{"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\/da\/janus-series-unified-multimodal-understanding-and-generation-models\/","title":{"rendered":"Janus-serien: F\u00e6lles multimodale forst\u00e5elses- og genereringsmodeller"},"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>Frig\u00f8r n\u00e6ste generations AI-kapaciteter med open source-innovation<\/strong><\/p>\n\n\n\n<p>Den&nbsp;<strong>Janus-serien<\/strong>&nbsp;by DeepSeek repr\u00e6senterer et banebrydende spring inden for multimodal AI, der problemfrit integrerer billedforst\u00e5else, tekst-til-billede-generering og avanceret sprogmodellering. Disse modeller er designet til forskere, udviklere og virksomheder og omdefinerer fleksibilitet og ydeevne i AI-applikationer.<\/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\">Indholdsfortegnelse<\/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=\"Skift til indholdsfortegnelse\"><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\/da\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%9A%80_Latest_Updates\" >\ud83d\ude80 Seneste opdateringer<\/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\/da\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%94%A5_Why_Choose_the_Janus-Series\" >\ud83d\udd25 Hvorfor v\u00e6lge Janus-serien?<\/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\/da\/janus-series-unified-multimodal-understanding-and-generation-models\/#1_Janus-Pro_Scaling_Multimodal_Mastery\" >1. Janus-Pro: Skalering af multimodal beherskelse<\/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\/da\/janus-series-unified-multimodal-understanding-and-generation-models\/#2_Janus_Decoupling_Vision_for_Unified_AI\" >2. Janus: Afkobling af vision for samlet AI<\/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\/da\/janus-series-unified-multimodal-understanding-and-generation-models\/#3_JanusFlow_Autoregression_Meets_Rectified_Flow\" >3. JanusFlow: Autoregression m\u00f8der rektificeret flow<\/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\/da\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%93%A5_Model_Downloads\" >\ud83d\udce5 Downloads af modeller<\/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\/da\/janus-series-unified-multimodal-understanding-and-generation-models\/#%E2%9A%A1_Quick_Start\" >\u26a1 Hurtig start<\/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\/da\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%93%9C_License_Commercial_Use\" >\ud83d\udcdc Licens og kommerciel brug<\/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\/da\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%93%96_Citations_Research\" >\ud83d\udcd6 Citater og forskning<\/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\/da\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%92%AC_Get_Started_Today\" >\ud83d\udcac Kom i gang i dag!<\/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>Seneste opdateringer<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Hold dig p\u00e5 forkant med de nyeste udgivelser:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>2025.01.27:<\/strong>\u00a0<strong>Janus-Pro<\/strong>\u00a0lanceres, hvilket giver hidtil usete forbedringer i multimodal forst\u00e5else og visuel generering.\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/link-to-paper\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">L\u00e6s artiklen<\/a>.<\/li>\n\n\n\n<li><strong>2024.11.13:<\/strong>\u00a0<strong>JanusFlow<\/strong>\u00a0debuterer og fusionerer autoregressive modeller med rektificeret flow til overlegen billedsyntese.\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/demo-link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Pr\u00f8v demoen<\/a>.<\/li>\n\n\n\n<li><strong>2024.10.23:<\/strong>\u00a0Evalueringskode nu tilg\u00e6ngelig i\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">VLMEvalKit<\/a>\u00a0til benchmarking af multimodale opgaver.<\/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>Hvorfor v\u00e6lge Janus-serien?<\/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: Skalering af multimodal beherskelse<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Den avancerede udgave af Janus kombinerer&nbsp;<strong>optimerede tr\u00e6ningsstrategier<\/strong>,&nbsp;<strong>Udvidede datas\u00e6t<\/strong>og&nbsp;<strong>st\u00f8rre modelarkitekturer<\/strong>&nbsp;(1B\/7B-parametre). De vigtigste fremskridt omfatter:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>40% h\u00f8jere n\u00f8jagtighed<\/strong>\u00a0i tekst-til-billede-instruktionsopgaver vs. DALL-E 3.<\/li>\n\n\n\n<li><strong>Underst\u00f8ttelse af 384\u00d7384-opl\u00f8sning<\/strong>\u00a0for detaljeret billedgenerering.<\/li>\n\n\n\n<li><strong>MIT-licenseret<\/strong>\u00a0til kommerciel brug - ideel til startups og virksomheder.<\/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: Afkobling af vision for samlet AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus er pioner inden for&nbsp;<strong>nye autoregressive rammer<\/strong>&nbsp;der afkobler visuel kodning i separate baner og samtidig opretholder en samlet Transformer-arkitektur. Det giver fordele:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>20% hurtigere udledning<\/strong>\u00a0sammenlignet med opgavespecifikke modeller.<\/li>\n\n\n\n<li><strong>S\u00f8ml\u00f8s omskiftning<\/strong>\u00a0mellem billedforst\u00e5else og -generering.<\/li>\n\n\n\n<li>Udkonkurrerer Stable Diffusion i benchmarks for visuel syntese.<\/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: Autoregression m\u00f8der rektificeret flow<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>JanusFlow harmoniserer autoregressiv sprogmodellering med&nbsp;<strong>rettet flow<\/strong>en avanceret generativ teknik. H\u00f8jdepunkter:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Nul arkitektoniske overhalinger<\/strong>-tr\u00e6ne udbedret flow inden for eksisterende LLM-rammer.<\/li>\n\n\n\n<li><strong>Benchmarks i topklasse<\/strong>: Matcher specialiserede modeller til justering af billeder og tekst.<\/li>\n\n\n\n<li>Open source-kode til hurtig udrulning.<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/janusai.pro\/da\/\" target=\"_blank\" rel=\"noreferrer noopener\">Udforsk JanusFlow Demo<\/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>Downloads af modeller<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Alle modeller er hostet p\u00e5&nbsp;<strong>Kramende ansigt<\/strong>&nbsp;under&nbsp;<strong>MIT-licens<\/strong>&nbsp;(reklamevenlig):<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Model<\/th><th>Parametre<\/th><th>Sekvensl\u00e6ngde<\/th><th>Link til download<\/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 Krammende ansigt<\/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 Krammende ansigt<\/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 Krammende ansigt<\/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>Hurtig start<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>Implementer Janus-Pro i 3 trin:<\/strong><\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Installer afh\u00e6ngigheder:bash\u590d\u5236pip install deepseek-januspro torch<\/li>\n\n\n\n<li>Indl\u00e6s modellen:python\u590d\u5236from deepseek import JanusPro model = JanusPro.from_pretrained(\"deepseek\/janus-pro-7b\")<\/li>\n\n\n\n<li>Generer billeder fra tekst:python\u590d\u5236output = model.generate(\"En cyberpunk-by ved solnedgang, 4K ultradetaljeret\")<\/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\">Fuld dokumentation<\/a>\u00a0|\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/44235caf-0df4-4101-a1d9-292ad75d0bd1#\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">St\u00f8tte fra samfundet<\/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>Licens og kommerciel brug<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kode<\/strong>: MIT-licens (open source, kan \u00e6ndres).<\/li>\n\n\n\n<li><strong>Modeller<\/strong>: Fri til kommerciel brug under\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/license-link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Licens til DeepSeek-model<\/a>.<\/li>\n\n\n\n<li><strong>Etisk AI<\/strong>: Retningslinjer for overholdelse inkluderet for at mindske bias.<\/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>Citater og forskning<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>St\u00f8t akademisk innovation ved at citere:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">@misc{chen2025januspro,\n  title={Janus-Pro: Forenet multimodal forst\u00e5else og generering med data- og modelskalering},\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\">Se alle publikationer<\/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>Kom i gang i dag!<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Slut dig til tusindvis af udviklere, der bruger Janus-Series til:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>V\u00e6rkt\u00f8jer til at skabe indhold<\/strong><\/li>\n\n\n\n<li><strong>AI-drevet designautomatisering<\/strong><\/li>\n\n\n\n<li><strong>Multimodal forskning<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>Kontakt os<\/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\">GitHub-problemer<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>#MultimodalAI #OpenSource #AIGeneration #JanusPro #DeepSeek<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>Optimeret til SEO<\/strong>: N\u00f8gleord som \"unified multimodal AI\", \"Janus-Pro download\" og \"open source image generation\" er strategisk placeret for at \u00f8ge s\u00f8geplaceringerne. Interne links til Hugging Face og dokumentation forbedrer brugernes engagement.<\/p>","protected":false},"excerpt":{"rendered":"<p>L\u00e5s op for n\u00e6ste generations AI-kapaciteter med open source-innovation Janus-serien fra DeepSeek repr\u00e6senterer et banebrydende spring inden for multimodal AI, der problemfrit integrerer billedforst\u00e5else, tekst-til-billede-generering og avanceret sprogmodellering. Disse modeller er designet til forskere, udviklere og virksomheder og omdefinerer fleksibilitet og ydeevne i AI-applikationer. \ud83d\ude80 Seneste opdateringer Hold dig p\u00e5 forkant med banebrydende udgivelser: \ud83d\udd25 Hvorfor v\u00e6lge Janus-serien? 1. Janus-Pro: Skalering af 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\/da\/wp-json\/wp\/v2\/posts\/523","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/janusai.pro\/da\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/janusai.pro\/da\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/janusai.pro\/da\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/janusai.pro\/da\/wp-json\/wp\/v2\/comments?post=523"}],"version-history":[{"count":1,"href":"https:\/\/janusai.pro\/da\/wp-json\/wp\/v2\/posts\/523\/revisions"}],"predecessor-version":[{"id":524,"href":"https:\/\/janusai.pro\/da\/wp-json\/wp\/v2\/posts\/523\/revisions\/524"}],"wp:attachment":[{"href":"https:\/\/janusai.pro\/da\/wp-json\/wp\/v2\/media?parent=523"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/janusai.pro\/da\/wp-json\/wp\/v2\/categories?post=523"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/janusai.pro\/da\/wp-json\/wp\/v2\/tags?post=523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}