{"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\/id\/janus-series-unified-multimodal-understanding-and-generation-models\/","title":{"rendered":"Seri Janus: Pemahaman Multimodal Terpadu dan Model Generasi"},"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>Membuka Kemampuan AI Generasi Berikutnya dengan Inovasi Sumber Terbuka<\/strong><\/p>\n\n\n\n<p>The&nbsp;<strong>Janus-Series<\/strong>&nbsp;oleh DeepSeek merupakan lompatan terobosan dalam AI multimodal, yang mengintegrasikan pemahaman gambar, pembuatan teks-ke-gambar, dan pemodelan bahasa tingkat lanjut dengan mulus. Dirancang untuk para peneliti, pengembang, dan perusahaan, model-model ini mengubah fleksibilitas dan kinerja dalam aplikasi AI.<\/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\">Daftar Isi<\/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=\"Beralih Daftar Isi\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Beralih<\/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\/id\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%9A%80_Latest_Updates\" >\ud83d\ude80 Pembaruan Terbaru<\/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\/id\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%94%A5_Why_Choose_the_Janus-Series\" >\ud83d\udd25 Mengapa Memilih Seri 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\/id\/janus-series-unified-multimodal-understanding-and-generation-models\/#1_Janus-Pro_Scaling_Multimodal_Mastery\" >1. Janus-Pro: Meningkatkan Penguasaan Multimodal<\/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\/id\/janus-series-unified-multimodal-understanding-and-generation-models\/#2_Janus_Decoupling_Vision_for_Unified_AI\" >2. Janus: Visi Pemisahan untuk AI Terpadu<\/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\/id\/janus-series-unified-multimodal-understanding-and-generation-models\/#3_JanusFlow_Autoregression_Meets_Rectified_Flow\" >3. JanusFlow: Autoregresi Memenuhi Aliran yang Diperbaiki<\/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\/id\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%93%A5_Model_Downloads\" >\ud83d\udce5 Unduhan Model<\/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\/id\/janus-series-unified-multimodal-understanding-and-generation-models\/#%E2%9A%A1_Quick_Start\" >\u26a1 Mulai Cepat<\/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\/id\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%93%9C_License_Commercial_Use\" >\ud83d\udcdc Lisensi &amp; Penggunaan Komersial<\/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\/id\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%93%96_Citations_Research\" >\ud83d\udcd6 Kutipan &amp; Penelitian<\/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\/id\/janus-series-unified-multimodal-understanding-and-generation-models\/#%F0%9F%92%AC_Get_Started_Today\" >\ud83d\udcac Mulailah Hari Ini!<\/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>Pembaruan Terbaru<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Tetap menjadi yang terdepan dengan rilis yang mutakhir:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>2025.01.27:<\/strong>\u00a0<strong>Janus-Pro<\/strong>\u00a0diluncurkan, memberikan peningkatan yang belum pernah ada sebelumnya dalam pemahaman multimodal dan generasi visual.\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/link-to-paper\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Baca makalahnya<\/a>.<\/li>\n\n\n\n<li><strong>2024.11.13:<\/strong>\u00a0<strong>JanusFlow<\/strong>\u00a0debutnya, menggabungkan model autoregresif dengan aliran yang diperbaiki untuk sintesis gambar yang superior.\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/demo-link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Coba demo<\/a>.<\/li>\n\n\n\n<li><strong>2024.10.23:<\/strong>\u00a0Kode evaluasi sekarang tersedia di\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">VLMEvalKit<\/a>\u00a0untuk membandingkan tugas multimodal.<\/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>Mengapa Memilih Janus-Series?<\/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: Meningkatkan Penguasaan Multimodal<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Iterasi lanjutan dari Janus menggabungkan&nbsp;<strong>strategi pelatihan yang dioptimalkan<\/strong>,&nbsp;<strong>set data yang diperluas<\/strong>dan&nbsp;<strong>arsitektur model yang lebih besar<\/strong>&nbsp;(Parameter 1B\/7B). Kemajuan utama meliputi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Akurasi 40% yang lebih tinggi<\/strong>\u00a0dalam tugas instruksi teks-ke-gambar vs. DALL-E 3.<\/li>\n\n\n\n<li><strong>Dukungan resolusi 384\u00d7384<\/strong>\u00a0untuk menghasilkan gambar yang mendetail.<\/li>\n\n\n\n<li><strong>Berlisensi MIT<\/strong>\u00a0untuk penggunaan komersial-ideal untuk perusahaan rintisan dan perusahaan.<\/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: Visi Pemisahan untuk AI Terpadu<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus memelopori sebuah&nbsp;<strong>kerangka kerja autoregresif baru<\/strong>&nbsp;yang memisahkan pengkodean visual menjadi jalur terpisah sekaligus mempertahankan arsitektur Transformer yang terpadu. Manfaat:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Inferensi 20% yang lebih cepat<\/strong>\u00a0dibandingkan dengan model khusus tugas.<\/li>\n\n\n\n<li><strong>Peralihan yang mulus<\/strong>\u00a0antara pemahaman dan pembuatan gambar.<\/li>\n\n\n\n<li>Mengungguli Difusi Stabil dalam tolok ukur sintesis visual.<\/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: Autoregresi Memenuhi Aliran yang Diperbaiki<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>JanusFlow menyelaraskan pemodelan bahasa autoregresif dengan&nbsp;<strong>aliran yang diperbaiki<\/strong>teknik generatif yang canggih. Sorotan:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tidak ada perombakan arsitektur<\/strong>-melatih aliran yang diperbaiki dalam kerangka kerja LLM yang ada.<\/li>\n\n\n\n<li><strong>Tolok ukur tingkat atas<\/strong>: Mencocokkan model khusus dalam perataan gambar-teks.<\/li>\n\n\n\n<li>Kode sumber terbuka untuk penerapan yang cepat.<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/janusai.pro\/id\/\" target=\"_blank\" rel=\"noreferrer noopener\">Jelajahi Demo 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>Unduhan Model<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Semua model dihosting di&nbsp;<strong>Memeluk Wajah<\/strong>&nbsp;di bawah&nbsp;<strong>Lisensi MIT<\/strong>&nbsp;(ramah komersial):<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Model<\/th><th>Parameter<\/th><th>Panjang Urutan<\/th><th>Tautan Unduhan<\/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 Memeluk Wajah<\/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 Memeluk Wajah<\/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 Memeluk Wajah<\/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>Mulai Cepat<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>Menerapkan Janus-Pro dalam 3 Langkah:<\/strong><\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Instal dependensi: bash\u590d\u5236pip instal deepseek-januspro torch<\/li>\n\n\n\n<li>Muat model:python\u590d\u5236 from deepseek import JanusPro model = JanusPro.from_pretrained(\"deepseek\/janus-pro-7b\")<\/li>\n\n\n\n<li>Menghasilkan gambar dari teks:python\u590d\u5236output = model.generate(\"Kota cyberpunk saat matahari terbenam, 4K sangat detail\")<\/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\">Dokumentasi Lengkap<\/a>\u00a0|\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/44235caf-0df4-4101-a1d9-292ad75d0bd1#\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Dukungan Komunitas<\/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>Lisensi &amp; Penggunaan Komersial<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kode<\/strong>: Lisensi MIT (sumber terbuka, dapat dimodifikasi).<\/li>\n\n\n\n<li><strong>Model<\/strong>: Gratis untuk penggunaan komersial di bawah\u00a0<a href=\"https:\/\/chat.deepseek.com\/a\/chat\/s\/license-link\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Lisensi Model DeepSeek<\/a>.<\/li>\n\n\n\n<li><strong>Kecerdasan buatan yang etis<\/strong>: Pedoman kepatuhan disertakan untuk mengurangi 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>Kutipan &amp; Penelitian<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Mendukung inovasi akademik dengan mengutip:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">@misc{chen2025januspro,\n  title={Janus-Pro: Pemahaman dan Pembangkitan Multimodal Terpadu dengan Penskalaan Data dan Model},\n  author = {Chen, Xiaokang dkk.},\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\">Lihat Semua Publikasi<\/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>Mulailah Hari Ini!<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Bergabunglah dengan ribuan pengembang yang memanfaatkan Janus-Series:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Alat bantu pembuatan konten<\/strong><\/li>\n\n\n\n<li><strong>Otomatisasi desain yang digerakkan oleh AI<\/strong><\/li>\n\n\n\n<li><strong>Penelitian multimodal<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>Hubungi Kami<\/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\">Masalah 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 #AIGenerasi #JanusPro #DeepSeek<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>Dioptimalkan untuk SEO<\/strong>: Kata kunci seperti \"AI multimodal terpadu,\" \"unduhan Janus-Pro,\" dan \"pembuatan gambar sumber terbuka\" ditempatkan secara strategis untuk meningkatkan peringkat pencarian. Tautan internal ke Hugging Face dan dokumentasi meningkatkan keterlibatan pengguna.<\/p>","protected":false},"excerpt":{"rendered":"<p>Buka Kemampuan AI Generasi Berikutnya dengan Inovasi Sumber Terbuka Janus-Series dari DeepSeek mewakili lompatan terobosan dalam AI multimodal, yang mengintegrasikan pemahaman gambar, pembuatan teks-ke-gambar, dan pemodelan bahasa tingkat lanjut dengan mulus. Dirancang untuk para peneliti, pengembang, dan perusahaan, model-model ini mengubah fleksibilitas dan kinerja dalam aplikasi AI. \ud83d\ude80 Pembaruan Terbaru Tetap terdepan dengan rilis mutakhir: \ud83d\udd25 Mengapa Memilih Janus-Series? 1. Janus-Pro: Penskalaan Multimodal ...<\/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\/id\/wp-json\/wp\/v2\/posts\/523","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/janusai.pro\/id\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/janusai.pro\/id\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/janusai.pro\/id\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/janusai.pro\/id\/wp-json\/wp\/v2\/comments?post=523"}],"version-history":[{"count":1,"href":"https:\/\/janusai.pro\/id\/wp-json\/wp\/v2\/posts\/523\/revisions"}],"predecessor-version":[{"id":524,"href":"https:\/\/janusai.pro\/id\/wp-json\/wp\/v2\/posts\/523\/revisions\/524"}],"wp:attachment":[{"href":"https:\/\/janusai.pro\/id\/wp-json\/wp\/v2\/media?parent=523"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/janusai.pro\/id\/wp-json\/wp\/v2\/categories?post=523"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/janusai.pro\/id\/wp-json\/wp\/v2\/tags?post=523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}