{"id":698,"date":"2025-01-29T11:13:31","date_gmt":"2025-01-29T11:13:31","guid":{"rendered":"https:\/\/janusai.pro\/?p=698"},"modified":"2025-01-29T11:14:26","modified_gmt":"2025-01-29T11:14:26","slug":"janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it","status":"publish","type":"post","link":"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/","title":{"rendered":"Janus Pro DeepSeek\uff1a\u6df1\u5165\u4e86\u89e3\u6700\u65b0\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u6280\u8853\u8207\u61c9\u7528 | \u63a2\u7d22\u5176\u80cc\u5f8c\u7684\u5275\u65b0\u529b\u91cf"},"content":{"rendered":"<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div>\n<p>deepseek \u7684\u4f4e\u6210\u672c\u3001\u9ad8\u6548\u80fd\u958b\u653e\u539f\u59cb\u78bc\u6a21\u5f0f\u5df2\u7d93\u8d70\u7d05\u3002\u5927\u91cf\u65b0\u4f7f\u7528\u8005\u8a3b\u518a\u4e86 deepseek \u7db2\u7ad9\uff0c\u5c0e\u81f4\u7db2\u7ad9\u4e00\u518d\u7576\u6a5f\u3002<\/p>\n\n\n\n<p>\u96a8\u8457\u4eba\u5de5\u667a\u6167\u6280\u8853\u7684\u5feb\u901f\u767c\u5c55\uff0c\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM) \u6b63\u5728\u6539\u8b8a\u6211\u5011\u5de5\u4f5c\u548c\u751f\u6d3b\u7684\u65b9\u65b9\u9762\u9762\u3002<\/p>\n\n\n\n<p>\u4f46\u5728\u904e\u53bb\u7684\u4e00\u6bb5\u6642\u9593\u88e1\uff0c\u5b83\u4e5f\u7d93\u6b77\u4e86\u8a31\u591a\u56f0\u96e3\u548c\u6311\u6230\u3002\u800c\u5728\u9019\u500b\u9818\u57df\u4e2d\uff0cDeepSeek \u4ee5\u5176\u5275\u65b0\u7684\u6280\u8853\u548c\u51fa\u8272\u7684\u8868\u73fe\u812b\u7a4e\u800c\u51fa\u3002<\/p>\n\n\n\n<p>\u6211\u5011\u5c07\u5c0dJanus Pro DeepSeek\u9019\u500b\u6700\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u548cDeepSeek\u6700\u65b0\u7684\u958b\u6e90\u591a\u6a21\u614b\u5927\u578b\u6a21\u578b\u9032\u884c\u6df1\u5165\u7684\u4e86\u89e3\u3002\u4e86\u89e3\u5176\u6280\u8853\u7279\u9ede\u3001\u767c\u5c55\u6b77\u53f2\u548c\u5be6\u969b\u61c9\u7528\u50f9\u503c\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u9304<\/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=\"\u5207\u63db\u5167\u5bb9\u8868\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u5207\u63db<\/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\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#What_is_Janus_Pro_DeepSeek\" >\u4ec0\u9ebc\u662f Janus Pro DeepSeek\uff1f<\/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\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Development_of_Janus_Pro_DeepSeek\" >\u958b\u767c Janus Pro DeepSeek<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Establishment_and_development\" >\u5efa\u7acb\u8207\u767c\u5c55<\/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\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Technical_breakthroughs_and_product_iterations\" >\u6280\u8853\u7a81\u7834\u8207\u7522\u54c1\u8fed\u4ee3<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Janus_Pro_DeepSeeks_core_technology\" >Janus Pro DeepSeek \u7684\u6838\u5fc3\u6280\u8853<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Visual_coding_decoupling\" >\u8996\u89ba\u7de8\u78bc\u89e3\u8026<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Unified_Transformer_architecture\" >\u7d71\u4e00\u8b8a\u58d3\u5668\u67b6\u69cb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Optimized_training_strategy\" >\u6700\u4f73\u5316\u8a13\u7df4\u7b56\u7565<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Expanded_training_data\" >\u64f4\u5145\u8a13\u7df4\u8cc7\u6599<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Innovative_visual_encoder\" >\u5275\u65b0\u7684\u8996\u89ba\u7de8\u78bc\u5668<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#High-performance_generative_module\" >\u9ad8\u6548\u80fd\u751f\u6210\u6a21\u7d44<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Infrastructure_innovations\" >\u57fa\u790e\u8a2d\u65bd\u5275\u65b0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Multi-modal_understanding_and_generation_capabilities\" >\u591a\u6a21\u5f0f\u7406\u89e3\u548c\u751f\u6210\u80fd\u529b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Janus_Pro_DeepSeek_performance\" >Janus Pro DeepSeek \u6027\u80fd<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Multimodal_understanding_performance\" >\u591a\u6a21\u5f0f\u7406\u89e3\u6027\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Text-to-image_command_tracking\" >\u6587\u5b57\u8f49\u5f71\u50cf\u6307\u4ee4\u8ffd\u8e64<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Text-to-image_generation_performance\" >\u6587\u5b57\u5230\u5f71\u50cf\u7684\u751f\u6210\u6548\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Model_architecture_and_training\" >\u6a21\u578b\u67b6\u69cb\u8207\u8a13\u7df4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Scalability_and_deployment\" >\u64f4\u5145\u6027\u8207\u90e8\u7f72<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Practical_application_scenarios_of_Janus_Pro_DeepSeek\" >Janus Pro DeepSeek \u7684\u5be6\u969b\u61c9\u7528\u5834\u666f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#How_do_I_choose_the_right_version_of_Janus_Pro_DeepSeek_for_me\" >\u5982\u4f55\u9078\u64c7\u9069\u5408\u6211\u7684 Janus Pro DeepSeek \u7248\u672c\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Applicable_scenarios\" >\u9069\u7528\u65b9\u6848<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Deployment_requirements\" >\u90e8\u7f72\u9700\u6c42<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Summary\" >\u6458\u8981<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/janusai.pro\/zh\/janus-pro-deepseek-deep-dive-into-the-technology-and-application-of-the-latest-ai-model-explore-the-innovative-power-behind-it\/#Community_support_and_resources\" >\u793e\u5340\u652f\u63f4\u8207\u8cc7\u6e90<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_Janus_Pro_DeepSeek\"><\/span>\u4ec0\u9ebc\u662f <a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-7B\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Janus Pro DeepSeek<\/a>?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"998\" height=\"793\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-1.png\" alt=\"\" class=\"wp-image-699\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-1.png 998w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-1-300x238.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-1-768x610.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-1-15x12.png 15w\" sizes=\"auto, (max-width: 998px) 100vw, 998px\" \/><\/figure>\n\n\n\n<p>Janus Pro \u662f DeepSeek \u5718\u968a\u767c\u4f48\u7684\u958b\u653e\u6e90\u78bc\u591a\u6a21\u614b AI \u6a21\u578b\uff0c\u4e3b\u8981\u7528\u65bc\u5716\u50cf\u7406\u89e3\u548c\u5716\u50cf\u751f\u6210\u3002<\/p>\n\n\n\n<p>\u6838\u5fc3\u529f\u80fd<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u6a21\u614b\u7406\u89e3\u8207\u7522\u751f<\/strong>:Janus Pro \u53ef\u4ee5\u540c\u6642\u8655\u7406\u6587\u5b57\u548c\u5716\u50cf\uff0c\u65e2\u80fd\u7406\u89e3\u5716\u50cf\u5167\u5bb9\uff0c\u53c8\u80fd\u6839\u64da\u6587\u5b57\u63cf\u8ff0\u751f\u6210\u5716\u50cf\u3002<\/li>\n\n\n\n<li><strong>\u958b\u653e\u539f\u59cb\u78bc\u8207\u5927\u898f\u6a21\u6a21\u5f0f<\/strong>:\u5b83\u6709\u5169\u7a2e\u53c3\u6578\u5927\u5c0f\uff1a1B \u548c 7B\uff0c\u4e26\u4e14\u662f\u958b\u653e\u539f\u59cb\u78bc\u548c\u5546\u7528\u7684\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Development_of_Janus_Pro_DeepSeek\"><\/span>\u767c\u5c55 <a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-7B\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Janus Pro DeepSeek<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Establishment_and_development\"><\/span>\u5efa\u7acb\u8207\u767c\u5c55<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>2023 \u5e74 7 \u6708<\/strong>:DeepSeek \u6b63\u5f0f\u6210\u7acb\uff0c\u7e3d\u90e8\u8a2d\u5728\u676d\u5dde\uff0c\u5c08\u6ce8\u65bc\u901a\u7528\u4eba\u5de5\u667a\u80fd (AGI) \u9818\u57df\u7684\u7814\u767c\u3002<\/li>\n\n\n\n<li><strong>2023 \u5e74 11 \u6708 2 \u65e5<\/strong>:\u767c\u8868\u7b2c\u4e00\u500b\u958b\u653e\u539f\u59cb\u78bc\u5927\u578b\u6a21\u578b DeepSeek Coder\uff0c\u652f\u63f4\u591a\u7a2e\u7a0b\u5f0f\u8a9e\u8a00\u7684\u7a0b\u5f0f\u78bc\u7522\u751f\u3001\u9664\u932f\u548c\u8cc7\u6599\u5206\u6790\u4efb\u52d9\u3002<\/li>\n\n\n\n<li><strong>2023 \u5e74 11 \u6708 29 \u65e5<\/strong>:\u63a8\u51fa\u53c3\u6578\u898f\u6a21\u70ba 670 \u5104\u7684\u901a\u7528\u5927\u578b\u6a21\u578b DeepSeek LLM\uff0c\u5305\u62ec 7B \u548c 67B \u7684\u57fa\u672c\u7248\u672c\u548c\u804a\u5929\u7248\u672c\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Technical_breakthroughs_and_product_iterations\"><\/span>\u6280\u8853\u7a81\u7834\u8207\u7522\u54c1\u8fed\u4ee3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>2024 \u5e74 5 \u6708 7 \u65e5<\/strong>:\u7b2c\u4e8c\u4ee3\u958b\u6e90\u6df7\u5408\u5c08\u5bb6\uff08MoE\uff09\u6a21\u578bDeepSeek-V2\u767c\u5e03\uff0c\u7e3d\u53c3\u6578\u90542360\u5104\uff0c\u63a8\u7406\u6210\u672c\u964d\u81f3\u6bcf\u767e\u842c\u4ee3\u5e63\u50c51\u5143\u4eba\u6c11\u5e63\u3002<\/li>\n\n\n\n<li><strong>2024 \u5e74 12 \u6708 26 \u65e5<\/strong>:DeepSeek-V3 \u767c\u8868\uff0c\u7e3d\u53c3\u6578\u9054 6710 \u5104\u3002\u63a1\u7528\u5275\u65b0\u7684 MoE \u67b6\u69cb\u8207 FP8 \u6df7\u5408\u7cbe\u6e96\u8a13\u7df4\uff0c\u8a13\u7df4\u6210\u672c\u50c5 557.6 \u842c\u7f8e\u5143\u3002<\/li>\n\n\n\n<li><strong>2025 \u5e74 1 \u6708 20 \u65e5<\/strong>:\u65b0\u4e00\u4ee3\u63a8\u7406\u6a21\u578b DeepSeek-R1 \u767c\u8868\uff0c\u6548\u80fd\u5ab2\u7f8e OpenAI \u7684 o1 \u6b63\u5f0f\u7248\uff0c\u4e26\u958b\u653e\u6e90\u78bc\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"953\" height=\"521\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-3.png\" alt=\"\" class=\"wp-image-701\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-3.png 953w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-3-300x164.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-3-768x420.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-3-18x10.png 18w\" sizes=\"auto, (max-width: 953px) 100vw, 953px\" \/><\/figure>\n\n\n\n<p>1 \u6708 27 \u65e5 <a href=\"https:\/\/huggingface.co\/deepseek-ai\/Janus-Pro-7B\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">janus pro \u591a\u6a21\u5f0f\u6a21\u578b<\/a> \u767c\u8868\uff0c\u4e26\u5728\u767c\u8868\u5f8c\u7acb\u5373\u958b\u653e\u539f\u59cb\u78bc\uff0c\u8b93\u66f4\u591a\u4eba\u53ef\u4ee5\u53c3\u8207\u5927\u578b AI \u6a21\u578b\u7684\u958b\u767c\u904e\u7a0b\uff0c\u4ee5\u6709\u9650\u7684\u8cc7\u6e90\u4f7f\u7528\u4e26\u5b78\u7fd2\u6700\u65b0\u7684 AI \u6280\u8853\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Janus_Pro_DeepSeeks_core_technology\"><\/span>Janus Pro DeepSeek \u7684\u6838\u5fc3\u6280\u8853<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1017\" height=\"586\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-4.png\" alt=\"\" class=\"wp-image-702\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-4.png 1017w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-4-300x173.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-4-768x443.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-4-18x10.png 18w\" sizes=\"auto, (max-width: 1017px) 100vw, 1017px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Visual_coding_decoupling\"><\/span>\u8996\u89ba\u7de8\u78bc\u89e3\u8026<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro \u63a1\u7528\u8996\u89ba\u7de8\u78bc\u89e3\u8026\u6280\u8853\uff0c\u5c07\u8996\u89ba\u7de8\u78bc\u8def\u5f91\u5206\u5272\u6210\u7368\u7acb\u7684\u8655\u7406\u8def\u5f91\uff0c\u5206\u5225\u7528\u65bc\u591a\u6a21\u614b\u7406\u89e3\u548c\u751f\u6210\u4efb\u52d9\u3002\u9019\u7a2e\u8a2d\u8a08\u6709\u6548\u89e3\u6c7a\u4e86\u50b3\u7d71\u591a\u6a21\u614b\u6a21\u578b\u4e2d\u8996\u89ba\u7de8\u78bc\u5668\u5728\u7406\u89e3\u548c\u751f\u6210\u4efb\u52d9\u4e2d\u7684\u529f\u80fd\u885d\u7a81\u554f\u984c\uff0c\u63d0\u9ad8\u4e86\u6a21\u578b\u7684\u9748\u6d3b\u6027\u548c\u4efb\u52d9\u9069\u61c9\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Unified_Transformer_architecture\"><\/span>\u7d71\u4e00\u8b8a\u58d3\u5668\u67b6\u69cb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5118\u7ba1\u8996\u89ba\u7de8\u78bc\u8def\u5f91\u89e3\u8026\uff0cJanus Pro \u4ecd\u7136\u4f7f\u7528\u55ae\u4e00\u7684 Transformer \u67b6\u69cb\u4f86\u8655\u7406\u591a\u6a21\u614b\u4efb\u52d9\u3002\u9019\u7a2e\u7d71\u4e00\u7684\u67b6\u69cb\u7c21\u5316\u4e86\u6a21\u578b\u8a2d\u8a08\uff0c\u540c\u6642\u6539\u5584\u4e86\u6a21\u578b\u7684\u53ef\u64f4\u5145\u6027\u4ee5\u53ca\u6a21\u578b\u8de8\u4efb\u52d9\u5408\u4f5c\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Optimized_training_strategy\"><\/span>\u6700\u4f73\u5316\u8a13\u7df4\u7b56\u7565<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro \u5c0d\u8a13\u7df4\u7b56\u7565\u9032\u884c\u4e86\u591a\u9805\u512a\u5316\uff0c\u5305\u62ec<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5ef6\u9577 ImageNet \u8cc7\u6599\u96c6\u7684\u8a13\u7df4\u6642\u9593\uff0c\u4ee5\u63d0\u5347\u6a21\u578b\u7684\u5f71\u50cf\u7406\u89e3\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u5c08\u6ce8\u65bc\u8a13\u7df4\u6587\u5b57\u5230\u5f71\u50cf\u7684\u8cc7\u6599\uff0c\u512a\u5316\u6a21\u578b\u7684\u7522\u751f\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u8abf\u6574\u8a13\u7df4\u8cc7\u6599\u7684\u6bd4\u4f8b\u53ef\u78ba\u4fdd\u6a21\u578b\u5728\u591a\u6a21\u614b\u4efb\u52d9\u4e2d\u7684\u8868\u73fe\u66f4\u7a69\u5b9a\u3001\u66f4\u6709\u6548\u7387\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Expanded_training_data\"><\/span>\u64f4\u5145\u8a13\u7df4\u8cc7\u6599<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro \u4f7f\u7528\u5927\u898f\u6a21\u548c\u591a\u6a23\u5316\u7684\u8a13\u7df4\u8cc7\u6599\uff0c\u5305\u62ec\u591a\u6a21\u614b\u7406\u89e3\u8cc7\u6599\u548c\u8996\u89ba\u751f\u6210\u8cc7\u6599\u3002\u9019\u4e9b\u8cc7\u6599\u7684\u64f4\u5145\u4e0d\u50c5\u63d0\u9ad8\u4e86\u6a21\u578b\u7684\u7406\u89e3\u80fd\u529b\uff0c\u4e5f\u589e\u5f37\u4e86\u6a21\u578b\u7684\u751f\u6210\u54c1\u8cea\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Innovative_visual_encoder\"><\/span>\u5275\u65b0\u7684\u8996\u89ba\u7de8\u78bc\u5668<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5c0d\u65bc\u591a\u6a21\u614b\u7406\u89e3\u4efb\u52d9\uff0cJanus Pro \u4f7f\u7528 SigLIP-L \u4f5c\u70ba\u8996\u89ba\u7de8\u78bc\u5668\uff0c\u652f\u63f4\u9ad8\u9054 384\u00d7384 \u89e3\u6790\u5ea6\u7684\u5f71\u50cf\u8f38\u5165\u3002\u9019\u7a2e\u9ad8\u89e3\u6790\u5ea6\u652f\u63f4\u53ef\u8b93\u6a21\u578b\u6355\u6349\u66f4\u591a\u7684\u5f71\u50cf\u7d30\u7bc0\uff0c\u5f9e\u800c\u63d0\u9ad8\u8996\u89ba\u7406\u89e3\u7684\u7cbe\u78ba\u5ea6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"High-performance_generative_module\"><\/span>\u9ad8\u6548\u80fd\u751f\u6210\u6a21\u7d44<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5c0d\u65bc\u5f71\u50cf\u7522\u751f\u7684\u4efb\u52d9\uff0cJanus Pro \u4f7f\u7528 LlamaGen Tokenizer \u4ee5 16 \u7684\u4e0b\u53d6\u6a23\u7387\u4f86\u7522\u751f\u66f4\u591a\u7d30\u7bc0\u7684\u5f71\u50cf\u3002\u9019\u6a23\u7684\u8a2d\u8a08\u8b93\u7522\u751f\u7684\u5f71\u50cf\u66f4\u771f\u5be6\u7d30\u7dfb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Infrastructure_innovations\"><\/span>\u57fa\u790e\u8a2d\u65bd\u5275\u65b0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro \u5efa\u7acb\u5728 DeepSeek-LLM-1.5b \u548c DeepSeek-LLM-7b \u6a21\u578b\u4e4b\u4e0a\uff0c\u9019\u5169\u500b\u6a21\u578b\u63d0\u4f9b\u4e86\u5f37\u5927\u7684\u591a\u6a21\u614b\u8655\u7406\u80fd\u529b\uff0c\u4f7f\u5176\u5728\u591a\u6a21\u614b\u7406\u89e3\u548c\u751f\u6210\u4efb\u52d9\u65b9\u9762\u8868\u73fe\u5353\u8d8a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Multi-modal_understanding_and_generation_capabilities\"><\/span>\u591a\u6a21\u5f0f\u7406\u89e3\u548c\u751f\u6210\u80fd\u529b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Janus Pro \u4e0d\u50c5\u80fd\u5920\u8655\u7406\u591a\u6a21\u614b\u7406\u89e3\u4efb\u52d9\uff08\u5982\u8996\u89ba\u554f\u984c\u56de\u7b54\u548c\u5716\u50cf\u6a19\u984c\uff09\uff0c\u9084\u80fd\u6839\u64da\u6587\u5b57\u63cf\u8ff0\u751f\u6210\u9ad8\u54c1\u8cea\u7684\u5716\u50cf\u3002\u9019\u7a2e\u80fd\u529b\u4f7f\u5176\u5728\u591a\u6a21\u614b\u60c5\u5883\u4e2d\u8868\u73fe\u51fa\u8272\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"976\" height=\"845\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-5.png\" alt=\"\" class=\"wp-image-703\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-5.png 976w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-5-300x260.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-5-768x665.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/01\/image-5-14x12.png 14w\" sizes=\"auto, (max-width: 976px) 100vw, 976px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Janus_Pro_DeepSeek_performance\"><\/span>Janus Pro DeepSeek \u6027\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>DeepSeek \u7684 Janus-Pro \u6a21\u578b\u5728\u591a\u6a21\u614b\u7406\u89e3\u548c\u751f\u6210\u4efb\u52d9\u65b9\u9762\u8868\u73fe\u512a\u7570\u3002\u4ee5\u4e0b\u662f\u5c0d\u5176\u6548\u80fd\u7684\u8a73\u7d30\u5206\u6790\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Multimodal_understanding_performance\"><\/span>\u591a\u6a21\u5f0f\u7406\u89e3\u6027\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- MMBench \u57fa\u6e96\uff1aJanus-Pro-7B \u5728\u591a\u6a21\u614b\u7406\u89e3\u7684 MMBench \u57fa\u6e96\u4e2d\u53d6\u5f97 79.2 \u5206\uff0c\u8d85\u8d8a\u73fe\u6709\u6700\u5148\u9032\u7684\u7d71\u4e00\u591a\u6a21\u614b\u6a21\u578b\uff0c\u5305\u62ec Janus (69.4)\u3001TokenFlow (68.9) \u548c MetaMorph (75.2)\u3002<\/p>\n\n\n\n<p>- \u8996\u89ba\u554f\u984c\u56de\u7b54\uff1aJanus-Pro \u7684\u8996\u89ba\u554f\u984c\u56de\u7b54\u6e96\u78ba\u5ea6\u8d85\u8d8a GPT-4V\uff0c\u53ef\u6e96\u78ba\u8fa8\u8b58\u5f71\u50cf\u4e2d\u7684\u7d30\u7bc0\uff0c\u4e26\u56de\u7b54\u76f8\u95dc\u554f\u984c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Text-to-image_command_tracking\"><\/span>\u6587\u5b57\u8f49\u5f71\u50cf\u6307\u4ee4\u8ffd\u8e64<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- GenEval \u57fa\u6e96\u6e2c\u8a66\uff1aJanus-Pro-7B \u5728 GenEval \u6e2c\u8a66\u4e2d\u7684\u6574\u9ad4\u7cbe\u78ba\u5ea6\u9054\u5230 80%\uff0c\u5927\u5e45\u8d85\u8d8a\u5176\u4ed6\u6a21\u578b\uff0c\u4f8b\u5982 DALL-E 3 (67%) \u548c Stable Diffusion 3 Medium (74%)\u3002<\/p>\n\n\n\n<p>\u8907\u96dc\u6307\u4ee4\u7406\u89e3\uff1a\u5728 DPG-Bench \u6e2c\u8a66\u4e2d\uff0cJanus-Pro-7B \u7372\u5f97 84.19 \u5206\u7684\u512a\u7570\u6210\u7e3e\uff0c\u80fd\u5920\u6e96\u78ba\u7522\u751f\u8907\u96dc\u7684\u5834\u666f\uff0c\u4f8b\u5982\u300c\u4e00\u5ea7\u96ea\u5c71\uff0c\u5c71\u9802\u6709\u4e00\u85cd\u8272\u6e56\u6cca\u300d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Text-to-image_generation_performance\"><\/span>\u6587\u5b57\u5230\u5f71\u50cf\u7684\u751f\u6210\u6548\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- \u5f71\u50cf\u54c1\u8cea\u8207\u7a69\u5b9a\u6027\uff1a\u5118\u7ba1\u8f38\u51fa\u89e3\u6790\u5ea6\u53ea\u6709 384\u00d7384\uff0cJanus-Pro-7B \u6240\u7522\u751f\u7684\u5f71\u50cf\u4ecd\u8868\u73fe\u51fa\u9ad8\u5ea6\u7684\u771f\u5be6\u611f\u548c\u8c50\u5bcc\u7684\u7d30\u7bc0\uff0c\u5c24\u5176\u662f\u5728\u8655\u7406\u5bcc\u6709\u60f3\u50cf\u529b\u548c\u5275\u610f\u7684\u5834\u666f\u6642\u3002\u5b83\u80fd\u6e96\u78ba\u7406\u89e3\u63d0\u793a\u5b57\u8a5e\u4e2d\u7684\u8a9e\u7fa9\u8cc7\u8a0a\uff0c\u4e26\u7522\u751f\u908f\u8f2f\u5408\u7406\u3001\u9023\u8cab\u7684\u5f71\u50cf\u3002<\/p>\n\n\n\n<p>- \u751f\u6210\u901f\u5ea6\uff1aJanus-Pro \u652f\u63f4\u5728\u55ae\u5361\u4e0a\u751f\u6210 4K \u5f71\u50cf\uff0c\u6bd4 Stable Diffusion 3 \u5feb 2 \u500d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Model_architecture_and_training\"><\/span>\u6a21\u578b\u67b6\u69cb\u8207\u8a13\u7df4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>- \u8996\u89ba\u7de8\u78bc\u7684\u89e3\u8026\uff1aJanus-Pro \u4f7f\u7528\u7368\u7acb\u7684\u7de8\u78bc\u65b9\u6cd5\u5c07\u539f\u59cb\u8f38\u5165\u8f49\u63db\u70ba\u7279\u5fb5\uff0c\u518d\u7531\u7d71\u4e00\u7684\u81ea\u56de\u6b78\u8b8a\u5f62\u5668\u8655\u7406\uff0c\u4ee5\u9054\u5230\u591a\u6a21\u614b\u7406\u89e3\u8207\u7522\u751f\u4efb\u52d9\u4e2d\u7684\u8996\u89ba\u7de8\u78bc\u89e3\u8026\u3002<\/p>\n\n\n\n<p>- \u8a13\u7df4\u8cc7\u6599\uff1aJanus-Pro \u5728\u8a13\u7df4\u4e2d\u52a0\u5165\u4e86 7,200 \u842c\u5f35\u9ad8\u54c1\u8cea\u7684\u5408\u6210\u5f71\u50cf\uff0c\u4ee5\u78ba\u4fdd\u771f\u5be6\u8207\u5408\u6210\u8cc7\u6599\u7684\u6bd4\u4f8b\u70ba 1:1\u3002\u5b83\u9084\u589e\u52a0\u4e86\u7d04 9000 \u842c\u500b\u591a\u6a21\u614b\u7406\u89e3\u8a13\u7df4\u8cc7\u6599\u6a23\u672c\uff0c\u986f\u8457\u63d0\u9ad8\u4e86\u6a21\u578b\u6027\u80fd\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Scalability_and_deployment\"><\/span>\u64f4\u5145\u6027\u8207\u90e8\u7f72<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6a21\u578b\u5927\u5c0f\uff1aJanus-Pro \u7cfb\u5217\u63d0\u4f9b 1B \u548c 7B \u53c3\u6578\u5927\u5c0f\u7684\u6a5f\u578b\uff0c\u517c\u9867\u6548\u80fd\u8207\u904b\u7b97\u6210\u672c\uff0c\u9069\u5408\u66f4\u591a\u7684\u4f7f\u7528\u6848\u4f8b\u3002<\/p>\n\n\n\n<p>\u6700\u5c0f\u5316\u90e8\u7f72\uff1aJanus-Pro \u4ee5 MIT \u6388\u6b0a\u91cb\u51fa\uff0c\u652f\u63f4\u5546\u696d\u4f7f\u7528\uff0c\u4e26\u63d0\u4f9b\u5169\u500b\u7248\u672c\uff1a1.5B (\u9700\u8981 16GB VRAM) \u548c 7B (\u9700\u8981 24GB VRAM)\uff0c\u53ef\u5728\u6a19\u6e96 GPU \u4e0a\u57f7\u884c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Practical_application_scenarios_of_Janus_Pro_DeepSeek\"><\/span>Janus Pro DeepSeek \u7684\u5be6\u969b\u61c9\u7528\u5834\u666f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>AI \u591a\u6a21\u614b\u6a21\u578b\uff0c\u5c24\u5176\u662f\u6587\u5b57\u8f49\u5f71\u50cf\u6a21\u578b\uff0c\u5728\u5546\u696d\u9818\u57df\u6709\u5f88\u5927\u7684\u767c\u5c55\u6f5b\u529b\u3002\u7d93\u904e\u9577\u6642\u9593\u7684\u767c\u5c55\uff0c\u4eba\u5de5\u667a\u80fd\u6587\u5b57\u8f49\u5f71\u50cf\u6a21\u578b\u5df2\u7d93\u53d6\u5f97\u4e86\u9577\u8db3\u7684\u9032\u6b65<\/p>\n\n\n\n<p>\u5728\u6700\u5e38\u898b\u7684\u5ee3\u544a\u6216\u6d77\u5831\u8a2d\u8a08\u60c5\u5883\u4e2d\uff0c\u8a2d\u8a08\u5e2b\u6216\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528 Janus pro \u8f38\u5165\u6587\u5b57\u8aaa\u660e\uff0c\u5feb\u901f\u7522\u751f\u9ad8\u54c1\u8cea\u7684\u6d77\u5831\u3002\u901a\u904e\u6d77\u5831\u539f\u578b\u7684\u4e0d\u65b7\u8fed\u4ee3\uff0c\u4ed6\u5011\u53ef\u4ee5\u7bc0\u7701\u8a2d\u8a08\u6642\u9593\uff0c\u63d0\u9ad8\u5275\u4f5c\u6548\u7387\u3002\u9019\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u8a2d\u8a08\u5e2b\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u8b93\u4ed6\u5011\u53ef\u4ee5\u628a\u6642\u9593\u82b1\u5728\u66f4\u6709\u610f\u7fa9\u7684\u4e8b\u60c5\u4e0a<\/p>\n\n\n\n<p>\u9664\u4e86\u50b3\u7d71\u7684\u6d77\u5831\u8a2d\u8a08\u6216\u5ee3\u544a\u8a2d\u8a08\u5916\uff0c\u5728\u7576\u4e0b\u6bd4\u8f03\u6d41\u884c\u7684\u904a\u6232\u8a2d\u7f6e\u4e2d\uff0cai\u5927\u6a21\u578b\u4e5f\u53ef\u4ee5\u5e6b\u52a9\u8a2d\u8a08\u5e2b\u5be6\u6642\u751f\u6210\u904a\u6232\u5834\u666f\u3001\u89d2\u8272\u548c\u9053\u5177\uff0c\u5728\u964d\u4f4e\u958b\u767c\u6210\u672c\u548c\u96e3\u5ea6\u7684\u540c\u6642\uff0c\u63d0\u5347\u904a\u6232\u7684\u8996\u89ba\u6548\u679c\u3002\u6211\u5011\u76f8\u4fe1\uff0cai \u5927\u6a21\u578b\u53ef\u4ee5\u7e7c\u7e8c\u767c\u6398\u5275\u4f5c\u8005\u7684\u6f5b\u529b\u548c\u60f3\u50cf\u529b\uff0c\u5be6\u73fe\u66f4\u591a\u6709\u8da3\u7684\u7522\u54c1<\/p>\n\n\n\n<p>\u9664\u4e86\u8a2d\u8a08\u9818\u57df\u4e4b\u5916\uff0c\u5728\u5176\u4ed6\u5b78\u7fd2\u3001\u6559\u80b2\u9818\u57df\uff0c\u4ee5\u53ca\u91ab\u5b78\u7684\u5c08\u696d\u5782\u76f4\u9818\u57df\uff0c\u591a\u6a21\u614b\u6a21\u5f0f\u4e5f\u6703\u6709\u5f88\u5927\u7684\u767c\u5c55\u3002<\/p>\n\n\n\n<p>\u672a\u4f86\uff0c\u6211\u5011\u53ef\u80fd\u6703\u770b\u5230\u66f4\u591a\u975e\u5e38\u6709\u8da3\u7684\u61c9\u7528\u7a0b\u5f0f\u51fa\u73fe\uff0c\u9019\u4e9b\u61c9\u7528\u7a0b\u5f0f\u53ef\u4ee5\u5927\u5927\u6539\u5584\u6211\u5011\u7684\u751f\u6d3b\u6548\u7387\u548c\u54c1\u8cea\u3002<\/p>\n\n\n\n<p>\u540c\u6642\uff0cJanus-Pro \u7684\u958b\u653e\u539f\u59cb\u78bc\u7279\u6027 (MIT \u6388\u6b0a) \u548c\u6700\u5c0f\u5316\u90e8\u7f72\u65b9\u5f0f (\u652f\u63f4\u5728\u6a19\u6e96 GPU \u4e0a\u57f7\u884c) \u9032\u4e00\u6b65\u964d\u4f4e\u4e86\u5165\u9580\u9580\u6abb\uff0c\u4f7f\u5176\u5ee3\u6cdb\u9069\u7528\u65bc\u4e0a\u8ff0\u9818\u57df\u3002<\/p>\n\n\n\n<p>\u9019\u6a23\u53ef\u4ee5\u8b93\u66f4\u591a\u4f7f\u7528\u8005\u53c3\u8207\u958b\u767c\uff0c\u8b93\u66f4\u591a\u4eba\u53ef\u4ee5\u6539\u5584\u9019\u4e9b\u529f\u80fd\uff0c\u63d0\u5347\u6574\u500b\u793e\u7fa4\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_do_I_choose_the_right_version_of_Janus_Pro_DeepSeek_for_me\"><\/span>\u5982\u4f55\u9078\u64c7\u9069\u5408\u6211\u7684 Janus Pro DeepSeek \u7248\u672c\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Janus-Pro \u6709\u5169\u500b\u958b\u653e\u539f\u59cb\u78bc\u7248\u672c\uff1aJanus-Pro-1B \u548c Janus-Pro-7B\u3002\u9078\u64c7\u54ea\u500b\u7248\u672c\u53d6\u6c7a\u65bc\u60a8\u7684\u7279\u5b9a\u9700\u6c42\u3001\u904b\u7b97\u8cc7\u6e90\u548c\u61c9\u7528\u5834\u666f\u3002\u4ee5\u4e0b\u662f\u8a73\u7d30\u7684\u6bd4\u8f03\u8207\u5efa\u8b70\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Applicable_scenarios\"><\/span>\u9069\u7528\u65b9\u6848<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>Janus-Pro-1B\uff1a<\/strong><\/p>\n\n\n\n<p>- \u8f15\u91cf\u7d1a\u61c9\u7528\u7a0b\u5f0f\uff1a\u9069\u5408\u5728\u884c\u52d5\u88dd\u7f6e\u3001\u700f\u89bd\u5668\u6216\u8cc7\u6e90\u6709\u9650\u7684\u74b0\u5883\u4e2d\u4f7f\u7528\u3002\u9019\u53ef\u8b93\u66f4\u591a\u4f7f\u7528\u8005\u9ad4\u9a57\u6700\u65b0\u7684 Janus pro\u3002<\/p>\n\n\n\n<p>- \u5feb\u901f\u539f\u578b\uff1a\u9069\u5408\u5728\u4e0d\u9700\u8981\u5927\u91cf\u904b\u7b97\u8cc7\u6e90\u7684\u60c5\u6cc1\u4e0b\uff0c\u5feb\u901f\u958b\u767c\u8207\u6e2c\u8a66\u591a\u6a21\u614b\u529f\u80fd\u3002\u9019\u5c0d\u65bc\u4eba\u5de5\u667a\u6167\u611b\u597d\u8005\u4f86\u8aaa\u975e\u5e38\u91cd\u8981\uff0c\u4ed6\u5011\u53ef\u4ee5\u5feb\u901f\u8fed\u4ee3\u4e26\u767c\u73fe\u7814\u7a76\u4e2d\u9047\u5230\u7684\u554f\u984c\uff0c\u800c\u4e0d\u9700\u8981\u5927\u91cf\u7684\u904b\u7b97\u8cc7\u6e90\u3002<\/p>\n\n\n\n<p><strong>Janus-Pro-7B\uff1a<\/strong><\/p>\n\n\n\n<p>- \u9ad8\u54c1\u8cea\u5f71\u50cf\u7522\u751f\uff1a\u9069\u5408\u9700\u8981\u7522\u751f\u8907\u96dc\u5834\u666f\u7684\u9ad8\u54c1\u8cea\u5f71\u50cf\u7684\u61c9\u7528\uff0c\u4f8b\u5982\u5ee3\u544a\u8a2d\u8a08\u3001\u904a\u6232\u958b\u767c\u548c\u85dd\u8853\u5275\u4f5c\u3002\u6b64\u6a5f\u578b\u66f4\u9069\u5408\u66f4\u5c08\u696d\u7684\u8a2d\u8a08\u60c5\u5883\uff0c\u9700\u8981\u66f4\u5f37\u5927\u7684\u786c\u9ad4\u80fd\u529b\u548c\u66f4\u5f37\u5927\u7684\u904b\u7b97\u80fd\u529b<\/p>\n\n\n\n<p>- \u8907\u96dc\u6307\u4ee4\u7406\u89e3\uff1a\u9069\u5408\u9700\u8981\u8655\u7406\u8907\u96dc\u6587\u5b57\u6307\u4ee4\u4e26\u7522\u751f\u7cbe\u78ba\u5f71\u50cf\u7684\u60c5\u5883\uff0c\u4f8b\u5982\u865b\u64ec\u5be6\u5883 (VR) \u548c\u64f4\u589e\u5be6\u5883 (AR)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deployment_requirements\"><\/span>\u90e8\u7f72\u9700\u6c42<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>Janus-Pro-1B\uff1a<\/strong><\/p>\n\n\n\n<p>- \u786c\u9ad4\u9700\u6c42\uff1a\u9069\u5408\u5728\u8cc7\u6e90\u6709\u9650\u7684\u88dd\u7f6e\u4e0a\u57f7\u884c\uff0c\u4f8b\u5982\u9700\u8981 16GB VRAM \u7684 GPU\u3002\u5982\u679c\u60a8\u53ea\u6709\u8f03\u65e9\u671f\u7684\u986f\u793a\u5361\uff0c\u90a3\u9ebc\u53ef\u80fd\u66f4\u9069\u5408\u60a8<\/p>\n\n\n\n<p>- \u61c9\u7528\u5834\u666f\uff1a\u9069\u5408\u5728\u700f\u89bd\u5668\u4e2d\u57f7\u884c\u6216\u90e8\u7f72\u5728\u8f15\u91cf\u7d1a\u88dd\u7f6e\u4e0a\u3002<\/p>\n\n\n\n<p><strong>Janus-Pro-7B\uff1a<\/strong><\/p>\n\n\n\n<p>- \u786c\u9ad4\u9700\u6c42\uff1a\u9700\u8981\u8f03\u9ad8\u7684\u904b\u7b97\u8cc7\u6e90\uff0c\u4f8b\u5982\u5177\u5099 24GB VRAM \u7684 GPU\u3002\u9019\u5c07\u66f4\u9069\u5408\u4f7f\u7528\u8f03\u65b0\u986f\u793a\u5361\u7684\u4f7f\u7528\u8005<\/p>\n\n\n\n<p>- \u61c9\u7528\u5834\u666f\uff1a\u9069\u5408\u5728\u6a19\u6e96 GPU \u4e0a\u57f7\u884c\uff0c\u4ee5\u53ca\u9700\u8981\u9ad8\u6548\u80fd\u7684\u5834\u666f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Summary\"><\/span>\u6458\u8981<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5982\u679c\u60a8\u7684\u61c9\u7528\u5834\u666f\u9700\u8981\u9ad8\u5f71\u50cf\u54c1\u8cea\u548c\u8907\u96dc\u7684\u6307\u4ee4\u7406\u89e3\uff0c\u800c\u4e14\u60a8\u6709\u8db3\u5920\u7684\u904b\u7b97\u8cc7\u6e90\uff0c\u6211\u5011\u5efa\u8b70\u60a8\u4f7f\u7528 Janus-Pro-7B\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u9700\u8981\u8f15\u91cf\u7d1a\u90e8\u7f72\u6216\u904b\u7b97\u8cc7\u6e90\u6709\u9650\uff0c\u6211\u5011\u5efa\u8b70\u60a8\u4f7f\u7528 Janus-Pro-1B\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Community_support_and_resources\"><\/span>\u793e\u5340\u652f\u63f4\u8207\u8cc7\u6e90<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>DeepSeek \u70ba\u958b\u767c\u4eba\u54e1\u63d0\u4f9b\u8c50\u5bcc\u7684\u8cc7\u6e90\u548c\u652f\u63f4\uff1a<\/p>\n\n\n\n<ol start=\"1\" 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