{"id":607,"date":"2025-01-28T08:08:27","date_gmt":"2025-01-28T08:08:27","guid":{"rendered":"https:\/\/janusai.pro\/?p=607"},"modified":"2025-01-28T08:08:28","modified_gmt":"2025-01-28T08:08:28","slug":"explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro","status":"publish","type":"post","link":"https:\/\/janusai.pro\/cs\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/","title":{"rendered":"Exploze! D\u00e1rek DeepSeek k \u010d\u00ednsk\u00e9mu Nov\u00e9mu roku - podrobn\u00e9 vysv\u011btlen\u00ed multimod\u00e1ln\u00edho modelu Janus-Pro"},"content":{"rendered":"<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div>\n<p>Exploze!<a href=\"https:\/\/www.deepseek.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"> DeepSeek<\/a>d\u00e1rek k \u010d\u00ednsk\u00e9mu Nov\u00e9mu roku - podrobn\u00e9 vysv\u011btlen\u00ed multimod\u00e1ln\u00edho modelu Janus-Pro<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/rmy9ct2fln.feishu.cn\/space\/api\/box\/stream\/download\/asynccode\/?code=NjQ1ZDQ0YmE4ZDI4ZGU3NWY4NjI3YzZlYzM4NTQ4M2NfR3h1d1pqTHdqaXJsN0xnajFNM3pQOVBUcWZyZ1Y4c3FfVG9rZW46REVyNWJucW1hb1RNWGd4cDA2V2N5NU1ibmpkXzE3MzgwNTEzNzM6MTczODA1NDk3M19WNA\" alt=\"\"\/><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.deepseek.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Nejnov\u011bj\u0161\u00ed model Janus-Pro spole\u010dnosti DeepSeek <\/a>p\u0159\u00edmo propojuje \"lev\u00fd a prav\u00fd mozek\" multimod\u00e1ln\u00ed um\u011bl\u00e9 inteligence!<\/p>\n\n\n\n<p>Tento dvoustrann\u00fd zabij\u00e1k, kter\u00fd dok\u00e1\u017ee sou\u010dasn\u011b porozum\u011bt obrazu a textu a generovat obr\u00e1zky, p\u0159episuje pravidla odv\u011btv\u00ed d\u00edky sv\u00e9mu vlastn\u00edmu vyvinut\u00e9mu r\u00e1mci.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/rmy9ct2fln.feishu.cn\/space\/api\/box\/stream\/download\/asynccode\/?code=MjhiMjc0Y2E3MTdkOWVmYWNlMjIxM2FkM2Q0NzFlYjBfTkl3a0ZwOTNDYnJpVWRMcGtzeU5JVmpmb2VoTEsyN2hfVG9rZW46VThxbGJwU2Yyb0EyeVB4MlY4ZWNZVGE5blBiXzE3MzgwNTEzNzM6MTczODA1NDk3M19WNA\" alt=\"\"\/><\/figure>\n\n\n\n<p>Nejedn\u00e1 se o prostou superpozici funkc\u00ed, ale odd\u011blen\u00edm cesty vizu\u00e1ln\u00edho k\u00f3dov\u00e1n\u00ed model dos\u00e1hl skute\u010dn\u00e9ho \"jedna mysl, dv\u011b pou\u017eit\u00ed\".<\/p>\n\n\n\n<p>Tradi\u010dn\u00ed multimod\u00e1ln\u00ed modely jsou jako psan\u00ed a kreslen\u00ed stejnou rukou, zat\u00edmco Janus-Pro vybavuje um\u011blou inteligenci p\u0159\u00edmo dv\u011bma neuronov\u00fdmi syst\u00e9my!<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Obsah<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"P\u0159epnut\u00ed tabulky obsahu\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">P\u0159ep\u00edna\u010d<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/janusai.pro\/cs\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#Framework_revolution_solving_the_century-old_problem_of_multimodality\" >R\u00e1mcov\u00e1 revoluce: \u0159e\u0161en\u00ed stolet\u00e9ho probl\u00e9mu multimodality<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/janusai.pro\/cs\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#Training_strategy_the_evolutionary_path_to_three-step_success\" >Strategie \u0161kolen\u00ed: evolu\u010dn\u00ed cesta k \u00fasp\u011bchu ve t\u0159ech kroc\u00edch<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/janusai.pro\/cs\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#Performance_master\" >Mistr v\u00fdkonu<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/janusai.pro\/cs\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#MIT_open_source_feel_free_to_play\" >MIT open source: nev\u00e1hejte si hr\u00e1t!<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/janusai.pro\/cs\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#Practical_value_lowering_the_barrier_to_entry\" >Praktick\u00e1 hodnota: sn\u00ed\u017een\u00ed vstupn\u00ed bari\u00e9ry<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/janusai.pro\/cs\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#DeepSeeks_comprehensive_breakthrough\" >Komplexn\u00ed pr\u016flom spole\u010dnosti DeepSeek<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/janusai.pro\/cs\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#Janus_pro_Related_links_and_documents\" >Janus pro Souvisej\u00edc\u00ed odkazy a dokumenty<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Framework_revolution_solving_the_century-old_problem_of_multimodality\"><\/span>R\u00e1mcov\u00e1 revoluce: \u0159e\u0161en\u00ed stolet\u00e9ho probl\u00e9mu multimodality<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Nejd\u016fkladn\u011bj\u0161\u00ed inovac\u00ed Janus-Pro je rozd\u011blen\u00ed vizu\u00e1ln\u00edho k\u00f3dov\u00e1n\u00ed do dvou nez\u00e1visl\u00fdch kan\u00e1l\u016f.<\/p>\n\n\n\n<p>Je to jako vybavit um\u011blou inteligenci okem porozum\u011bn\u00ed a rukou tvorby, tak\u017ee model ji\u017e nebude m\u00edt pot\u00ed\u017ee p\u0159i zpracov\u00e1n\u00ed \"popisu obr\u00e1zku\" a \"p\u0159evodu textu na obr\u00e1zek\".<\/p>\n\n\n\n<p>Jeho nejv\u011bt\u0161\u00ed pr\u016flom spo\u010d\u00edv\u00e1 ve zcela nov\u00e9m designu sjednocen\u00e9 architektury. Tato architektura se skl\u00e1d\u00e1 ze t\u0159\u00ed z\u00e1kladn\u00edch komponent:<\/p>\n\n\n\n<p>Autoenkod\u00e9r: jako z\u00e1kladn\u00ed jazykov\u00fd model<\/p>\n\n\n\n<p>SigLIP-L@384: zodpov\u011bdn\u00fd za k\u00f3dov\u00e1n\u00ed porozum\u011bn\u00ed obrazu<\/p>\n\n\n\n<p>VQ-VAE zalo\u017een\u00fd na LlamaGen: pro generov\u00e1n\u00ed obr\u00e1zk\u016f<\/p>\n\n\n\n<p>Odd\u011blen\u00edm vizu\u00e1ln\u00edho k\u00f3dov\u00e1n\u00ed do nez\u00e1visl\u00fdch cest p\u0159i zachov\u00e1n\u00ed jednotn\u00e9 architektury transform\u00e1toru Janus-Pro d\u016fmysln\u011b \u0159e\u0161\u00ed konflikt rol\u00ed p\u0159edchoz\u00edch model\u016f ve vizu\u00e1ln\u00edm kod\u00e9ru.<\/p>\n\n\n\n<p>@reach_vb upozor\u0148uje na kl\u00ed\u010dov\u00fd pr\u016flom v architektu\u0159e:<\/p>\n\n\n\n<p>Model je postaven na DeepSeek-LLM-1.5b\/7b, pou\u017e\u00edv\u00e1 SigLIP-L ke zpracov\u00e1n\u00ed obrazov\u00fdch vstup\u016f 384\u00d7384 a odd\u011bluje proces k\u00f3dov\u00e1n\u00ed prost\u0159ednictv\u00edm cest specifick\u00fdch pro jednotliv\u00e9 \u00falohy.<\/p>\n\n\n\n<p>Tato konstrukce umo\u017e\u0148uje modelu plynule p\u0159ep\u00ednat mezi multimod\u00e1ln\u00edmi \u00falohami p\u0159i zachov\u00e1n\u00ed jedin\u00e9 architektury transform\u00e1toru.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Training_strategy_the_evolutionary_path_to_three-step_success\"><\/span>Strategie \u0161kolen\u00ed: evolu\u010dn\u00ed cesta k \u00fasp\u011bchu ve t\u0159ech kroc\u00edch<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>T\u00fdm DeepSeek p\u0159ijal pe\u010dliv\u011b navr\u017een\u00fd t\u0159\u00edstup\u0148ov\u00fd proces \u0161kolen\u00ed:<\/p>\n\n\n\n<p>F\u00e1ze 1: Tr\u00e9nink nov\u00fdch parametr\u016f na datov\u00e9 sad\u011b ImageNet s c\u00edlem vytvo\u0159it konceptu\u00e1ln\u00ed spojen\u00ed mezi vizu\u00e1ln\u00edmi a jazykov\u00fdmi prvky.<\/p>\n\n\n\n<p>F\u00e1ze 2: Zaveden\u00ed multimod\u00e1ln\u00edho hybridn\u00edho souboru dat pro \u00fapln\u00e9 dolad\u011bn\u00ed parametr\u016f<\/p>\n\n\n\n<p>F\u00e1ze 3: Zlep\u0161en\u00ed schopnosti sledovat p\u0159\u00edkazy a v\u00e9st dialogy prost\u0159ednictv\u00edm dolad\u011bn\u00ed pod dohledem<\/p>\n\n\n\n<p>Byly tak\u00e9 provedeny inovativn\u00ed \u00fapravy pom\u011bru dat:<\/p>\n\n\n\n<p>\u00daloha porozum\u011bn\u00ed obrazu: 50% (v\u00fdrazn\u00e9 zv\u00fd\u0161en\u00ed)<\/p>\n\n\n\n<p>\u00daloha generov\u00e1n\u00ed obr\u00e1zk\u016f: 40<\/p>\n\n\n\n<p>Textov\u00fd \u00fakol: 10%<\/p>\n\n\n\n<p>@iScienceLuvr upozor\u0148uje na tajemstv\u00ed tr\u00e9ninku:<\/p>\n\n\n\n<p>Pod\u00edl textov\u00fdch \u00faloh byl ve t\u0159et\u00ed f\u00e1zi dola\u010fov\u00e1n\u00ed z\u00e1m\u011brn\u011b sn\u00ed\u017een.<\/p>\n\n\n\n<p>To nut\u00ed model zam\u011b\u0159it sv\u016fj v\u00fdpo\u010detn\u00ed v\u00fdkon na konverzi mezi jednotliv\u00fdmi druhy dopravy.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Performance_master\"><\/span>Mistr v\u00fdkonu<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Toto \"v\u0161estrann\u00e9\" monstrum zab\u00edj\u00ed ve dvou z\u00e1kladn\u00edch ukazatel\u00edch!<\/p>\n\n\n\n<p>Ofici\u00e1ln\u00ed testy ukazuj\u00ed, \u017ee Janus-Pro nejen\u017ee p\u0159ekon\u00e1v\u00e1 p\u0159edchoz\u00ed unifikovan\u00fd model, ale dokonce se m\u016f\u017ee rovnat specializovan\u00fdm model\u016fm - v \u00faloze porozum\u011bn\u00ed dosahuje stejn\u011b vysok\u00fdch v\u00fdsledk\u016f jako LLaVA a v kvalit\u011b generov\u00e1n\u00ed p\u0159ekon\u00e1v\u00e1 DALL-E 3!<\/p>\n\n\n\n<p>S hodnotou GenEval 0,8 zahanbuje SD3-Medium.<\/p>\n\n\n\n<p>a sk\u00f3re DPG-Bench 84,19, jeho kvalita vizu\u00e1ln\u00ed tvorby se bl\u00ed\u017e\u00ed kvalit\u011b profesion\u00e1ln\u00edch design\u00e9r\u016f.<\/p>\n\n\n\n<p>To je zalo\u017eeno na strategii tr\u00e9ninku 72 milion\u016f syntetick\u00fdch sn\u00edmk\u016f a t\u0159ech f\u00e1z\u00edch tr\u00e9ninku (adapta\u010dn\u00ed tr\u00e9nink \u2192 sjednocen\u00fd p\u0159edtr\u00e9nink \u2192 dolad\u011bn\u00ed pod dohledem), d\u00edky \u010demu\u017e se z modelu stal doslova \"multimod\u00e1ln\u00ed mistr\".<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/rmy9ct2fln.feishu.cn\/space\/api\/box\/stream\/download\/asynccode\/?code=YTNjN2M3NjFjMjUzNTMyMTYzMGI2NzU5MzRhYzc2NGNfdUlIMGx1NG5qWVFIcWVkb0NDQlRaM3BpM1N5akpWcWVfVG9rZW46VG9GNWI1a0tsb2NoVUl4S1gzQWNFUm5RblpiXzE3MzgwNTEzNzM6MTczODA1NDk3M19WNA\" alt=\"\"\/><\/figure><\/div>\n\n\n<p>@dr_cintas zve\u0159ejnil srovn\u00e1n\u00ed skute\u010dn\u00fdch m\u011b\u0159en\u00ed:<\/p>\n\n\n\n<p>P\u0159i spu\u0161t\u011bn\u00ed 4bitov\u00e9 kvantizovan\u00e9 verze na iPhonu je rychlost odvozov\u00e1n\u00ed t\u00e9m\u011b\u0159 60 token\u016f\/s.<\/p>\n\n\n\n<p>Vygenerovan\u00e1 miniatura 384\u00d7384 skute\u010dn\u011b dok\u00e1\u017ee p\u0159e\u010d\u00edst text SPZ.<\/p>\n\n\n\n<p>Ve srovn\u00e1vac\u00edm testu multimod\u00e1ln\u00edho porozum\u011bn\u00ed prok\u00e1zal Janus-Pro-7B \u00fa\u017easnou s\u00edlu:<\/p>\n\n\n\n<p>PAPE\u017d: 87.4%<\/p>\n\n\n\n<p>MME-PT: 1567.1<\/p>\n\n\n\n<p>MMBench: 79,2<\/p>\n\n\n\n<p>SEED: 72.1<\/p>\n\n\n\n<p>MMMU: 41.0<\/p>\n\n\n\n<p>MM-Vet: 50.0<\/p>\n\n\n\n<p>Pokud jde o generov\u00e1n\u00ed obrazu, model dos\u00e1hl sk\u00f3re GenEval 0,8 a sk\u00f3re DPG-Bench 84,19, \u010d\u00edm\u017e p\u0159ekonal mnoho b\u011b\u017en\u00fdch model\u016f v\u010detn\u011b DALL-E 3 a SD3-Medium.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"MIT_open_source_feel_free_to_play\"><\/span>MIT open source: nev\u00e1hejte si hr\u00e1t!<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>DeepSeek tentokr\u00e1t obr\u00e1til karty - du\u00e1ln\u00ed verze 7B\/1B je pln\u011b open source a licence MIT umo\u017e\u0148uje komer\u010dn\u00ed \u00fapravy!<\/p>\n\n\n\n<p>Aplikaci Hugging Face si m\u016f\u017eete st\u00e1hnout okam\u017eit\u011b a i odleh\u010denou verzi 1B lze spustit lok\u00e1ln\u011b na iPhonu.<\/p>\n\n\n\n<p>V\u00fdvoj\u00e1\u0159 @angrypenguinPNG p\u0159edvedl \u017eivou uk\u00e1zku:<\/p>\n\n\n\n<p>Zadejte \"future city night scene\" a b\u011bhem n\u011bkolika sekund se objevil kyberpunkov\u00fd pohled na ulici.<\/p>\n\n\n\n<p>P\u0159ibli\u017ete si sc\u00e9nu a prozkoumejte jej\u00ed detaily, model dok\u00e1\u017ee p\u0159esn\u011b popsat sklon neonov\u00fdch sv\u011btel.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Practical_value_lowering_the_barrier_to_entry\"><\/span>Praktick\u00e1 hodnota: sn\u00ed\u017een\u00ed vstupn\u00ed bari\u00e9ry<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Pro pot\u0159eby r\u016fzn\u00fdch sc\u00e9n\u00e1\u0159\u016f nab\u00edz\u00ed DeepSeek dv\u011b verze:<\/p>\n\n\n\n<p>Janus-Pro-7B: pln\u00e1 verze s vysok\u00fdm v\u00fdkonem<\/p>\n\n\n\n<p>Janus-Pro-1B: odleh\u010den\u00e1 verze, kterou lze spustit p\u0159\u00edmo v prohl\u00ed\u017ee\u010di.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/rmy9ct2fln.feishu.cn\/space\/api\/box\/stream\/download\/asynccode\/?code=NTFmYzY0NmFmOWU5YWNkMThlNzBkNjI1YzgyZGZhMThfRUYzZ1BjR2RUYzZkckdFYjloc2tlOUw4dEtSQ2Nqb01fVG9rZW46RDNodGJxeEppb29WU1R4ajdjdWNsZXJwbmRkXzE3MzgwNTEzNzM6MTczODA1NDk3M19WNA\" alt=\"\"\/><\/figure>\n\n\n\n<p>Ob\u011b verze byly otev\u0159eny na platform\u011b Hugging Face a uvoln\u011bny pod licenc\u00ed MIT, tak\u017ee je v\u00fdvoj\u00e1\u0159i mohou voln\u011b pou\u017e\u00edvat a upravovat.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/rmy9ct2fln.feishu.cn\/space\/api\/box\/stream\/download\/asynccode\/?code=NWRhMjEwYjQ0MDQ5ZmE1ZTM0MjBmMzk1ZWM2OWRlYTBfRUJ4S2pIU1dmSG9GaGRTUURJanhxT1ZEQTFkRmU0ZlFfVG9rZW46QUdCUWJ6N2V0b2NoYXh4V2ppamNRRzVNbktjXzE3MzgwNTEzNzM6MTczODA1NDk3M19WNA\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"DeepSeeks_comprehensive_breakthrough\"><\/span>Komplexn\u00ed pr\u016flom spole\u010dnosti DeepSeek<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Nejzaj\u00edmav\u011bj\u0161\u00ed ot\u00e1zkou nyn\u00ed je: a\u017e porozum\u011bn\u00ed a generov\u00e1n\u00ed ji\u017e nebudou vy\u017eadovat dva odd\u011blen\u00e9 modely, dojde ke kolektivn\u00edmu naru\u0161en\u00ed st\u00e1vaj\u00edc\u00ed architektury aplikac\u00ed AI?<\/p>\n\n\n\n<p>Ti, kte\u0159\u00ed se st\u00e1le pot\u00fdkaj\u00ed s multimod\u00e1ln\u00edmi aplikacemi, by m\u011bli zv\u00e1\u017eit v\u00fdvoj kolaborativn\u00edch aplikac\u00ed pro lev\u00fd a prav\u00fd mozek.<\/p>\n\n\n\n<p>Koneckonc\u016f model, kter\u00fd si m\u016f\u017ee sou\u010dasn\u011b hr\u00e1t s textem i grafikou, je skute\u010dn\u00fdm zt\u011blesn\u011bn\u00edm multimodality.<\/p>\n\n\n\n<p>Stoj\u00ed za zm\u00ednku, \u017ee vyd\u00e1n\u00ed Janus-Pro je jen jedn\u00edm z \u0159ady ned\u00e1vn\u00fdch v\u00fdznamn\u00fdch objev\u016f spole\u010dnosti DeepSeek:<\/p>\n\n\n\n<p>Spole\u010dnost Perplexity integrovala model DeepSeek R1 pro hloubkov\u00e9 vyhled\u00e1v\u00e1n\u00ed na webu.<\/p>\n\n\n\n<p>DeepSeek R1 v destilovan\u00e9 verzi dosahuje na iPhonu rychlosti lok\u00e1ln\u00edho odvozov\u00e1n\u00ed 60 token\u016f\/s.<\/p>\n\n\n\n<p>Asistent um\u011bl\u00e9 inteligence DeepSeek se dostal na prvn\u00ed m\u00edsto v seznamu bezplatn\u00fdch aplikac\u00ed App Store<\/p>\n\n\n\n<p>a prok\u00e1zal extr\u00e9mn\u011b rychl\u00fd v\u00fdkon inference na platform\u011b Groq.<\/p>\n\n\n\n<p>Tyto \u00fasp\u011bchy ukazuj\u00ed komplexn\u00ed s\u00edlu spole\u010dnosti DeepSeek v oblasti um\u011bl\u00e9 inteligence a pr\u016flomov\u00fd pokrok Janus-Pro otev\u0159el nov\u00e9 sm\u011bry v\u00fdvoje multimod\u00e1ln\u00ed um\u011bl\u00e9 inteligence.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Janus_pro_Related_links_and_documents\"><\/span>Janus pro Souvisej\u00edc\u00ed odkazy a dokumenty<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>Adresa projektu:<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/deepseek-ai\/Janus\" target=\"_blank\" rel=\"noreferrer noopener\">\u00dalo\u017ei\u0161t\u011b GitHub<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/deepseek-ai\/Janus\/blob\/main\/janus_pro_tech_report.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Technick\u00e1 zpr\u00e1va<\/a><\/p>\n\n\n\n<p><strong>Sta\u017een\u00e9 modely:<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-7B\" target=\"_blank\" rel=\"noreferrer noopener\">Janus-Pro-7B<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-1B\" target=\"_blank\" rel=\"noreferrer noopener\">Janus-Pro-1B<\/a><\/p>\n\n\n\n<p><strong>Rychl\u00e9 zku\u0161enosti:<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/janusai.pro\/cs\/\" target=\"_blank\" rel=\"noreferrer noopener\">Bez nasazen\u00ed, zdarma, online pou\u017eit\u00ed janus pro<\/a><\/p>\n\n\n\n<p><strong>Referen\u010dn\u00ed dokumentace:<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/deepseek-ai\/Janus?tab=readme-ov-file#3-quick-start\" target=\"_blank\" rel=\"noreferrer noopener\">Stru\u010dn\u00fd pr\u016fvodce<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/huggingface.co\/organizations\/deepseek-ai\/activity\/all\" target=\"_blank\" rel=\"noreferrer noopener\">Ofici\u00e1ln\u00ed ud\u00e1lost DeepSeek<\/a><\/p>\n\n\n\n<p>Z\u00e1v\u011brem bychom cht\u011bli \u0159\u00edci: Zd\u00e1 se, \u017ee jm\u00e9no spole\u010dnosti Sama Altmana, kol\u00e1\u010d, kter\u00fd namaloval, a cesta, o kter\u00e9 p\u0159em\u00fd\u0161lel, se p\u0159en\u00e1\u0161ej\u00ed na tuto \u010d\u00ednskou spole\u010dnost, kter\u00e1 se zam\u011b\u0159uje na zv\u011bdavost a bude pokra\u010dovat v hloubkov\u00e9m zkoum\u00e1n\u00ed hranic inteligence!<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Exploze! D\u00e1rek spole\u010dnosti DeepSeek k \u010d\u00ednsk\u00e9mu Nov\u00e9mu roku - podrobn\u00e9 vysv\u011btlen\u00ed multimod\u00e1ln\u00edho modelu Janus-Pro Nejnov\u011bj\u0161\u00ed model Janus-Pro spole\u010dnosti DeepSeek p\u0159\u00edmo propojuje \"lev\u00fd a prav\u00fd mozek\" multimod\u00e1ln\u00ed um\u011bl\u00e9 inteligence! Tento zabij\u00e1k dvou tv\u00e1\u0159\u00ed, kter\u00fd dok\u00e1\u017ee sou\u010dasn\u011b prov\u00e1d\u011bt porozum\u011bn\u00ed obrazu a textu a generov\u00e1n\u00ed obr\u00e1zk\u016f, p\u0159episuje pravidla odv\u011btv\u00ed d\u00edky sv\u00e9mu vlastn\u00edmu vyvinut\u00e9mu r\u00e1mci. To nen\u00ed...<\/p>","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-607","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/janusai.pro\/cs\/wp-json\/wp\/v2\/posts\/607","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/janusai.pro\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/janusai.pro\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/janusai.pro\/cs\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/janusai.pro\/cs\/wp-json\/wp\/v2\/comments?post=607"}],"version-history":[{"count":1,"href":"https:\/\/janusai.pro\/cs\/wp-json\/wp\/v2\/posts\/607\/revisions"}],"predecessor-version":[{"id":610,"href":"https:\/\/janusai.pro\/cs\/wp-json\/wp\/v2\/posts\/607\/revisions\/610"}],"wp:attachment":[{"href":"https:\/\/janusai.pro\/cs\/wp-json\/wp\/v2\/media?parent=607"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/janusai.pro\/cs\/wp-json\/wp\/v2\/categories?post=607"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/janusai.pro\/cs\/wp-json\/wp\/v2\/tags?post=607"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}