{"id":523,"date":"2025-01-28T01:34:41","date_gmt":"2025-01-28T01:34:41","guid":{"rendered":"https:\/\/janusai.pro\/?p=523"},"modified":"2025-01-28T01:34:43","modified_gmt":"2025-01-28T01:34:43","slug":"janus-series-unified-multimodal-understanding-and-generation-models","status":"publish","type":"post","link":"https:\/\/janusai.pro\/fr\/janus-series-unified-multimodal-understanding-and-generation-models\/","title":{"rendered":"S\u00e9rie Janus : Mod\u00e8les unifi\u00e9s de compr\u00e9hension et de g\u00e9n\u00e9ration multimodales"},"content":{"rendered":"<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div>\n<p><\/p>\n\n\n\n<p><strong>D\u00e9bloquer les capacit\u00e9s d'IA de la prochaine g\u00e9n\u00e9ration gr\u00e2ce \u00e0 l'innovation open-source<\/strong><\/p>\n\n\n\n<p>Le&nbsp;<strong>S\u00e9rie Janus<\/strong>&nbsp;de DeepSeek repr\u00e9sente une avanc\u00e9e r\u00e9volutionnaire dans le domaine de l'IA multimodale, int\u00e9grant de mani\u00e8re transparente la compr\u00e9hension d'images, la g\u00e9n\u00e9ration de texte \u00e0 partir d'images et la mod\u00e9lisation avanc\u00e9e du langage. Con\u00e7us pour les chercheurs, les d\u00e9veloppeurs et les entreprises, ces mod\u00e8les red\u00e9finissent la flexibilit\u00e9 et la performance des applications d'IA.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\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\">Table des mati\u00e8res<\/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 Table des mati\u00e8res\"><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\/fr\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%9A%80_Latest_Updates\" >\ud83d\ude80 Derni\u00e8res mises \u00e0 jour<\/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\/fr\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%94%A5_Why_Choose_the_Janus-Series\" >\ud83d\udd25 Pourquoi choisir la s\u00e9rie Janus ?<\/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\/fr\/janus-series-unified-multimodal-understanding-and-generation-models\/#1_Janus-Pro_Scaling_Multimodal_Mastery\" >1. Janus-Pro : \u00c9chelle de ma\u00eetrise multimodale<\/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\/fr\/janus-series-unified-multimodal-understanding-and-generation-models\/#2_Janus_Decoupling_Vision_for_Unified_AI\" >2. Janus : Vision d\u00e9coupl\u00e9e pour une IA unifi\u00e9e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/janusai.pro\/fr\/janus-series-unified-multimodal-understanding-and-generation-models\/#3_JanusFlow_Autoregression_Meets_Rectified_Flow\" >3. JanusFlow : l'autor\u00e9gression rencontre le flux rectifi\u00e9<\/a><\/li><\/ul><\/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\/fr\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%93%A5_Model_Downloads\" >\ud83d\udce5 T\u00e9l\u00e9chargements de mod\u00e8les<\/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\/fr\/janus-series-unified-multimodal-understanding-and-generation-models\/#%E2%9A%A1_Quick_Start\" >\u26a1 D\u00e9marrage rapide<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/janusai.pro\/fr\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%93%9C_License_Commercial_Use\" >\ud83d\udcdc Licence et utilisation commerciale<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/janusai.pro\/fr\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%93%96_Citations_Research\" >\ud83d\udcd6 Citations et recherche<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/janusai.pro\/fr\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%92%AC_Get_Started_Today\" >\ud83d\udcac Commencez d\u00e8s aujourd'hui !<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%F0%9F%9A%80_Latest_Updates\"><\/span>\ud83d\ude80&nbsp;<strong>Derni\u00e8res mises \u00e0 jour<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Restez \u00e0 l'avant-garde gr\u00e2ce \u00e0 des versions de pointe :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>2025.01.27:<\/strong>\u00a0<strong>Janus-Pro<\/strong>\u00a0permettant des am\u00e9liorations sans pr\u00e9c\u00e9dent en mati\u00e8re de compr\u00e9hension multimodale et de g\u00e9n\u00e9ration visuelle.\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/link-to-paper\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Lire l'article<\/a>.<\/li>\n\n\n\n<li><strong>2024.11.13:<\/strong>\u00a0<strong>JanusFlow<\/strong>\u00a0fait ses d\u00e9buts, fusionnant les mod\u00e8les autor\u00e9gressifs avec le flux redress\u00e9 pour une synth\u00e8se d'image sup\u00e9rieure.\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/demo-link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Essayer la d\u00e9mo<\/a>.<\/li>\n\n\n\n<li><strong>2024.10.23:<\/strong>\u00a0Le code d'\u00e9valuation est maintenant disponible dans\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">VLMEvalKit<\/a>\u00a0pour l'\u00e9valuation comparative des t\u00e2ches multimodales.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%F0%9F%94%A5_Why_Choose_the_Janus-Series\"><\/span>\ud83d\udd25&nbsp;<strong>Pourquoi choisir la s\u00e9rie Janus ?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Janus-Pro_Scaling_Multimodal_Mastery\"><\/span>1.&nbsp;<strong>Janus-Pro : \u00c9chelle de ma\u00eetrise multimodale<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>L'it\u00e9ration avanc\u00e9e de Janus combine&nbsp;<strong>des strat\u00e9gies de formation optimis\u00e9es<\/strong>,&nbsp;<strong>ensembles de donn\u00e9es \u00e9largis<\/strong>et&nbsp;<strong>les architectures de mod\u00e8les plus larges<\/strong>&nbsp;(param\u00e8tres 1B\/7B). Les principales avanc\u00e9es sont les suivantes :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>40% plus grande pr\u00e9cision<\/strong>\u00a0dans les t\u00e2ches d'instruction texte-image par rapport \u00e0 DALL-E 3.<\/li>\n\n\n\n<li><strong>Prise en charge de la r\u00e9solution 384\u00d7384<\/strong>\u00a0pour la g\u00e9n\u00e9ration d'images d\u00e9taill\u00e9es.<\/li>\n\n\n\n<li><strong>Sous licence MIT<\/strong>\u00a0pour un usage commercial - id\u00e9al pour les startups et les entreprises.<\/li>\n\n\n\n<li><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Janus_Decoupling_Vision_for_Unified_AI\"><\/span>2.&nbsp;<strong>Janus : Vision d\u00e9coupl\u00e9e pour une IA unifi\u00e9e<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus est le pionnier d'une&nbsp;<strong>nouveau cadre autor\u00e9gressif<\/strong>&nbsp;qui d\u00e9couple l'encodage visuel dans des voies distinctes tout en conservant une architecture Transformer unifi\u00e9e. Avantages :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>20% Une inf\u00e9rence plus rapide<\/strong>\u00a0par rapport aux mod\u00e8les sp\u00e9cifiques \u00e0 une t\u00e2che.<\/li>\n\n\n\n<li><strong>Commutation transparente<\/strong>\u00a0entre la compr\u00e9hension et la g\u00e9n\u00e9ration d'images.<\/li>\n\n\n\n<li>Surpasse la diffusion stable dans les benchmarks de synth\u00e8se visuelle.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_JanusFlow_Autoregression_Meets_Rectified_Flow\"><\/span>3.&nbsp;<strong>JanusFlow : L'autor\u00e9gression rencontre le flux rectifi\u00e9<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>JanusFlow harmonise la mod\u00e9lisation linguistique autor\u00e9gressive avec&nbsp;<strong>flux rectifi\u00e9<\/strong>une technique g\u00e9n\u00e9rative de pointe. Points forts :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Aucune r\u00e9vision architecturale<\/strong>-former le flux rectifi\u00e9 dans les cadres existants de l'apprentissage tout au long de la vie.<\/li>\n\n\n\n<li><strong>Crit\u00e8res de r\u00e9f\u00e9rence de premier ordre<\/strong>: Correspond \u00e0 des mod\u00e8les sp\u00e9cialis\u00e9s dans l'alignement image-texte.<\/li>\n\n\n\n<li>Code source ouvert pour un d\u00e9ploiement rapide.<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/janusai.pro\/fr\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explorer la d\u00e9mo JanusFlow<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%F0%9F%93%A5_Model_Downloads\"><\/span>\ud83d\udce5&nbsp;<strong>T\u00e9l\u00e9chargements de mod\u00e8les<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Tous les mod\u00e8les sont h\u00e9berg\u00e9s sur&nbsp;<strong>Visage \u00e9treint<\/strong>&nbsp;dans le cadre de la&nbsp;<strong>Licence MIT<\/strong>&nbsp;(convivialit\u00e9 commerciale) :<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Mod\u00e8le<\/th><th>Param\u00e8tres<\/th><th>Longueur de la s\u00e9quence<\/th><th>Lien de t\u00e9l\u00e9chargement<\/th><\/tr><\/thead><tbody><tr><td><strong>Janus-Pro-7B<\/strong><\/td><td>7B<\/td><td>4096<\/td><td><a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\ud83e\udd17 Hugging Face<\/a><\/td><\/tr><tr><td><strong>JanusFlow-1.3B<\/strong><\/td><td>1.3B<\/td><td>4096<\/td><td><a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\ud83e\udd17 Hugging Face<\/a><\/td><\/tr><tr><td><strong>Janus-1.3B<\/strong><\/td><td>1.3B<\/td><td>4096<\/td><td><a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\ud83e\udd17 Hugging Face<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%9A%A1_Quick_Start\"><\/span>\u26a1&nbsp;<strong>D\u00e9marrage rapide<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>D\u00e9ployer Janus-Pro en 3 \u00e9tapes :<\/strong><\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Installer les d\u00e9pendances:bash\u590d\u5236pip install deepseek-januspro torch<\/li>\n\n\n\n<li>Charger le mod\u00e8le:python\u590d\u5236from deepseek import JanusPro model = JanusPro.from_pretrained(\"deepseek\/janus-pro-7b\")<\/li>\n\n\n\n<li>G\u00e9n\u00e9rer des images \u00e0 partir du texte:python\u590d\u5236output = model.generate(\"A cyberpunk city at sunset, 4K ultra-detailed\")<\/li>\n<\/ol>\n\n\n\n<p><strong><a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/44235caf-0df4-4101-a1d9-292ad75d0bd1#\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Documentation compl\u00e8te<\/a>\u00a0|\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/44235caf-0df4-4101-a1d9-292ad75d0bd1#\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Soutien communautaire<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%F0%9F%93%9C_License_Commercial_Use\"><\/span>\ud83d\udcdc&nbsp;<strong>Licence et utilisation commerciale<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Code<\/strong>: Licence MIT (open-source, modifiable).<\/li>\n\n\n\n<li><strong>Mod\u00e8les<\/strong>: Utilisation gratuite \u00e0 des fins commerciales sous\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/license-link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Licence du mod\u00e8le DeepSeek<\/a>.<\/li>\n\n\n\n<li><strong>L'IA \u00e9thique<\/strong>: Des lignes directrices de conformit\u00e9 sont incluses pour att\u00e9nuer les pr\u00e9jug\u00e9s.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%F0%9F%93%96_Citations_Research\"><\/span>\ud83d\udcd6&nbsp;<strong>Citations et recherche<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Soutenir l'innovation universitaire en la citant :<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">@misc{chen2025januspro,\n  title={Janus-Pro : Unified Multimodal Understanding and Generation with Data and Model Scaling},\n  author={Chen, Xiaokang et al.},\n  year={2025}\n}  <\/pre>\n\n\n\n<p><a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/44235caf-0df4-4101-a1d9-292ad75d0bd1#\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Voir toutes les publications<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%F0%9F%92%AC_Get_Started_Today\"><\/span>\ud83d\udcac&nbsp;<strong>Commencez d\u00e8s aujourd'hui !<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Rejoignez les milliers de d\u00e9veloppeurs qui utilisent Janus-Series pour :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Outils de cr\u00e9ation de contenu<\/strong><\/li>\n\n\n\n<li><strong>Automatisation de la conception pilot\u00e9e par l'IA<\/strong><\/li>\n\n\n\n<li><strong>Recherche multimodale<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>Nous contacter<\/strong>:\u00a0<a href=\"mailto:service@deepseek.com\" target=\"_blank\" rel=\"noreferrer noopener\">service@deepseek.com<\/a>\u00a0|\u00a0<strong><a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/github-link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Questions sur GitHub<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>#MultimodalAI #OpenSource #AIG\u00e9n\u00e9ration #JanusPro #DeepSeek<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>Optimis\u00e9 pour le r\u00e9f\u00e9rencement<\/strong>: Des mots-cl\u00e9s tels que \"unified multimodal AI\", \"Janus-Pro download\" et \"open-source image generation\" sont strat\u00e9giquement plac\u00e9s pour am\u00e9liorer le classement des recherches. Les liens internes vers Hugging Face et la documentation am\u00e9liorent l'engagement de l'utilisateur.<\/p>","protected":false},"excerpt":{"rendered":"<p>La s\u00e9rie Janus de DeepSeek repr\u00e9sente une avanc\u00e9e r\u00e9volutionnaire dans le domaine de l'IA multimodale, int\u00e9grant de mani\u00e8re transparente la compr\u00e9hension d'images, la g\u00e9n\u00e9ration de texte \u00e0 partir d'images et la mod\u00e9lisation avanc\u00e9e du langage. Con\u00e7us pour les chercheurs, les d\u00e9veloppeurs et les entreprises, ces mod\u00e8les red\u00e9finissent la flexibilit\u00e9 et la performance des applications d'IA. \ud83d\ude80 Derni\u00e8res mises \u00e0 jour Gardez une longueur d'avance avec les versions de pointe : \ud83d\udd25 Pourquoi choisir la s\u00e9rie Janus ? 1. Janus-Pro : Mise \u00e0 l'\u00e9chelle multimodale...<\/p>","protected":false},"author":1,"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-523","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/janusai.pro\/fr\/wp-json\/wp\/v2\/posts\/523","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/janusai.pro\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/janusai.pro\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/janusai.pro\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/janusai.pro\/fr\/wp-json\/wp\/v2\/comments?post=523"}],"version-history":[{"count":1,"href":"https:\/\/janusai.pro\/fr\/wp-json\/wp\/v2\/posts\/523\/revisions"}],"predecessor-version":[{"id":524,"href":"https:\/\/janusai.pro\/fr\/wp-json\/wp\/v2\/posts\/523\/revisions\/524"}],"wp:attachment":[{"href":"https:\/\/janusai.pro\/fr\/wp-json\/wp\/v2\/media?parent=523"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/janusai.pro\/fr\/wp-json\/wp\/v2\/categories?post=523"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/janusai.pro\/fr\/wp-json\/wp\/v2\/tags?post=523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}