{"id":857,"date":"2025-02-04T16:45:13","date_gmt":"2025-02-04T16:45:13","guid":{"rendered":"https:\/\/janusai.pro\/?p=857"},"modified":"2025-02-04T16:45:15","modified_gmt":"2025-02-04T16:45:15","slug":"in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have","status":"publish","type":"post","link":"https:\/\/janusai.pro\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/","title":{"rendered":"\uc2ec\uce35 \ubd84\uc11d: \ub525\uc2dc\ud06c\uac00 \uc0c8\ub85c \ucd9c\uc2dc\ud55c Janus-Pro\uc5d0\ub294 \uc5b4\ub5a4 \ud601\uc2e0\uc774 \uc788\uc744\uae4c\uc694?"},"content":{"rendered":"<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div>\n<p>DeepSeek\uc5d0\uc11c \uc6f9\uc0ac\uc774\ud2b8\ub97c \uc5c5\ub370\uc774\ud2b8\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc0c8\ud574 \uc804\uc57c \uc0c8\ubcbd, DeepSeek\ub294 \uac11\uc790\uae30 \uc57c\ub204\uc2a4 \ud504\ub85c\uc81d\ud2b8 \uacf5\uac04\uc5d0\uc11c Janus-Pro \ubaa8\ub378\uacfc \uae30\uc220 \ubcf4\uace0\uc11c\ub97c \uc624\ud508\uc18c\uc2a4\ub85c \uacf5\uac1c\ud55c\ub2e4\uace0 GitHub\uc5d0 \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uba3c\uc800 \uba87 \uac00\uc9c0 \ud575\uc2ec \uc0ac\ud56d\uc744 \uac15\uc870\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\uadf8\ub9ac\uace0 <a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-7B\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Janus-Pro \ubaa8\ub378<\/a> \uc774\ubc88\uc5d0 \ucd9c\uc2dc\ub41c \uba40\ud2f0\ubaa8\ub2ec \ubaa8\ub378\uc740<strong> \ub294 \uba40\ud2f0\ubaa8\ub2ec \uc774\ud574\uc640 \uc774\ubbf8\uc9c0 \uc0dd\uc131 \uc791\uc5c5\uc744 \ub3d9\uc2dc\uc5d0 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucd1d \ub450 \uac00\uc9c0 \ud30c\ub77c\ubbf8\ud130 \ubc84\uc804\uc774 \uc788\uc2b5\ub2c8\ub2e4, <a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-7B\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Janus-Pro-1B \ubc0f Janus-Pro-7B<\/a>.<\/strong><\/li>\n\n\n\n<li>Janus-Pro\uc758 \ud575\uc2ec \ud601\uc2e0\uc740 \ub514\ucee4\ud50c\ub9c1\uc785\ub2c8\ub2e4.<strong> \uba40\ud2f0\ubaa8\ub2ec \uc774\ud574\uc640 \uc0dd\uc131, \uc11c\ub85c \ub2e4\ub978 \ub450 \uac00\uc9c0 \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ub450 \uac00\uc9c0 \uc791\uc5c5\uc744 \ub3d9\uc77c\ud55c \ubaa8\ub378\uc5d0\uc11c \ud6a8\uc728\uc801\uc73c\ub85c \uc644\ub8cc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/strong>.<\/li>\n\n\n\n<li>Janus-Pro\ub294 \uc9c0\ub09c\ud574 10\uc6d4 DeepSeek\uc5d0\uc11c \ubc1c\ud45c\ud55c \uc57c\ub204\uc2a4 \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\uc640 \uc77c\uce58\ud558\uc9c0\ub9cc \ub2f9\uc2dc \uc57c\ub204\uc2a4\ub294 \ubcfc\ub968\uc774 \ub9ce\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4. \uc2dc\uac01 \ubd84\uc57c\uc758 \uc54c\uace0\ub9ac\uc998 \uc804\ubb38\uac00\uc778 \ucc30\uc2a4 \ubc15\uc0ac\ub294 \uc774\uc804 \uc57c\ub204\uc2a4\uac00 \"\ud3c9\uade0 \uc218\uc900\"\uc774\uc5c8\uc73c\uba70 \"\ub525\uc2dc\ud06c\uc758 \uc5b8\uc5b4 \ubaa8\ub378\ub9cc\ud07c \uc88b\uc9c0 \uc54a\uc558\ub2e4\"\uace0 \ub9d0\ud588\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1870\" height=\"1804\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/720ad345-4902-46e0-9185-bc4f887ed302.png\" alt=\"\" class=\"wp-image-859\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/720ad345-4902-46e0-9185-bc4f887ed302.png 1870w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/720ad345-4902-46e0-9185-bc4f887ed302-300x289.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/720ad345-4902-46e0-9185-bc4f887ed302-1024x988.png 1024w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/720ad345-4902-46e0-9185-bc4f887ed302-768x741.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/720ad345-4902-46e0-9185-bc4f887ed302-1536x1482.png 1536w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/720ad345-4902-46e0-9185-bc4f887ed302-12x12.png 12w\" sizes=\"auto, (max-width: 1870px) 100vw, 1870px\" \/><\/figure>\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\">\ubaa9\ucc28<\/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=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\ud1a0\uae00<\/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\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/#It_is_intended_to_solve_the_industrys_difficult_problem_balancing_multimodal_understanding_and_image_generation\" >\uba40\ud2f0\ubaa8\ub2ec \uc774\ud574\uc640 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc758 \uade0\ud615\uc774\ub77c\ub294 \uc5c5\uacc4\uc758 \uc5b4\ub824\uc6b4 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uac83\uc785\ub2c8\ub2e4.<\/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\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/#Januss_decoupled_architecture_and_Janus-Pros_optimized_training_strategy\" >\uc57c\ub204\uc2a4\uc758 \ubd84\ub9ac\ud615 \uc544\ud0a4\ud14d\ucc98\uc640 Janus-Pro\uc758 \ucd5c\uc801\ud654\ub41c \uad50\uc721 \uc804\ub7b5<\/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\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/#First_lets_look_at_the_parameters\" >\uba3c\uc800 \ub9e4\uac1c \ubcc0\uc218\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/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\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/#There_is_also_the_training_strategy\" >\uad50\uc721 \uc804\ub7b5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/janusai.pro\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/#Stage_I_%E2%80%93_Longer_training_time\" >1\ub2e8\uacc4 - \ub354 \uae34 \uad50\uc721 \uc2dc\uac04<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/janusai.pro\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/#Stage_II_%E2%80%93_Removing_ImageNet_data_and_adding_multi-modal_data\" >2\ub2e8\uacc4 - ImageNet \ub370\uc774\ud130 \uc81c\uac70 \ubc0f \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \ucd94\uac00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/janusai.pro\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/#Stage_III_%E2%80%93_Optimizing_the_data_ratio\" >3\ub2e8\uacc4 - \ub370\uc774\ud130 \ube44\uc728 \ucd5c\uc801\ud654<\/a><\/li><\/ul><\/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\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/#Lets_look_at_the_training_data\" >\ud559\uc2b5 \ub370\uc774\ud130\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/janusai.pro\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/#Expansion_of_multimodal_understanding_data\" >\uba40\ud2f0\ubaa8\ub2ec \uc774\ud574 \ub370\uc774\ud130\uc758 \ud655\uc7a5:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/janusai.pro\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/#Expansion_of_visual_generation_data\" >\uc2dc\uac01\uc801 \uc0dd\uc131 \ub370\uc774\ud130\uc758 \ud655\uc7a5:<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/janusai.pro\/ko\/in-depth-analysis-what-innovations-does-deepseeks-newly-released-janus-pro-have\/#The_continuation_of_an_efficiency_revolution\" >\ud6a8\uc728\uc131 \ud601\uba85\uc758 \uc9c0\uc18d?<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"It_is_intended_to_solve_the_industrys_difficult_problem_balancing_multimodal_understanding_and_image_generation\"><\/span><strong>\uba40\ud2f0\ubaa8\ub2ec \uc774\ud574\uc640 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc758 \uade0\ud615\uc774\ub77c\ub294 \uc5c5\uacc4\uc758 \uc5b4\ub824\uc6b4 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uac83\uc785\ub2c8\ub2e4.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\ub525\uc2dc\ud06c\uc758 \uacf5\uc2dd \uc18c\uac1c\uc5d0 \ub530\ub974\uba74, <a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-7B\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Janus-Pro <\/a>\ub294 \uc0ac\uc9c4\uc744 \uc774\ud574\ud558\uace0, \uc0ac\uc9c4 \uc18d \ud14d\uc2a4\ud2b8\ub97c \ucd94\ucd9c\ud558\uc5ec \uc774\ud574\ud560 \uc218 \uc788\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c \ub3d9\uc2dc\uc5d0 \uc0ac\uc9c4\uc744 \uc0dd\uc131\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uae30\uc220 \ubcf4\uace0\uc11c\uc5d0\ub294 \ub3d9\uc77c\ud55c \uc720\ud615 \ubc0f \uaddc\ubaa8\uc758 \ub2e4\ub978 \ubaa8\ub378\uacfc \ube44\uad50\ud588\uc744 \ub54c Janus-Pro-7B\uc758 GenEval \ubc0f DPG-Bench \ud14c\uc2a4\ud2b8 \uc138\ud2b8 \uc810\uc218\uac00 \ub2e4\uc74c\uacfc \uac19\uc774 \uc5b8\uae09\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<strong> SD3-Medium \ubc0f DALL-E 3\uacfc \uac19\uc740 \ub2e4\ub978 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ub2a5\uac00\ud569\ub2c8\ub2e4.<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1067\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a30e3dd3-b95c-4745-a4f7-8c5ace36af17.png\" alt=\"\" class=\"wp-image-862\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a30e3dd3-b95c-4745-a4f7-8c5ace36af17.png 1080w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a30e3dd3-b95c-4745-a4f7-8c5ace36af17-300x296.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a30e3dd3-b95c-4745-a4f7-8c5ace36af17-1024x1012.png 1024w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a30e3dd3-b95c-4745-a4f7-8c5ace36af17-768x759.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a30e3dd3-b95c-4745-a4f7-8c5ace36af17-12x12.png 12w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/figure>\n\n\n\n<p>\uad00\uacc4\uc790\ub294 \ub610\ud55c \uc608\ub97c \ub4e4\uc5b4 \ud83d\udc47:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1295\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a063e5ec-bc07-4129-8ded-0ab90001bbfe.png\" alt=\"\" class=\"wp-image-866\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a063e5ec-bc07-4129-8ded-0ab90001bbfe.png 1080w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a063e5ec-bc07-4129-8ded-0ab90001bbfe-250x300.png 250w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a063e5ec-bc07-4129-8ded-0ab90001bbfe-854x1024.png 854w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a063e5ec-bc07-4129-8ded-0ab90001bbfe-768x921.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/a063e5ec-bc07-4129-8ded-0ab90001bbfe-10x12.png 10w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/figure>\n\n\n\n<p>X\uc5d0\uc11c \ub9ce\uc740 \ub124\ud2f0\uc98c\uc774 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud574\ubcf4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1429\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/c5235f43-349a-47a2-ae9f-dc5491d88d61.png\" alt=\"\" class=\"wp-image-867\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/c5235f43-349a-47a2-ae9f-dc5491d88d61.png 1080w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/c5235f43-349a-47a2-ae9f-dc5491d88d61-227x300.png 227w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/c5235f43-349a-47a2-ae9f-dc5491d88d61-774x1024.png 774w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/c5235f43-349a-47a2-ae9f-dc5491d88d61-768x1016.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/c5235f43-349a-47a2-ae9f-dc5491d88d61-9x12.png 9w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1616\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/61c76adf-1b00-4b38-8504-a47410160d3b.png\" alt=\"\" class=\"wp-image-869\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/61c76adf-1b00-4b38-8504-a47410160d3b.png 1080w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/61c76adf-1b00-4b38-8504-a47410160d3b-200x300.png 200w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/61c76adf-1b00-4b38-8504-a47410160d3b-684x1024.png 684w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/61c76adf-1b00-4b38-8504-a47410160d3b-768x1149.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/61c76adf-1b00-4b38-8504-a47410160d3b-1027x1536.png 1027w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/61c76adf-1b00-4b38-8504-a47410160d3b-8x12.png 8w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/figure>\n\n\n\n<p>\ud558\uc9c0\ub9cc \uac00\ub054 \ucda9\ub3cc\uc774 \ubc1c\uc0dd\ud558\uae30\ub3c4 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e4\uc74c\uc5d0 \ub300\ud55c \uae30\uc220 \ubb38\uc11c\ub97c \ucc38\uc870\ud558\uc5ec <a href=\"https:\/\/www.deepseek.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">DeepSeek<\/a>Janus Pro\ub294 3\uac1c\uc6d4 \uc804\uc5d0 \ucd9c\uc2dc\ub41c \uc57c\ub204\uc2a4\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ucd5c\uc801\ud654\ub77c\ub294 \uac83\uc744 \uc54c\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \ubaa8\ub378 \uc2dc\ub9ac\uc988\uc758 \ud575\uc2ec \ud601\uc2e0\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<strong> \uc2dc\uac01\uc801 \uc774\ud574 \uc791\uc5c5\uacfc \uc2dc\uac01\uc801 \uc0dd\uc131 \uc791\uc5c5\uc744 \ubd84\ub9ac\ud558\uc5ec \ub450 \uc791\uc5c5\uc758 \ud6a8\uacfc\ub97c \uade0\ud615 \uc788\uac8c \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"538\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/0fc71a9c-e23b-4ae9-976c-a4820124628e.png\" alt=\"\" class=\"wp-image-861\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/0fc71a9c-e23b-4ae9-976c-a4820124628e.png 1080w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/0fc71a9c-e23b-4ae9-976c-a4820124628e-300x149.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/0fc71a9c-e23b-4ae9-976c-a4820124628e-1024x510.png 1024w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/0fc71a9c-e23b-4ae9-976c-a4820124628e-768x383.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/0fc71a9c-e23b-4ae9-976c-a4820124628e-18x9.png 18w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/figure>\n\n\n\n<p>\ubaa8\ub378\uc774 \uba40\ud2f0\ubaa8\ub2ec \uc774\ud574\uc640 \uc0dd\uc131\uc744 \ub3d9\uc2dc\uc5d0 \uc218\ud589\ud558\ub294 \uac83\uc740 \ub4dc\ubb38 \uc77c\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc774 \ud14c\uc2a4\ud2b8 \uc138\ud2b8\uc758 D-DiT\uc640 TokenFlow-XL\uc740 \ubaa8\ub450 \uc774\ub7ec\ud55c \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud558\uc9c0\ub9cc \uc57c\ub204\uc2a4\uc758 \ud2b9\uc9d5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<strong> \ud504\ub85c\uc138\uc2f1\uc744 \ubd84\ub9ac\ud558\uc5ec \uba40\ud2f0\ubaa8\ub2ec \uc774\ud574\uc640 \uc0dd\uc131\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\ub85c \ub450 \uc791\uc5c5\uc758 \ud6a8\uc728\uc131\uc744 \uade0\ud615 \uc788\uac8c \uc870\uc815\ud569\ub2c8\ub2e4.<\/strong><\/p>\n\n\n\n<p><strong>\uc5c5\uacc4\uc5d0\uc11c \ub450 \uac00\uc9c0 \uc791\uc5c5\uc758 \ud6a8\uc728\uc131\uc758 \uade0\ud615\uc744 \ub9de\ucd94\ub294 \uac83\uc740 \uc5b4\ub824\uc6b4 \ubb38\uc81c\uc785\ub2c8\ub2e4.<\/strong> \uc774\uc804\uc5d0\ub294 \uac00\ub2a5\ud55c \ud55c \ub3d9\uc77c\ud55c \uc778\ucf54\ub354\ub97c \uc0ac\uc6a9\ud558\uc5ec \uba40\ud2f0\ubaa8\ub2ec \uc774\ud574\uc640 \uc0dd\uc131\uc744 \uad6c\ud604\ud558\ub294 \uac83\uc774 \ubaa9\ud45c\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \uc811\uadfc \ubc29\uc2dd\uc758 \uc7a5\uc810\uc740 \uc544\ud0a4\ud14d\ucc98\uac00 \uac04\ub2e8\ud558\uace0, \uc911\ubcf5 \ubc30\ud3ec\uac00 \uc5c6\uc73c\uba70, \ud14d\uc2a4\ud2b8 \ubaa8\ub378(\ud14d\uc2a4\ud2b8 \uc0dd\uc131 \ubc0f \ud14d\uc2a4\ud2b8 \uc774\ud574\ub97c \uc704\ud574 \ub3d9\uc77c\ud55c \ubc29\ubc95\uc744 \uc0ac\uc6a9)\uacfc \uc77c\uce58\ud55c\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \ub610 \ub2e4\ub978 \uc7a5\uc810\uc740 \uc774\ub7ec\ud55c \uc5ec\ub7ec \uae30\ub2a5\uc758 \uc735\ud569\uc73c\ub85c \uc5b4\ub290 \uc815\ub3c4 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc744 \uad6c\ud604\ud560 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub7ec\ub098 \uc0ac\uc2e4 \uc774\ubbf8\uc9c0 \uc774\ud574\ub294 \uace0\ucc28\uc6d0\uc801\uc73c\ub85c \ucd94\uc0c1\ud654\ud558\uace0 \uac70\uc2dc\uc801\uc778 \uac83\uc5d0 \ud3b8\ud5a5\ub41c \uadf8\ub9bc\uc758 \ud575\uc2ec \uc758\ubbf8\ub97c \ucd94\ucd9c\ud574\uc57c \ud558\uae30 \ub54c\ubb38\uc5d0 \uc0dd\uc131 \ubc0f \uc774\ud574\uac00 \uc735\ud569\ub41c \ud6c4\uc5d0\ub294 \ub450 \uac00\uc9c0 \uc791\uc5c5\uc774 \ucda9\ub3cc\ud558\uac8c \ub429\ub2c8\ub2e4. \ubc18\uba74 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc740 \ud53d\uc140 \uc218\uc900\uc5d0\uc11c \ub85c\uceec \ub514\ud14c\uc77c\uc758 \ud45c\ud604\uacfc \uc0dd\uc131\uc5d0 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc5c5\uacc4\uc758 \uc77c\ubc18\uc801\uc778 \uad00\ud589\uc740 \uc774\ubbf8\uc9c0 \uc0dd\uc131 \uae30\ub2a5\uc5d0 \uc6b0\uc120\uc21c\uc704\ub97c \ub450\ub294 \uac83\uc785\ub2c8\ub2e4. \uadf8 \uacb0\uacfc \ub2e4\uc74c\uacfc \uac19\uc740 \uba40\ud2f0\ubaa8\ub2ec \ubaa8\ub378\uc774 \ud0c4\uc0dd\ud569\ub2c8\ub2e4.<strong> \ub294 \ub354 \ub192\uc740 \ud488\uc9c8\uc758 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc9c0\ub9cc \uc774\ubbf8\uc9c0 \uc774\ud574 \uacb0\uacfc\ub294 \ud3c9\ubc94\ud55c \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Januss_decoupled_architecture_and_Janus-Pros_optimized_training_strategy\"><\/span><strong>\uc57c\ub204\uc2a4\uc758 \ubd84\ub9ac\ud615 \uc544\ud0a4\ud14d\ucc98\uc640 Janus-Pro\uc758 \ucd5c\uc801\ud654\ub41c \uad50\uc721 \uc804\ub7b5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\uc57c\ub204\uc2a4\uc758 \ubd84\ub9ac\ud615 \uc544\ud0a4\ud14d\ucc98\ub294 \ubaa8\ub378\uc774 \uc790\uccb4\uc801\uc73c\ub85c \uc774\ud574\uc640 \uc0dd\uc131 \uc791\uc5c5\uc758 \uade0\ud615\uc744 \ub9de\ucd9c \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uacf5\uc2dd \uae30\uc220 \ubcf4\uace0\uc11c\uc758 \uacb0\uacfc\uc5d0 \ub530\ub974\uba74, \uba40\ud2f0\ubaa8\ub2ec \uc774\ud574\uc774\ub4e0 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc774\ub4e0 Janus-Pro-7B\ub294 \uc5ec\ub7ec \ud14c\uc2a4\ud2b8 \uc138\ud2b8\uc5d0\uc11c \uc6b0\uc218\ud55c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"976\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/f280e5d6-7150-40d3-bf81-7e5e5b780129.png\" alt=\"\" class=\"wp-image-863\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/f280e5d6-7150-40d3-bf81-7e5e5b780129.png 1080w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/f280e5d6-7150-40d3-bf81-7e5e5b780129-300x271.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/f280e5d6-7150-40d3-bf81-7e5e5b780129-1024x925.png 1024w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/f280e5d6-7150-40d3-bf81-7e5e5b780129-768x694.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/f280e5d6-7150-40d3-bf81-7e5e5b780129-13x12.png 13w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/figure>\n\n\n\n<p><strong>\uba40\ud2f0\ubaa8\ub2ec \uc774\ud574\ub97c \uc704\ud574,<\/strong> Janus-Pro-7B\ub294 7\uac1c\uc758 \ud3c9\uac00 \ub370\uc774\ud130 \uc138\ud2b8 \uc911 4\uac1c\uc5d0\uc11c 1\uc704\ub97c, \ub098\uba38\uc9c0 3\uac1c\uc5d0\uc11c\ub294 1\uc704 \ubaa8\ub378\uc5d0 \uc57d\uac04 \ub4a4\uc9c4 2\uc704\ub97c \ucc28\uc9c0\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1062\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/782c767f-e8d3-4d5c-9e2d-638c102f7dff.png\" alt=\"\" class=\"wp-image-865\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/782c767f-e8d3-4d5c-9e2d-638c102f7dff.png 1080w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/782c767f-e8d3-4d5c-9e2d-638c102f7dff-300x295.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/782c767f-e8d3-4d5c-9e2d-638c102f7dff-1024x1007.png 1024w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/782c767f-e8d3-4d5c-9e2d-638c102f7dff-768x755.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/782c767f-e8d3-4d5c-9e2d-638c102f7dff-12x12.png 12w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/figure>\n\n\n\n<p><strong>\uc774\ubbf8\uc9c0 \uc0dd\uc131\uc6a9,<\/strong> Janus-Pro-7B\ub294 GenEval\uacfc DPG-Bench \ud3c9\uac00 \ub370\uc774\ud130 \uc138\ud2b8 \ubaa8\ub450\uc5d0\uc11c \uc885\ud569 \uc810\uc218 1\uc704\ub97c \ub2ec\uc131\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\ub7ec\ud55c \uba40\ud2f0\ud0dc\uc2a4\ud0b9 \ud6a8\uacfc\ub294 \uc8fc\ub85c \uc57c\ub204\uc2a4 \uc2dc\ub9ac\uc988\uac00 \uc11c\ub85c \ub2e4\ub978 \uc791\uc5c5\uc744 \uc704\ud574 \ub450 \uac1c\uc758 \ube44\uc8fc\uc5bc \uc778\ucf54\ub354\ub97c \uc0ac\uc6a9\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\uc778\ucf54\ub354 \uc774\ud574:<\/strong> \uc774\ubbf8\uc9c0 \uc774\ud574 \uc791\uc5c5(\uc608: \uc774\ubbf8\uc9c0 \uc9c8\ubb38\uacfc \ub2f5\ubcc0, \uc2dc\uac01\uc801 \ubd84\ub958 \ub4f1)\uc744 \uc704\ud574 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc758\ubbf8\ub860\uc801 \ud2b9\uc9d5\uc744 \ucd94\ucd9c\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc81c\ub108\ub808\uc774\ud2f0\ube0c \uc778\ucf54\ub354:<\/strong> \ub294 \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \uc0dd\uc131 \uc791\uc5c5\uc744 \uc704\ud574 \uc774\ubbf8\uc9c0\ub97c \uac1c\ubcc4 \ud45c\ud604(\uc608: VQ \uc778\ucf54\ub354 \uc0ac\uc6a9)\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p>\uc774 \uc544\ud0a4\ud14d\ucc98\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4,<strong> \ubaa8\ub378\uc740 \uac01 \uc778\ucf54\ub354\uc758 \uc131\ub2a5\uc744 \ub3c5\ub9bd\uc801\uc73c\ub85c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uba40\ud2f0\ubaa8\ub2ec \uc774\ud574 \ubc0f \uc0dd\uc131 \uc791\uc5c5\uc774 \uac01\uac01 \ucd5c\uc0c1\uc758 \uc131\ub2a5\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"565\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/81defdea-eadb-4fc7-8395-4c365c44d502.png\" alt=\"\" class=\"wp-image-860\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/81defdea-eadb-4fc7-8395-4c365c44d502.png 1080w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/81defdea-eadb-4fc7-8395-4c365c44d502-300x157.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/81defdea-eadb-4fc7-8395-4c365c44d502-1024x536.png 1024w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/81defdea-eadb-4fc7-8395-4c365c44d502-768x402.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/81defdea-eadb-4fc7-8395-4c365c44d502-18x9.png 18w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/figure>\n\n\n\n<p><strong>\uc774 \ubd84\ub9ac\ud615 \uc544\ud0a4\ud14d\ucc98\ub294 Janus-Pro\uc640 \uc57c\ub204\uc2a4\uc5d0 \uacf5\ud1b5\uc801\uc73c\ub85c \uc801\uc6a9\ub429\ub2c8\ub2e4. \uadf8\ub807\ub2e4\uba74 \uc9c0\ub09c \uba87 \ub2ec \ub3d9\uc548 Janus-Pro\ub294 \uc5b4\ub5a4 \ubc18\ubcf5\uc744 \uac70\ucce4\uc744\uae4c\uc694?<\/strong><\/p>\n\n\n\n<p>\ud3c9\uac00 \uc138\ud2b8\uc758 \uacb0\uacfc\uc5d0\uc11c \uc54c \uc218 \uc788\ub4ef\uc774, \ud604\uc7ac \ucd9c\uc2dc\ub41c Janus-Pro-1B\ub294 \uc774\uc804 \uc57c\ub204\uc2a4\uc640 \ube44\uad50\ud558\uc5ec \ub2e4\uc591\ud55c \ud3c9\uac00 \uc138\ud2b8\uc758 \uc810\uc218\uc5d0\uc11c \uc57d 10%\uc5d0\uc11c 20%\uae4c\uc9c0 \uac1c\uc120\ub418\uc5c8\uc2b5\ub2c8\ub2e4. Janus-Pro-7B\ub294 \ub9e4\uac1c\ubcc0\uc218 \uc218\ub97c \ud655\uc7a5\ud55c \ud6c4 \uc57c\ub204\uc2a4 \ub300\ube44 \uc57d 45%\ub85c \uac00\uc7a5 \ub192\uc740 \ud5a5\uc0c1\uc744 \ubcf4\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"185\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/746d1d6f-9a07-4922-9b59-717614ef0738.png\" alt=\"\" class=\"wp-image-858\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/746d1d6f-9a07-4922-9b59-717614ef0738.png 1080w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/746d1d6f-9a07-4922-9b59-717614ef0738-300x51.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/746d1d6f-9a07-4922-9b59-717614ef0738-1024x175.png 1024w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/746d1d6f-9a07-4922-9b59-717614ef0738-768x132.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/746d1d6f-9a07-4922-9b59-717614ef0738-18x3.png 18w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"430\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/9361ef86-87ce-4f84-9cdd-71ef95a9f4b1.png\" alt=\"\" class=\"wp-image-864\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/9361ef86-87ce-4f84-9cdd-71ef95a9f4b1.png 1080w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/9361ef86-87ce-4f84-9cdd-71ef95a9f4b1-300x119.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/9361ef86-87ce-4f84-9cdd-71ef95a9f4b1-1024x408.png 1024w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/9361ef86-87ce-4f84-9cdd-71ef95a9f4b1-768x306.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/9361ef86-87ce-4f84-9cdd-71ef95a9f4b1-18x7.png 18w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/figure>\n\n\n\n<p>\uad50\uc721 \uc138\ubd80 \uc0ac\ud56d \uce21\uba74\uc5d0\uc11c \uae30\uc220 \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74 \ud604\uc7ac \ub9b4\ub9ac\uc2a4\ub41c Janus-Pro\ub294 \uc774\uc804 \uc57c\ub204\uc2a4 \ubaa8\ub378\uc5d0 \ube44\ud574 \ud575\uc2ec \ub514\ucee4\ud50c\ub9c1 \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4\ub97c \uc720\uc9c0\ud558\uba70, \ucd94\uac00\ub85c \ub2e4\uc74c\uc744 \ubc18\ubcf5\ud569\ub2c8\ub2e4.<strong> \ub9e4\uac1c\ubcc0\uc218 \ud06c\uae30, \ud559\uc2b5 \uc804\ub7b5 \ubc0f \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"First_lets_look_at_the_parameters\"><\/span><strong>\uba3c\uc800 \ub9e4\uac1c \ubcc0\uc218\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/strong>.<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\uc57c\ub204\uc2a4\uc758 \uccab \ubc88\uc9f8 \ubc84\uc804\uc5d0\ub294 13\uc5b5 \uac1c\uc758 \ub9e4\uac1c\ubcc0\uc218\ub9cc \uc788\uc5c8\uc9c0\ub9cc, \ud604\uc7ac \ucd9c\uc2dc\ub41c \ud504\ub85c \ubc84\uc804\uc5d0\ub294 10\uc5b5 \uac1c\uc640 7\uc5b5 \uac1c\uc758 \ub9e4\uac1c\ubcc0\uc218\ub97c \uac00\uc9c4 \ubaa8\ub378\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \ub450 \uac00\uc9c0 \ud06c\uae30\ub294 \uc57c\ub204\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \ud655\uc7a5\uc131\uc744 \ubc18\uc601\ud569\ub2c8\ub2e4. \uac00\uc7a5 \uac00\ubcbc\uc6b4 1B \ubaa8\ub378\uc740 \uc774\ubbf8 \uc678\ubd80 \uc0ac\uc6a9\uc790\uac00 WebGPU\ub97c \uc0ac\uc6a9\ud558\uc5ec \ube0c\ub77c\uc6b0\uc800\uc5d0\uc11c \uc2e4\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"There_is_also_the_training_strategy\"><\/span><strong>\ub610\ud55c <\/strong><strong>\uc758<\/strong><strong> \uad50\uc721 \uc804\ub7b5.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\uc57c\ub204\uc2a4\uc758 \ud6c8\ub828 \ub2e8\uacc4 \uad6c\ubd84\uacfc \uac19\uc774 Janus Pro\ub294 \ucd1d 3\uac1c\uc758 \ud6c8\ub828 \ub2e8\uacc4\uac00 \uc788\uc73c\uba70, \ub17c\ubb38\uc5d0\uc11c\ub294 \uc774\ub97c 1\ub2e8\uacc4, 2\ub2e8\uacc4, 3\ub2e8\uacc4\ub85c \uc9c1\uc811 \uad6c\ubd84\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uac01 \ub2e8\uacc4\uc758 \uae30\ubcf8 \ud6c8\ub828 \uc544\uc774\ub514\uc5b4\uc640 \ud6c8\ub828 \ubaa9\ud45c\ub294 \uadf8\ub300\ub85c \uc720\uc9c0\ud558\uba74\uc11c Janus-Pro\ub294 \uc138 \ub2e8\uacc4\uc758 \ud6c8\ub828 \uae30\uac04\uacfc \ud6c8\ub828 \ub370\uc774\ud130\ub97c \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc138 \ub2e8\uacc4\uc758 \uad6c\uccb4\uc801\uc778 \uac1c\uc120 \uc0ac\ud56d\uc785\ub2c8\ub2e4:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Stage_I_%E2%80%93_Longer_training_time\"><\/span><strong>1\ub2e8\uacc4 - \ub354 \uae34 \uad50\uc721 \uc2dc\uac04<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Janus-Pro\ub294 \uc57c\ub204\uc2a4\uc5d0 \ube44\ud574 1\ub2e8\uacc4\uc758 \ud6c8\ub828 \uc2dc\uac04, \ud2b9\ud788 \uc2dc\uac01 \ubd80\ubd84\uc758 \uc5b4\ub311\ud130\uc640 \uc774\ubbf8\uc9c0 \ud5e4\ub4dc\uc758 \ud6c8\ub828 \uc2dc\uac04\uc774 \uae38\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc2dc\uac01\uc801 \ud2b9\uc9d5 \ud559\uc2b5\uc5d0 \ub354 \ub9ce\uc740 \ud6c8\ub828 \uc2dc\uac04\uc774 \uc8fc\uc5b4\uc84c\uc74c\uc744 \uc758\ubbf8\ud558\uba70, \ubaa8\ub378\uc774 \uc774\ubbf8\uc9c0\uc758 \uc138\ubd80 \ud2b9\uc9d5(\ud53d\uc140 \ub300 \uc758\ubbf8 \ub9e4\ud551 \ub4f1)\uc744 \uc644\uc804\ud788 \uc774\ud574\ud560 \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \ud655\uc7a5\ub41c \ud6c8\ub828\uc740 \uc2dc\uac01 \ubd80\ubd84\uc758 \ud6c8\ub828\uc774 \ub2e4\ub978 \ubaa8\ub4c8\uc5d0 \uc758\ud574 \ubc29\ud574\ubc1b\uc9c0 \uc54a\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Stage_II_%E2%80%93_Removing_ImageNet_data_and_adding_multi-modal_data\"><\/span><strong>2\ub2e8\uacc4 - ImageNet \ub370\uc774\ud130 \uc81c\uac70 \ubc0f \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \ucd94\uac00<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>2\ub2e8\uacc4\uc5d0\uc11c Janus\ub294 \uc774\uc804\uc5d0 PixArt\ub97c \ucc38\uc870\ud558\uc5ec \ub450 \ubd80\ubd84\uc73c\ub85c \ud559\uc2b5\ud588\uc2b5\ub2c8\ub2e4. \uccab \ubc88\uc9f8 \ud30c\ud2b8\ub294 \uc774\ubbf8\uc9c0 \ubd84\ub958 \uc791\uc5c5\uc744 \uc704\ud574 \uc774\ubbf8\uc9c0\ub137 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud6c8\ub828\ud588\uace0, \ub450 \ubc88\uc9f8 \ud30c\ud2b8\ub294 \uc77c\ubc18 \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud6c8\ub828\ud588\uc2b5\ub2c8\ub2e4. 2\ub2e8\uacc4 \uc2dc\uac04\uc758 \uc57d 3\ubd84\uc758 2\ub294 \uccab \ubc88\uc9f8 \ud30c\ud2b8\uc5d0\uc11c \ud6c8\ub828\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Janus-Pro\ub294 2\ub2e8\uacc4\uc5d0\uc11c \uc774\ubbf8\uc9c0\ub137 \ud2b8\ub808\uc774\ub2dd\uc744 \uc81c\uac70\ud569\ub2c8\ub2e4. \uc774 \uc124\uacc4\ub97c \ud1b5\ud574 \ubaa8\ub378\uc740 2\ub2e8\uacc4 \ud559\uc2b5 \uc911\uc5d0 \ud14d\uc2a4\ud2b8-\ub300-\uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\ud5d8 \uacb0\uacfc\uc5d0 \ub530\ub974\uba74 \uc774\ub294 \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc758 \ud65c\uc6a9\ub3c4\ub97c \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud6c8\ub828 \ubc29\ubc95 \uc124\uacc4\uc758 \uc870\uc815\uacfc \ub354\ubd88\uc5b4, 2\ub2e8\uacc4\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \ud6c8\ub828 \ub370\uc774\ud130 \uc138\ud2b8\ub294 \ub354 \uc774\uc0c1 \ub2e8\uc77c \uc774\ubbf8\uc9c0 \ubd84\ub958 \uc791\uc5c5\uc5d0 \uad6d\ud55c\ub418\uc9c0 \uc54a\uace0 \uc774\ubbf8\uc9c0 \uc124\uba85 \ubc0f \ub300\ud654\uc640 \uac19\uc740 \ub2e4\ub978 \uc720\ud615\uc758 \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130\ub3c4 \ud3ec\ud568\ud558\uc5ec \uacf5\ub3d9 \ud6c8\ub828\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Stage_III_%E2%80%93_Optimizing_the_data_ratio\"><\/span><strong>3\ub2e8\uacc4 - \ub370\uc774\ud130 \ube44\uc728 \ucd5c\uc801\ud654<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>3\ub2e8\uacc4 \ud6c8\ub828\uc5d0\uc11c Janus-Pro\ub294 \ub2e4\uc591\ud55c \uc720\ud615\uc758 \ud6c8\ub828 \ub370\uc774\ud130\uc758 \ube44\uc728\uc744 \uc870\uc815\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\uc804\uc5d0\ub294 3\ub2e8\uacc4\uc5d0\uc11c \uc57c\ub204\uc2a4\uac00 \uc0ac\uc6a9\ud55c \ud559\uc2b5 \ub370\uc774\ud130\uc5d0\uc11c \ub2e4\uc911 \ubaa8\ub4dc \uc774\ud574 \ub370\uc774\ud130, \uc77c\ubc18 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130, \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ub370\uc774\ud130\uc758 \ube44\uc728\uc740 7:3:10\uc774\uc5c8\uc2b5\ub2c8\ub2e4. Janus-Pro\ub294 \ud6c4\uc790\uc758 \ub450 \uac00\uc9c0 \uc720\ud615\uc758 \ub370\uc774\ud130 \ube44\uc728\uc744 \uc904\uc774\uace0 \uc138 \uac00\uc9c0 \uc720\ud615\uc758 \ub370\uc774\ud130 \ube44\uc728\uc744 5:1:4\ub85c \uc870\uc815\ud558\uc5ec \ub2e4\uc911 \ubaa8\ub2ec \uc774\ud574 \uacfc\uc81c\uc5d0 \ub354 \ub9ce\uc740 \uc8fc\uc758\ub97c \uae30\uc6b8\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Lets_look_at_the_training_data\"><\/span><strong>\ud559\uc2b5 \ub370\uc774\ud130\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\uc57c\ub204\uc2a4\uc5d0 \ube44\ud574 \uc774\ubc88 Janus-Pro\ub294 \uace0\ud654\uc9c8<strong> \ud569\uc131 \ub370\uc774\ud130.<\/strong><\/p>\n\n\n\n<p>\uba40\ud2f0\ubaa8\ub2ec \uc774\ud574 \ubc0f \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc744 \uc704\ud55c \ud559\uc2b5 \ub370\uc774\ud130\uc758 \uc591\uacfc \ub2e4\uc591\uc131\uc744 \ud655\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Expansion_of_multimodal_understanding_data\"><\/span><strong>\uba40\ud2f0\ubaa8\ub2ec \uc774\ud574 \ub370\uc774\ud130\uc758 \ud655\uc7a5:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Janus-Pro\ub294 \ud559\uc2b5 \uc911 DeepSeek-VL2 \ub370\uc774\ud130\uc14b\uc744 \ucc38\uc870\ud558\uc5ec \uc774\ubbf8\uc9c0 \uc124\uba85 \ub370\uc774\ud130\uc14b\ubfd0\ub9cc \uc544\ub2c8\ub77c \ud45c, \ucc28\ud2b8, \ubb38\uc11c \ub4f1 \ubcf5\uc7a1\ud55c \uc7a5\uba74\uc758 \ub370\uc774\ud130\uc14b\uc744 \ud3ec\ud568\ud558\uc5ec \uc57d 9\ucc9c\ub9cc \uac1c\uc758 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \ucd94\uac00\ub85c \ucd94\uac00\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uac10\ub3c5 \ubbf8\uc138 \uc870\uc815 \ub2e8\uacc4(3\ub2e8\uacc4)\uc5d0\uc11c\ub294 MEME \uc774\ud574 \ubc0f \ub300\ud654(\uc911\uad6d\uc5b4 \ub300\ud654 \ud3ec\ud568) \ud658\uacbd \uac1c\uc120\uacfc \uad00\ub828\ub41c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uacc4\uc18d \ucd94\uac00\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Expansion_of_visual_generation_data\"><\/span><strong>\uc2dc\uac01\uc801 \uc0dd\uc131 \ub370\uc774\ud130\uc758 \ud655\uc7a5:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\uc6d0\ubcf8 \uc2e4\uc81c \ub370\uc774\ud130\ub294 \ud488\uc9c8\uc774 \uc88b\uc9c0 \uc54a\uace0 \ub178\uc774\uc988 \uc218\uc900\uc774 \ub192\uc544\uc11c \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ubcc0\ud658 \uc791\uc5c5\uc5d0\uc11c \ubaa8\ub378\uc774 \ubd88\uc548\uc815\ud55c \ucd9c\ub825\uacfc \ubbf8\uc801 \ud488\uc9c8\uc774 \ubd88\ucda9\ubd84\ud55c \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\ub294 \uc6d0\uc778\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Janus-Pro\ub294 \ud6c8\ub828 \ub2e8\uacc4\uc5d0 \uc57d 7,200\ub9cc \uac1c\uc758 \uc0c8\ub85c\uc6b4 \uace0\ud488\uc9c8 \ud569\uc131 \ub370\uc774\ud130\ub97c \ucd94\uac00\ud558\uc5ec \uc0ac\uc804 \ud6c8\ub828 \ub2e8\uacc4\uc5d0\uc11c \uc2e4\uc81c \ub370\uc774\ud130\uc640 \ud569\uc131 \ub370\uc774\ud130\uc758 \ube44\uc728\uc744 1:1\ub85c \ub9de\ucdc4\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud569\uc131 \ub370\uc774\ud130\uc758 \ud504\ub86c\ud504\ud2b8\ub294 \ubaa8\ub450 \uacf5\uac1c \ub9ac\uc18c\uc2a4\uc5d0\uc11c \uac00\uc838\uc628 \uac83\uc785\ub2c8\ub2e4. \uc2e4\ud5d8 \uacb0\uacfc, \uc774 \ub370\uc774\ud130\ub97c \ucd94\uac00\ud558\uba74 \ubaa8\ub378\uc774 \ub354 \ube60\ub974\uac8c \uc218\ub834\ud558\uace0 \uc0dd\uc131\ub41c \uc774\ubbf8\uc9c0\uc758 \uc548\uc815\uc131\uacfc \uc2dc\uac01\uc801 \uc544\ub984\ub2e4\uc6c0\uc774 \ub69c\ub837\ud558\uac8c \uac1c\uc120\ub418\ub294 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_continuation_of_an_efficiency_revolution\"><\/span>\ud6a8\uc728\uc131 \ud601\uba85\uc758 \uc9c0\uc18d?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\uc804\ubc18\uc801\uc73c\ub85c \uc774\ubc88 \ub9b4\ub9ac\uc2a4\ub97c \ud1b5\ud574 \ub525\uc2dc\ud06c\ub294 \uc2dc\uac01\uc801 \ubaa8\ub378\uc5d0 \ud6a8\uc728\uc131 \ud601\uba85\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e8\uc77c \uae30\ub2a5\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 \uc2dc\uac01 \ubaa8\ub378\uc774\ub098 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \uc720\ub9ac\ud55c \uba40\ud2f0\ubaa8\ub2ec \ubaa8\ub378\uacfc \ub2ec\ub9ac Janus-Pro\ub294 \ub3d9\uc77c\ud55c \ubaa8\ub378\uc5d0\uc11c \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubc0f \uba40\ud2f0\ubaa8\ub2ec \uc774\ud574\ub77c\ub294 \ub450 \uac00\uc9c0 \uc8fc\uc694 \uc791\uc5c5\uc758 \ud6a8\uacfc\ub97c \uade0\ud615 \uc788\uac8c \uc870\uc815\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub610\ud55c, \uc791\uc740 \ub9e4\uac1c \ubcc0\uc218\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \ud3c9\uac00\uc5d0\uc11c OpenAI DALL-E 3 \ubc0f SD3-Medium\uc744 \uc774\uacbc\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc9c0\uc0c1\uc73c\ub85c \ud655\uc7a5\ud558\uba74 \uae30\uc5c5\uc740 \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubc0f \uc774\ud574\ub77c\ub294 \ub450 \uac00\uc9c0 \uae30\ub2a5\uc744 \uc9c1\uc811 \uad6c\ud604\ud558\uae30 \uc704\ud55c \ubaa8\ub378\ub9cc \ubc30\ud3ec\ud558\uba74 \ub429\ub2c8\ub2e4. \uaddc\ubaa8\uac00 70\uc5b5\uc5d0 \ubd88\uacfc\ud558\uae30 \ub54c\ubb38\uc5d0 \ubc30\ud3ec\uc758 \ub09c\uc774\ub3c4\uc640 \ube44\uc6a9\ub3c4 \ud6e8\uc52c \ub0ae\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub525\uc2dc\ud050\uc5b4\ub294 \uc774\uc804 \ubc84\uc804\uc778 R1 \ubc0f V3\uc640 \uad00\ub828\ud558\uc5ec \ub2e4\uc74c\uacfc \uac19\uc774 \uae30\uc874 \uac8c\uc784\uc758 \uaddc\uce59\uc5d0 \ub3c4\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<strong> \"\ucef4\ud329\ud2b8\ud55c \uc544\ud0a4\ud14d\ucc98 \ud601\uc2e0, \uacbd\ub7c9 \ubaa8\ub378, \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378, \ucd08\uc800\uac00 \uad50\uc721 \ube44\uc6a9\"<\/strong>. \uc774\uac83\uc774 \uc11c\uad6c \uae30\uc220 \ub300\uae30\uc5c5\uacfc \uc2ec\uc9c0\uc5b4 \uc6d4\uc2a4\ud2b8\ub9ac\ud2b8\uae4c\uc9c0 \ud328\ub2c9\uc5d0 \ube60\uc9c4 \uc774\uc720\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uba70\uce60 \ub3d9\uc548 \uc5ec\ub860\uc758 \ubb47\ub9e4\ub97c \ub9de\uc558\ub358 \uc0d8 \uc54c\ud2b8\uba3c\uc740 \ub9c8\uce68\ub0b4 X\uc758 \ub525\uc2dc\ud06c\uc5d0 \ub300\ud55c \uc815\ubcf4\uc5d0 \uae0d\uc815\uc801\uc73c\ub85c \ubc18\uc751\ud558\uba70 R1\uc744 \uce6d\ucc2c\ud558\ub294 \ud55c\ud3b8, OpenAI\uac00 \uba87 \uac00\uc9c0 \ubc1c\ud45c\ub97c \ud560 \uac83\uc774\ub77c\uace0 \ub9d0\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1051\" height=\"1280\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/ade0e532-b451-4eff-832f-dcf20cff8f64.png\" alt=\"\" class=\"wp-image-868\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/ade0e532-b451-4eff-832f-dcf20cff8f64.png 1051w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/ade0e532-b451-4eff-832f-dcf20cff8f64-246x300.png 246w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/ade0e532-b451-4eff-832f-dcf20cff8f64-841x1024.png 841w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/ade0e532-b451-4eff-832f-dcf20cff8f64-768x935.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/02\/ade0e532-b451-4eff-832f-dcf20cff8f64-10x12.png 10w\" sizes=\"auto, (max-width: 1051px) 100vw, 1051px\" \/><\/figure>","protected":false},"excerpt":{"rendered":"<p>DeepSeek\uac00 \uc6f9\uc0ac\uc774\ud2b8\ub97c \uc5c5\ub370\uc774\ud2b8\ud588\uc2b5\ub2c8\ub2e4. \uc0c8\ud574 \uc804\uc57c \uc0c8\ubcbd, DeepSeek\ub294 \uac11\uc790\uae30 \uc57c\ub204\uc2a4 \ud504\ub85c\uc81d\ud2b8 \uacf5\uac04\uc5d0\uc11c Janus-Pro \ubaa8\ub378\uacfc \uae30\uc220 \ubcf4\uace0\uc11c\ub97c \uc624\ud508\uc18c\uc2a4\ud654\ud588\ub2e4\uace0 GitHub\ub97c \ud1b5\ud574 \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4. \uba3c\uc800 \uba87 \uac00\uc9c0 \ud575\uc2ec \uc0ac\ud56d\uc744 \uac15\uc870\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4: \uc5c5\uacc4\uc758 \uc5b4\ub824\uc6b4 \ubb38\uc81c\uc778 \uba40\ud2f0\ubaa8\ub2ec \uc774\ud574\uc640 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc758 \uade0\ud615\uc744 \ub9de\ucd94\uae30 \uc704\ud55c 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