{"id":698,"date":"2025-01-29T11:13:31","date_gmt":"2025-01-29T11:13:31","guid":{"rendered":"https:\/\/janusai.pro\/?p=698"},"modified":"2025-01-29T11:14:26","modified_gmt":"2025-01-29T11:14:26","slug":"janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it","status":"publish","type":"post","link":"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/","title":{"rendered":"Janus Pro DeepSeek: En Son Yapay Zeka Modelinin Teknolojisine ve Uygulamas\u0131na Derinlemesine Dal\u0131\u015f | Arkas\u0131ndaki Yenilik\u00e7i G\u00fcc\u00fc Ke\u015ffedin"},"content":{"rendered":"<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div>\n<p>deepseek'in d\u00fc\u015f\u00fck maliyetli, y\u00fcksek performansl\u0131 a\u00e7\u0131k kaynak modeli viral oldu. \u00c7ok say\u0131da yeni kullan\u0131c\u0131 deepseek web sitesine kaydoldu ve bu da web sitesinin defalarca \u00e7\u00f6kmesine neden oldu.<\/p>\n\n\n\n<p>Yapay zeka teknolojisinin h\u0131zla geli\u015fmesiyle birlikte, b\u00fcy\u00fck dil modelleri (LLM'ler) i\u015fimizin ve hayat\u0131m\u0131z\u0131n her y\u00f6n\u00fcn\u00fc de\u011fi\u015ftiriyor.<\/p>\n\n\n\n<p>Ancak ge\u00e7en s\u00fcre zarf\u0131nda bir\u00e7ok zorluk ve g\u00fc\u00e7l\u00fckle de kar\u015f\u0131la\u015fm\u0131\u015ft\u0131r. Ve bu alanda DeepSeek yenilik\u00e7i teknolojisi ve \u00fcst\u00fcn performans\u0131yla \u00f6ne \u00e7\u0131k\u0131yor.<\/p>\n\n\n\n<p>En yeni yapay zeka modeli ve DeepSeek'in en yeni a\u00e7\u0131k kaynakl\u0131 \u00e7ok modlu b\u00fcy\u00fck modeli olan Janus Pro DeepSeek'e derinlemesine bir dal\u0131\u015f yapaca\u011f\u0131z. Teknik \u00f6zellikleri, geli\u015ftirme ge\u00e7mi\u015fi ve pratik uygulama de\u011feri hakk\u0131nda bilgi edinin.<\/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\">\u0130\u00e7indekiler<\/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=\"\u0130\u00e7erik Tablosunu De\u011fi\u015ftir\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Ge\u00e7i\u015f<\/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\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#What_is_Janus_Pro_DeepSeek\" title=\"Janus Pro DeepSeek nedir?\">Janus Pro DeepSeek nedir?<\/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\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Development_of_Janus_Pro_DeepSeek\" title=\"Janus Pro DeepSeek&#039;in Geli\u015ftirilmesi\">Janus Pro DeepSeek'in Geli\u015ftirilmesi<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Establishment_and_development\" title=\"Kurulu\u015f ve geli\u015ftirme\">Kurulu\u015f ve geli\u015ftirme<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Technical_breakthroughs_and_product_iterations\" title=\"Teknik at\u0131l\u0131mlar ve \u00fcr\u00fcn yinelemeleri\">Teknik at\u0131l\u0131mlar ve \u00fcr\u00fcn yinelemeleri<\/a><\/li><\/ul><\/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\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Janus_Pro_DeepSeeks_core_technology\" title=\"Janus Pro DeepSeek&#039;in temel teknolojisi\">Janus Pro DeepSeek'in temel teknolojisi<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Visual_coding_decoupling\" title=\"G\u00f6rsel kodlama ayr\u0131\u015ft\u0131rma\">G\u00f6rsel kodlama ayr\u0131\u015ft\u0131rma<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Unified_Transformer_architecture\" title=\"Birle\u015fik Transformat\u00f6r mimarisi\">Birle\u015fik Transformat\u00f6r mimarisi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Optimized_training_strategy\" title=\"Optimize edilmi\u015f e\u011fitim stratejisi\">Optimize edilmi\u015f e\u011fitim stratejisi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Expanded_training_data\" title=\"Geni\u015fletilmi\u015f e\u011fitim verileri\">Geni\u015fletilmi\u015f e\u011fitim verileri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Innovative_visual_encoder\" title=\"Yenilik\u00e7i g\u00f6rsel kodlay\u0131c\u0131\">Yenilik\u00e7i g\u00f6rsel kodlay\u0131c\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#High-performance_generative_module\" title=\"Y\u00fcksek performansl\u0131 jeneratif mod\u00fcl\">Y\u00fcksek performansl\u0131 jeneratif mod\u00fcl<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Infrastructure_innovations\" title=\"Altyap\u0131 yenilikleri\">Altyap\u0131 yenilikleri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Multi-modal_understanding_and_generation_capabilities\" title=\"\u00c7ok modlu anlama ve \u00fcretme yetenekleri\">\u00c7ok modlu anlama ve \u00fcretme yetenekleri<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Janus_Pro_DeepSeek_performance\" title=\"Janus Pro DeepSeek performans\u0131\">Janus Pro DeepSeek performans\u0131<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Multimodal_understanding_performance\" title=\"\u00c7ok modlu anlama performans\u0131\">\u00c7ok modlu anlama performans\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Text-to-image_command_tracking\" title=\"Metinden g\u00f6r\u00fcnt\u00fcye komut takibi\">Metinden g\u00f6r\u00fcnt\u00fcye komut takibi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Text-to-image_generation_performance\" title=\"Metinden g\u00f6r\u00fcnt\u00fcye olu\u015fturma performans\u0131\">Metinden g\u00f6r\u00fcnt\u00fcye olu\u015fturma performans\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Model_architecture_and_training\" title=\"Model mimarisi ve e\u011fitim\">Model mimarisi ve e\u011fitim<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Scalability_and_deployment\" title=\"\u00d6l\u00e7eklenebilirlik ve da\u011f\u0131t\u0131m\">\u00d6l\u00e7eklenebilirlik ve da\u011f\u0131t\u0131m<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Practical_application_scenarios_of_Janus_Pro_DeepSeek\" title=\"Janus Pro DeepSeek&#039;in pratik uygulama senaryolar\u0131\">Janus Pro DeepSeek'in pratik uygulama senaryolar\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#How_do_I_choose_the_right_version_of_Janus_Pro_DeepSeek_for_me\" title=\"Janus Pro DeepSeek&#039;in benim i\u00e7in do\u011fru s\u00fcr\u00fcm\u00fcn\u00fc nas\u0131l se\u00e7erim?\">Janus Pro DeepSeek'in benim i\u00e7in do\u011fru s\u00fcr\u00fcm\u00fcn\u00fc nas\u0131l se\u00e7erim?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Applicable_scenarios\" title=\"Uygulanabilir senaryolar\">Uygulanabilir senaryolar<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Deployment_requirements\" title=\"Da\u011f\u0131t\u0131m gereksinimleri\">Da\u011f\u0131t\u0131m gereksinimleri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Summary\" title=\"\u00d6zet\">\u00d6zet<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/janusai.pro\/tr\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Community_support_and_resources\" title=\"Toplum deste\u011fi ve kaynaklar\">Toplum deste\u011fi ve kaynaklar<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_Janus_Pro_DeepSeek\"><\/span>Nedir bu? <a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-7B\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Janus Pro DeepSeek<\/a>?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"998\" height=\"793\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-1.png\" alt=\"\" class=\"wp-image-699\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-1.png 998w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-1-300x238.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-1-768x610.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-1-15x12.png 15w\" sizes=\"auto, (max-width: 998px) 100vw, 998px\" \/><\/figure>\n\n\n\n<p>Janus Pro, DeepSeek ekibi taraf\u0131ndan yay\u0131nlanan ve esas olarak g\u00f6r\u00fcnt\u00fc anlama ve g\u00f6r\u00fcnt\u00fc olu\u015fturma i\u00e7in kullan\u0131lan a\u00e7\u0131k kaynakl\u0131 \u00e7ok modlu bir yapay zeka modelidir.<\/p>\n\n\n\n<p>Temel i\u015flevler<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u00c7ok modlu anlay\u0131\u015f ve \u00fcretim<\/strong>: Janus Pro hem metin hem de g\u00f6r\u00fcnt\u00fcleri ayn\u0131 anda i\u015fleyebilir, hem g\u00f6r\u00fcnt\u00fcn\u00fcn i\u00e7eri\u011fini anlayabilir hem de metin a\u00e7\u0131klamas\u0131na dayal\u0131 g\u00f6r\u00fcnt\u00fcler olu\u015fturabilir.<\/li>\n\n\n\n<li><strong>A\u00e7\u0131k kaynak ve b\u00fcy\u00fck \u00f6l\u00e7ekli model<\/strong>: 1B ve 7B olmak \u00fczere iki parametre boyutunda mevcuttur ve a\u00e7\u0131k kaynak kodludur ve ticari olarak temin edilebilir<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Development_of_Janus_Pro_DeepSeek\"><\/span>Geli\u015fimi <a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-7B\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Janus Pro DeepSeek<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Establishment_and_development\"><\/span>Kurulu\u015f ve geli\u015ftirme<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Temmuz 2023<\/strong>: DeepSeek, merkezi Hangzhou'da bulunan ve genel yapay zeka (AGI) alan\u0131nda ara\u015ft\u0131rma ve geli\u015ftirmeye odaklanan resmi olarak kurulmu\u015ftur.<\/li>\n\n\n\n<li><strong>2 Kas\u0131m 2023<\/strong>: Birden fazla programlama dilinde kod olu\u015fturma, hata ay\u0131klama ve veri analizi g\u00f6revlerini destekleyen ilk a\u00e7\u0131k kaynak kodlu b\u00fcy\u00fck model DeepSeek Coder'\u0131n piyasaya s\u00fcr\u00fclmesi.<\/li>\n\n\n\n<li><strong>29 Kas\u0131m 2023<\/strong>: 7B ve 67B'nin temel ve sohbet s\u00fcr\u00fcmleri de dahil olmak \u00fczere 67 milyar parametre \u00f6l\u00e7e\u011fine sahip genel ama\u00e7l\u0131 b\u00fcy\u00fck bir model olan DeepSeek LLM piyasaya s\u00fcr\u00fcld\u00fc.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Technical_breakthroughs_and_product_iterations\"><\/span>Teknik at\u0131l\u0131mlar ve \u00fcr\u00fcn yinelemeleri<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>7 May\u0131s 2024<\/strong>: \u0130kinci nesil a\u00e7\u0131k kaynak hibrit uzman (MoE) modeli DeepSeek-V2, toplam 236 milyar parametre ve milyon token ba\u015f\u0131na sadece 1 RMB'ye d\u00fc\u015f\u00fcr\u00fclen \u00e7\u0131kar\u0131m maliyetiyle piyasaya s\u00fcr\u00fcld\u00fc.<\/li>\n\n\n\n<li><strong>26 Aral\u0131k 2024<\/strong>: DeepSeek-V3, toplam 671 milyar parametre ile piyasaya s\u00fcr\u00fcld\u00fc. Yenilik\u00e7i bir MoE mimarisi ve FP8 karma hassasiyetli e\u011fitimi benimser ve e\u011fitim maliyeti sadece 5.576 milyon ABD dolar\u0131d\u0131r.<\/li>\n\n\n\n<li><strong>20 Ocak 2025<\/strong>: Yeni nesil bir \u00e7\u0131kar\u0131m modeli olan DeepSeek-R1, OpenAI'nin o1 resmi s\u00fcr\u00fcm\u00fcyle e\u015fit performansa sahip ve a\u00e7\u0131k kaynakl\u0131 olarak yay\u0131nland\u0131.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"953\" height=\"521\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-3.png\" alt=\"\" class=\"wp-image-701\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-3.png 953w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-3-300x164.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-3-768x420.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-3-18x10.png 18w\" sizes=\"auto, (max-width: 953px) 100vw, 953px\" \/><\/figure>\n\n\n\n<p>27 Ocak tarihinde <a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-7B\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">janus pro multimodal model<\/a> piyasaya s\u00fcr\u00fcld\u00fc ve piyasaya s\u00fcr\u00fcld\u00fckten hemen sonra a\u00e7\u0131k kaynakl\u0131 hale getirildi, b\u00f6ylece daha fazla insan b\u00fcy\u00fck yapay zeka modellerinin geli\u015ftirme s\u00fcrecine kat\u0131labilir ve s\u0131n\u0131rl\u0131 kaynaklarla en son yapay zeka teknolojisini kullanabilir ve \u00f6\u011frenebilir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Janus_Pro_DeepSeeks_core_technology\"><\/span>Janus Pro DeepSeek'in temel teknolojisi<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1017\" height=\"586\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-4.png\" alt=\"\" class=\"wp-image-702\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-4.png 1017w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-4-300x173.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-4-768x443.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-4-18x10.png 18w\" sizes=\"auto, (max-width: 1017px) 100vw, 1017px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Visual_coding_decoupling\"><\/span>G\u00f6rsel kodlama ayr\u0131\u015ft\u0131rma<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro, g\u00f6rsel kodlama yolunu s\u0131ras\u0131yla \u00e7ok modlu anlama ve \u00fcretme g\u00f6revleri i\u00e7in kullan\u0131lan ba\u011f\u0131ms\u0131z i\u015fleme yollar\u0131na ay\u0131rmak i\u00e7in g\u00f6rsel kodlama ayr\u0131\u015ft\u0131rma teknolojisini kullan\u0131r. Bu tasar\u0131m, geleneksel \u00e7ok modlu modellerde anlama ve \u00fcretme g\u00f6revlerinde g\u00f6rsel kodlay\u0131c\u0131 aras\u0131ndaki i\u015flevsel \u00e7at\u0131\u015fma sorununu etkili bir \u015fekilde \u00e7\u00f6zer ve modelin esnekli\u011fini ve g\u00f6reve uyarlanabilirli\u011fini geli\u015ftirir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Unified_Transformer_architecture\"><\/span>Birle\u015fik Transformat\u00f6r mimarisi<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>G\u00f6rsel kodlama yolunun ayr\u0131\u015ft\u0131r\u0131lmas\u0131na ra\u011fmen, Janus Pro \u00e7ok modlu g\u00f6revleri yerine getirmek i\u00e7in hala tek bir Transformat\u00f6r mimarisi kullanmaktad\u0131r. Bu birle\u015fik mimari, model tasar\u0131m\u0131n\u0131 basitle\u015ftirirken model \u00f6l\u00e7eklenebilirli\u011fini ve modellerin g\u00f6revler aras\u0131nda birlikte \u00e7al\u0131\u015fma yetene\u011fini geli\u015ftirir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Optimized_training_strategy\"><\/span>Optimize edilmi\u015f e\u011fitim stratejisi<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro, e\u011fitim stratejisinde a\u015fa\u011f\u0131dakiler de dahil olmak \u00fczere bir dizi optimizasyon yapm\u0131\u015ft\u0131r<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Modelin g\u00f6r\u00fcnt\u00fc anlama yeteneklerini geli\u015ftirmek i\u00e7in ImageNet veri k\u00fcmesinin e\u011fitim s\u00fcresinin uzat\u0131lmas\u0131.<\/li>\n\n\n\n<li>Metinden g\u00f6r\u00fcnt\u00fcye veri e\u011fitimine odaklanarak, modelin \u00fcretim yetene\u011fi optimize edilmi\u015ftir.<\/li>\n\n\n\n<li>E\u011fitim verilerinin oran\u0131n\u0131n ayarlanmas\u0131, modelin \u00e7ok modlu g\u00f6revlerde daha istikrarl\u0131 ve verimli performans g\u00f6stermesini sa\u011flar.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Expanded_training_data\"><\/span>Geni\u015fletilmi\u015f e\u011fitim verileri<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro, \u00e7ok modlu anlama verileri ve g\u00f6rsel \u00fcretim verileri dahil olmak \u00fczere b\u00fcy\u00fck \u00f6l\u00e7ekli ve \u00e7e\u015fitli e\u011fitim verileri kullan\u0131r. Bu verilerin geni\u015fletilmesi sadece modelin anlama yetene\u011fini geli\u015ftirmekle kalmaz, ayn\u0131 zamanda \u00fcretken kalitesini de art\u0131r\u0131r.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Innovative_visual_encoder\"><\/span>Yenilik\u00e7i g\u00f6rsel kodlay\u0131c\u0131<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u00c7ok modlu anlama g\u00f6revleri i\u00e7in Janus Pro, 384\u00d7384 \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011fe kadar g\u00f6r\u00fcnt\u00fc giri\u015flerini destekleyen g\u00f6rsel kodlay\u0131c\u0131 olarak SigLIP-L kullan\u0131r. Bu y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fck deste\u011fi, modelin daha fazla g\u00f6r\u00fcnt\u00fc ayr\u0131nt\u0131s\u0131 yakalamas\u0131n\u0131 sa\u011flayarak g\u00f6rsel anlaman\u0131n do\u011frulu\u011funu art\u0131r\u0131r.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"High-performance_generative_module\"><\/span>Y\u00fcksek performansl\u0131 jeneratif mod\u00fcl<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>G\u00f6r\u00fcnt\u00fc olu\u015fturma g\u00f6revleri i\u00e7in Janus Pro, daha ayr\u0131nt\u0131l\u0131 g\u00f6r\u00fcnt\u00fcler olu\u015fturmak i\u00e7in 16'l\u0131k bir alt \u00f6rnekleme oran\u0131na sahip LlamaGen Tokenizer kullan\u0131r. Bu tasar\u0131m, olu\u015fturulan g\u00f6r\u00fcnt\u00fcleri daha ger\u00e7ek\u00e7i ve ayr\u0131nt\u0131l\u0131 hale getirir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Infrastructure_innovations\"><\/span>Altyap\u0131 yenilikleri<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro, modele g\u00fc\u00e7l\u00fc \u00e7ok modlu i\u015fleme yetenekleri sa\u011flayan DeepSeek-LLM-1.5b ve DeepSeek-LLM-7b modelleri \u00fczerine in\u015fa edilmi\u015ftir ve bu sayede \u00e7ok modlu anlama ve olu\u015fturma g\u00f6revlerinde m\u00fckemmeldir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Multi-modal_understanding_and_generation_capabilities\"><\/span>\u00c7ok modlu anlama ve \u00fcretme yetenekleri<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro yaln\u0131zca \u00e7ok modlu anlama g\u00f6revlerini (g\u00f6rsel soru yan\u0131tlama ve resim altyaz\u0131s\u0131 ekleme gibi) yerine getirmekle kalmaz, ayn\u0131 zamanda metin a\u00e7\u0131klamalar\u0131ndan y\u00fcksek kaliteli g\u00f6r\u00fcnt\u00fcler de \u00fcretebilir. Bu yetenek, \u00e7ok modlu senaryolarda m\u00fckemmel olmas\u0131n\u0131 sa\u011flar.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"976\" height=\"845\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-5.png\" alt=\"\" class=\"wp-image-703\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-5.png 976w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-5-300x260.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-5-768x665.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-5-14x12.png 14w\" sizes=\"auto, (max-width: 976px) 100vw, 976px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Janus_Pro_DeepSeek_performance\"><\/span>Janus Pro DeepSeek performans\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>DeepSeek'in Janus-Pro modeli \u00e7ok modlu anlama ve \u00fcretme g\u00f6revlerinde \u00fcst\u00fcnd\u00fcr. A\u015fa\u011f\u0131da performans\u0131n\u0131n ayr\u0131nt\u0131l\u0131 bir analizi yer almaktad\u0131r:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Multimodal_understanding_performance\"><\/span>\u00c7ok modlu anlama performans\u0131<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- MMBench k\u0131yaslamas\u0131: Janus-Pro-7B, \u00e7ok modlu anlama i\u00e7in MMBench k\u0131yaslamas\u0131nda 79,2 puan elde ederek Janus (69,4), TokenFlow (68,9) ve MetaMorph (75,2) gibi mevcut son teknoloji birle\u015fik \u00e7ok modlu modelleri geride b\u0131rakt\u0131.<\/p>\n\n\n\n<p>- G\u00f6rsel soru yan\u0131tlama: Janus-Pro'nin g\u00f6rsel soru yan\u0131tlama do\u011frulu\u011fu GPT-4V'yi a\u015farak g\u00f6r\u00fcnt\u00fclerdeki ayr\u0131nt\u0131lar\u0131 do\u011fru bir \u015fekilde tan\u0131mlar ve ilgili sorular\u0131 yan\u0131tlar.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Text-to-image_command_tracking\"><\/span>Metinden g\u00f6r\u00fcnt\u00fcye komut takibi<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- GenEval k\u0131yaslama testi: Janus-Pro-7B, GenEval testinde 80% genel do\u011fruluk elde ederek DALL-E 3 (67%) ve Stable Diffusion 3 Medium (74%) gibi di\u011fer modellerden \u00f6nemli \u00f6l\u00e7\u00fcde daha iyi performans g\u00f6stermi\u015ftir.<\/p>\n\n\n\n<p>Karma\u015f\u0131k Komut Anlay\u0131\u015f\u0131: DPG-Bench testinde Janus-Pro-7B m\u00fckemmel bir 84,19 puan ald\u0131 ve \"tepesinde mavi bir g\u00f6l olan karl\u0131 bir da\u011f\" gibi karma\u015f\u0131k sahneleri do\u011fru bir \u015fekilde olu\u015fturabildi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Text-to-image_generation_performance\"><\/span>Metinden g\u00f6r\u00fcnt\u00fcye olu\u015fturma performans\u0131<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- G\u00f6r\u00fcnt\u00fc kalitesi ve kararl\u0131l\u0131k: 384\u00d7384 \u00e7\u0131k\u0131\u015f \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011f\u00fcne ra\u011fmen, Janus-Pro-7B taraf\u0131ndan \u00fcretilen g\u00f6r\u00fcnt\u00fcler, \u00f6zellikle hayali ve yarat\u0131c\u0131 sahneleri i\u015flerken y\u00fcksek derecede ger\u00e7ek\u00e7ilik ve zengin ayr\u0131nt\u0131lar sergiler. Komut kelimelerindeki anlamsal bilgileri do\u011fru bir \u015fekilde anlayabilir ve mant\u0131ksal olarak makul ve tutarl\u0131 g\u00f6r\u00fcnt\u00fcler \u00fcretebilir.<\/p>\n\n\n\n<p>- \u00dcretim h\u0131z\u0131: Janus-Pro, Stable Diffusion 3'ten 2 kat daha h\u0131zl\u0131 olan tek bir kartta 4K g\u00f6r\u00fcnt\u00fc \u00fcretimini destekler.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Model_architecture_and_training\"><\/span>Model mimarisi ve e\u011fitim<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- G\u00f6rsel kodlaman\u0131n ayr\u0131\u015ft\u0131r\u0131lmas\u0131: Janus-Pro, orijinal girdiyi \u00f6zelliklere d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in ba\u011f\u0131ms\u0131z bir kodlama y\u00f6ntemi kullan\u0131r ve bu \u00f6zellikler daha sonra \u00e7ok modlu anlama ve olu\u015fturma g\u00f6revlerinde g\u00f6rsel kodlaman\u0131n ayr\u0131\u015ft\u0131r\u0131lmas\u0131n\u0131 sa\u011flamak i\u00e7in birle\u015fik bir otoregresif D\u00f6n\u00fc\u015ft\u00fcr\u00fcc\u00fc taraf\u0131ndan i\u015flenir.<\/p>\n\n\n\n<p>- E\u011fitim verileri: Janus-Pro, ger\u00e7ek verilerin sentetik verilere oran\u0131n\u0131n 1:1 olmas\u0131n\u0131 sa\u011flamak i\u00e7in 72 milyon y\u00fcksek kaliteli sentetik g\u00f6r\u00fcnt\u00fcy\u00fc e\u011fitime dahil eder. Ayr\u0131ca, model performans\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131ran yakla\u015f\u0131k 90 milyon \u00e7ok modlu anlay\u0131\u015f e\u011fitim verisi \u00f6rne\u011fi ekler.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Scalability_and_deployment\"><\/span>\u00d6l\u00e7eklenebilirlik ve da\u011f\u0131t\u0131m<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Model boyutu: Janus-Pro serisi, hem performans\u0131 hem de bilgi i\u015flem maliyetlerini dikkate alan ve daha fazla kullan\u0131m durumu i\u00e7in uygun olan 1B ve 7B parametre boyutlar\u0131na sahip modeller sunar.<\/p>\n\n\n\n<p>Minimal da\u011f\u0131t\u0131m: Janus-Pro, MIT lisans\u0131 alt\u0131nda yay\u0131nlan\u0131r, ticari kullan\u0131m\u0131 destekler ve iki s\u00fcr\u00fcm sunar: Standart GPU'larda \u00e7al\u0131\u015fabilen 1.5B (16GB VRAM gerektirir) ve 7B (24GB VRAM gerektirir).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Practical_application_scenarios_of_Janus_Pro_DeepSeek\"><\/span>Janus Pro DeepSeek'in pratik uygulama senaryolar\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Yapay zeka multimodal modelleri, \u00f6zellikle de metinden g\u00f6r\u00fcnt\u00fcye modeller, ticari sekt\u00f6rde geli\u015fim i\u00e7in b\u00fcy\u00fck bir potansiyele sahiptir. Uzun bir geli\u015ftirme d\u00f6neminden sonra, YZ metinden g\u00f6r\u00fcnt\u00fcye modelleri halihaz\u0131rda b\u00fcy\u00fck ilerleme kaydetmi\u015ftir<\/p>\n\n\n\n<p>Reklam veya poster tasar\u0131m\u0131n\u0131n en yayg\u0131n senaryosunda, tasar\u0131mc\u0131lar veya kullan\u0131c\u0131lar h\u0131zl\u0131 bir \u015fekilde y\u00fcksek kaliteli posterler olu\u015fturmak i\u00e7in bir metin a\u00e7\u0131klamas\u0131 girmek i\u00e7in Janus pro'yu kullanabilirler. Poster prototipleri \u00fczerinden yineleme yaparak tasar\u0131m s\u00fcresinden tasarruf edebilir ve yarat\u0131c\u0131 verimlili\u011fi art\u0131rabilirler. Bu, daha anlaml\u0131 \u015feylere zaman ay\u0131rabilen tasar\u0131mc\u0131lar\u0131n verimlili\u011fini b\u00fcy\u00fck \u00f6l\u00e7\u00fcde art\u0131rabilir<\/p>\n\n\n\n<p>Geleneksel poster tasar\u0131m\u0131 veya reklam tasar\u0131m\u0131na ek olarak, g\u00fcn\u00fcm\u00fczde daha pop\u00fcler oyun ortamlar\u0131nda, ai large modeli tasar\u0131mc\u0131lar\u0131n oyun sahnelerini, karakterlerini ve \u00f6\u011felerini ger\u00e7ek zamanl\u0131 olarak olu\u015fturmalar\u0131na yard\u0131mc\u0131 olabilir, oyunun g\u00f6rsel efektlerini geli\u015ftirirken geli\u015ftirme maliyetini ve zorlu\u011funu azalt\u0131r. Ai large modelinin yarat\u0131c\u0131lar\u0131n potansiyelini ve hayal g\u00fcc\u00fcn\u00fc ortaya \u00e7\u0131karmaya devam edebilece\u011fine ve daha ilgin\u00e7 \u00fcr\u00fcnler ger\u00e7ekle\u015ftirebilece\u011fine inan\u0131yoruz<\/p>\n\n\n\n<p>Tasar\u0131m alan\u0131n\u0131n yan\u0131 s\u0131ra di\u011fer \u00f6\u011frenme, e\u011fitim ve profesyonel dikey t\u0131p alanlar\u0131nda da multimodal model b\u00fcy\u00fck bir geli\u015fme g\u00f6sterecektir.<\/p>\n\n\n\n<p>Gelecekte, ya\u015famlar\u0131m\u0131z\u0131n verimlili\u011fini ve kalitesini b\u00fcy\u00fck \u00f6l\u00e7\u00fcde art\u0131rabilecek \u00e7ok daha ilgin\u00e7 uygulamalar\u0131n ortaya \u00e7\u0131kt\u0131\u011f\u0131n\u0131 g\u00f6rebiliriz.<\/p>\n\n\n\n<p>Bu arada, Janus-Pro'nin a\u00e7\u0131k kaynak \u00f6zellikleri (MIT lisans\u0131) ve minimal da\u011f\u0131t\u0131m y\u00f6ntemleri (standart GPU'larda \u00e7al\u0131\u015fmay\u0131 destekler) giri\u015f engelini daha da azaltarak yukar\u0131daki alanlarda yayg\u0131n olarak uygulanabilir olmas\u0131n\u0131 sa\u011flar.<\/p>\n\n\n\n<p>Bu, daha fazla kullan\u0131c\u0131n\u0131n geli\u015ftirmeye kat\u0131lmas\u0131na olanak tan\u0131r, b\u00f6ylece daha fazla insan bu i\u015flevleri geli\u015ftirebilir ve t\u00fcm toplulu\u011fun yeteneklerini art\u0131rabilir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_do_I_choose_the_right_version_of_Janus_Pro_DeepSeek_for_me\"><\/span>Janus Pro DeepSeek'in benim i\u00e7in do\u011fru s\u00fcr\u00fcm\u00fcn\u00fc nas\u0131l se\u00e7erim?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Janus-Pro iki versiyonda a\u00e7\u0131k kaynakl\u0131d\u0131r: Janus-Pro-1B ve Janus-Pro-7B. Hangi s\u00fcr\u00fcm\u00fc se\u00e7ece\u011finiz \u00f6zel ihtiya\u00e7lar\u0131n\u0131za, bilgi i\u015flem kaynaklar\u0131n\u0131za ve uygulama senaryolar\u0131n\u0131za ba\u011fl\u0131d\u0131r. A\u015fa\u011f\u0131da ayr\u0131nt\u0131l\u0131 bir kar\u015f\u0131la\u015ft\u0131rma ve \u00f6neriler yer almaktad\u0131r:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Applicable_scenarios\"><\/span>Uygulanabilir senaryolar<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>Janus-Pro-1B:<\/strong><\/p>\n\n\n\n<p>- Hafif uygulamalar: mobil cihazlarda, taray\u0131c\u0131larda veya kaynaklar\u0131n k\u0131s\u0131tl\u0131 oldu\u011fu ortamlarda kullan\u0131m i\u00e7in uygundur. Bu, daha fazla kullan\u0131c\u0131n\u0131n en yeni Janus pro'yu deneyimlemesini sa\u011flar.<\/p>\n\n\n\n<p>- H\u0131zl\u0131 prototipleme: \u00e7ok fazla bilgi i\u015flem kayna\u011f\u0131 gerektirmeden \u00e7ok modlu i\u015flevlerin h\u0131zl\u0131 bir \u015fekilde geli\u015ftirilmesi ve test edilmesi i\u00e7in uygundur. Bu, \u00e7ok fazla bilgi i\u015flem kayna\u011f\u0131 gerektirmeden ara\u015ft\u0131rmada kar\u015f\u0131la\u015f\u0131lan sorunlar\u0131 h\u0131zl\u0131 bir \u015fekilde yineleyebilen ve ke\u015ffedebilen yapay zeka merakl\u0131lar\u0131 i\u00e7in \u00e7ok \u00f6nemlidir.<\/p>\n\n\n\n<p><strong>Janus-Pro-7B:<\/strong><\/p>\n\n\n\n<p>- Y\u00fcksek kaliteli g\u00f6r\u00fcnt\u00fc \u00fcretimi: reklam tasar\u0131m\u0131, oyun geli\u015ftirme ve sanatsal yarat\u0131m gibi karma\u015f\u0131k sahnelerin y\u00fcksek kaliteli g\u00f6r\u00fcnt\u00fclerinin \u00fcretilmesini gerektiren uygulamalar i\u00e7in uygundur. Bu model, daha g\u00fc\u00e7l\u00fc donan\u0131m \u00f6zellikleri ve daha g\u00fc\u00e7l\u00fc bilgi i\u015flem yetenekleri gerektiren daha profesyonel tasar\u0131m senaryolar\u0131 i\u00e7in daha uygundur<\/p>\n\n\n\n<p>- Karma\u015f\u0131k talimatlar\u0131 anlama: sanal ger\u00e7eklik (VR) ve art\u0131r\u0131lm\u0131\u015f ger\u00e7eklik (AR) gibi karma\u015f\u0131k metin talimatlar\u0131n\u0131 i\u015flemesi ve do\u011fru g\u00f6r\u00fcnt\u00fcler olu\u015fturmas\u0131 gereken senaryolar i\u00e7in uygundur<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deployment_requirements\"><\/span>Da\u011f\u0131t\u0131m gereksinimleri<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>Janus-Pro-1B:<\/strong><\/p>\n\n\n\n<p>- Donan\u0131m gereksinimleri: 16GB VRAM gerektiren GPU'lar gibi kaynaklar\u0131 k\u0131s\u0131tl\u0131 cihazlarda \u00e7al\u0131\u015ft\u0131rmak i\u00e7in uygundur. Yaln\u0131zca eski bir grafik kart\u0131n\u0131z varsa, bu sizin i\u00e7in daha uygun olabilir<\/p>\n\n\n\n<p>- Uygulama senaryosu: taray\u0131c\u0131da \u00e7al\u0131\u015ft\u0131rmak veya hafif cihazlara da\u011f\u0131tmak i\u00e7in uygundur.<\/p>\n\n\n\n<p><strong>Janus-Pro-7B:<\/strong><\/p>\n\n\n\n<p>- Donan\u0131m gereksinimleri: 24GB VRAM'e sahip bir GPU gibi daha y\u00fcksek bilgi i\u015flem kaynaklar\u0131 gerektirir. Bu, daha yeni grafik kartlar\u0131na sahip kullan\u0131c\u0131lar i\u00e7in daha uygun olacakt\u0131r<\/p>\n\n\n\n<p>- Uygulama senaryosu: standart GPU'larda \u00e7al\u0131\u015ft\u0131rmak ve y\u00fcksek performans gerektiren senaryolar i\u00e7in uygundur.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Summary\"><\/span>\u00d6zet<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Uygulama senaryonuz y\u00fcksek g\u00f6r\u00fcnt\u00fc kalitesi ve karma\u015f\u0131k komut anlay\u0131\u015f\u0131 gerektiriyorsa ve yeterli bilgi i\u015flem kayna\u011f\u0131n\u0131z varsa, Janus-Pro-7B'yi \u00f6neririz.<\/p>\n\n\n\n<p>Hafif da\u011f\u0131t\u0131ma ihtiyac\u0131n\u0131z varsa veya s\u0131n\u0131rl\u0131 bilgi i\u015flem kaynaklar\u0131na sahipseniz, Janus-Pro-1B'yi \u00f6neririz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Community_support_and_resources\"><\/span>Toplum deste\u011fi ve kaynaklar<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>DeepSeek, geli\u015ftiricilere \u00e7ok say\u0131da kaynak ve destek sa\u011flamaktad\u0131r:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Resmi belgeler, model ince ayar\u0131, da\u011f\u0131t\u0131m e\u011fitimleri ve di\u011fer i\u00e7erikler dahil olmak \u00fczere ayr\u0131nt\u0131l\u0131 API aray\u00fcz\u00fc a\u00e7\u0131klamalar\u0131 ve teknik k\u0131lavuzlar sa\u011flar.<\/li>\n\n\n\n<li>Geli\u015ftirici toplulu\u011fu, geli\u015ftiriciler aras\u0131nda deneyim al\u0131\u015fveri\u015fini kolayla\u015ft\u0131rmak i\u00e7in forumlar ve tart\u0131\u015fma gruplar\u0131 sa\u011flar. D\u00fczenli teknik payla\u015f\u0131m oturumlar\u0131 ve hackathonlar d\u00fczenlenmektedir.<\/li>\n\n\n\n<li>Teknik destek, kullan\u0131c\u0131lar\u0131n kullan\u0131m s\u0131ras\u0131nda kar\u015f\u0131la\u015ft\u0131klar\u0131 sorunlar\u0131 \u00e7\u00f6zmek i\u00e7in profesyonel teknik destek hizmetleri sa\u011flar.<\/li>\n<\/ol>","protected":false},"excerpt":{"rendered":"<p>deepseek'in d\u00fc\u015f\u00fck maliyetli, y\u00fcksek performansl\u0131 a\u00e7\u0131k kaynak modeli viral oldu. \u00c7ok say\u0131da yeni kullan\u0131c\u0131 deepseek web sitesine kaydoldu ve bu da web sitesinin defalarca \u00e7\u00f6kmesine neden oldu. Yapay zeka teknolojisinin h\u0131zla geli\u015fmesiyle birlikte, b\u00fcy\u00fck dil modelleri (LLM'ler) i\u015fimizin ve hayat\u0131m\u0131z\u0131n her y\u00f6n\u00fcn\u00fc de\u011fi\u015ftiriyor. Ancak ayn\u0131 zamanda bir\u00e7ok...<\/p>","protected":false},"author":2,"featured_media":704,"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-698","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/janusai.pro\/tr\/wp-json\/wp\/v2\/posts\/698","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/janusai.pro\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/janusai.pro\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/janusai.pro\/tr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/janusai.pro\/tr\/wp-json\/wp\/v2\/comments?post=698"}],"version-history":[{"count":2,"href":"https:\/\/janusai.pro\/tr\/wp-json\/wp\/v2\/posts\/698\/revisions"}],"predecessor-version":[{"id":706,"href":"https:\/\/janusai.pro\/tr\/wp-json\/wp\/v2\/posts\/698\/revisions\/706"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/janusai.pro\/tr\/wp-json\/wp\/v2\/media\/704"}],"wp:attachment":[{"href":"https:\/\/janusai.pro\/tr\/wp-json\/wp\/v2\/media?parent=698"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/janusai.pro\/tr\/wp-json\/wp\/v2\/categories?post=698"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/janusai.pro\/tr\/wp-json\/wp\/v2\/tags?post=698"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}