeras mazo salu jaunatt\u012bst\u012bbas valst\u012bs\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\/lv\/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 simboliski nodeva Ukrainas v\u0113stniec\u012bbai Latvij\u0101 MI darbin\u0101ms tulko\u0161anas platformu\" 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\/lv\/news\/ai-translation-for-ukraine\/\">\n\t\t\t\tLatvij\u0101 izstr\u0101d\u0101ts m\u0101ksl\u012bg\u0101 intelekta tulko\u0161anas r\u012bks pal\u012bdz\u0113s Ukrainai ce\u013c\u0101 uz iest\u0101\u0161anos 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\/lv\/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=\"Virsraksta att\u0113ls ar apsk\u0101vienu sejas platformu ekr\u0101n\u0101\" 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\/lv\/news\/tilde-releases-tildeopen-llm\/\">\n\t\t\t\tTilde publisko m\u0101ksl\u012bg\u0101 intelekta modeli Eiropas valod\u0101m \u2013 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\/lv\/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\/lv\/blog\/human-level-ai-scientific-breakthroughs\/\">\n\t\t\t\tCilv\u0113ka l\u012bme\u0146a MI: k\u0101di ir zin\u0101tnes atkl\u0101jumi?\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>Kop\u0161 statistikas valodas mode\u013cu par\u0101d\u012b\u0161an\u0101s asto\u0146desmitajos gados \u0161aj\u0101 jom\u0101 ir notiku\u0161as iev\u0113rojamas p\u0101rmai\u0146as. Gadu desmitu laik\u0101 metodolo\u0123ijas \u0161\u0101da m\u0101ksl\u012bg\u0101 intelekta izveidei<\/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\/lv\/wp-json\/wp\/v2\/posts\/18159","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/test.tilde.ai\/lv\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/test.tilde.ai\/lv\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/test.tilde.ai\/lv\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/test.tilde.ai\/lv\/wp-json\/wp\/v2\/comments?post=18159"}],"version-history":[{"count":0,"href":"https:\/\/test.tilde.ai\/lv\/wp-json\/wp\/v2\/posts\/18159\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/test.tilde.ai\/lv\/wp-json\/wp\/v2\/media\/18164"}],"wp:attachment":[{"href":"https:\/\/test.tilde.ai\/lv\/wp-json\/wp\/v2\/media?parent=18159"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/test.tilde.ai\/lv\/wp-json\/wp\/v2\/categories?post=18159"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/test.tilde.ai\/lv\/wp-json\/wp\/v2\/tags?post=18159"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}