{"id":12640,"date":"2026-09-29T09:20:07","date_gmt":"2026-09-29T01:20:07","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/?p=12640"},"modified":"2026-09-29T09:20:09","modified_gmt":"2026-09-29T01:20:09","slug":"%e6%94%b9%e7%a8%bf%e4%b8%8d%e5%86%8d%e4%bb%8e%e5%a4%b4%e8%b7%91%ef%bc%9a%e7%83%ad%e7%bc%93%e5%ad%98%e5%91%bd%e4%b8%ad%e7%8e%87%ef%bc%8c%e6%ad%a3%e5%9c%a8%e9%87%8d%e5%86%99%e5%a4%9a%e8%8a%82%e7%82%b9","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/12640","title":{"rendered":"\u6539\u7a3f\u4e0d\u518d\u4ece\u5934\u8dd1\uff1a\u70ed\u7f13\u5b58\u547d\u4e2d\u7387\uff0c\u6b63\u5728\u91cd\u5199\u591a\u8282\u70b9\u8fed\u4ee3\u751f\u6210\u7684\u6548\u7387\u8d26\u672c"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">AI 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src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/09\/\u56fe\u7247-249-1024x570.png\" alt=\"\" class=\"wp-image-12642\" srcset=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/09\/\u56fe\u7247-249-1024x570.png 1024w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/09\/\u56fe\u7247-249-300x167.png 300w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/09\/\u56fe\u7247-249-768x428.png 768w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/09\/\u56fe\u7247-249.png 1045w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">01 \u5148\u7b97\u4e00\u7b14\u8d26\uff1a\u8fed\u4ee3\u751f\u6210\u7684\u94b1\uff0c\u82b1\u5728\u4e86\u54ea\u91cc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u771f\u5b9e\u9879\u76ee\u957f\u4ec0\u4e48\u6837\uff1f\u591a\u4e2a\u8282\u70b9\u3001\u591a\u6761\u5206\u652f\u3001\u6bcf\u8f6e\u4fee\u6539\u90fd\u8981\u91cd\u65b0\u51fa\u56fe\u3002\u8282\u70b9\u4e4b\u95f4\u5171\u4eab\u7684\uff0c\u662f\u63d0\u793a\u8bcd\u3001\u53c2\u8003\u56fe\u3001\u98ce\u683c\u53c2\u6570\uff0c\u8fd8\u6709\u5df2\u7ecf\u751f\u6210\u7684\u4e2d\u95f4\u7ed3\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u7684\u505a\u6cd5\u662f&#8221;\u4ece\u5934\u8dd1&#8221;\uff1a\u6bcf\u6b21\u6539\u52a8\uff0c\u6574\u6761\u94fe\u8def\u91cd\u65b0\u8d70\u4e00\u904d\u3002\u753b\u5e03\u6ed1\u4e00\u5c4f\u3001\u6539\u4e00\u4e2a\u89d2\u8272\u3001\u8c03\u4e00\u6b21\u53c2\u6570\uff0c\u524d\u9762\u7b97\u8fc7\u7684\u5185\u5bb9\u5168\u90e8\u4f5c\u5e9f\u91cd\u6765\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Vera1.1 \u516c\u5f00\u5b9e\u6d4b\u53e3\u5f84\u7ed9\u51fa\u8fc7\u4e00\u4e2a\u6570\u5b57\uff1a\u753b\u5e03\u8fde\u7eed\u6ed1\u52a8 3 \u6b21\uff0c\u6ca1\u6709\u7f13\u5b58\u65f6\uff0c\u91cd\u590d\u8ba1\u7b97\u5360\u6bd4\u9ad8\u8fbe 58%\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u4e00\u534a\u4ee5\u4e0a\u7684\u7b97\u529b\uff0c\u82b1\u5728\u4e86&#8221;\u7b97\u8fc7\u53c8\u7b97&#8221;\u4e0a\u3002\u591a\u8282\u70b9\u8fed\u4ee3\u751f\u6210\u505a\u5f97\u8d8a\u6df1\uff0c\u8fd9\u7b14\u6d6a\u8d39\u5c31\u8d8a\u5927\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">02 \u70ed\u7f13\u5b58\u547d\u4e2d\u7387\u662f\u4ec0\u4e48\uff1a\u628a&#8221;\u7b97\u8fc7\u7684&#8221;\u53d8\u6210&#8221;\u8bb0\u5f97\u7684&#8221;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u63a8\u7406\u94fe\u8def\u91cc\uff0c\u7f13\u5b58\u4e0d\u662f\u65b0\u6982\u5ff5\u3002KV Cache\u3001\u524d\u7f00\u7f13\u5b58\u3001\u7ed3\u679c\u7f13\u5b58\uff0c\u5404\u5bb6\u63a8\u7406\u5f15\u64ce\u90fd\u5728\u505a\u3002\u6240\u8c13&#8221;\u70ed\u7f13\u5b58&#8221;\uff0c\u6307\u9ad8\u9891\u547d\u4e2d\u3001\u5e38\u9a7b\u663e\u5b58\u7684\u90a3\u90e8\u5206\u7f13\u5b58\uff1b\u547d\u4e2d\u7387\uff0c\u5c31\u662f\u8bf7\u6c42\u4e2d\u6709\u591a\u5927\u6bd4\u4f8b\u76f4\u63a5\u590d\u7528\u7f13\u5b58\u3001\u65e0\u9700\u91cd\u65b0\u8ba1\u7b97\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e0d\u662f\u4e00\u5bb6\u5382\u5546\u7684\u5c0f\u6280\u5de7\uff0c\u800c\u662f\u884c\u4e1a\u5171\u8bc6\u3002Anthropic \u516c\u5f00\u53e3\u5f84\u663e\u793a\uff0cPrompt Caching \u547d\u4e2d\u540e\uff0c\u8f93\u5165\u6210\u672c\u6700\u9ad8\u53ef\u964d\u7ea6 90%\u3001\u5ef6\u8fdf\u6700\u591a\u53ef\u538b\u7f29\u7ea6 85%\uff1bOpenAI \u5bf9\u7f13\u5b58\u8f93\u5165 token \u7684\u5b9a\u4ef7\u7ea6\u4e3a\u5e38\u89c4\u8f93\u5165\u7684\u4e00\u534a\uff1bGoogle 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class=\"wp-block-paragraph\">\u5355\u8bf7\u6c42\u7f13\u5b58\u53ea\u662f\u7b2c\u4e00\u6b65\uff0c\u771f\u6b63\u7684\u6218\u573a\u5728\u591a\u8282\u70b9\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u661f\u5b87\u667a\u7b97\u65e0\u9650\u753b\u5e03\u662f\u8282\u70b9\u5f0f\u67b6\u6784\uff1a\u6bcf\u4e00\u6b21\u751f\u6210\uff0c\u63d0\u793a\u8bcd\u3001\u53c2\u8003\u56fe\u3001\u53c2\u6570\u81ea\u52a8\u7559\u5b58\uff0c\u652f\u6301\u5feb\u7167\u56de\u6eda\u3001\u5206\u652f\u8fed\u4ee3\u3002\u540c\u4e00\u8282\u70b9\u94fe\u8def\u53ef\u4ee5\u5b58\u6210\u6a21\u677f\uff0c\u7cfb\u5217\u77ed\u89c6\u9891\u3001\u7535\u5546\u7269\u6599\u53ea\u9700\u66ff\u6362\u7d20\u6750\u5373\u53ef\u6279\u91cf\u4ea7\u51fa\uff1b\u6a21\u677f\u5e02\u573a\u5df2\u5185\u7f6e\u6f2b\u5267\u3001\u7535\u5546\u3001\u6545\u4e8b\u677f\u7b49\u884c\u4e1a\u6a21\u677f\uff0c\u6253\u5f00\u5373\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5957\u7ed3\u6784\uff0c\u5929\u7136\u662f\u7f13\u5b58\u7684&#8221;\u5bcc\u77ff&#8221;\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8282\u70b9\u4e0e\u8282\u70b9\u4e4b\u95f4\uff0c\u5171\u4eab\u5927\u91cf\u4e0a\u4e0b\u6587\uff0c\u547d\u4e2d\u7a7a\u95f4\u5927\uff1b<\/li>\n\n\n\n<li>\u5206\u652f\u4e0e\u5206\u652f\u4e4b\u95f4\uff0c\u591a\u6570\u5185\u5bb9\u540c\u6e90\uff0c\u53ea\u6709\u5dee\u5f02\u9700\u8981\u65b0\u7b97\uff1b<\/li>\n\n\n\n<li>\u8fed\u4ee3\u4e0e\u8fed\u4ee3\u4e4b\u95f4\uff0c\u6539\u7684\u662f\u5c40\u90e8\uff0c\u7ee7\u627f\u7684\u662f\u5168\u5c40\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6ca1\u6709\u7f13\u5b58\uff0cN \u4e2a\u8282\u70b9 \u00d7 M \u8f6e\u4fee\u6539\uff0c\u5c31\u662f N\u00d7M \u6b21\u91cd\u590d prefill\uff1b\u6709\u7f13\u5b58\uff0c\u6bcf\u6b21\u53ea\u7b97&#8221;\u53d8\u5316\u7684\u90e8\u5206&#8221;\u3002\u5bf9\u751f\u6210\u5f0f\u8bbe\u8ba1\u3001\u6279\u91cf\u51fa\u56fe\u3001\u957f\u6d41\u7a0b\u521b\u4f5c\u8fd9\u7c7b\u8d1f\u8f7d\uff0c\u547d\u4e2d\u7387\u6bcf\u63d0\u9ad8 10 \u4e2a\u767e\u5206\u70b9\uff0c\u7701\u4e0b\u7684\u90fd\u662f\u5b9e\u6253\u5b9e\u7684\u7b97\u529b\u3001\u65f6\u95f4\u548c\u94b1\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">04 \u65e0\u9650\u753b\u5e03\u600e\u4e48\u628a\u547d\u4e2d\u7387\u505a\u4e0a\u53bb\uff1a\u4e09\u7ea7\u70ed\u7f13\u5b58 + \u589e\u91cf\u590d\u7528<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u74e6\u7247\u6ce8\u610f\u529b\u89e3\u51b3&#8221;\u7b97\u5f97\u66f4\u5c11&#8221;\uff0c\u70ed\u7f13\u5b58\u89e3\u51b3&#8221;\u5b58\u5f97\u66f4\u5de7&#8221;\u3002Vera1.1 \u7684\u7f13\u5b58\u8bbe\u8ba1\u5206\u4e24\u5c42\uff1a\u65f6\u5e8f KV \u7f13\u5b58\u4fdd\u5b58\u5404\u5e27 K\/V\uff0c\u4fdd\u8bc1\u5e27\u95f4\u8fd0\u52a8\u4e00\u81f4\uff1b\u7a7a\u95f4\u4e2d\u95f4\u7279\u5f81\u7f13\u5b58\u4fdd\u5b58 DiT \u4e2d\u95f4\u5c42\u7279\u5f81\uff0c\u5916\u6269\u65f6\u539f\u59cb\u533a\u57df\u76f4\u63a5\u590d\u7528\uff0c\u4e0d\u7528\u91cd\u8dd1\u524d\u5411\u4f20\u64ad\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u518d\u6309\u70ed\u5ea6\u505a\u4e09\u7ea7\u8c03\u5ea6\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u70ed\u533a<\/strong>\uff1a\u6d3b\u52a8\u5e27\u7279\u5f81\u5e38\u9a7b\u663e\u5b58\uff0c\u4fdd\u901f\u5ea6\uff1b<\/li>\n\n\n\n<li><strong>\u6e29\u533a<\/strong>\uff1a\u8fc7\u6e21\u5e27\u7279\u5f81\u4f4e\u7cbe\u5ea6\u7f13\u5b58\uff0c\u968f\u65f6\u53ef\u6362\u51fa\uff1b<\/li>\n\n\n\n<li><strong>\u51b7\u533a<\/strong>\uff1a\u975e\u6d3b\u52a8\u5e27\u7279\u5f81\u6362\u51fa\u5230\u5185\u5b58\uff0c\u7a97\u53e3\u6ed1\u8fd1\u65f6\u63d0\u524d\u52a0\u8f7d\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5957\u8bbe\u8ba1\uff0c\u6b63\u5e38\u573a\u666f\u901f\u5ea6\u635f\u5931\u63a7\u5236\u5728 10% \u4ee5\u5185\uff0c\u5374\u80fd\u7701\u51fa 25%\u201330% \u663e\u5b58\u3002\u771f\u6b63\u7684\u6536\u76ca\u5728\u589e\u91cf\u590d\u7528\uff1a\u76f8\u90bb\u89c6\u53e3\u901a\u5e38\u6709 70% \u4ee5\u4e0a\u533a\u57df\u91cd\u53e0\uff0c\u63a5\u5165\u4e09\u7ea7\u7f13\u5b58\u540e\uff0c\u8fde\u7eed\u6ed1\u52a8\u573a\u666f\u751f\u6210\u8017\u65f6\u964d\u81f3\u57fa\u51c6\u7684 38%\uff0c\u63a5\u7f1d\u7455\u75b5\u7387\u4ece 42% \u964d\u5230 3%\uff0c\u663e\u5b58\u4ec5\u591a\u5360 8%\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ea7\u54c1\u5c42\u9762\u66f4\u76f4\u89c2\u3002\u793e\u533a\u5b9e\u6d4b\u661f\u5b87\u667a\u7b97\u5de5\u4f5c\u53f0\u7684\u70ed\u7f13\u5b58\u8d44\u6e90\u547d\u4e2d\u7387\u8fbe 89%\u2014\u2014\u91cd\u590d\u4f7f\u7528\u540c\u4e00\u89d2\u8272\u7d20\u6750\u65f6\uff0c\u751f\u6210\u901f\u5ea6\u663e\u8457\u63d0\u5347\uff0c\u5355\u4efb\u52a1\u5e73\u5747\u8017\u65f6\u7ea6 112 \u79d2\uff08\u4e91\u7aef SaaS \u53e3\u5f84\uff09\u3002\u5bf9\u521b\u4f5c\u8005\u6765\u8bf4\uff0c\u8fd9\u4e00\u5207\u662f\u900f\u660e\u7684\uff1a\u4e0d\u7528\u6539\u4efb\u4f55\u4e60\u60ef\uff0c\u53ea\u7ba1\u7ee7\u7eed\u6539\u3001\u7ee7\u7eed\u8c03\uff0c\u901f\u5ea6\u548c\u6210\u672c\u5df2\u7ecf\u6084\u6084\u4f18\u5316\u3002\u5e73\u53f0\u63d0\u4f9b SaaS \u4e91\u7aef\u3001\u661f\u6865 API\u3001\u79c1\u6709\u5316\u90e8\u7f72\u4e09\u79cd\u5f62\u6001\uff0c\u661f\u5143\u6309\u91cf\u8ba1\u8d39\uff0c\u7528\u591a\u5c11\u7b97\u591a\u5c11\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">05 \u6570\u5b57\u4e0d\u8bf4\u8c0e\uff1a\u6536\u76ca\u53ef\u9a8c\u8bc1\uff0c\u53e3\u5f84\u53ef\u8ffd\u6eaf<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5224\u65ad\u4e00\u5957\u7cfb\u7edf\u662f\u4e0d\u662f&#8221;\u771f\u4f18\u5316&#8221;\uff0c\u8981\u770b\u80fd\u4e0d\u80fd\u7ed9\u51fa\u53ef\u9a8c\u8bc1\u7684\u6570\u5b57\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u7ef4\u5ea6<\/td><td>\u65e0\u9650\u753b\u5e03\uff08Vera1.1 \u516c\u5f00\/\u793e\u533a\u5b9e\u6d4b\u53e3\u5f84\uff09<\/td><\/tr><tr><td>\u70ed\u7f13\u5b58\u8d44\u6e90\u547d\u4e2d\u7387<\/td><td>89%\uff08\u793e\u533a\u5b9e\u6d4b\uff0c\u4e91\u7aef SaaS\uff09<\/td><\/tr><tr><td>\u8fde\u7eed\u6ed1\u52a8\u751f\u6210\u8017\u65f6<\/td><td>\u964d\u81f3\u57fa\u51c6\u7684 38%<\/td><\/tr><tr><td>\u63a5\u7f1d\u7455\u75b5\u7387<\/td><td>42% \u2192 3%<\/td><\/tr><tr><td>\u663e\u5b58\u589e\u91cf<\/td><td>\u4ec5\u591a\u5360\u7ea6 8%<\/td><\/tr><tr><td>\u5355\u4efb\u52a1\u5e73\u5747\u8017\u65f6<\/td><td>\u7ea6 112 \u79d2\uff08\u793e\u533a\u5b9e\u6d4b\u53e3\u5f84\uff09<\/td><\/tr><tr><td>\u5355\u96c6\u5236\u4f5c\u5468\u671f\uff083 \u5206\u949f\u77ed\u5267\uff09<\/td><td>7 \u5929 \u2192 3 \u5929\uff08\u5185\u6d4b\u53e3\u5f84\uff09<\/td><\/tr><tr><td>\u540e\u671f\u62fc\u63a5\u5de5\u65f6\u5360\u6bd4<\/td><td>32% \u2192 8%\uff08\u5185\u6d4b\u53e3\u5f84\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u636e\u4e4b\u5916\uff0c\u884c\u4e1a\u4e5f\u5728\u7ed9\u8fd9\u6761\u8def\u5f84\u80cc\u4e66\uff1a\u5934\u90e8\u63a8\u7406\u6808\u666e\u904d\u5185\u7f6e\u7f13\u5b58\u80fd\u529b\uff0c\u5f00\u6e90\u5f15\u64ce\u9ed8\u8ba4\u5f00\u542f\u524d\u7f00\u7f13\u5b58\uff0c\u7b2c\u4e09\u65b9\u5a92\u4f53\u5b9e\u6d4b\u540c\u6837\u8ba4\u53ef&#8221;\u8282\u70b9\u5f0f\u5de5\u4f5c\u6d41 + \u81ea\u52a8\u7559\u5b58&#8221;\u5e26\u6765\u7684\u5c11\u8bd5\u9519\u3001\u5c11\u8fd4\u5de5\u3001\u53ef\u590d\u7528\u3002\u7f13\u5b58\uff0c\u5df2\u7ecf\u4ece\u4f18\u5316\u9879\u53d8\u6210\u4e86\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">06 \u547d\u4e2d\u7387\u4e0d\u662f\u8d8a\u9ad8\u8d8a\u597d\uff1a\u4e09\u4e2a\u8fb9\u754c\u8981\u770b\u6e05<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u8bdd\u8bf4\u900f\uff0c\u6536\u76ca\u90fd\u662f\u8bbe\u8ba1\u51fa\u6765\u7684\uff0c\u4e0d\u662f\u767d\u9001\u7684\u3002\u4e09\u4e2a\u8fb9\u754c\uff0c\u884c\u4e1a\u901a\u7528\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e00\u81f4\u6027\u6709\u6210\u672c\u3002<\/strong> 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