{"id":2973,"date":"2025-07-08T15:48:56","date_gmt":"2025-07-08T13:48:56","guid":{"rendered":"https:\/\/octodeep.com\/blog\/?p=2973"},"modified":"2025-08-18T11:37:12","modified_gmt":"2025-08-18T09:37:12","slug":"velke-jazykove-modely-co-jsou-zac-a-jak-funguji","status":"publish","type":"post","link":"https:\/\/octodeep.com\/blog\/velke-jazykove-modely-co-jsou-zac-a-jak-funguji\/","title":{"rendered":"Velk\u00e9 jazykov\u00e9 modely: Co jsou za\u010d a jak funguj\u00ed?"},"content":{"rendered":"\n<p><strong>Velk\u00e9 jazykov\u00e9 <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/co-jsou-to-ai-modely\/\">modely<\/a><\/strong>, \u010dasto ozna\u010dovan\u00e9 zkratkou <strong>LLM (z anglick\u00e9ho <em>Large Language <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/co-jsou-to-ai-modely\/\">Model<\/a><\/em>)<\/strong>, jsou modern\u00ed <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/typy-umele-inteligence-od-chytrych-algoritmu-po-budouci-superinteligenci\/\">typy<\/a> syst\u00e9m\u016f <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/co-je-to-umela-inteligence-a-jaky-ma-vyznam\/\">um\u011bl\u00e9 inteligence<\/a> navr\u017een\u00e9 ke <strong>zpracov\u00e1n\u00ed, porozum\u011bn\u00ed a generov\u00e1n\u00ed <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/tipy-na-psani-textu-pomoci-umele-inteligence\/\">textu<\/a> v p\u0159irozen\u00e9m jazyce<\/strong>. Konkr\u00e9tn\u011b se jedn\u00e1 o podtyp <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/pod-povrchem-ai-technologie-jak-funguje-ai\/\">AI technologie<\/a> v r\u00e1mci <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/pod-povrchem-ai-technologie-jak-funguje-ai\/\">Deep learning<\/a> (hlubok\u00e9ho u\u010den\u00ed), kter\u00fd se zam\u011b\u0159uje zejm\u00e9na na anal\u00fdzu textu. V posledn\u00edch letech se staly kl\u00ed\u010dovou technologi\u00ed v oblasti um\u011bl\u00e9 inteligence, kter\u00e1 z\u00e1sadn\u011b m\u011bn\u00ed zp\u016fsob, jak\u00fdm komunikujeme s po\u010d\u00edta\u010di i mezi sebou. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1695\" height=\"953\" src=\"https:\/\/octodeep.com\/blog\/wp-content\/uploads\/2025\/07\/Umela-inteligence-edited.png\" alt=\"Velk\u00e9 jazykov\u00e9 modely: Co jsou za\u010d a jak funguj\u00ed?: LLMs v kontextu jin\u00fdch discipl\u00edn AI.\" class=\"wp-image-3053\" srcset=\"https:\/\/octodeep.com\/blog\/wp-content\/uploads\/2025\/07\/Umela-inteligence-edited.png 1695w, https:\/\/octodeep.com\/blog\/wp-content\/uploads\/2025\/07\/Umela-inteligence-edited-300x169.png 300w, https:\/\/octodeep.com\/blog\/wp-content\/uploads\/2025\/07\/Umela-inteligence-edited-1024x576.png 1024w, https:\/\/octodeep.com\/blog\/wp-content\/uploads\/2025\/07\/Umela-inteligence-edited-768x432.png 768w, https:\/\/octodeep.com\/blog\/wp-content\/uploads\/2025\/07\/Umela-inteligence-edited-1536x864.png 1536w\" sizes=\"auto, (max-width: 1695px) 100vw, 1695px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Jak funguj\u00ed velk\u00e9 jazykov\u00e9 modely?<\/h2>\n\n\n\n<p>LLM jsou postaveny na hlubok\u00fdch neuronov\u00fdch s\u00edt\u00edch, nej\u010dast\u011bji na architektu\u0159e zvan\u00e9 <strong>transformer<\/strong>. Tyto modely jsou tr\u00e9nov\u00e1ny na obrovsk\u00fdch mno\u017estv\u00edch textov\u00fdch dat \u2013 \u010dasto v \u0159\u00e1du miliard a\u017e bilion\u016f slov \u2013 kter\u00e1 poch\u00e1zej\u00ed z r\u016fzn\u00fdch zdroj\u016f, jako jsou knihy, webov\u00e9 str\u00e1nky, \u010dl\u00e1nky nebo diskuzn\u00ed f\u00f3ra. B\u011bhem tr\u00e9ninku se model u\u010d\u00ed rozpozn\u00e1vat jazykov\u00e9 vzory, gramatiku, v\u00fdznam slov, kontext, a dokonce i jemn\u00e9 nuance, jako je humor nebo sarkasmus.<\/p>\n\n\n\n<div style=\"\n  font-family: 'Roboto', sans-serif;\n  background: linear-gradient(135deg, #f9f9f9 0%, #f1fff9 100%);\n  border: 2px solid #2EE5A1;\n  padding: 24px;\n  margin: 30px 0;\n  border-radius: 16px;\n  box-shadow: 0 6px 12px rgba(46, 229, 161, 0.15);\n  color: #212121;\n  line-height: 1.7;\n  overflow: hidden;\n\">\n  <div style=\"margin-bottom: 12px;\">\n    <span style=\"font-size: 24px;\">\ud83d\udc19<\/span>\n    <strong style=\"font-size: 20px; color: #2e7d32;\">Co je to transformer architektura?<\/strong>\n  <\/div>\n  <div style=\"font-size: 16px; color: #333;\">Architektura v informatice znamen\u00e1 zp\u016fsob, jak\u00fdm je n\u011bjak\u00fd syst\u00e9m nebo <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/ai-program-most-mezi-nami-a-umelou-intligenci\/\">program<\/a> navr\u017een a uspo\u0159\u00e1d\u00e1n. Jin\u00fdmi slovy, je to pl\u00e1n nebo struktura, podle kter\u00e9 jednotliv\u00e9 \u010d\u00e1sti syst\u00e9mu spolupracuj\u00ed, aby plnily sv\u016fj \u00fa\u010del. Nap\u0159\u00edklad u po\u010d\u00edta\u010dov\u00fdch program\u016f m\u016f\u017ee architektura ur\u010dovat, jak data proud\u00ed mezi r\u016fzn\u00fdmi \u010d\u00e1stmi <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/ai-program-most-mezi-nami-a-umelou-intligenci\/\">programu<\/a>, jak spolu komunikuj\u00ed a jak jsou rozd\u011bleny \u00fakoly. V p\u0159\u00edpad\u011b \u201etransformer architektury\u201c <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/neuronove-site-jak-funguje-motor-moderni-umele-inteligence\/\">neuronov\u00fdch s\u00edt\u00ed<\/a> jde tedy o konkr\u00e9tn\u00ed zp\u016fsob uspo\u0159\u00e1d\u00e1n\u00ed a fungov\u00e1n\u00ed um\u011bl\u00e9 inteligence p\u0159i zpracov\u00e1n\u00ed textu. M\u00edsto toho, aby analyzovala slova jedno po druh\u00e9m, dok\u00e1\u017ee najednou vn\u00edmat cel\u00fd <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/tipy-na-psani-textu-pomoci-umele-inteligence\/\">text<\/a> a soust\u0159edit se na ta slova, kter\u00e1 jsou pro v\u00fdznam nejd\u016fle\u017eit\u011bj\u0161\u00ed. D\u00edky tomu je velmi efektivn\u00ed p\u0159i porozum\u011bn\u00ed dlouh\u00fdm v\u011bt\u00e1m nebo slo\u017eit\u00fdm souvislostem.<br>\n  <\/div>\n   <\/strong>\n<\/div>\n\n\n\n<p><strong>Proces u\u010den\u00ed<\/strong> prob\u00edh\u00e1 bu\u010f zcela <strong>bez dohledu <\/strong>(model se s\u00e1m sna\u017e\u00ed pochopit strukturu jazyka), nebo \u010d\u00e1ste\u010dn\u011b pod dohledem (model dost\u00e1v\u00e1 od v\u00fdvoj\u00e1\u0159\u016f spr\u00e1vn\u00e9 odpov\u011bdi ke konkr\u00e9tn\u00edm \u00faloh\u00e1m). D\u00edky tomu dok\u00e1\u017ee LLM generovat smyslupln\u00e9 a koherentn\u00ed texty, odpov\u00eddat na ot\u00e1zky, shrnovat obsah, p\u0159ekl\u00e1dat mezi jazyky nebo vytv\u00e1\u0159et kreativn\u00ed texty. Ned\u00e1vno jsme psali o tom, jak\u00e1 jsou rizika um\u011bl\u00e9 inteligence. Zd\u00e1 se, \u017ee nejv\u00edce lid\u00ed se boj\u00ed toho, \u017ee jim vezme pr\u00e1ci. Kdybyste se i vy poohl\u00ed\u017eeli po rekvalifikaci, v\u011bzte, \u017ee lid\u00ed, kte\u0159\u00ed budou tr\u00e9novat jazykov\u00e9 modely, je v\u017edy pot\u0159eba.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/octodeep.com\/cs\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"328\" src=\"https:\/\/octodeep.com\/blog\/wp-content\/uploads\/2025\/07\/octodeep-vsechny_ai_nastroje-v-jednom-banner-ai-aplikace-1024x328.png\" alt=\"Octodeep - v\u0161echny AI n\u00e1stroje v jedn\u00e9 aplikaci\" class=\"wp-image-3331\" srcset=\"https:\/\/octodeep.com\/blog\/wp-content\/uploads\/2025\/07\/octodeep-vsechny_ai_nastroje-v-jednom-banner-ai-aplikace-1024x328.png 1024w, https:\/\/octodeep.com\/blog\/wp-content\/uploads\/2025\/07\/octodeep-vsechny_ai_nastroje-v-jednom-banner-ai-aplikace-300x96.png 300w, https:\/\/octodeep.com\/blog\/wp-content\/uploads\/2025\/07\/octodeep-vsechny_ai_nastroje-v-jednom-banner-ai-aplikace-768x246.png 768w, https:\/\/octodeep.com\/blog\/wp-content\/uploads\/2025\/07\/octodeep-vsechny_ai_nastroje-v-jednom-banner-ai-aplikace.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">D\u016fle\u017eit\u00e9 vlastnosti a schopnosti LLM<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Porozum\u011bn\u00ed a generov\u00e1n\u00ed textu<\/strong>: LLM dok\u00e1\u017eou nejen analyzovat a shrnovat existuj\u00edc\u00ed texty, ale tak\u00e9 vytv\u00e1\u0159et nov\u00e9, smyslupln\u00e9 v\u011bty a odstavce, kter\u00e9 p\u016fsob\u00ed velmi lidsky.<\/li>\n\n\n\n<li><strong>P\u0159eklad mezi jazyky<\/strong>: D\u00edky tr\u00e9ninku na v\u00edcejazy\u010dn\u00fdch datech zvl\u00e1daj\u00ed LLM p\u0159ekl\u00e1dat texty s p\u0159ekvapivou p\u0159esnost\u00ed a zachov\u00e1n\u00edm kontextu.<\/li>\n\n\n\n<li><strong>Odpov\u00edd\u00e1n\u00ed na ot\u00e1zky<\/strong>: Modely mohou fungovat jako chatboti, kte\u0159\u00ed odpov\u00eddaj\u00ed na dotazy u\u017eivatel\u016f a vedou s nimi konverzaci.<\/li>\n\n\n\n<li><strong>Anal\u00fdza sentimentu<\/strong>: LLM dok\u00e1\u017eou rozpoznat n\u00e1ladu a emoce v textu, co\u017e se vyu\u017e\u00edv\u00e1 nap\u0159\u00edklad v anal\u00fdze z\u00e1kaznick\u00fdch recenz\u00ed.<\/li>\n\n\n\n<li><strong>Tvorba p\u016fvodn\u00edho obsahu<\/strong>: Od \u010dl\u00e1nk\u016f p\u0159es b\u00e1sn\u011b a\u017e po programovac\u00ed k\u00f3d \u2013 LLM zvl\u00e1daj\u00ed generovat obsah na z\u00e1klad\u011b kr\u00e1tk\u00e9ho zad\u00e1n\u00ed (<a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/co-je-prompt-klic-pro-komunikaci-s-ai\/\">promptu<\/a>).<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">P\u0159\u00edklady vyu\u017eit\u00ed v praxi<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Chatboti a virtu\u00e1ln\u00ed <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/ai-asistenti-v-octodeep-vas-tym-virtualnich-profesionalu\/\">asistenti<\/a><\/strong> (nap\u0159. <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/chatgpt-kompletni-pruvodce\/\">ChatGPT<\/a>, Google Bard)<\/li>\n\n\n\n<li><strong>Automatizovan\u00e1 z\u00e1kaznick\u00e1 podpora<\/strong><\/li>\n\n\n\n<li><strong>Strojov\u00fd p\u0159eklad<\/strong><\/li>\n\n\n\n<li><strong>Generov\u00e1n\u00ed marketingov\u00fdch text\u016f a shrnut\u00ed dokument\u016f nap\u0159\u00edklad pro copywritery<\/strong><\/li>\n\n\n\n<li><strong>Anal\u00fdza sentimentu v recenz\u00edch a na soci\u00e1ln\u00edch s\u00edt\u00edch<\/strong><\/li>\n\n\n\n<li><strong>N\u00e1vrh a generov\u00e1n\u00ed programov\u00e9ho k\u00f3du t\u0159eba <\/strong><strong>v Pythonu, JavaScriptu nebo Ruby<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Jak\u00e9 jsou v\u00fdhody a v\u00fdzvy LLM<\/h2>\n\n\n\n<p><strong><a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/vyhody-a-nevyhody-umele-inteligence-co-prinasi-a-na-co-si-dat-pozor\/\">V\u00fdhody<\/a>:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Zrychlen\u00ed a automatizace rutinn\u00edch \u00fakol\u016f<\/li>\n\n\n\n<li>Zlep\u0161en\u00ed z\u00e1kaznick\u00e9 zku\u0161enosti d\u00edky personalizovan\u00e9 komunikaci<\/li>\n\n\n\n<li>Schopnost zpracovat a analyzovat obrovsk\u00e9 mno\u017estv\u00ed nestrukturovan\u00fdch dat<\/li>\n<\/ul>\n\n\n\n<p><strong>V\u00fdzvy:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>V\u00fdpo\u010detn\u00ed n\u00e1ro\u010dnost<\/strong>: Tr\u00e9nink i provoz LLM vy\u017eaduje velk\u00e9 mno\u017estv\u00ed v\u00fdpo\u010detn\u00edch zdroj\u016f a energie. Existuj\u00ed toti\u017e i SML, small language models, nap\u0159\u00edklad Google Gemma nebo MicrosoftPhi2, tedy modely, kter\u00e9 vyjad\u0159uj\u00ed v\u00fdrazn\u011b m\u00e9n\u011b v\u00fdpo\u010detn\u00ed energie. D\u00edky tomu jsou i rychlej\u0161\u00ed a hod\u00ed se v kontextech, kde pot\u0159ebujeme odpov\u011b\u010f v re\u00e1ln\u00e9m \u010dase.<\/li>\n\n\n\n<li><strong><a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/etika-umele-inteligence\/\">Etick\u00e9<\/a> ot\u00e1zky<\/strong>: Modely mohou ne\u00famysln\u011b \u0161\u00ed\u0159it dezinformace, stereotypy nebo b\u00fdt zneu\u017eity ke generov\u00e1n\u00ed \u0161kodliv\u00e9ho obsahu.<\/li>\n\n\n\n<li><strong>Omezen\u00ed v porozum\u011bn\u00ed kontextu<\/strong>: I kdy\u017e LLM dok\u00e1\u017eou napodobit lidsk\u00fd jazyk, n\u011bkdy nerozum\u00ed hlub\u0161\u00edmu kontextu nebo generuj\u00ed tzv. \u201ehalucinace\u201c \u2013 smy\u0161len\u00e9 informace prezentovan\u00e9 jako fakta.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/octodeep.com\/blog\/je-ai-nebezpecna-jak-realna-jsou-jeji-rizika\/\">Riziko<\/a> \u00faniku citliv\u00fdch dat<\/strong>: Modely mohou necht\u011bn\u011b generovat obsah obsahuj\u00edc\u00ed \u010d\u00e1sti tr\u00e9novac\u00edch dat, pokud nebyla data spr\u00e1vn\u011b anonymizov\u00e1na.<\/li>\n\n\n\n<li><strong>Nepr\u016fhlednost (\u201eblack box\u201c):<\/strong>&nbsp;Je obt\u00ed\u017en\u00e9 vysv\u011btlit, pro\u010d model generoval konkr\u00e9tn\u00ed odpov\u011b\u010f.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Jak se tr\u00e9nuj\u00ed LLM?<\/h2>\n\n\n\n<p>Tr\u00e9nink LLM je komplexn\u00ed proces zahrnuj\u00edc\u00ed:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Shroma\u017e\u010fov\u00e1n\u00ed a \u010di\u0161t\u011bn\u00ed dat<\/strong> \u2013 v\u00fdb\u011br kvalitn\u00edch a r\u016fznorod\u00fdch textov\u00fdch zdroj\u016f.<\/li>\n\n\n\n<li><strong>Tokenizace<\/strong> \u2013 p\u0159evod textu do \u010d\u00edseln\u00e9 podoby, se kterou model pracuje.<\/li>\n\n\n\n<li><strong>Vlastn\u00ed tr\u00e9nink<\/strong> \u2013 model se u\u010d\u00ed p\u0159edpov\u00eddat dal\u0161\u00ed slovo (nebo \u010d\u00e1st textu) na z\u00e1klad\u011b p\u0159edchoz\u00edho kontextu.<\/li>\n\n\n\n<li><strong>Lad\u011bn\u00ed na konkr\u00e9tn\u00ed \u00fakoly<\/strong> \u2013 model lze d\u00e1le dola\u010fovat na specializovan\u00fdch datech, nap\u0159. pro pr\u00e1vn\u00ed, l\u00e9ka\u0159sk\u00e9 nebo technick\u00e9 pou\u017eit\u00ed.<\/li>\n<\/ol>\n\n\n\n<p>Z toho vypl\u00fdv\u00e1, \u017ee jde pouze o pravd\u011bpodobnostn\u00ed modely, kter\u00e9 nedok\u00e1\u017e\u00ed samy p\u0159em\u00fd\u0161let, zat\u00edm se to ale sp\u00ed\u0161e u\u010d\u00ed, jako stroje. Oproti GAN jsou vhodn\u011bj\u0161\u00ed sp\u00ed\u0161e pro pr\u00e1ci s textem, od toho je i ozna\u010den\u00ed \u201cjazykov\u00fd\u201d. Tak\u00e9 jim st\u00e1le chyb\u00ed hlub\u0161\u00ed porozum\u011bn\u00ed, kreativita a schopnost adaptace na \u00farovni \u010dlov\u011bka, ale oproti tradi\u010dn\u00edm algoritm\u016fm dok\u00e1\u017eou pracovat s mnohem \u0161ir\u0161\u00edm kontextem a jazykovou variabilitou.<br>Existuj\u00ed ale i dal\u0161\u00ed modely, jako jsou:&nbsp;<\/p>\n\n\n\n<p><strong>Klasifika\u010dn\u00ed modely<\/strong> (nap\u0159. rozhodovac\u00ed stromy, SVM, men\u0161\u00ed <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/neuronove-site-jak-funguje-motor-moderni-umele-inteligence\/\">neuronov\u00e9 s\u00edt\u011b<\/a>), kter\u00e9 rozpozn\u00e1vaj\u00ed, do kter\u00e9 kategorie dan\u00fd vstup pat\u0159\u00ed (nap\u0159. spam\/nespam).<\/p>\n\n\n\n<p><strong>Regresn\u00ed modely<\/strong>, kter\u00e9 p\u0159edpov\u00eddaj\u00ed \u010d\u00edseln\u00e9 hodnoty (nap\u0159. cenu domu).<\/p>\n\n\n\n<p><strong>Konvolu\u010dn\u00ed neuronov\u00e9 s\u00edt\u011b (CNN)<\/strong>, kter\u00e9 se specializuj\u00ed na zpracov\u00e1n\u00ed obrazov\u00fdch dat (nap\u0159. rozpozn\u00e1v\u00e1n\u00ed objekt\u016f na fotografi\u00edch).<\/p>\n\n\n\n<p><strong>Rekurentn\u00ed neuronov\u00e9 s\u00edt\u011b (RNN)<\/strong>, kter\u00e9 jsou vhodn\u00e9 pro pr\u00e1ci s \u010dasov\u00fdmi \u0159adami nebo sekvencemi (nap\u0159\u00edklad p\u0159edpov\u011b\u010f po\u010das\u00ed).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Jak\u00e1 je budoucnost LLM<\/h2>\n\n\n\n<p>Velk\u00e9 jazykov\u00e9 modely se st\u00e1le rychle vyv\u00edjej\u00ed \u2013 st\u00e1vaj\u00ed se multimod\u00e1ln\u00edmi (um\u00ed zpracov\u00e1vat nejen text, ale i obr\u00e1zky, zvuk \u010di <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/ai-video-a-nova-era-ve-svete-digitalniho-obsahu\/\">video<\/a>), zlep\u0161uje se jejich schopnost \u201euva\u017eovat\u201c a \u0159e\u0161it slo\u017eit\u011bj\u0161\u00ed \u00falohy. S rostouc\u00edm v\u00fdkonem a dostupnost\u00ed budou LLM \u010d\u00edm d\u00e1l v\u00edce ovliv\u0148ovat podnik\u00e1n\u00ed, vzd\u011bl\u00e1v\u00e1n\u00ed i ka\u017edodenn\u00ed \u017eivot. Z\u00e1rove\u0148 je v\u0161ak d\u016fle\u017eit\u00e9 \u0159e\u0161it <a href=\"https:\/\/octodeep.com\/blog\/etika-umele-inteligence\/\">etick\u00e9 ot\u00e1zky <\/a>a zajistit bezpe\u010dn\u00e9 a odpov\u011bdn\u00e9 pou\u017e\u00edv\u00e1n\u00ed t\u011bchto technologi\u00ed. <a rel=\"nofollow\" href=\"https:\/\/octodeep.com\/blog\/etika-umele-inteligence\/\">Neetick\u00e9<\/a> je zejm\u00e9na vyu\u017e\u00edv\u00e1n\u00ed fotografi\u00ed ciz\u00edch lid\u00ed k tr\u00e9nov\u00e1n\u00ed model\u016f nebo taky autorsk\u00fdch um\u011bleck\u00fdch d\u011bl.<\/p>\n\n\n\n<p>Aktualizov\u00e1no dne: 8. 7. 2025<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-custom-btn-background-color has-background has-medium-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/octodeep.com\/cs\">Vyzkou\u0161ejte aplikaci OCTODEEP ZDARMA<\/a><\/div>\n<\/div>\n\n\n\n<p><strong>Zdroje:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Shaip.com [online]. [cit. 07. 07. 2025]. Dostupn\u00e9 z: <a href=\"https:\/\/cs.shaip.com\/blog\/a-guide-large-language-model-llm\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/cs.shaip.com\/blog\/a-guide-large-language-model-llm\/<\/a><\/li>\n\n\n\n<li>Cloudflare: What is a Large Language Model?<strong> <\/strong>[online]. [cit. 07. 07. 2025]. Dostupn\u00e9 z: <a href=\"https:\/\/www.cloudflare.com\/learning\/ai\/what-is-large-language-model\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.cloudflare.com\/learning\/ai\/what-is-large-language-model\/<\/a><\/li>\n\n\n\n<li>Co je LLM? Rychl\u00fd p\u0159ehled jazykov\u00fdch model\u016f, funkc\u00ed a vyu\u017eit\u00ed [online]. [cit. 07. 07. 2025]. Dostupn\u00e9 z: <a href=\"https:\/\/engeto.cz\/blog\/ai\/co-je-llm-velke-jazykove-modely\/\">https:\/\/engeto.cz\/blog\/ai\/co-je-llm-velke-jazykove-modely\/<\/a><\/li>\n<\/ol>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Velk\u00e9 jazykov\u00e9 modely, \u010dasto ozna\u010dovan\u00e9 zkratkou LLM (z anglick\u00e9ho Large Language Model), jsou modern\u00ed typy syst\u00e9m\u016f um\u011bl\u00e9 inteligence navr\u017een\u00e9 ke zpracov\u00e1n\u00ed, porozum\u011bn\u00ed a generov\u00e1n\u00ed textu v p\u0159irozen\u00e9m jazyce. Konkr\u00e9tn\u011b se jedn\u00e1 o podtyp AI technologie v r\u00e1mci Deep learning (hlubok\u00e9ho u\u010den\u00ed), kter\u00fd se zam\u011b\u0159uje zejm\u00e9na na anal\u00fdzu textu. V posledn\u00edch letech se staly kl\u00ed\u010dovou technologi\u00ed [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2993,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[20],"tags":[],"class_list":["post-2973","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novinky-z-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Velk\u00e9 jazykov\u00e9 modely: Co jsou za\u010d a jak funguj\u00ed? | OCTODEEP.COM<\/title>\n<meta name=\"description\" content=\"Velk\u00e9 jazykov\u00e9 modely: Co jsou za\u010d a jak funguj\u00ed? 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