{"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\/ro\/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: P\u0103trunde\u021bi ad\u00e2nc \u00een tehnologia \u0219i aplicarea celui mai recent model AI | Explora\u021bi puterea inovatoare din spatele acestuia"},"content":{"rendered":"<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div>\n<p>Modelul open source deepseek cu costuri reduse \u0219i performan\u021be ridicate a devenit viral. Un num\u0103r mare de utilizatori noi s-au \u00eenregistrat pe site-ul deepseek, ceea ce a cauzat \u00een mod repetat blocarea site-ului.<\/p>\n\n\n\n<p>Odat\u0103 cu dezvoltarea rapid\u0103 a tehnologiei inteligen\u021bei artificiale, modelele lingvistice de mari dimensiuni (LLM) schimb\u0103 fiecare aspect al muncii \u0219i vie\u021bii noastre.<\/p>\n\n\n\n<p>Dar a cunoscut \u0219i multe dificult\u0103\u021bi \u0219i provoc\u0103ri \u00een ultima perioad\u0103 de timp. \u00cen acest domeniu, DeepSeek se remarc\u0103 prin tehnologia sa inovatoare \u0219i performan\u021bele sale remarcabile.<\/p>\n\n\n\n<p>Vom analiza \u00een profunzime Janus Pro DeepSeek, cel mai recent model AI \u0219i cel mai recent model mare multimodal cu surs\u0103 deschis\u0103 al DeepSeek. Afla\u021bi despre caracteristicile sale tehnice, istoricul dezvolt\u0103rii \u0219i valoarea aplica\u021biei practice.<\/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\">Tabla de con\u021binut<\/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 Tabelul de con\u021binut\"><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\/ro\/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\" >Ce este Janus Pro DeepSeek?<\/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\/ro\/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\" >Dezvoltarea Janus Pro DeepSeek<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Establishment_and_development\" >\u00cenfiin\u021bare \u0219i dezvoltare<\/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\/ro\/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\" >Descoperiri tehnice \u0219i itera\u021bii ale produselor<\/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\/ro\/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\" >Janus Pro Tehnologia de baz\u0103 a DeepSeek<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Visual_coding_decoupling\" >Decuplarea codurilor vizuale<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Unified_Transformer_architecture\" >Arhitectura transformatorului unificat<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Optimized_training_strategy\" >Strategie de formare optimizat\u0103<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Expanded_training_data\" >Date de formare extinse<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Innovative_visual_encoder\" >Codificator vizual inovator<\/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\/ro\/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\" >Modul generativ de \u00eenalt\u0103 performan\u021b\u0103<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Infrastructure_innovations\" >Inova\u021bii \u00een domeniul infrastructurii<\/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\/ro\/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\" >Capacit\u0103\u021bi de \u00een\u021belegere \u0219i generare multimodal\u0103<\/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\/ro\/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\" >Janus Pro Performan\u021b\u0103 DeepSeek<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Multimodal_understanding_performance\" >Performan\u021ba \u00een\u021belegerii multimodale<\/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\/ro\/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\" >Urm\u0103rirea comenzilor text-imagine<\/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\/ro\/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\" >Performan\u021ba gener\u0103rii text-imagine<\/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\/ro\/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\" >Arhitectura \u0219i formarea modelului<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Scalability_and_deployment\" >Scalabilitate \u0219i implementare<\/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\/ro\/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\" >Scenarii practice de aplicare a Janus Pro DeepSeek<\/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\/ro\/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\" >Cum aleg versiunea potrivit\u0103 de Janus Pro DeepSeek pentru mine?<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Applicable_scenarios\" >Scenarii aplicabile<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Deployment_requirements\" >Cerin\u021be de desf\u0103\u0219urare<\/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\/ro\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Summary\" >Rezumat<\/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\/ro\/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\" >Sprijin \u0219i resurse comunitare<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_Janus_Pro_DeepSeek\"><\/span>Ce este <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 este un model AI multimodal open-source lansat de echipa DeepSeek, utilizat \u00een principal pentru \u00een\u021belegerea \u0219i generarea imaginilor.<\/p>\n\n\n\n<p>Func\u021bii de baz\u0103<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u00cen\u021belegerea \u0219i generarea multimodal\u0103<\/strong>: Janus Pro poate procesa text \u0219i imagini \u00een acela\u0219i timp, \u00een\u021beleg\u00e2nd con\u021binutul imaginii \u0219i gener\u00e2nd imagini pe baza descrierii textului.<\/li>\n\n\n\n<li><strong>Surs\u0103 deschis\u0103 \u0219i model la scar\u0103 larg\u0103<\/strong>: Acesta este disponibil \u00een dou\u0103 m\u0103rimi de parametru, 1B \u0219i 7B, \u0219i este open source \u0219i disponibil \u00een comer\u021b<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Development_of_Janus_Pro_DeepSeek\"><\/span>Dezvoltarea de <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>\u00cenfiin\u021bare \u0219i dezvoltare<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Iulie 2023<\/strong>: DeepSeek este \u00eenfiin\u021bat\u0103 oficial, cu sediul central \u00een Hangzhou, concentr\u00e2ndu-se pe cercetarea \u0219i dezvoltarea \u00een domeniul inteligen\u021bei artificiale generale (AGI).<\/li>\n\n\n\n<li><strong>2 noiembrie 2023<\/strong>: Lansarea primului model de cod mare cu surs\u0103 deschis\u0103 DeepSeek Coder, care sprijin\u0103 generarea de cod, depanarea \u0219i analiza datelor \u00een mai multe limbaje de programare.<\/li>\n\n\n\n<li><strong>29 noiembrie 2023<\/strong>: Este lansat DeepSeek LLM, un model mare cu scop general, cu o scar\u0103 de parametri de 67 de miliarde, care include versiunile de baz\u0103 \u0219i de chat 7B \u0219i 67B.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Technical_breakthroughs_and_product_iterations\"><\/span>Descoperiri tehnice \u0219i itera\u021bii ale produselor<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>7 mai 2024<\/strong>: DeepSeek-V2, a doua genera\u021bie a modelului expert hibrid (MoE) open source, este lansat, cu un total de 236 de miliarde de parametri \u0219i un cost de inferen\u021b\u0103 redus la doar 1 RMB pe milion de jetoane.<\/li>\n\n\n\n<li><strong>26 decembrie 2024<\/strong>: DeepSeek-V3 este lansat, cu un total de 671 de miliarde de parametri. Acesta adopt\u0103 o arhitectur\u0103 MoE inovatoare \u0219i o formare de precizie mixt\u0103 FP8, iar costul de formare este de numai 5,576 milioane de dolari americani.<\/li>\n\n\n\n<li><strong>20 ianuarie 2025<\/strong>: DeepSeek-R1, o nou\u0103 genera\u021bie de model de inferen\u021b\u0103, este lansat, cu performan\u021be egale cu versiunea oficial\u0103 o1 a OpenAI, \u0219i open sourced.<\/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>Pe 27 ianuarie, Consiliul <a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-7B\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Model multimodal janus pro<\/a> a fost lansat \u0219i a fost open-sourced imediat dup\u0103 lansare, astfel \u00eenc\u00e2t mai mul\u021bi oameni s\u0103 poat\u0103 participa la procesul de dezvoltare a modelelor AI mari \u0219i s\u0103 utilizeze \u0219i s\u0103 \u00eenve\u021be cele mai recente tehnologii AI cu resurse limitate.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Janus_Pro_DeepSeeks_core_technology\"><\/span>Janus Pro Tehnologia de baz\u0103 a DeepSeek<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>Decuplarea codurilor vizuale<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro utilizeaz\u0103 tehnologia de decuplare a codific\u0103rii vizuale pentru a \u00eemp\u0103r\u021bi calea de codificare vizual\u0103 \u00een c\u0103i de procesare independente, care sunt utilizate pentru sarcini multimodale de \u00een\u021belegere \u0219i, respectiv, de generare. Acest design rezolv\u0103 \u00een mod eficient problema conflictului func\u021bional dintre codificatorul vizual \u00een sarcinile de \u00een\u021belegere \u0219i generare din modelele multimodale tradi\u021bionale \u0219i \u00eembun\u0103t\u0103\u021be\u0219te flexibilitatea \u0219i adaptabilitatea la sarcini a modelului.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Unified_Transformer_architecture\"><\/span>Arhitectura transformatorului unificat<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u00cen ciuda decupl\u0103rii c\u0103ii de codificare vizual\u0103, Janus Pro utilizeaz\u0103 \u00een continuare o singur\u0103 arhitectur\u0103 Transformer pentru a gestiona sarcinile multimodale. Aceast\u0103 arhitectur\u0103 unificat\u0103 simplific\u0103 proiectarea modelelor, \u00eembun\u0103t\u0103\u021bind \u00een acela\u0219i timp scalabilitatea modelelor \u0219i capacitatea modelelor de a lucra \u00eempreun\u0103 \u00een cadrul mai multor sarcini.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Optimized_training_strategy\"><\/span>Strategie de formare optimizat\u0103<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro a efectuat o serie de optimiz\u0103ri ale strategiei de formare, inclusiv<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Extinderea timpului de formare a setului de date ImageNet pentru a \u00eembun\u0103t\u0103\u021bi capacit\u0103\u021bile modelului de \u00een\u021belegere a imaginilor.<\/li>\n\n\n\n<li>Concentr\u00e2ndu-se pe datele de formare text-imagine, capacitatea generativ\u0103 a modelului este optimizat\u0103.<\/li>\n\n\n\n<li>Ajustarea propor\u021biei de date de formare asigur\u0103 o performan\u021b\u0103 mai stabil\u0103 \u0219i mai eficient\u0103 a modelului \u00een sarcinile multimodale.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Expanded_training_data\"><\/span>Date de formare extinse<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro utilizeaz\u0103 date de instruire diverse \u0219i pe scar\u0103 larg\u0103, inclusiv date de \u00een\u021belegere multimodal\u0103 \u0219i date de generare vizual\u0103. Extinderea acestor date nu numai c\u0103 \u00eembun\u0103t\u0103\u021be\u0219te capacitatea de \u00een\u021belegere a modelului, dar \u00eei spore\u0219te \u0219i calitatea generativ\u0103.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Innovative_visual_encoder\"><\/span>Codificator vizual inovator<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Pentru sarcinile de \u00een\u021belegere multimodal\u0103, Janus Pro utilizeaz\u0103 SigLIP-L ca codificator vizual, care accept\u0103 imagini cu o rezolu\u021bie de p\u00e2n\u0103 la 384\u00d7384. Acest suport de \u00eenalt\u0103 rezolu\u021bie permite modelului s\u0103 capteze mai multe detalii ale imaginii, \u00eembun\u0103t\u0103\u021bind astfel precizia \u00een\u021belegerii vizuale.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"High-performance_generative_module\"><\/span>Modul generativ de \u00eenalt\u0103 performan\u021b\u0103<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Pentru sarcinile de generare a imaginilor, Janus Pro utilizeaz\u0103 LlamaGen Tokenizer cu o rat\u0103 de downsampling de 16 pentru a genera imagini mai detaliate. Acest design face ca imaginile generate s\u0103 fie mai realiste \u0219i mai detaliate.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Infrastructure_innovations\"><\/span>Inova\u021bii \u00een domeniul infrastructurii<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro este construit pe modelele DeepSeek-LLM-1.5b \u0219i DeepSeek-LLM-7b, care ofer\u0103 modelului capacit\u0103\u021bi puternice de procesare multimodal\u0103, f\u0103c\u00e2ndu-l s\u0103 exceleze \u00een sarcinile de \u00een\u021belegere \u0219i generare multimodal\u0103.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Multi-modal_understanding_and_generation_capabilities\"><\/span>Capacit\u0103\u021bi de \u00een\u021belegere \u0219i generare multimodal\u0103<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro este capabil nu numai s\u0103 gestioneze sarcini de \u00een\u021belegere multimodal\u0103 (cum ar fi r\u0103spunsul vizual la \u00eentreb\u0103ri \u0219i subtitrarea imaginilor), ci \u0219i s\u0103 genereze imagini de \u00eenalt\u0103 calitate din descrieri text. Aceast\u0103 capacitate \u00eel face s\u0103 exceleze \u00een scenariile multimodale.<\/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 Performan\u021b\u0103 DeepSeek<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Modelul Janus-Pro al DeepSeek exceleaz\u0103 \u00een sarcinile de \u00een\u021belegere \u0219i generare multimodal\u0103. \u00cen continuare este prezentat\u0103 o analiz\u0103 detaliat\u0103 a performan\u021bei sale:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Multimodal_understanding_performance\"><\/span>Performan\u021ba \u00een\u021belegerii multimodale<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- MMBench benchmark: Janus-Pro-7B a ob\u021binut un scor de 79,2 \u00een benchmark-ul MMBench pentru \u00een\u021belegerea multimodal\u0103, dep\u0103\u0219ind modelele multimodale unificate de ultim\u0103 genera\u021bie existente, inclusiv Janus (69,4), TokenFlow (68,9) \u0219i MetaMorph (75,2).<\/p>\n\n\n\n<p>- R\u0103spuns vizual la \u00eentreb\u0103ri: Precizia r\u0103spunsului vizual la \u00eentreb\u0103ri a Janus-Pro dep\u0103\u0219e\u0219te GPT-4V, identific\u00e2nd cu acurate\u021be detaliile din imagini \u0219i r\u0103spunz\u00e2nd la \u00eentreb\u0103rile aferente.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Text-to-image_command_tracking\"><\/span>Urm\u0103rirea comenzilor text-imagine<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- Testul de referin\u021b\u0103 GenEval: Janus-Pro-7B a ob\u021binut o precizie global\u0103 de 80% \u00een testul GenEval, dep\u0103\u0219ind \u00een mod semnificativ alte modele precum DALL-E 3 (67%) \u0219i Stable Diffusion 3 Medium (74%).<\/p>\n\n\n\n<p>\u00cen\u021belegerea comenzilor complexe: \u00cen testul DPG-Bench, Janus-Pro-7B a ob\u021binut un scor excelent de 84,19 puncte \u0219i a fost capabil s\u0103 genereze cu precizie scene complexe precum \"un munte \u00eenz\u0103pezit cu un lac albastru \u00een v\u00e2rf\".<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Text-to-image_generation_performance\"><\/span>Performan\u021ba gener\u0103rii text-imagine<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- Calitatea \u0219i stabilitatea imaginii: \u00cen ciuda unei rezolu\u021bii de ie\u0219ire de 384\u00d7384, imaginile generate de Janus-Pro-7B prezint\u0103 un grad ridicat de realism \u0219i detalii bogate, \u00een special atunci c\u00e2nd proceseaz\u0103 scene imaginative \u0219i creative. Acesta poate \u00een\u021belege cu acurate\u021be informa\u021biile semantice din cuvintele prompter \u0219i poate genera imagini logice rezonabile \u0219i coerente.<\/p>\n\n\n\n<p>- Viteza de generare: Janus-Pro suport\u0103 generarea de imagini 4K pe un singur card, ceea ce este de 2 ori mai rapid dec\u00e2t Stable Diffusion 3.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Model_architecture_and_training\"><\/span>Arhitectura \u0219i formarea modelului<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- Decuplarea codific\u0103rii vizuale: Janus-Pro utilizeaz\u0103 o metod\u0103 de codificare independent\u0103 pentru a converti intrarea original\u0103 \u00een caracteristici, care sunt apoi prelucrate de un transformator autoregresiv unificat pentru a realiza decuplarea codific\u0103rii vizuale \u00een sarcinile de \u00een\u021belegere \u0219i generare multimodal\u0103.<\/p>\n\n\n\n<p>- Date de instruire: Janus-Pro \u00eencorporeaz\u0103 72 de milioane de imagini sintetice de \u00eenalt\u0103 calitate \u00een formare pentru a asigura un raport de 1:1 \u00eentre datele reale \u0219i cele sintetice. De asemenea, adaug\u0103 aproximativ 90 de milioane de e\u0219antioane de date de instruire pentru \u00een\u021belegere multimodal\u0103, \u00eembun\u0103t\u0103\u021bind semnificativ performan\u021ba modelului.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Scalability_and_deployment\"><\/span>Scalabilitate \u0219i implementare<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Dimensiunea modelului: Seria Janus-Pro ofer\u0103 modele cu dimensiuni ale parametrilor 1B \u0219i 7B, care iau \u00een considerare at\u00e2t performan\u021ba, c\u00e2t \u0219i costurile de calcul \u0219i sunt potrivite pentru mai multe cazuri de utilizare.<\/p>\n\n\n\n<p>Implementare minim\u0103: Janus-Pro este lansat sub licen\u021ba MIT, accept\u0103 utilizarea comercial\u0103 \u0219i ofer\u0103 dou\u0103 versiuni: 1.5B (necesit\u0103 16 GB VRAM) \u0219i 7B (necesit\u0103 24 GB VRAM), care pot rula pe GPU-uri standard.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Practical_application_scenarios_of_Janus_Pro_DeepSeek\"><\/span>Scenarii practice de aplicare a Janus Pro DeepSeek<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Modelele multimodale AI, \u00een special modelele text-imagine, au un mare poten\u021bial de dezvoltare \u00een sectorul comercial. Dup\u0103 o lung\u0103 perioad\u0103 de dezvoltare, modelele AI text-imagine au \u00eenregistrat deja progrese semnificative<\/p>\n\n\n\n<p>\u00cen cel mai comun scenariu de publicitate sau design de postere, designerii sau utilizatorii pot utiliza Janus pro pentru a introduce o descriere text \u0219i a genera rapid postere de \u00eenalt\u0103 calitate. Prin iterarea prin prototipuri de afi\u0219e, ace\u0219tia pot economisi timp de proiectare \u0219i pot \u00eembun\u0103t\u0103\u021bi eficien\u021ba creativ\u0103. Acest lucru poate \u00eembun\u0103t\u0103\u021bi considerabil eficien\u021ba designerilor, care \u00ee\u0219i pot petrece timpul cu lucruri mai semnificative<\/p>\n\n\n\n<p>\u00cen plus fa\u021b\u0103 de designul tradi\u021bional al afi\u0219elor sau al publicit\u0103\u021bii, \u00een cele mai populare set\u0103ri de jocuri din zilele noastre, modelul ai large poate ajuta, de asemenea, designerii s\u0103 genereze scene de joc, personaje \u0219i elemente \u00een timp real, reduc\u00e2nd costul \u0219i dificultatea dezvolt\u0103rii, \u00eembun\u0103t\u0103\u021bind \u00een acela\u0219i timp efectele vizuale ale jocului. Credem c\u0103 modelul ai large poate continua s\u0103 deblocheze poten\u021bialul \u0219i imagina\u021bia creatorilor \u0219i s\u0103 realizeze produse mai interesante<\/p>\n\n\n\n<p>\u00cen plus fa\u021b\u0103 de domeniul designului, \u00een alte domenii de \u00eenv\u0103\u021bare, educa\u021bie \u0219i \u00een domeniul vertical profesional al medicinei, modelul multimodal va avea, de asemenea, o mare dezvoltare.<\/p>\n\n\n\n<p>\u00cen viitor, am putea asista la apari\u021bia altor aplica\u021bii foarte interesante care pot \u00eembun\u0103t\u0103\u021bi considerabil eficien\u021ba \u0219i calitatea vie\u021bii noastre.<\/p>\n\n\n\n<p>\u00cen acela\u0219i timp, caracteristicile open source ale Janus-Pro (licen\u021b\u0103 MIT) \u0219i metodele minime de implementare (suport\u0103 rularea pe GPU-uri standard) reduc \u0219i mai mult bariera de intrare, f\u0103c\u00e2ndu-l aplicabil pe scar\u0103 larg\u0103 \u00een domeniile de mai sus.<\/p>\n\n\n\n<p>Acest lucru permite mai multor utilizatori s\u0103 participe la dezvoltare, astfel \u00eenc\u00e2t mai mul\u021bi oameni s\u0103 poat\u0103 \u00eembun\u0103t\u0103\u021bi aceste func\u021bii \u0219i s\u0103 sporeasc\u0103 capacit\u0103\u021bile \u00eentregii comunit\u0103\u021bi.<\/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>Cum aleg versiunea potrivit\u0103 de Janus Pro DeepSeek pentru mine?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Janus-Pro este disponibil \u00een dou\u0103 versiuni: Janus-Pro-1B \u0219i Janus-Pro-7B. Versiunea pe care o alege\u021bi depinde de nevoile dvs. specifice, de resursele de calcul \u0219i de scenariile aplica\u021biilor. \u00cen cele ce urmeaz\u0103 sunt prezentate o compara\u021bie detaliat\u0103 \u0219i recomand\u0103ri:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Applicable_scenarios\"><\/span>Scenarii aplicabile<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>Janus-Pro-1B:<\/strong><\/p>\n\n\n\n<p>- Aplica\u021bii u\u0219oare: potrivite pentru utilizarea pe dispozitive mobile, \u00een browsere sau \u00een medii cu resurse limitate. Acest lucru permite mai multor utilizatori s\u0103 experimenteze cele mai recente Janus pro.<\/p>\n\n\n\n<p>- Prototiparea rapid\u0103: adecvat\u0103 pentru dezvoltarea \u0219i testarea rapid\u0103 a func\u021biilor multimodale f\u0103r\u0103 a necesita multe resurse de calcul. Acest lucru este foarte important pentru pasiona\u021bii de inteligen\u021b\u0103 artificial\u0103, care pot itera rapid \u0219i descoperi problemele \u00eent\u00e2lnite \u00een cercetare f\u0103r\u0103 a necesita multe resurse de calcul.<\/p>\n\n\n\n<p><strong>Janus-Pro-7B:<\/strong><\/p>\n\n\n\n<p>- Generarea de imagini de \u00eenalt\u0103 calitate: potrivit pentru aplica\u021bii care necesit\u0103 generarea de imagini de \u00eenalt\u0103 calitate ale unor scene complexe, cum ar fi designul publicitar, dezvoltarea de jocuri \u0219i crea\u021bia artistic\u0103. Acest model este mai potrivit pentru scenarii de proiectare mai profesionale, care necesit\u0103 capacit\u0103\u021bi hardware mai puternice \u0219i capacit\u0103\u021bi de calcul mai puternice<\/p>\n\n\n\n<p>- \u00cen\u021belegerea instruc\u021biunilor complexe: adecvat pentru scenarii care trebuie s\u0103 proceseze instruc\u021biuni text complexe \u0219i s\u0103 genereze imagini precise, cum ar fi realitatea virtual\u0103 (VR) \u0219i realitatea augmentat\u0103 (AR)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deployment_requirements\"><\/span>Cerin\u021be de desf\u0103\u0219urare<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>Janus-Pro-1B:<\/strong><\/p>\n\n\n\n<p>- Cerin\u021be hardware: potrivit pentru rularea pe dispozitive cu resurse limitate, cum ar fi GPU-urile care necesit\u0103 16GB VRAM. Dac\u0103 ave\u021bi doar o plac\u0103 grafic\u0103 mai veche, atunci acest lucru poate fi mai potrivit pentru dvs.<\/p>\n\n\n\n<p>- Scenariu de aplicare: adecvat pentru rularea \u00een browser sau pentru implementarea pe dispozitive u\u0219oare.<\/p>\n\n\n\n<p><strong>Janus-Pro-7B:<\/strong><\/p>\n\n\n\n<p>- Cerin\u021be hardware: necesit\u0103 resurse de calcul mai mari, cum ar fi un GPU cu 24 GB VRAM. Acest lucru va fi mai potrivit pentru utilizatorii cu pl\u0103ci grafice mai noi<\/p>\n\n\n\n<p>- Scenariu de aplicare: adecvat pentru rularea pe GPU-uri standard \u0219i pentru scenarii care necesit\u0103 performan\u021be ridicate.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Summary\"><\/span>Rezumat<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Dac\u0103 scenariul aplica\u021biei dvs. necesit\u0103 o calitate ridicat\u0103 a imaginii \u0219i o \u00een\u021belegere complex\u0103 a instruc\u021biunilor \u0219i ave\u021bi suficiente resurse de calcul, v\u0103 recomand\u0103m Janus-Pro-7B.<\/p>\n\n\n\n<p>Dac\u0103 ave\u021bi nevoie de o implementare u\u0219oar\u0103 sau ave\u021bi resurse de calcul limitate, v\u0103 recomand\u0103m Janus-Pro-1B.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Community_support_and_resources\"><\/span>Sprijin \u0219i resurse comunitare<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>DeepSeek ofer\u0103 dezvoltatorilor o multitudine de resurse \u0219i asisten\u021b\u0103:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Documenta\u021bia oficial\u0103 ofer\u0103 descrieri detaliate ale interfe\u021bei API \u0219i ghiduri tehnice, inclusiv ajustarea modelului, tutoriale de implementare \u0219i alt con\u021binut.<\/li>\n\n\n\n<li>Comunitatea dezvoltatorilor ofer\u0103 forumuri \u0219i grupuri de discu\u021bii pentru a facilita schimbul de experien\u021b\u0103 \u00eentre dezvoltatori. Sunt organizate \u00een mod regulat sesiuni de schimb de informa\u021bii tehnice \u0219i hackathons.<\/li>\n\n\n\n<li>Asisten\u021ba tehnic\u0103 ofer\u0103 servicii profesionale de asisten\u021b\u0103 tehnic\u0103 pentru rezolvarea problemelor \u00eent\u00e2mpinate de utilizatori \u00een timpul utiliz\u0103rii.<\/li>\n<\/ol>","protected":false},"excerpt":{"rendered":"<p>Modelul open source deepseek cu costuri reduse \u0219i performan\u021be ridicate a devenit viral. Un num\u0103r mare de utilizatori noi s-au \u00eenregistrat pe site-ul deepseek, ceea ce a cauzat \u00een mod repetat blocarea site-ului. Odat\u0103 cu dezvoltarea rapid\u0103 a tehnologiei inteligen\u021bei artificiale, modelele lingvistice mari (LLM) schimb\u0103 fiecare aspect al muncii \u0219i vie\u021bii noastre. Dar a v\u0103zut, de asemenea, multe...<\/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\/ro\/wp-json\/wp\/v2\/posts\/698","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/janusai.pro\/ro\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/janusai.pro\/ro\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/janusai.pro\/ro\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/janusai.pro\/ro\/wp-json\/wp\/v2\/comments?post=698"}],"version-history":[{"count":2,"href":"https:\/\/janusai.pro\/ro\/wp-json\/wp\/v2\/posts\/698\/revisions"}],"predecessor-version":[{"id":706,"href":"https:\/\/janusai.pro\/ro\/wp-json\/wp\/v2\/posts\/698\/revisions\/706"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/janusai.pro\/ro\/wp-json\/wp\/v2\/media\/704"}],"wp:attachment":[{"href":"https:\/\/janusai.pro\/ro\/wp-json\/wp\/v2\/media?parent=698"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/janusai.pro\/ro\/wp-json\/wp\/v2\/categories?post=698"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/janusai.pro\/ro\/wp-json\/wp\/v2\/tags?post=698"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}