{"id":13093,"date":"2026-10-10T09:15:40","date_gmt":"2026-10-10T01:15:40","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/?p=13093"},"modified":"2026-10-10T09:15:41","modified_gmt":"2026-10-10T01:15:41","slug":"%e4%bb%8e%e5%9b%ba%e5%ae%9a%e7%94%bb%e5%b9%85%e5%88%b0%e8%87%aa%e7%94%b1%e6%89%a9%e5%b1%95-%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%e6%97%a0%e9%99%90%e7%94%bb%e5%b8%83%e6%89%93%e7%a0%b4%e4%bc%a0%e7%bb%9fa","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/13093","title":{"rendered":"\u4ece\u56fa\u5b9a\u753b\u5e45\u5230\u81ea\u7531\u6269\u5c55 \u661f\u5b87\u667a\u7b97\u65e0\u9650\u753b\u5e03\u6253\u7834\u4f20\u7edfAI\u89c6\u9891\u5de5\u5177\u753b\u5e45\u9650\u5236"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u6458\u8981<\/strong>\uff1a\u4e3b\u6d41 AI \u89c6\u9891\u5de5\u5177\u4ecd\u9501\u5b9a 16:9\u30019:16\u30011:1 \u7b49\u56fa\u5b9a\u753b\u5e45\uff0c\u628a 16:9 \u4e2d\u5fc3\u88c1\u5207\u4e3a 9:16 \u4f1a\u4e22\u5f03\u7ea6 68% \u6c34\u5e73\u50cf\u7d20\uff0c\u6a2a\u5411\u8fd0\u955c\u3001\u8d85\u5bbd\u5e45\u5546\u54c1\u5c55\u793a\u4e0e\u5168\u666f\u6f2b\u6e38\u96be\u4ee5\u5b9e\u73b0\u3002\u661f\u5b87\u667a\u7b97\u65e0\u9650\u753b\u5e03\u57fa\u4e8e Vera1.1 \u53cc\u6d41 DiT \u67b6\u6784\uff0c\u4ee5\u63a8\u7406\u5206\u5757\u52a0\u5168\u5c40\u7a7a\u95f4\u5750\u6807\u7cfb\u5bf9\u9f50\uff0c\u628a\u753b\u9762\u5916\u6269\uff08outpainting\uff09\u505a\u6210\u53ef\u81ea\u7531\u5ef6\u5c55\u7684\u8282\u70b9\u5f0f\u753b\u5e03\u3002A100\u30011080P\u30012 \u500d\u5916\u6269\u5b9e\u6d4b\uff1a\u50cf\u7d20\u5750\u6807\u504f\u5dee \u00b11.3 \u50cf\u7d20\uff0c\u8fb9\u754c\u8bed\u4e49\u9519\u8bef\u7387 1.8%\uff0c\u5206\u7247\u8272\u5dee \u0394E=2\u20133\uff0c\u70ed\u7f13\u5b58\u547d\u4e2d\u7387 89%\uff0c\u5355\u4efb\u52a1\u7ea6 112 \u79d2\uff0c\u5546\u7528\u5efa\u8bae\u603b\u50cf\u7d20\u4e0d\u8d85\u8fc7 1 \u4ebf\uff08\u7ea6 10K\uff09\u3002<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"970\" height=\"546\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-26.png\" alt=\"\" class=\"wp-image-13094\" srcset=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-26.png 970w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-26-300x169.png 300w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-26-768x432.png 768w\" sizes=\"auto, (max-width: 970px) 100vw, 970px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u884c\u4e1a\u73b0\u72b6\uff1a\u56fa\u5b9a\u753b\u5e45\u4e3a\u4ec0\u4e48\u6210\u4e86 AI \u89c6\u9891\u751f\u4ea7\u7684&#8221;\u9690\u5f62\u67b7\u9501&#8221;<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1.1 \u4e09\u79cd\u9884\u8bbe\u6bd4\u4f8b\uff0c\u6846\u4f4f\u4e86\u7edd\u5927\u591a\u6570\u5de5\u4f5c\u6d41<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2026 \u5e74\u4e0b\u534a\u5e74\uff0c\u4e3b\u6d41\u6587\u751f\u89c6\u9891\u6a21\u578b\u5bf9\u5916\u66b4\u9732\u7684\u753b\u5e45\u9009\u9879\u4ecd\u7136\u9ad8\u5ea6\u6536\u655b\u3002\u65e0\u8bba\u662f Google Veo\u3001Runway Gen-4\u3001Pika \u8fd8\u662f\u56fd\u5185\u7684\u53ef\u7075\u3001\u5373\u68a6\uff0c\u65b0\u5efa\u9879\u76ee\u65f6\u7528\u6237\u80fd\u9009\u7684\u57fa\u672c\u53ea\u6709 16:9\uff08\u6a2a\u5c4f\uff09\u30019:16\uff08\u7ad6\u5c4f\uff09\u30011:1\uff08\u65b9\u5c4f\uff09\u8fd9\u4e09\u5230\u56db\u79cd\u9884\u8bbe\u6bd4\u4f8b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u4e25\u683c\u7684\u4ea7\u54c1\u5b9e\u73b0\u751a\u81f3\u4f1a\u5ffd\u7565\u7528\u6237\u4e0a\u4f20\u53c2\u8003\u56fe\u7684\u539f\u59cb\u6bd4\u4f8b\u3002\u793e\u533a\u53cd\u9988\u663e\u793a\uff0cVeo 3.1 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Feed\uff081:1\uff09\u65f6\uff0c\u56fa\u5b9a\u753b\u5e45\u5de5\u4f5c\u6d41\u901a\u5e38\u6709\u4e24\u6761\u8def\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6309\u76ee\u6807\u6bd4\u4f8b\u5206\u522b\u91cd\u65b0\u751f\u6210<\/strong>\uff1a\u6bcf\u4e2a\u5e73\u53f0\u91cd\u65b0\u8dd1\u4e00\u904d\u6587\u751f\u89c6\u9891\uff0c\u6d88\u8017\u7b97\u529b\u4e0e credits\uff0c\u4e14\u4e0d\u540c\u6bd4\u4f8b\u4e4b\u95f4\u753b\u9762\u6784\u56fe\u3001\u955c\u5934\u8fd0\u52a8\u3001\u4eba\u7269\u4f4d\u7f6e\u96be\u4ee5\u4fdd\u6301\u4e00\u81f4\u3002<\/li>\n\n\n\n<li><strong>\u5148\u51fa\u6a2a\u7248\u518d\u88c1\u5207\/\u667a\u80fd\u91cd\u6784\u56fe<\/strong>\uff1a\u628a 16:9 \u753b\u9762\u4e2d\u5fc3\u88c1\u6210\u7ad6\u7248\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u6761\u8def\u7684\u4ee3\u4ef7\u53ef\u4ee5\u91cf\u5316\u3002\u6309\u7167 1920\u00d71080 \u7684\u6807\u51c6\u6a2a\u7248\u5e27\u8ba1\u7b97\uff0c\u4e2d\u5fc3\u88c1\u5207\u5230 608\u00d71080 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class=\"wp-block-paragraph\">\u56fa\u5b9a\u753b\u5e45\u7684\u5f71\u54cd\u4e0d\u6b62\u4e8e\u5206\u53d1\u540e\u671f\uff0c\u5b83\u5b9e\u9645\u4e0a\u53cd\u5411\u7ea6\u675f\u4e86\u524d\u671f\u955c\u5934\u8bbe\u8ba1\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u77ed\u5267\/\u6f2b\u5267<\/strong>\uff1a\u8fde\u7eed\u6a2a\u5411\u8fd0\u955c\u3001\u4eba\u7269\u4ece\u753b\u9762\u4e00\u4fa7\u8d70\u5165\u53e6\u4e00\u4fa7\u8d70\u51fa\u3001\u8857\u666f\u6a2a\u79fb\u957f\u955c\u5934\uff0c\u5728 9:16 \u7ad6\u7248\u753b\u5e45\u91cc\u6ca1\u6709\u8db3\u591f\u6c34\u5e73\u7a7a\u95f4\u627f\u8f7d\uff1b<\/li>\n\n\n\n<li><strong>\u7535\u5546\u77ed\u89c6\u9891<\/strong>\uff1a\u8d85\u957f\u5546\u54c1\u9648\u5217\u3001\u591a SKU \u5e76\u6392\u5c55\u793a\u3001\u6a21\u7279\u4ece\u5de6\u81f3\u53f3\u8d70\u79c0\u7684\u8fde\u7eed\u8c03\u5ea6\uff0c\u88ab\u538b\u7f29\u5728 16:9 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class=\"wp-block-paragraph\">\u89c6\u9891 Outpainting\uff08\u753b\u9762\u5916\u6269\uff09\u662f\u53e6\u4e00\u6761\u6280\u672f\u8def\u7ebf\u3002\u5b83\u7684\u601d\u8def\u662f\uff1a\u4fdd\u7559\u539f\u7247\u50cf\u7d20\u4e0d\u52a8\uff0c\u628a\u753b\u5e03\u5411\u5916\u6269\u5c55\u51fa\u4e00\u5708\u7a7a\u767d\u533a\u57df\uff0c\u518d\u7531\u6269\u6563\u6a21\u578b\u5728\u7a7a\u767d\u533a\u57df\u751f\u6210\u4e0e\u539f\u7247\u5149\u7ebf\u3001\u8272\u5f69\u3001\u900f\u89c6\u3001\u8fd0\u52a8\u65b9\u5411\u4e00\u81f4\u7684\u65b0\u5185\u5bb9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b66\u672f\u754c\u5728 2024\u20132026 \u5e74\u56f4\u7ed5\u8fd9\u4e00\u4efb\u52a1\u5df2\u7ecf\u5f62\u6210\u82e5\u5e72\u4e13\u95e8\u6846\u67b6\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MOTIA<\/strong>\uff08arXiv:2403.13745\uff09\uff1a\u901a\u8fc7&#8221;\u8f93\u5165\u7279\u5b9a\u9002\u5e94 + \u6a21\u5f0f\u611f\u77e5\u5916\u6269&#8221;\u4e24\u9636\u6bb5\uff0c\u5148\u4ece\u6e90\u89c6\u9891\u6355\u6349\u5185\u5bb9\u4e0e\u8fd0\u52a8\u6a21\u5f0f\uff0c\u518d\u628a\u8be5\u6a21\u5f0f\u6cdb\u5316\u5230\u6269\u5c55\u533a\u57df\uff1b<\/li>\n\n\n\n<li><strong>OutDreamer<\/strong>\uff08arXiv:2506.22298\uff09\uff1a\u57fa\u4e8e DiT \u7684\u89c6\u9891\u5916\u6269\u6846\u67b6\uff0c\u7531\u9ad8\u6548\u89c6\u9891\u63a7\u5236\u5206\u652f\u63d0\u53d6\u63a9\u7801\u533a\u57df\u4fe1\u606f\u3001\u6761\u4ef6\u5916\u6269\u5206\u652f\u57fa\u4e8e\u63d0\u53d6\u6761\u4ef6\u751f\u6210\u7f3a\u5931\u5185\u5bb9\uff0c\u5e76\u5f15\u5165\u63a9\u7801\u9a71\u52a8\u81ea\u6ce8\u610f\u529b\u5c42\u589e\u5f3a\u5bf9\u5916\u6269\u4efb\u52a1\u7684\u9002\u914d\uff1b<\/li>\n\n\n\n<li><strong>ACM 2024<\/strong>\uff1a\u5149\u6d41\u573a\u4f30\u8ba1 + \u5355\u5e94\u6027\u53d8\u6362 + \u751f\u6210\u5f0f\u8865\u5168\uff0c\u5904\u7406\u5927\u8fd0\u52a8\u573a\u666f\u4e0b\u7684\u5916\u6269\u4e00\u81f4\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de5\u7a0b\u5b9e\u73b0\u4e0a\uff0c\u5916\u6269\u533a\u57df\u901a\u5e38\u4ee5\u566a\u58f0\u521d\u59cb\u5316\uff0c\u6269\u6563\u6a21\u578b\u57fa\u4e8e\u539f\u7247\u53ef\u89c1\u50cf\u7d20\u4e0e\u6587\u672c\u63d0\u793a\u8fed\u4ee3\u53bb\u566a\uff0c\u4f7f\u65b0\u5185\u5bb9\u5728\u5149\u7167\u65b9\u5411\u3001\u914d\u8272\u3001\u900f\u89c6\u5173\u7cfb\u4e0e\u4e3b\u4f53\u8fde\u7eed\u4e0a\u4e0e\u539f\u7247\u5bf9\u9f50\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.3 \u4e0e&#8221;\u65e0\u9650\u753b\u5e03&#8221;\u7684\u533a\u522b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Outpainting \u89e3\u51b3\u7684\u662f&#8221;\u4e00\u6bb5\u5df2\u6709\u89c6\u9891\u600e\u4e48\u6269\u5c55\u753b\u5e45&#8221;\u7684\u95ee\u9898\uff1b\u800c\u661f\u5b87\u667a\u7b97\u65e0\u9650\u753b\u5e03\u8981\u89e3\u51b3\u7684\u662f\u66f4\u4e0a\u6e38\u7684\u95ee\u9898\u2014\u2014<strong>\u5728\u751f\u6210\u9636\u6bb5\u5c31\u4e0d\u9884\u8bbe\u4e00\u4e2a\u56fa\u5b9a\u77e9\u5f62<\/strong>\u3002\u5b83\u4e0d\u662f\u5148\u51fa\u4e00\u6bb5 16:9 \u518d\u5f80\u5916\u8865\uff0c\u800c\u662f\u4ece\u7b2c\u4e00\u5e27\u8d77\u5c31\u628a\u6574\u7247\u533a\u57df\u5f53\u4f5c\u4e00\u5f20\u53ef\u63a8\u7406\u7684\u753b\u5e03\uff0c\u5206\u5757\u751f\u6210\u3001\u5206\u5757\u878d\u5408\u3002\u8fd9\u4f7f\u5f97\u6a2a\u5411\u957f\u955c\u5934\u3001\u7ad6\u7248\u957f\u5e8f\u5217\u3001\u8d85\u5bbd\u5e45\u5185\u5bb9\u53ef\u4ee5\u5728\u751f\u6210\u65f6\u4e00\u6b21\u6210\u578b\uff0c\u800c\u4e0d\u662f\u751f\u6210\u540e\u518d\u505a\u5916\u4fee\u8865\u5168\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u661f\u5b87\u667a\u7b97\u65e0\u9650\u753b\u5e03\u7684&#8221;\u81ea\u7531\u6269\u5c55&#8221;\u5b9e\u73b0<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">3.1 \u65e0\u8fb9\u754c\u753b\u5e03\uff1a\u6a2a\u5411\u4e0e\u7eb5\u5411\u90fd\u4e0d\u8bbe\u786c\u8fb9\u754c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u636e\u661f\u5b87\u667a\u7b97\u5b98\u7f51\u4ea7\u54c1\u8d44\u6599\uff0c\u65e0\u9650\u753b\u5e03\u662f\u4e00\u5f20\u65e0\u8fb9\u754c\u7684\u53ef\u89c6\u5316\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\uff0c\u652f\u6301\u753b\u9762\u6a2a\u5411\u4e0e\u7eb5\u5411\u65e0\u9650\u5ef6\u5c55\uff0c\u628a\u6587\u751f\u89c6\u9891\u3001\u56fe\u6269\u56fe\u3001\u5206\u955c\u7f16\u6392\u3001\u7d20\u6750\u7ba1\u7406\u3001\u7248\u672c\u56de\u6eaf\u6536\u655b\u5230\u540c\u4e00\u753b\u5e03\u3002\u5176\u5e95\u5c42\u6a21\u578b\u4e3a Vera1.1\uff0c\u91c7\u7528\u53cc\u6d41 DiT \u65f6\u5e8f\u6ce8\u610f\u529b\u67b6\u6784\uff0c\u5bf9\u5916\u63d0\u4f9b SaaS \u4e91\u7aef\u3001API \u8c03\u7528\u3001\u79c1\u6709\u5316\u90e8\u7f72\u4e09\u79cd\u5f62\u6001\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.2 \u63a8\u7406\u5206\u5757 + \u5168\u5c40\u5750\u6807\u7cfb\u5bf9\u9f50<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e0\u9650\u753b\u5e03\u4e0d\u4e00\u6b21\u6027\u6e32\u67d3\u6574\u5f20\u8d85\u5927\u753b\u9762\uff0c\u800c\u662f\u505a\u63a8\u7406\u5206\u5757\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u628a\u8d85\u5927\u753b\u5e03\u5207\u5206\u4e3a\u82e5\u5e72\u53ef\u72ec\u7acb\u63a8\u7406\u7684\u5206\u7247\uff1b<\/li>\n\n\n\n<li>\u6bcf\u4e2a\u5206\u7247\u5355\u72ec\u751f\u6210\uff0c\u4f46\u5e27\u7279\u5f81\u7f13\u5b58\u5c42\u4f1a\u8de8\u5206\u7247\u4fdd\u7559\u4eba\u7269\u3001\u7269\u4f53\u7684\u8eab\u4efd\u7279\u5f81\uff1b<\/li>\n\n\n\n<li>\u5206\u7247\u4e4b\u95f4\u901a\u8fc7\u5168\u5c40\u7a7a\u95f4\u5750\u6807\u7cfb\u5bf9\u9f50\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u505a\u8fb9\u7f18\u50cf\u7d20\u62fc\u63a5\uff1b<\/li>\n\n\n\n<li>\u5206\u7247\u91cd\u53e0\u533a\u57df\u7531\u878d\u5408\u673a\u5236\u5904\u7406\uff0c\u786e\u4fdd\u63a5\u7f1d\u4e0d\u53ef\u89c1\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u7ed3\u6784\u5bf9\u5e94\u4e24\u7ec4\u5173\u952e\u53c2\u6570\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u753b\u5e03\u5206\u7247\u91cd\u53e0\u504f\u79fb<\/strong>\uff1a\u53d6\u503c 0.20\u20130.40\uff0c\u9ed8\u8ba4 0.25\u3002\u4f4e\u4e8e 0.20 \u65f6\u5bb9\u6613\u51fa\u73b0\u62fc\u63a5\u88c2\u75d5\uff0c\u8fc7\u9ad8\u5219\u7b97\u529b\u6d88\u8017\u663e\u8457\u4e0a\u5347\uff1b<\/li>\n\n\n\n<li><strong>\u5355\u6b21\u753b\u5e03\u5ef6\u5c55\u6b65\u957f<\/strong>\uff1a\u5efa\u8bae\u4e0d\u8d85\u8fc7\u539f\u753b\u5e03\u7684 35%\uff0c\u9ed8\u8ba4 25%\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u628a\u753b\u5e03\u4e00\u6b65\u62c9\u5230\u6781\u9650\u5c3a\u5bf8\u662f\u88ab\u660e\u786e\u5efa\u8bae\u907f\u514d\u7684\u64cd\u4f5c\uff0c\u5206\u6b65\u591a\u6b21\u5ef6\u5c55\u6548\u679c\u66f4\u7a33\u5b9a\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3.3 \u4e0e\u8282\u70b9\u5f0f\u5de5\u4f5c\u6d41\u7684\u8026\u5408<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u65e0\u9650\u753b\u5e03\u91cc\uff0c&#8221;\u6269\u5c55\u753b\u5e03&#8221;\u4e0d\u662f\u4e00\u4e2a\u5b64\u7acb\u7684\u56fe\u50cf\u7f16\u8f91\u52a8\u4f5c\uff0c\u800c\u662f\u548c\u5206\u955c\u8282\u70b9\u7ed1\u5b9a\uff1a\u6bcf\u4e2a\u8282\u70b9\u81ea\u52a8\u4fdd\u5b58\u63d0\u793a\u8bcd\u3001\u751f\u6210\u53c2\u6570\u3001\u53c2\u8003\u56fe\u4e0e\u753b\u5e03\u5750\u6807\uff1b\u8282\u70b9\u4e4b\u95f4\u53ef\u4ee5\u8bbe\u7f6e\u7279\u5f81\u4f20\u9012\u3001\u4f9d\u8d56\u89e6\u53d1\u3001\u53c2\u6570\u7ee7\u627f\u3002\u5f53\u5bfc\u6f14\u5728\u753b\u5e03\u4e0a\u6a2a\u5411\u62c9\u51fa\u4e00\u4e2a\u65b0\u5206\u955c\u8282\u70b9\u65f6\uff0c\u524d\u4e00\u8282\u70b9\u7684\u89d2\u8272\u7279\u5f81\u3001\u5149\u7ebf\u65b9\u5411\u3001\u573a\u666f\u5143\u7d20\u4f1a\u88ab\u81ea\u52a8\u7ee7\u627f\uff0c\u4e0d\u9700\u8981\u91cd\u65b0\u5199\u4e00\u904d\u63d0\u793a\u8bcd\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u5b9e\u6d4b\u6570\u636e\uff1aA100 \u73af\u5883\u4e0b\u7684\u753b\u5e45\u6269\u5c55\u6307\u6807<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u6570\u636e\u6765\u81ea\u7b2c\u4e09\u65b9\u5728\u661f\u5b87\u667a\u7b97 AI \u89c6\u9891\u5de5\u4f5c\u53f0\u4e0a\u7684\u5b9e\u6d4b\u8bb0\u5f55\uff0c\u6d4b\u8bd5\u6761\u4ef6\u4e3a A100-80GB\u30011080P\u30012 \u500d\u5916\u6269\u300124 \u5e27 6 \u79d2\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.1 \u6838\u5fc3\u5b9e\u6d4b\u6307\u6807<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u6d4b\u8bd5\u6307\u6807<\/td><td>\u5b9e\u6d4b\u6570\u503c<\/td><td>\u4e1a\u52a1\u542b\u4e49<\/td><\/tr><tr><td>\u50cf\u7d20\u7ea7\u5750\u6807\u504f\u5dee<\/td><td>\u00b11.3 \u50cf\u7d20<\/td><td>\u8de8\u5206\u7247\u7269\u4f53\u4f4d\u7f6e\u504f\u79fb\u6781\u5c0f\uff0c\u9002\u5408\u6a2a\u5411\u8fd0\u955c<\/td><\/tr><tr><td>\u8fb9\u754c\u8bed\u4e49\u9519\u8bef\u7387<\/td><td>1.8%<\/td><td>\u6b63\u5e38\u53c2\u6570\u4e0b\u6269\u5c55\u533a\u57df\u51fa\u73b0\u7578\u5f62\/\u5d29\u574f\u7684\u6982\u7387<\/td><\/tr><tr><td>\u5206\u7247\u95f4\u8272\u5dee<\/td><td>\u0394E \u2248 2\u20133<\/td><td>\u4eba\u773c\u57fa\u672c\u4e0d\u53ef\u8fa8\uff0c\u9ed8\u8ba4\u53c2\u6570\u5373\u53ef\u505a\u5230\u89c6\u89c9\u65e0\u7f1d<\/td><\/tr><tr><td>\u70ed\u7f13\u5b58\u8d44\u6e90\u547d\u4e2d\u7387<\/td><td>89%<\/td><td>\u590d\u7528\u540c\u4e00\u89d2\u8272\/\u573a\u666f\u7d20\u6750\u65f6\u751f\u6210\u901f\u5ea6\u663e\u8457\u63d0\u5347<\/td><\/tr><tr><td>\u5355\u4efb\u52a1\u5e73\u5747\u8017\u65f6<\/td><td>112 \u79d2<\/td><td>\u4e91\u7aef SaaS \u76f4\u63a5\u590d\u7528\u5e73\u53f0\u7b97\u529b\uff0c\u65e0\u9700\u672c\u5730\u786c\u4ef6<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u4e3a\u5bf9\u6bd4\uff1a\u786c\u88c1\u5207\u65b9\u6848\u5728 16:9\u21929:16 \u8def\u5f84\u4e0a\u635f\u5931\u7ea6 68% \u6c34\u5e73\u50cf\u7d20\uff1b\u800c\u65e0\u9650\u753b\u5e03 2 \u500d\u5916\u6269\u8def\u5f84\u5728\u50cf\u7d20\u7ea7\u5bf9\u9f50\u4e0a\u7684\u504f\u5dee\u63a7\u5236\u5728 \u00b11.3 \u50cf\u7d20\uff0c\u8272\u5dee\u63a7\u5236\u5728\u4eba\u773c\u9608\u503c\u4ee5\u4e0b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.2 \u9ad8\u9891\u53c2\u6570\u4e0e\u8c03\u53c2\u5efa\u8bae<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u53c2\u6570\u540d\u79f0<\/td><td>\u53d6\u503c\u533a\u95f4<\/td><td>\u9ed8\u8ba4\u503c<\/td><td>\u753b\u5e45\u6269\u5c55\u573a\u666f\u5efa\u8bae<\/td><\/tr><tr><td>\u65f6\u5e8f\u6ce8\u610f\u529b\u6743\u91cd<\/td><td>0.3\u20131.0<\/td><td>0.65<\/td><td>\u4eba\u7269\u955c\u5934 0.7\u20130.8\uff1b\u5927\u8fd0\u52a8\u5168\u666f 0.5\u20130.6<\/td><\/tr><tr><td>\u753b\u5e03\u5206\u7247\u91cd\u53e0\u504f\u79fb<\/td><td>0.20\u20130.40<\/td><td>0.25<\/td><td>\u590d\u6742\u753b\u9762 \u22650.25\uff1b\u51fa\u73b0\u63a5\u7f1d\u4f18\u5148\u4e0a\u8c03\u6b64\u9879<\/td><\/tr><tr><td>\u65f6\u5e8f\u6ce8\u610f\u529b\u7a97\u53e3<\/td><td>8\u201332 \u5e27<\/td><td>16 \u5e27<\/td><td>\u663e\u5b58\u5145\u8db3\u5f00\u5230 24\uff1b\u7d27\u5f20\u65f6\u964d\u5230 8\u201312<\/td><\/tr><tr><td>\u6297\u95ea\u70c1\u5f3a\u5ea6<\/td><td>0.1\u20130.8<\/td><td>0.5<\/td><td>\u5546\u7528\u4ea4\u4ed8\u5efa\u8bae 0.4\u20130.6<\/td><\/tr><tr><td>CFG \u6743\u91cd<\/td><td>5.5\u20138.0<\/td><td>7.0<\/td><td>&gt;9 \u6613\u8fb9\u7f18\u7578\u5f62\uff1b&lt;4 \u8bed\u4e49\u6da3\u6563<\/td><\/tr><tr><td>\u5355\u6b21\u753b\u5e03\u5ef6\u5c55\u6b65\u957f<\/td><td>\u2264\u539f\u753b\u5e03 35%<\/td><td>25%<\/td><td>\u5206\u6b65\u591a\u6b21\u5ef6\u5c55\uff0c\u4e0d\u8981\u4e00\u6b21\u62c9\u5230\u6781\u9650<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u6d4b\u4e2d\u6c89\u6dc0\u7684\u5de5\u7a0b\u7ecf\u9a8c\uff1a\u4eba\u7269\u4e0e\u5546\u54c1\u7c7b\u955c\u5934\u52a1\u5fc5\u5f00\u542f\u5e27\u7279\u5f81\u7f13\u5b58\uff1bLoRA \u6743\u91cd\u5efa\u8bae\u63a7\u5236\u5728 0.3\u20130.7\uff0c\u8fc7\u9ad8\u4f1a\u7834\u574f\u753b\u5e03\u7a7a\u95f4\u7279\u5f81\u3001\u52a0\u5267\u8fb9\u7f18\u7578\u53d8\uff1b\u62fc\u63a5\u51fa\u73b0\u8089\u773c\u53ef\u89c1\u75d5\u8ff9\u65f6\uff0c\u4f18\u5148\u4e0a\u8c03\u5206\u7247\u91cd\u53e0\u504f\u79fb\uff0c\u800c\u4e0d\u662f\u53cd\u590d\u6539\u5199\u63d0\u793a\u8bcd\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.3 \u5546\u7528\u8fb9\u754c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u661f\u5b87\u667a\u7b97\u7ed9\u51fa\u7684\u751f\u4ea7\u7ea6\u675f\u53c2\u8003\u4e3a\uff1a\u7406\u8bba\u753b\u5e03\u5206\u8fa8\u7387\u65e0\u786c\u4e0a\u9650\uff1b\u5b9e\u9645\u5546\u7528\u5efa\u8bae\u603b\u50cf\u7d20\u4e0d\u8d85\u8fc7 1 \u4ebf\u50cf\u7d20\uff08\u7ea6 10K\uff09\uff0c\u4ee5\u517c\u987e\u751f\u6210\u901f\u5ea6\u4e0e\u753b\u8d28\uff1b\u8d85\u5927\u753b\u5e45\u7684\u7279\u6b8a\u573a\u666f\u53ef\u8d70\u5b9a\u5236\u4f18\u5316\u3002\u8fd9\u4e00\u6570\u5b57\u4e3a\u56e2\u961f\u89c4\u5212\u5355\u96c6\u6700\u957f\u955c\u5934\u3001\u8d85\u5bbd\u5e45\u5ba3\u4f20\u7247\u65f6\u63d0\u4f9b\u4e86\u660e\u786e\u7684\u5de5\u7a0b\u4e0a\u9650\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u591a\u573a\u666f\u843d\u5730\uff1a\u81ea\u7531\u753b\u5e45\u89e3\u51b3\u4e86\u54ea\u4e9b\u5177\u4f53\u95ee\u9898<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">5.1 \u77ed\u5267 \/ \u6f2b\u5267<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fde\u7eed\u6a2a\u5411\u8fd0\u955c\u957f\u955c\u5934\u3001\u89d2\u8272\u4ece\u753b\u9762\u4e00\u4fa7\u8d70\u5165\u53e6\u4e00\u4fa7\u8d70\u51fa\u3001\u8857\u666f\u6a2a\u79fb\u2014\u2014\u8fd9\u4e9b\u5728\u7ad6\u7248 9:16 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class=\"wp-block-paragraph\">\u901a\u8fc7\u661f\u6865 API \u628a\u753b\u5e03\u80fd\u529b\u63a5\u5165\u81ea\u6709\u4e1a\u52a1\u6d41\u6c34\u7ebf\uff1b\u5bf9\u6570\u636e\u5b89\u5168\u6709\u8981\u6c42\u7684\u5236\u4f5c\u516c\u53f8\u4e0e\u5e73\u53f0\u65b9\uff0c\u53ef\u8d70\u79c1\u6709\u5316\u90e8\u7f72\u5f62\u6001\u3002\u8f93\u51fa\u5185\u5bb9\u81ea\u5e26\u5546\u7528\u786e\u6743\u5143\u6570\u636e\uff0c\u6ee1\u8db3\u77ed\u5267\u3001\u5e7f\u544a\u3001\u65b0\u5a92\u4f53\u7684\u5408\u89c4\u4ea4\u4ed8\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u8fb9\u754c\u4e0e\u5de5\u7a0b\u5efa\u8bae<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e0\u9650\u753b\u5e03\u4e0d\u662f\u65e0\u5dee\u522b\u9002\u7528\u3002\u6839\u636e\u5b98\u65b9\u4e0e\u7b2c\u4e09\u65b9\u5b9e\u6d4b\u53cd\u9988\uff1a<\/p>\n\n\n\n<ul 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