{"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\/hu\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/","title":{"rendered":"Robban\u00e1s! A DeepSeek k\u00ednai \u00faj\u00e9vi aj\u00e1nd\u00e9ka - a multimod\u00e1lis modell r\u00e9szletes magyar\u00e1zata Janus-Pro"},"content":{"rendered":"<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div>\n<p>Robban\u00e1s!<a href=\"https:\/\/www.deepseek.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"> DeepSeek<\/a>a k\u00ednai \u00faj\u00e9vi aj\u00e1nd\u00e9k - a multimod\u00e1lis modell r\u00e9szletes magyar\u00e1zata 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\">A DeepSeek leg\u00fajabb Janus-Pro modellje <\/a>k\u00f6zvetlen\u00fcl \u00f6sszekapcsolja a multimod\u00e1lis mesters\u00e9ges intelligencia \"bal \u00e9s jobb agyf\u00e9ltek\u00e9j\u00e9t\"!<\/p>\n\n\n\n<p>Ez a k\u00e9tarc\u00fa gyilkos, amely egyszerre k\u00e9pes k\u00e9p- \u00e9s sz\u00f6veg\u00e9rt\u00e9sre \u00e9s k\u00e9pgener\u00e1l\u00e1sra, saj\u00e1t fejleszt\u00e9s\u0171 keretrendszer\u00e9vel \u00fajra\u00edrja az ipar\u00e1g szab\u00e1lyait.<\/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>Ez nem a funkci\u00f3k egyszer\u0171 szuperpoz\u00edci\u00f3ja, hanem a vizu\u00e1lis k\u00f3dol\u00e1si \u00fatvonal sz\u00e9tv\u00e1laszt\u00e1s\u00e1val a modell el\u00e9rte a val\u00f3di \"egy elme, k\u00e9t haszn\u00e1lat\" elv\u00e9t.<\/p>\n\n\n\n<p>A hagyom\u00e1nyos multimod\u00e1lis modellek olyanok, mintha ugyanazt a kezet haszn\u00e1ln\u00e1nk \u00edr\u00e1sra \u00e9s rajzol\u00e1sra, m\u00edg az Janus-Pro k\u00f6zvetlen\u00fcl k\u00e9t neur\u00e1lis rendszerrel szereli fel a mesters\u00e9ges intelligenci\u00e1t!<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_72 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\">Tartalomjegyz\u00e9k<\/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=\"Toggle Tartalomjegyz\u00e9k\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/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\/hu\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#Framework_revolution_solving_the_century-old_problem_of_multimodality\" title=\"Keretforradalom: a multimodalit\u00e1s \u00e9vsz\u00e1zados probl\u00e9m\u00e1j\u00e1nak megold\u00e1sa\">Keretforradalom: a multimodalit\u00e1s \u00e9vsz\u00e1zados probl\u00e9m\u00e1j\u00e1nak megold\u00e1sa<\/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\/hu\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#Training_strategy_the_evolutionary_path_to_three-step_success\" title=\"K\u00e9pz\u00e9si strat\u00e9gia: az evol\u00faci\u00f3s \u00fat a h\u00e1roml\u00e9pcs\u0151s sikerhez\">K\u00e9pz\u00e9si strat\u00e9gia: az evol\u00faci\u00f3s \u00fat a h\u00e1roml\u00e9pcs\u0151s sikerhez<\/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\/hu\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#Performance_master\" title=\"Teljes\u00edtm\u00e9ny mester\">Teljes\u00edtm\u00e9ny mester<\/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\/hu\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#MIT_open_source_feel_free_to_play\" title=\"MIT ny\u00edlt forr\u00e1sk\u00f3d: j\u00e1tszhatsz b\u00e1tran!\">MIT ny\u00edlt forr\u00e1sk\u00f3d: j\u00e1tszhatsz b\u00e1tran!<\/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\/hu\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#Practical_value_lowering_the_barrier_to_entry\" title=\"Gyakorlati \u00e9rt\u00e9k: a bel\u00e9p\u00e9si korl\u00e1tok cs\u00f6kkent\u00e9se\">Gyakorlati \u00e9rt\u00e9k: a bel\u00e9p\u00e9si korl\u00e1tok cs\u00f6kkent\u00e9se<\/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\/hu\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#DeepSeeks_comprehensive_breakthrough\" title=\"A DeepSeek \u00e1tfog\u00f3 \u00e1tt\u00f6r\u00e9se\">A DeepSeek \u00e1tfog\u00f3 \u00e1tt\u00f6r\u00e9se<\/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\/hu\/explosion-deepseeks-chinese-new-year-gift-a-detailed-explanation-of-the-multimodal-model-janus-pro\/#Janus_pro_Related_links_and_documents\" title=\"Janus pro Kapcsol\u00f3d\u00f3 linkek \u00e9s dokumentumok\">Janus pro Kapcsol\u00f3d\u00f3 linkek \u00e9s dokumentumok<\/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>Keretforradalom: a multimodalit\u00e1s \u00e9vsz\u00e1zados probl\u00e9m\u00e1j\u00e1nak megold\u00e1sa<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Az Janus-Pro legk\u00edm\u00e9letlenebb \u00faj\u00edt\u00e1sa a vizu\u00e1lis k\u00f3dol\u00e1s k\u00e9t f\u00fcggetlen csatorn\u00e1ra val\u00f3 feloszt\u00e1sa.<\/p>\n\n\n\n<p>Ez olyan, mintha a mesters\u00e9ges intelligenci\u00e1t a meg\u00e9rt\u00e9s szem\u00e9vel \u00e9s az alkot\u00e1s kez\u00e9vel szereln\u00e9nk fel, hogy a modell t\u00f6bb\u00e9 ne k\u00fczdj\u00f6n a \"k\u00e9ple\u00edr\u00e1s\" \u00e9s a \"sz\u00f6vegb\u0151l k\u00e9p\" feldolgoz\u00e1sa sor\u00e1n.<\/p>\n\n\n\n<p>A legnagyobb \u00e1tt\u00f6r\u00e9st a vadonat\u00faj, egys\u00e9ges architekt\u00fara kialak\u00edt\u00e1sa jelenti. Ez az architekt\u00fara h\u00e1rom alapvet\u0151 komponensb\u0151l \u00e1ll:<\/p>\n\n\n\n<p>Autoencoder: mint az alapvet\u0151 nyelvi modell<\/p>\n\n\n\n<p>SigLIP-L@384: felel\u0151s a k\u00e9pi meg\u00e9rt\u00e9s k\u00f3dol\u00e1s\u00e1\u00e9rt<\/p>\n\n\n\n<p>VQ-VAE a LlamaGen alapj\u00e1n: k\u00e9pgener\u00e1l\u00e1shoz<\/p>\n\n\n\n<p>A vizu\u00e1lis k\u00f3dol\u00e1s f\u00fcggetlen \u00fatvonalakra t\u00f6rt\u00e9n\u0151 sz\u00e9tv\u00e1laszt\u00e1s\u00e1val, ugyanakkor az egys\u00e9ges transzform\u00e1tor-architekt\u00fara fenntart\u00e1s\u00e1val az Janus-Pro zseni\u00e1lisan oldja fel a kor\u00e1bbi modellek szerepkonfliktus\u00e1t a vizu\u00e1lis k\u00f3dol\u00f3ban.<\/p>\n\n\n\n<p>@reach_vb r\u00e1mutat a legfontosabb \u00e1tt\u00f6r\u00e9sre az architekt\u00far\u00e1ban:<\/p>\n\n\n\n<p>A modell a DeepSeek-LLM-1.5b\/7b-re \u00e9p\u00fcl, SigLIP-L-t haszn\u00e1l a 384\u00d7384 k\u00e9pm\u00e9ret\u0171 bemenetek feldolgoz\u00e1s\u00e1hoz, \u00e9s a k\u00f3dol\u00e1si folyamatot feladatspecifikus \u00fatvonalakon kereszt\u00fcl sz\u00e9tv\u00e1lasztja.<\/p>\n\n\n\n<p>Ez a kialak\u00edt\u00e1s lehet\u0151v\u00e9 teszi, hogy a modell z\u00f6kken\u0151mentesen v\u00e1ltson a multimod\u00e1lis feladatok k\u00f6z\u00f6tt, mik\u00f6zben egyetlen Transformer architekt\u00far\u00e1t tart fenn.<\/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>K\u00e9pz\u00e9si strat\u00e9gia: az evol\u00faci\u00f3s \u00fat a h\u00e1roml\u00e9pcs\u0151s sikerhez<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A DeepSeek csapata egy gondosan megtervezett, h\u00e1roml\u00e9pcs\u0151s k\u00e9pz\u00e9si folyamatot alkalmazott:<\/p>\n\n\n\n<p>1. szakasz: \u00daj param\u00e9terek k\u00e9pz\u00e9se az ImageNet-adatk\u00e9szleten a vizu\u00e1lis \u00e9s nyelvi elemek k\u00f6z\u00f6tti fogalmi kapcsolatok l\u00e9trehoz\u00e1sa \u00e9rdek\u00e9ben.<\/p>\n\n\n\n<p>2. szakasz: Multimod\u00e1lis hibrid adathalmaz bevezet\u00e9se a teljes param\u00e9ter-finomhangol\u00e1shoz<\/p>\n\n\n\n<p>3. szakasz: A parancsk\u00f6vet\u00e9si \u00e9s p\u00e1rbesz\u00e9dk\u00e9pess\u00e9g jav\u00edt\u00e1sa fel\u00fcgyelt finomhangol\u00e1ssal<\/p>\n\n\n\n<p>Innovat\u00edv kiigaz\u00edt\u00e1sokat v\u00e9geztek az adatok ar\u00e1ny\u00e1ban is:<\/p>\n\n\n\n<p>K\u00e9pmeg\u00e9rt\u00e9si feladat: 50% (jelent\u0151s n\u00f6veked\u00e9s)<\/p>\n\n\n\n<p>K\u00e9pgener\u00e1l\u00e1si feladat: 40<\/p>\n\n\n\n<p>Sz\u00f6veges feladat: 10%<\/p>\n\n\n\n<p>@iScienceLuvr r\u00e1mutat az edz\u00e9s titk\u00e1ra:<\/p>\n\n\n\n<p>A sz\u00f6veges feladatok ar\u00e1ny\u00e1t sz\u00e1nd\u00e9kosan cs\u00f6kkentett\u00e9k a finomhangol\u00e1s harmadik szakasz\u00e1ban.<\/p>\n\n\n\n<p>Ez arra k\u00e9nyszer\u00edti a modellt, hogy a sz\u00e1m\u00edt\u00e1si teljes\u00edtm\u00e9ny\u00e9t az intermod\u00e1lis konverzi\u00f3ra \u00f6sszpontos\u00edtsa.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Performance_master\"><\/span>Teljes\u00edtm\u00e9ny mester<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Ez a \"mindenes\" sz\u00f6rnyeteg a k\u00e9t legfontosabb m\u00e9r\u0151sz\u00e1mban gyilkol!<\/p>\n\n\n\n<p>A hivatalos tesztek azt mutatj\u00e1k, hogy az Janus-Pro nem csak az el\u0151z\u0151 egys\u00e9ges\u00edtett modellt veri, de m\u00e9g a speci\u00e1lis modellekkel is felveszi a versenyt - a sz\u00f6veg\u00e9rt\u00e9si feladatban olyan magas pontsz\u00e1mot \u00e9rt el, mint az LLaVA, \u00e9s a gener\u00e1ci\u00f3s min\u0151s\u00e9gben fel\u00fclm\u00falja a DALL-E 3-at!<\/p>\n\n\n\n<p>0,8-as GenEval pontsz\u00e1m\u00e1val az SD3-Mediumot is megsz\u00e9gyen\u00edti.<\/p>\n\n\n\n<p>\u00e9s 84,19-es DPG-Bench pontsz\u00e1m\u00e1val a vizu\u00e1lis alkot\u00e1s min\u0151s\u00e9ge k\u00f6zel \u00e1ll a professzion\u00e1lis tervez\u0151k\u00e9hez.<\/p>\n\n\n\n<p>Ennek alapja egy 72 milli\u00f3 szintetikus k\u00e9pet tartalmaz\u00f3 k\u00e9pz\u00e9si strat\u00e9gia \u00e9s h\u00e1rom k\u00e9pz\u00e9si szakasz (adapteres k\u00e9pz\u00e9s \u2192 egys\u00e9ges\u00edtett el\u0151k\u00e9pz\u00e9s \u2192 fel\u00fcgyelt finomhangol\u00e1s), amely a modellt sz\u00f3 szerint \"multimod\u00e1lis mesterr\u00e9\" tette.<\/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 k\u00f6zz\u00e9tette a t\u00e9nyleges m\u00e9r\u00e9sek \u00f6sszehasonl\u00edt\u00e1s\u00e1t:<\/p>\n\n\n\n<p>A 4 bites kvant\u00e1lt v\u00e1ltozatot egy iPhone-on futtatva a k\u00f6vetkeztet\u00e9s sebess\u00e9ge k\u00f6zel 60 token\/s.<\/p>\n\n\n\n<p>A gener\u00e1lt 384\u00d7384-es miniat\u0171r k\u00e9pen t\u00e9nylegesen olvashat\u00f3 a rendsz\u00e1mt\u00e1bla sz\u00f6vege<\/p>\n\n\n\n<p>A multimod\u00e1lis meg\u00e9rt\u00e9si benchmark tesztben az Janus-Pro-7B elk\u00e9peszt\u0151en er\u0151snek bizonyult:<\/p>\n\n\n\n<p>P\u00c1PA: 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>A k\u00e9palkot\u00e1s tekintet\u00e9ben a modell 0,8-as GenEval-pontsz\u00e1mot \u00e9s 84,19-es DPG-Bench-pontsz\u00e1mot \u00e9rt el, ami sz\u00e1mos mainstream modellt, k\u00f6zt\u00fck a DALL-E 3-at \u00e9s az SD3-Mediumot is fel\u00fclm\u00falja.<\/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 ny\u00edlt forr\u00e1sk\u00f3d: j\u00e1tszhatsz b\u00e1tran!<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A DeepSeek ez\u00fattal ford\u00edtott a kock\u00e1n - a 7B\/1B kett\u0151s verzi\u00f3 teljesen ny\u00edlt forr\u00e1sk\u00f3d\u00fa, \u00e9s a MIT licenc lehet\u0151v\u00e9 teszi a kereskedelmi m\u00f3dos\u00edt\u00e1sokat!<\/p>\n\n\n\n<p>Az Hugging Face azonnal let\u00f6lthet\u0151, \u00e9s m\u00e9g az 1B lightweight verzi\u00f3 is futtathat\u00f3 helyben egy iPhone-on.<\/p>\n\n\n\n<p>A fejleszt\u0151 @angrypenguinPNG \u00e9l\u0151 bemutat\u00f3t tartott:<\/p>\n\n\n\n<p>Adja be a \"future city night scene\" kifejez\u00e9st, \u00e9s m\u00e1sodpercek alatt megjelent egy cyberpunk utcak\u00e9p.<\/p>\n\n\n\n<p>K\u00f6zel\u00edtsen r\u00e1 a jelenet r\u00e9szleteinek vizsg\u00e1lat\u00e1hoz, \u00e9s a modell pontosan le tudja \u00edrni a neonf\u00e9nyek gradiens\u00e9t.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Practical_value_lowering_the_barrier_to_entry\"><\/span>Gyakorlati \u00e9rt\u00e9k: a bel\u00e9p\u00e9si korl\u00e1tok cs\u00f6kkent\u00e9se<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A k\u00fcl\u00f6nb\u00f6z\u0151 forgat\u00f3k\u00f6nyvek ig\u00e9nyeinek kiel\u00e9g\u00edt\u00e9s\u00e9re a DeepSeek k\u00e9t v\u00e1ltozatot k\u00edn\u00e1l:<\/p>\n\n\n\n<p>Janus-Pro-7B: a teljes verzi\u00f3, er\u0151teljes teljes\u00edtm\u00e9nnyel<\/p>\n\n\n\n<p>Janus-Pro-1B: egy k\u00f6nny\u00edtett verzi\u00f3, amely k\u00f6zvetlen\u00fcl a b\u00f6ng\u00e9sz\u0151ben futtathat\u00f3.<\/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>Mindk\u00e9t verzi\u00f3 ny\u00edlt forr\u00e1sk\u00f3d\u00fa a Hugging Face platformon, \u00e9s MIT licenc alatt ker\u00fclt kiad\u00e1sra, \u00edgy a fejleszt\u0151k szabadon haszn\u00e1lhatj\u00e1k \u00e9s m\u00f3dos\u00edthatj\u00e1k \u0151ket.<\/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>A DeepSeek \u00e1tfog\u00f3 \u00e1tt\u00f6r\u00e9se<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Most a legizgalmasabb k\u00e9rd\u00e9s: amikor a meg\u00e9rt\u00e9shez \u00e9s a gener\u00e1l\u00e1shoz m\u00e1r nem lesz sz\u00fcks\u00e9g k\u00e9t k\u00fcl\u00f6n modellre, a megl\u00e9v\u0151 AI-alkalmaz\u00e1si architekt\u00fara kollekt\u00edvan felbomlik-e?<\/p>\n\n\n\n<p>Azoknak, akik m\u00e9g mindig k\u00fczdenek az egy-mod\u00e1lis alkalmaz\u00e1sokkal, \u00e9rdemes megfontolniuk, hogy egy\u00fcttm\u0171k\u00f6d\u0151 alkalmaz\u00e1sokat fejlesszenek ki a bal \u00e9s a jobb agyf\u00e9lteke sz\u00e1m\u00e1ra.<\/p>\n\n\n\n<p>V\u00e9g\u00fcl is egy olyan modell, amely egyszerre k\u00e9pes j\u00e1tszani a sz\u00f6veggel \u00e9s a grafik\u00e1val, a multimodalit\u00e1s igazi megtestes\u00edt\u0151je.<\/p>\n\n\n\n<p>\u00c9rdemes megjegyezni, hogy az Janus-Pro kiad\u00e1sa csak egy a DeepSeek k\u00f6zelm\u00faltbeli jelent\u0151s \u00e1tt\u00f6r\u00e9seinek sor\u00e1ban:<\/p>\n\n\n\n<p>A Perplexity integr\u00e1lta a DeepSeek R1 modellt a m\u00e9ly webes keres\u00e9shez<\/p>\n\n\n\n<p>A DeepSeek R1 desztill\u00e1lt verzi\u00f3ja 60 token\/s lok\u00e1lis k\u00f6vetkeztet\u00e9si sebess\u00e9get \u00e9r el az iPhone-on.<\/p>\n\n\n\n<p>A DeepSeek AI Assistant az App Store ingyenes list\u00e1j\u00e1nak \u00e9l\u00e9re ugrott<\/p>\n\n\n\n<p>\u00e9s rendk\u00edv\u00fcl gyors k\u00f6vetkeztet\u00e9si teljes\u00edtm\u00e9nyt mutatott a Groq platformon.<\/p>\n\n\n\n<p>Ezek az eredm\u00e9nyek a DeepSeek \u00e1tfog\u00f3 erej\u00e9t bizony\u00edtj\u00e1k a mesters\u00e9ges intelligencia ter\u00fclet\u00e9n, \u00e9s az Janus-Pro \u00fatt\u00f6r\u0151 el\u0151rel\u00e9p\u00e9se \u00faj ir\u00e1nyokat nyitott a multimod\u00e1lis mesters\u00e9ges intelligencia fejleszt\u00e9se el\u0151tt.<\/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 Kapcsol\u00f3d\u00f3 linkek \u00e9s dokumentumok<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>A projekt c\u00edme:<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/deepseek-ai\/Janus\" target=\"_blank\" rel=\"noreferrer noopener\">GitHub t\u00e1rol\u00f3<\/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\">Technikai jelent\u00e9s<\/a><\/p>\n\n\n\n<p><strong>Modell let\u00f6lt\u00e9sek:<\/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>Gyors tapasztalat:<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/janusai.pro\/hu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Nincs telep\u00edt\u00e9s, ingyenes, online haszn\u00e1lat janus pro<\/a><\/p>\n\n\n\n<p><strong>Referenciadokument\u00e1ci\u00f3:<\/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\">Gyorsind\u00edt\u00e1si \u00fatmutat\u00f3<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/huggingface.co\/organizations\/deepseek-ai\/activity\/all\" target=\"_blank\" rel=\"noreferrer noopener\">DeepSeek hivatalos esem\u00e9ny<\/a><\/p>\n\n\n\n<p>V\u00e9gezet\u00fcl szeretn\u00e9nk elmondani: Sam Altman c\u00e9gnev\u00e9t, az \u00e1ltala megfestett tort\u00e1t \u00e9s az \u00e1ltala v\u00e9giggondolt utat \u00fagy t\u0171nik, hogy \u00e1tadja ennek a k\u00edv\u00e1ncsis\u00e1gt\u00f3l vez\u00e9relt k\u00ednai c\u00e9gnek, amely folytatja az intelligencia hat\u00e1rainak m\u00e9lyrehat\u00f3 felt\u00e1r\u00e1s\u00e1t!<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Robban\u00e1s! A DeepSeek k\u00ednai \u00faj\u00e9vi aj\u00e1nd\u00e9ka - a multimod\u00e1lis Janus-Pro modell r\u00e9szletes magyar\u00e1zata A DeepSeek leg\u00fajabb Janus-Pro modellje k\u00f6zvetlen\u00fcl \u00f6sszekapcsolja a multimod\u00e1lis AI \"bal \u00e9s jobb agyf\u00e9ltek\u00e9t\"! Ez a k\u00e9tarc\u00fa gyilkos, amely egyszerre k\u00e9pes k\u00e9p- \u00e9s sz\u00f6vegmeg\u00e9rt\u00e9sre \u00e9s k\u00e9pgener\u00e1l\u00e1sra, saj\u00e1t fejleszt\u00e9s\u0171 keretrendszer\u00e9vel \u00fajra\u00edrja az ipar\u00e1g szab\u00e1lyait. Ez nem...<\/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\/hu\/wp-json\/wp\/v2\/posts\/607","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/comments?post=607"}],"version-history":[{"count":1,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/posts\/607\/revisions"}],"predecessor-version":[{"id":610,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/posts\/607\/revisions\/610"}],"wp:attachment":[{"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/media?parent=607"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/categories?post=607"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/tags?post=607"}],"curies":[{"name":"munkaf\u00fczet","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}