{"id":39367,"date":"2025-03-12T22:02:25","date_gmt":"2025-03-12T14:02:25","guid":{"rendered":"https:\/\/17aitech.com\/?p=39367"},"modified":"2025-03-12T22:02:25","modified_gmt":"2025-03-12T14:02:25","slug":"%e5%ad%97%e8%8a%82%e9%a6%96%e6%ac%a1%e5%85%ac%e5%bc%80%e5%9b%be%e5%83%8f%e7%94%9f%e6%88%90%e5%9f%ba%e6%a8%a1%e6%8a%80%e6%9c%af%e7%bb%86%e8%8a%82%ef%bc%81%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%e5%88%b0rl","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39367","title":{"rendered":"\u5b57\u8282\u9996\u6b21\u516c\u5f00\u56fe\u50cf\u751f\u6210\u57fa\u6a21\u6280\u672f\u7ec6\u8282\uff01\u6570\u636e\u5904\u7406\u5230RLHF\u5168\u6d41\u7a0b\u62ab\u9732"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-12-11\" target=\"_blank\">\u5b57\u8282\u9996\u6b21\u516c\u5f00\u56fe\u50cf\u751f\u6210\u57fa\u6a21\u6280\u672f\u7ec6\u8282\uff01\u6570\u636e\u5904\u7406\u5230RLHF\u5168\u6d41\u7a0b\u62ab\u9732<\/a><\/p>\n<section>\u5c31\u5728\u4eca\u5929\uff0c\u5b57\u8282\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u5728 arxiv \u4e0a\u53d1\u5e03\u4e86\u4e00\u7bc7\u6280\u672f\u62a5\u544a\uff0c\u5b8c\u6574\u516c\u5f00\u4e86\u6587\u751f\u56fe\u6a21\u578b\u6280\u672f\u7ec6\u8282\uff0c\u6db5\u76d6\u6570\u636e\u5904\u7406\u3001\u9884\u8bad\u7ec3\u3001RLHF \u5728\u5185\u7684\u540e\u8bad\u7ec3\u7b49\u5168\u6d41\u7a0b\u6a21\u578b\u6784\u5efa\u65b9\u6cd5\uff0c\u4e5f\u8be6\u7ec6\u62ab\u9732\u4e86\u6b64\u524d\u5927\u706b\u7684\u6587\u5b57\u7cbe\u51c6\u6e32\u67d3\u80fd\u529b\u5982\u4f55\u70bc\u6210\u3002<\/section>\n<section><\/section>\n<section>\u62a5\u544a\u5c06\u8c46\u5305\u6587\u751f\u56fe\u6a21\u578b\u79f0\u4e3a\u00a0<strong>Seedream 2.0<\/strong>\uff0c\u5e76\u660e\u786e\u63d0\u5230\uff0c\u8be5\u6a21\u578b\u4e8e\u53bb\u5e74 12 \u6708\u521d\u4e0a\u7ebf\u5230\u8c46\u5305 APP \u548c\u5373\u68a6\u5e73\u53f0\u3002\u4ece\u6a21\u578b\u80fd\u529b\u770b\uff0cSeedream 2.0 \u662f\u539f\u751f\u7684\u4e2d\u82f1\u53cc\u8bed\u56fe\u50cf\u751f\u6210\u57fa\u7840\u6a21\u578b\uff0c\u62e5\u6709\u5f88\u5f3a\u7684\u7f8e\u611f\u548c\u6587\u672c\u6e32\u67d3\u6548\u679c\uff0c\u4e0e\u76ee\u524d\u5373\u68a6\u4e0a\u7684\u6587\u751f\u56fe\u4e3b\u529b\u6a21\u578b\u7279\u6027\u5339\u914d\u3002<\/section>\n<section><\/section>\n<section><strong>\u6362\u800c\u8a00\u4e4b\uff0c\u5b57\u8282\u6b64\u6b21\u62ab\u9732\u7684\uff0c\u5c31\u662f\u7ebf\u4e0a\u76f4\u63a5\u670d\u52a1\u4e8e\u6570\u4ebf\u7528\u6237\u7684\u6838\u5fc3\u6a21\u578b\u3002<\/strong><\/section>\n<section><\/section>\n<section><strong>\u81f3\u4e8e\u6280\u672f\u62a5\u544a\u4e2d\u6709\u54ea\u4e9b\u4e3b\u8981\u770b\u70b9\uff0c\u672c\u6587\u8fdb\u884c\u4e86\u603b\u7ed3\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-909efc3e9bf8e3287ce07f17ba71d359.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-909efc3e9bf8e3287ce07f17ba71d359.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aSeedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2503.07703<\/p>\n<\/li>\n<li>\n<p>\u6280\u672f\u5c55\u793a\u9875\uff1ahttps:\/\/team.doubao.com\/tech\/seedream<\/p>\n<\/li>\n<\/ul>\n<section><strong>\u9762\u5411\u6587\u751f\u56fe\u8001\u5927\u96be\u95ee\u9898<br \/>\u6784\u5efa\u7efc\u5408\u5b9e\u529b\u66f4\u5f3a\u7684\u6a21\u578b<\/strong><\/section>\n<section><\/section>\n<section>\u4f17\u6240\u5468\u77e5\uff0c\u57fa\u4e8e DiT \u67b6\u6784\u4e0b\u56fe\u50cf\u751f\u6210\u7684\u8d28\u91cf\u3001\u7ec6\u8282\u4e30\u5bcc\u5ea6\u3001\u7f8e\u611f\u3001\u7ed3\u6784\u6027\u7b49\u95ee\u9898\u4ecd\u662f\u6280\u672f\u4ece\u4e1a\u8005\u9762\u4e34\u7684\u8001\u5927\u96be\u95ee\u9898\uff0c\u963b\u788d\u6280\u672f\u66f4\u5927\u89c4\u6a21\u843d\u5730\uff0c\u670d\u52a1\u5927\u4f17\u3002<\/section>\n<section><\/section>\n<section>\u5404\u5bb6\u5382\u5546\u4e5f\u7eb7\u7eb7\u5728\u4ece\u7ec6\u8282\u5904\u5165\u624b\uff0c\u4f18\u5316\u6587\u751f\u56fe\u6548\u679c\u3002\u5b57\u8282\u8d70\u5728\u56fd\u5185\u5927\u5382\u524d\u5217\uff0c\u65d7\u4e0b\u5373\u68a6\u5e73\u53f0\u9887\u53d7 AIGC \u7231\u597d\u8005\u6b22\u8fce\uff0c\u4e3b\u8981\u56e0\u5176 AI \u751f\u56fe\u517c\u987e\u771f\u5b9e\u5ea6\u4e0e\u7f8e\u611f\uff0c\u5c24\u5176\u5728\u56fd\u98ce\u5185\u5bb9\u751f\u6210\u4e0a\u72ec\u5177\u7279\u8272\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3113f6b0d4dc65fa15206a902b292a82.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3113f6b0d4dc65fa15206a902b292a82.gif\"><\/a><\/section>\n<section>\u6d77\u8f9b\u3001\u5f52\u85cf\u3001AJ \u7b49 AIGC \u9886\u57df KOL \u4e5f\u5bf9\u5373\u68a6\u4e0a\u6a21\u578b\u6587\u5b57\u751f\u6210\u4e0e\u6e32\u67d3\u3001\u6307\u4ee4\u9075\u5faa\u3001\u98ce\u683c\u628a\u63a7\u7b49\u65b9\u9762\u8868\u8fbe\u8fc7\u8ba4\u53ef\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-6053c68c53255e603b5ad2aff78ae21a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-6053c68c53255e603b5ad2aff78ae21a.png\"><\/a><\/section>\n<section>\u8fd1\u671f\uff0c\u5373\u68a6\u4e0a\u8fd8\u6709\u4e0d\u5c11\u300c\u54ea\u5412 2\u300d\u4e3b\u9898\u7684\u76f8\u5173\u5185\u5bb9\uff0c\u6240\u751f\u6210\u7684\u56fe\u7247\u65e2\u8d34\u5408\u4eba\u7269\u7279\u5f81\uff0c\u53c8\u6709\u521b\u610f\u53d1\u6325\u4e4b\u5904\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-494b342a008e672f833e835248f06023.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-494b342a008e672f833e835248f06023.png\"><\/a><\/section>\n<section>\u6839\u636e\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u63d0\u4f9b\u7684\u8bc4\u6d4b\u7ed3\u679c\u53ef\u4ee5\u770b\u5230\uff0c\u670d\u52a1\u5373\u68a6\u7684 Seedream2.0 \u6a21\u578b\uff0c\u5728\u9762\u5411\u82f1\u6587\u63d0\u793a\u8bcd\u4e0a\uff0c\u751f\u6210\u5185\u5bb9\u7684\u7ed3\u6784\u5408\u7406\u6027\u3001\u6587\u672c\u7406\u89e3\u51c6\u786e\u6027\u5bf9\u6bd4 Ideogram 2.0 \u3001Midjourney V6.1 \u3001Flux 1.1 Pro \u7b49\u6a21\u578b\u5c55\u73b0\u51fa\u4f18\u52bf\uff0c\u4e14\u5404\u7c7b\u5173\u952e\u7ef4\u5ea6\u65e0\u660e\u663e\u77ed\u677f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7a3fa645184005cc4e9eef9fc68af6b2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7a3fa645184005cc4e9eef9fc68af6b2.png\"><\/a><\/section>\n<section>\u6ce8\uff1a\u9762\u5411\u82f1\u6587\u63d0\u793a\u8bcd\uff0cSeedream 2.0 \u5728\u4e0d\u540c\u7ef4\u5ea6\u4e0a\u7684\u8868\u73b0\u3002\u672c\u56fe\u5404\u7ef4\u5ea6\u6570\u636e\u4ee5\u6700\u4f73\u6307\u6807\u4e3a\u53c2\u7167\u7cfb\uff0c\u5df2\u8fdb\u884c\u5f52\u4e00\u5316\u8c03\u6574\u3002<\/section>\n<section><\/section>\n<section>Seedream 2.0 \u4e2d\u6587\u7efc\u5408\u80fd\u529b\u540c\u6837\u7a81\u51fa\uff0c\u5c24\u5176\u5728\u4e2d\u6587\u6587\u5b57\u6e32\u67d3\u548c\u56fd\u98ce\u7f8e\u611f\u65b9\u9762\u3002\u9762\u5411\u4e2d\u6587\u63d0\u793a\u8bcd\uff0c\u5176 78% \u7684\u751f\u6210\u4e0e\u6e32\u67d3\u6587\u5b57\u53ef\u7528\u7387\u548c 63% \u7684\u63d0\u793a\u8bcd\u5b8c\u7f8e\u54cd\u5e94\u7387\uff0c\u9ad8\u4e8e\u4e1a\u754c\u76ee\u524d\u5176\u4ed6\u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section>\u9762\u5411\u4e2d\u6587\u63d0\u793a\u8bcd\uff0c\u5176\u751f\u6210\u4e0e\u6e32\u67d3\u6587\u5b57\u53ef\u7528\u7387\u8fbe 78% \uff0c\u5b8c\u7f8e\u54cd\u5e94\u7387\u4e3a 63% \uff0c\u9ad8\u4e8e\u4e1a\u754c\u76ee\u524d\u5176\u4ed6\u6a21\u578b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-df9bc21298d35815e99909b2fddfad29.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-df9bc21298d35815e99909b2fddfad29.png\"><\/a><\/section>\n<section>\u6ce8\uff1a\u9762\u5411\u4e2d\u6587\u63d0\u793a\u8bcd\uff0cSeedream 2.0 \u5728\u4e0d\u540c\u7ef4\u5ea6\u4e0a\u7684\u8868\u73b0\u3002\u672c\u56fe\u5404\u7ef4\u5ea6\u6570\u636e\u4ee5\u6700\u4f73\u6307\u6807\u4e3a\u53c2\u7167\u7cfb\uff0c\u5df2\u8fdb\u884c\u5f52\u4e00\u5316\u8c03\u6574\u3002<\/section>\n<section><\/section>\n<section>\u4e0a\u8ff0\u80fd\u529b\u5e76\u975e\u6765\u81ea\u4e8e\u5355\u70b9\u6280\u672f\u7a81\u7834\uff0c\u800c\u662f\u6e90\u81ea Seedream 2.0 \u56e2\u961f\u9488\u5bf9\u6570\u636e\u5904\u7406\u3001\u9884\u8bad\u7ec3\u3001\u540e\u8bad\u7ec3\u9636\u6bb5\u878d\u5165\u4e86\u4e00\u7cfb\u5217\u4f18\u5316\u65b9\u6cd5\u548c\u6280\u672f\u3002<\/section>\n<section><\/section>\n<section><strong>\u6570\u636e\u5904\u7406\uff1a\u6784\u5efa\u6df1\u5ea6\u878d\u5408\u77e5\u8bc6\u7684\u9884\u5904\u7406\u6846\u67b6<\/strong><\/section>\n<section><\/section>\n<section>\u9762\u5bf9\u767e\u4ebf\u91cf\u7ea7\u7684\u4e2d\u82f1\u591a\u6a21\u6001\u6570\u636e\uff0cSeedream 2.0 \u56e2\u961f\u6784\u5efa\u4e86\u4ee5 \u201c\u77e5\u8bc6\u878d\u5408\u201d \u4e3a\u6838\u5fc3\u7684\u9884\u5904\u7406\u6846\u67b6\uff0c\u4ece\u4ee5\u4e0b\u4e09\u4e2a\u65b9\u9762\u5b9e\u73b0\u6280\u672f\u7a81\u7834\u3002<\/section>\n<ul>\n<li>\n<p>\u56db\u7ef4\u6570\u636e\u67b6\u6784\uff0c\u5b9e\u73b0\u8d28\u91cf\u4e0e\u77e5\u8bc6\u7684\u52a8\u6001\u5e73\u8861<\/p>\n<\/li>\n<\/ul>\n<section>\u5927\u89c4\u6a21\u6570\u636e\u6784\u5efa\uff0c\u5f80\u5f80\u4f34\u968f\u8d28\u91cf\u4e0b\u6ed1\uff0c\u8fdb\u800c\u5f71\u54cd\u6a21\u578b\u8868\u73b0\u3002\u4e3a\u6b64\uff0c\u56e2\u961f\u521b\u65b0\u8bbe\u8ba1\u4e86\u56db\u7ef4\u62d3\u6251\u7f51\u7edc\uff0c\u7a81\u7834\u5355\u4e00\u6a21\u6001\u9650\u5236\u3002\u8be5\u67b6\u6784\u5305\u542b\u56db\u4e2a\u6570\u636e\u5c42\uff1a<\/section>\n<ol>\n<li>\n<p>\u4f18\u8d28\u6570\u636e\u5c42\uff1a\u7cbe\u9009\u9ad8\u5206\u8fa8\u7387\u3001\u77e5\u8bc6\u5bc6\u5ea6\u5f3a\u7684\u6570\u636e\uff08\u5982\u79d1\u5b66\u56fe\u89e3\u3001\u827a\u672f\u521b\u4f5c\uff09\uff0c\u5960\u5b9a\u8d28\u91cf\u57fa\u7840\uff1b<\/p>\n<\/li>\n<li>\n<p>\u5206\u5e03\u7ef4\u6301\u5c42\uff1a\u91c7\u7528\u53cc\u5c42\u7ea7\u964d\u91c7\u6837\u7b56\u7565\uff0c\u4ece\u6570\u636e\u6e90\u7ef4\u5ea6\u5bf9\u5934\u90e8\u5e73\u53f0\u7b49\u6bd4\u964d\u7ef4\uff0c\u4ece\u8bed\u4e49\u7ef4\u5ea6\u901a\u8fc7 10 \u4e07\u7ea7\u7ec6\u7c92\u5ea6\u805a\u7c7b\u7ef4\u6301\u591a\u6837\u6027\uff1b<\/p>\n<\/li>\n<li>\n<p>\u77e5\u8bc6\u6ce8\u5165\u5c42\uff1a\u6784\u5efa 3 \u4e07 + \u540d\u8bcd\u548c 2000 + \u52a8\u8bcd\u5206\u7c7b\u4f53\u7cfb\uff0c\u7ed3\u5408\u767e\u4ebf\u7ea7\u8de8\u6a21\u6001\u68c0\u7d22\uff0c\u4e3a\u6570\u636e\u6ce8\u5165\u6587\u5316\u7279\u5f81\uff1b<\/p>\n<\/li>\n<li>\n<p>\u5b9a\u5411\u589e\u5f3a\u5c42\uff1a\u5efa\u7acb \u201c\u7f3a\u9677\u53d1\u73b0 &#8211; \u6570\u636e\u8865\u5145 &#8211; \u6548\u679c\u9a8c\u8bc1\u201d \u95ed\u73af\uff0c\u4f18\u5316\u52a8\u4f5c\u5e8f\u5217\u3001\u53cd\u73b0\u5b9e\u751f\u6210\u7b49\u573a\u666f\u3002<\/p>\n<\/li>\n<\/ol>\n<section>\u8fd9\u4e00\u67b6\u6784\u6709\u6548\u5e73\u8861\u4e86\u6570\u636e\u8d28\u91cf\u4e0e\u77e5\u8bc6\u591a\u6837\u6027\uff0c\u4e3a\u6a21\u578b\u8bad\u7ec3\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u636e\u652f\u6491\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8512c84b72be859cf8a420fc3dd6a853.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8512c84b72be859cf8a420fc3dd6a853.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u667a\u80fd\u6807\u6ce8\u5f15\u64ce\uff1a\u4e09\u7ea7\u8ba4\u77e5\u8fdb\u5316<\/p>\n<\/li>\n<\/ul>\n<section>\u4f20\u7edf\u6807\u6ce8\u7684 Caption \u7cfb\u7edf\u53d7\u5355\u6a21\u6001\u7406\u89e3\u5c40\u9650\uff0c\u5bf9\u56fe\u50cf\u5185\u5bb9\u63cf\u8ff0\u4e0d\u591f\u5168\u9762\u7cbe\u51c6\u3002\u56e2\u961f\u5728\u5176\u57fa\u7840\u4e0a\uff0c\u5b9e\u73b0\u4e86\u667a\u80fd\u6807\u6ce8\u5f15\u64ce\u7684\u4e09\u7ea7\u8ba4\u77e5\u8fdb\u5316\u3002<\/section>\n<section><\/section>\n<section>\u9996\u5148\uff0c\u6784\u5efa\u5206\u5c42\u63cf\u8ff0\u4f53\u7cfb\uff0c\u901a\u8fc7\u77ed\u3001\u957f\u548c\u7279\u6b8a\u573a\u666f Caption \u7ed3\u5408\uff0c\u8ba9\u6a21\u578b\u65e2\u80fd\u6355\u6349\u56fe\u50cf\u6838\u5fc3\u5185\u5bb9\uff0c\u53c8\u80fd\u63d0\u4f9b\u4e30\u5bcc\u7ec6\u8282\u4e0e\u827a\u672f\u89e3\u91ca\u3002<\/section>\n<section><\/section>\n<section>\u5176\u6b21\uff0c\u5efa\u7acb\u6587\u5316\u4e13\u6709\u540d\u8bcd\u6620\u5c04\u5e93\uff0c\u5b9e\u73b0\u8de8\u8bed\u8a00\u5bf9\u9f50\uff0c\u5c06\u4e2d\u82f1\u6587\u751f\u6210\u8d28\u91cf\u5dee\u5f02\u538b\u7f29\u81f3 2% \u4ee5\u5185\uff0c\u63d0\u5347\u6a21\u578b\u5728\u591a\u8bed\u8a00\u73af\u5883\u4e0b\u8868\u73b0\u3002<\/section>\n<section><\/section>\n<section>\u6700\u540e\uff0c\u5f15\u5165\u52a8\u6001\u8d28\u68c0\u673a\u5236\uff0c\u5229\u7528 LLM \u9884\u7b5b\u9009\uff0c\u901a\u8fc7 Badcase \u9a71\u52a8 prompt \u6a21\u677f\u8fed\u4ee3\uff0c\u4f18\u5316\u63cf\u8ff0\u8d28\u91cf\u3002<\/section>\n<ul>\n<li>\n<p>\u5de5\u7a0b\u5316\u91cd\u6784\uff1a\u767e\u4ebf\u6570\u636e\u7684\u6d41\u6c34\u7ebf\u9769\u547d<\/p>\n<\/li>\n<\/ul>\n<section>\u5de5\u7a0b\u5316\u65b9\u9762\uff0c\u4f20\u7edf ETL \u6d41\u7a0b\u5b58\u5728\u7b97\u529b\u9519\u914d\u4e0e\u8fed\u4ee3\u8fdf\u6ede\u75db\u70b9\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e0d\u4ec5\u5bfc\u81f4\u975e\u6838\u5fc3\u4efb\u52a1\u5360\u7528\u5927\u91cf\u9ad8\u7b97\u529b\u8d44\u6e90\uff0c\u6324\u5360\u6838\u5fc3\u4efb\u52a1\u8d44\u6e90\uff0c\u4e5f\u9020\u6210\u6570\u636e\u5904\u7406\u6d41\u7a0b\u96be\u4ee5\u9002\u5e94\u4e1a\u52a1\u4e0e\u6570\u636e\u53d8\u5316\uff0c\u9650\u5236\u6574\u4f53\u6548\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u56e2\u961f\u4ece\u4e24\u65b9\u9762\u91cd\u6784\u5de5\u7a0b\u7cfb\u7edf\u3002<\/section>\n<section><\/section>\n<section>\u4e00\u65b9\u9762\u901a\u8fc7\u5f02\u6784\u8c03\u5ea6\uff0c\u91ca\u653e\u9ad8\u7b97\u529b\u8d44\u6e90\u7528\u4e8e\u5173\u952e\u4efb\u52a1\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u91c7\u7528 \u201c\u5206\u7247 &#8211; \u6821\u9a8c &#8211; \u88c5\u8f7d\u201d \u4e09\u7ea7\u6d41\u6c34\u7ebf\u5e76\u884c\u5904\u7406\u65b9\u6cd5\uff0c\u6253\u5305\u901f\u5ea6\u63d0\u5347 8 \u500d\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e9b\u6539\u8fdb\u5927\u5e45\u63d0\u9ad8\u6570\u636e\u5904\u7406\u6548\u7387\u4e0e\u8d28\u91cf\uff0c\u4e3a\u5927\u89c4\u6a21\u6570\u636e\u7ba1\u7406\u5229\u7528\u5960\u5b9a\u57fa\u7840\u3002<\/section>\n<section><\/section>\n<section><strong>\u9884\u8bad\u7ec3\u9636\u6bb5\uff1a\u805a\u7126\u53cc\u8bed\u7406\u89e3\u4e0e\u6587\u5b57\u6e32\u67d3<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\uff0c\u56e2\u961f\u57fa\u4e8e\u5927\u91cf\u7528\u6237\u8c03\u7814\u4e0e\u6280\u672f\u9884\u5224\u8ba4\u4e3a\uff0c\u591a\u8bed\u8a00\u8bed\u4e49\u7406\u89e3\u3001\u53cc\u8bed\u6587\u5b57\u6e32\u67d3\u548c\u591a\u5206\u8fa8\u7387\u573a\u666f\u9002\u914d\u7b49\u6a21\u5757\u7684\u7a81\u7834\uff0c\u5bf9\u4e8e\u56fe\u50cf\u751f\u6210\u6280\u672f\u53d1\u5c55\u6781\u4e3a\u5173\u952e\uff0c\u53ef\u5927\u5e45\u63d0\u5347\u6a21\u578b\u9002\u7528\u6027\u4e0e\u7528\u6237\u4f53\u9a8c\uff0c\u6ee1\u8db3\u4e0d\u540c\u8bed\u8a00\u6587\u5316\u80cc\u666f\u7684\u7528\u6237\u9700\u6c42\uff0c\u5e76\u62d3\u5c55\u5e94\u7528\u573a\u666f\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0cSeedream 2.0 \u91c7\u7528\u4e86\u5168\u65b0\u7684\u9884\u8bad\u7ec3\u67b6\u6784\u8bbe\u8ba1\uff0c\u5176\u6574\u4f53\u6846\u56fe\u5982\u4e0b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c59d38e6992a0453e4cfafb0bf8eb015.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c59d38e6992a0453e4cfafb0bf8eb015.png\"><\/a><\/section>\n<section>\u5177\u4f53\u6765\u770b\uff0cSeedream 2.0 \u4ece\u4e09\u4e2a\u65b9\u9762\u5b9e\u73b0\u4e86\u5173\u952e\u6280\u672f\u5347\u7ea7\u3002<\/section>\n<ul>\n<li>\n<p>\u539f\u751f\u53cc\u8bed\u5bf9\u9f50\u65b9\u6848\uff0c\u6253\u7834\u8bed\u8a00\u89c6\u89c9\u6b21\u5143\u58c1<\/p>\n<\/li>\n<\/ul>\n<section>\u9762\u5411\u53cc\u8bed\u6587\u751f\u56fe\u573a\u666f\uff0c<strong>\u56e2\u961f\u63d0\u51fa\u57fa\u4e8e LLM \u7684\u53cc\u8bed\u5bf9\u9f50\u65b9\u6848\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u5177\u4f53\u6765\u8bf4\uff0c\u5148\u901a\u8fc7\u5927\u89c4\u6a21\u6587\u672c &#8211; \u56fe\u50cf\u5bf9\u5fae\u8c03 Decoder-Only \u67b6\u6784\u7684 LLM\uff0c\u4f7f\u6587\u672c Embedding \u4e0e\u89c6\u89c9\u7279\u5f81\u5f62\u6210\u7a7a\u95f4\u6620\u5c04\u5bf9\u9f50\u3002<\/section>\n<section><\/section>\n<section>\u540c\u65f6\uff0c\u9488\u5bf9\u4e2d\u6587\u4e66\u6cd5\u3001\u65b9\u8a00\u4fda\u8bed\u3001\u4e13\u4e1a\u672f\u8bed\u7b49\u573a\u666f\u6784\u5efa\u4e13\u7528\u6570\u636e\u96c6\uff0c\u52a0\u5f3a\u6a21\u578b\u5bf9\u6587\u5316\u7b26\u53f7\u7684\u6df1\u5ea6\u7406\u89e3\u4e0e\u611f\u77e5\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u79cd \u201c\u9884\u8bad\u7ec3\u5bf9\u9f50 + \u9886\u57df\u589e\u5f3a\u201d \u7684\u53cc\u8f68\u7b56\u7565\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u76f4\u63a5\u4ece\u5927\u91cf\u4e2d\u82f1\u6587\u6570\u636e\u4e2d\u4e60\u5f97 \u201c\u5730\u9053\u201d \u7684\u672c\u571f\u77e5\u8bc6\uff0c\u8fdb\u800c\uff0c\u51c6\u786e\u751f\u6210\u5177\u6709\u6587\u5316\u7ec6\u5fae\u5dee\u522b\u7684\u4e2d\u6587\u6216\u82f1\u6587\u7f8e\u5b66\u8868\u8fbe\u56fe\u50cf\uff0c\u6253\u7834\u4e0d\u540c\u8bed\u8a00\u4e0e\u89c6\u89c9\u7684\u6b21\u5143\u58c1\u3002<\/section>\n<ul>\n<li>\n<p>\u8ba9\u6a21\u578b\u65e2\u770b\u61c2\u6587\u672c\uff0c\u53c8\u5173\u6ce8\u5b57\u4f53\u5b57\u5f62<\/p>\n<\/li>\n<\/ul>\n<section>\u5728\u8fc7\u53bb\uff0c\u56fe\u50cf\u751f\u6210\u6a21\u578b\u7684\u6587\u672c\u6e32\u67d3\u5e38\u9762\u4e34\u4e24\u96be\u56f0\u5883\uff1a\u4f9d\u8d56 ByT5 \u7b49\u5b57\u5f62\u6a21\u578b\u6613\u5bfc\u81f4\u957f\u6587\u672c\u5e03\u5c40\u6df7\u4e71\uff0c\u800c\u5f15\u5165 OCR \u56fe\u50cf\u7279\u5f81\u53c8\u9700\u989d\u5916\u5e03\u5c40\u89c4\u5212\u6a21\u5757\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u6b64\uff0c\u56e2\u961f\u6784\u5efa\u4e86\u53cc\u6a21\u6001\u7f16\u7801\u878d\u5408\u7cfb\u7edf \u2014\u2014LLM \u8d1f\u8d23\u89e3\u6790 \u201c\u6587\u672c\u8981\u8868\u8fbe\u4ec0\u4e48\u201d\uff0cByT5 \u4e13\u6ce8\u523b\u753b \u201c\u6587\u5b57\u5e94\u8be5\u957f\u4ec0\u4e48\u6837\u201d\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u79cd\u65b9\u6cd5\u4e0b\uff0c\u5b57\u4f53\u3001\u989c\u8272\u3001\u5927\u5c0f\u3001\u4f4d\u7f6e\u7b49\u6e32\u67d3\u5c5e\u6027\u4e0d\u518d\u4f9d\u8d56\u9884\u8bbe\u6a21\u677f\uff0c\u800c\u662f\u901a\u8fc7 LLM \u76f4\u63a5\u63cf\u8ff0\u6587\u672c\u7279\u5f81\uff0c\u8fdb\u884c\u7aef\u5230\u7aef\u8bad\u7ec3\u3002<\/section>\n<section><\/section>\n<section>\u5982\u6b64\u4e00\u6765\uff0c\u6a21\u578b\u65e2\u80fd\u4ece\u8bad\u7ec3\u6570\u636e\u4e2d\u5b66\u4e60\u6587\u672c\u6e32\u67d3\u7279\u5f81\uff0c\u4e5f\u53ef\u4ee5\u57fa\u4e8e\u7f16\u7801\u540e\u7684\u6e32\u67d3\u7279\u5f81\uff0c\u9ad8\u6548\u5b66\u4e60\u6e32\u67d3\u6587\u672c\u7684\u5b57\u5f62\u7279\u5f81\u3002<\/section>\n<ul>\n<li>\n<p>\u4e09\u91cd\u5347\u7ea7 DiT \u67b6\u6784\uff0c\u8ba9\u56fe\u50cf\u751f\u6210\u7f29\u653e\u81ea\u5982<\/p>\n<\/li>\n<\/ul>\n<section>\u591a\u5206\u8fa8\u7387\u751f\u6210\u662f\u56fe\u50cf\u751f\u6210\u573a\u666f\u7684\u5e38\u7528\u9700\u6c42\uff0c\u56e2\u961f\u5728 SD3 \u7684 MMDiT \u67b6\u6784\u57fa\u7840\u4e0a\uff0c\u8fdb\u884c\u4e86\u4e24\u91cd\u5347\u7ea7\uff1a<\/section>\n<section><\/section>\n<section><strong>\u5176\u4e00\uff0c\u5728\u8bad\u7ec3\u7a33\u5b9a\u6027\u65b9\u9762\u3002<\/strong>\u56e2\u961f\u5f15\u5165 QK-Norm \u6291\u5236\u6ce8\u610f\u529b\u77e9\u9635\u7684\u6570\u503c\u6ce2\u52a8\uff0c\u7ed3\u5408\u5168\u5206\u7247\u6570\u636e\u5e76\u884c\uff08FSDP\uff09\u7b56\u7565\uff0c\u4f7f\u6a21\u578b\u7684\u8bad\u7ec3\u6536\u655b\u901f\u5ea6\u63d0\u5347 300%\u3002<\/section>\n<section><\/section>\n<section><strong>\u5176\u4e8c\uff0c\u56e2\u961f\u8bbe\u8ba1\u4e86 Scaling ROPE \u6280\u672f\u65b9\u6848\u3002<\/strong>\u4f20\u7edf\u4e8c\u7ef4\u65cb\u8f6c\u4f4d\u7f6e\u7f16\u7801\uff08RoPE\uff09\u5728\u5206\u8fa8\u7387\u53d8\u5316\u65f6\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u4f4d\u7f6e\u6807\u8bc6\u9519\u4f4d\u3002Seedream 2.0 \u901a\u8fc7\u52a8\u6001\u7f29\u653e\u56e0\u5b50\u8c03\u6574\u7f16\u7801\uff0c\u4f7f\u56fe\u50cf\u4e2d\u5fc3\u533a\u57df\u5728\u4e0d\u540c\u5bbd\u9ad8\u6bd4\u4e0b\uff0c\u4fdd\u6301\u7a7a\u95f4\u4e00\u81f4\u6027\u3002\u8fd9\u4f7f\u5f97\u6a21\u578b\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u80fd\u591f\u751f\u6210\u4ece\u672a\u8bad\u7ec3\u8fc7\u7684\u56fe\u50cf\u5c3a\u5bf8\u548c\u5404\u79cd\u5206\u8fa8\u7387\u3002<\/section>\n<section><\/section>\n<section><strong>\u540e\u8bad\u7ec3 RLHF \u7a81\u7834\u80fd\u529b\u74f6\u9888<\/strong><\/section>\n<section><\/section>\n<section>Seedream 2.0 \u7684\u540e\u8bad\u7ec3\u8fc7\u7a0b\u5305\u542b\u56db\u4e2a\u9636\u6bb5\uff1aContinue Training (CT) \u3001 Supervised Fine-Tuning (SFT) \u3001\u4eba\u7c7b\u53cd\u9988\u5bf9\u9f50\uff08RLHF\uff09\u548c Prompt Engineering (PE) \u3002<\/section>\n<section><\/section>\n<section>\u8f83\u503c\u5f97\u5206\u4eab\u7684\u662f \u2014\u2014 \u56e2\u961f\u5f00\u53d1\u4e86\u4eba\u7c7b\u53cd\u9988\u5bf9\u9f50\uff08RLHF\uff09\u4f18\u5316\u7cfb\u7edf\uff0c\u63d0\u5347\u4e86 Seedream 2.0 \u6574\u4f53\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u5176\u6838\u5fc3\u5de5\u4f5c\u5305\u542b\u4ee5\u4e0b\u4e09\u4e2a\u65b9\u9762\uff1a<\/section>\n<ul>\n<li>\n<p>\u591a\u7ef4\u5ea6\u504f\u597d\u6570\u636e\u4f53\u7cfb\uff0c\u63d0\u5347\u6a21\u578b\u504f\u597d\u4e0a\u9650<\/p>\n<\/li>\n<\/ul>\n<section>\u56e2\u961f\u6536\u96c6\u5e76\u6574\u7406\u4e86\u4e00\u4e2a\u591a\u529f\u80fd\u7684 Prompt 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-bbc720b3ebe0e8c2ddf11d431094c543.png\"><\/a><\/p>\n<section><strong>\u4ece Scaling \u5230\u5f3a\u5316\u5b66\u4e60<\/strong><\/section>\n<section><strong>\u89e3\u9501\u6a21\u578b\u4f18\u5316\u65b0\u53ef\u80fd<\/strong><\/section>\n<section><\/section>\n<section>Seedream 2.0 \u6a21\u578b\u6280\u672f\u62a5\u544a\u7684\u53d1\u5e03\uff0c\u662f\u5b57\u8282\u8df3\u52a8\u9996\u6b21\u516c\u5f00\u56fe\u50cf\u751f\u6210\u57fa\u7840\u6a21\u578b\u7684\u7ec6\u8282\u505a\u6cd5\u3002\u56e2\u961f\u8fd8\u5c06\u6301\u7eed\u63a2\u7d22\u66f4\u9ad8\u6548\u5730 Scaling \u6a21\u578b\u53c2\u6570\u53ca\u6570\u636e\u7684\u521b\u65b0\u6280\u672f\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u6027\u80fd\u8fb9\u754c\u3002<\/section>\n<section><\/section>\n<section>\u4f34\u968f 2025 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target=\"_blank\">\u5b57\u8282\u9996\u6b21\u516c\u5f00\u56fe\u50cf\u751f\u6210\u57fa\u6a21\u6280\u672f\u7ec6\u8282\uff01\u6570\u636e\u5904\u7406\u5230RLHF\u5168\u6d41\u7a0b\u62ab\u9732<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u5b57\u8282\u9996\u6b21\u516c\u5f00\u56fe\u50cf\u751f\u6210\u57fa [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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