{"id":13528,"date":"2026-10-19T09:21:27","date_gmt":"2026-10-19T01:21:27","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/?p=13528"},"modified":"2026-10-19T09:21:28","modified_gmt":"2026-10-19T01:21:28","slug":"%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%e6%97%a0%e9%99%90%e7%94%bb%e5%b8%83%e5%ba%95%e5%b1%82%e6%9e%b6%e6%9e%84%e6%8b%86%e8%a7%a3%ef%bc%9a%e6%8e%a8%e7%90%86%e5%88%86%e7%89%87%e4%b8%8e%e5%88%86%e5%9d%97","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/13528","title":{"rendered":"\u661f\u5b87\u667a\u7b97\u65e0\u9650\u753b\u5e03\u5e95\u5c42\u67b6\u6784\u62c6\u89e3\uff1a\u63a8\u7406\u5206\u7247\u4e0e\u5206\u5757\u751f\u6210\u5982\u4f55\u534f\u540c\u7a81\u7834\u663e\u5b58\u74f6\u9888"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u6458\u8981\uff08146 \u5b57\uff09\uff1a\u5728 AI \u56fe\u50cf\u3001\u957f\u5e45\u5185\u5bb9\u751f\u6210\u573a\u666f\uff0c\u65e0\u9650\u753b\u5e03\u6301\u7eed\u6269\u5c55\u753b\u5e45\u4f1a\u5e26\u6765 Token \u6570\u91cf\u4e8c\u6b21\u589e\u957f\uff0c\u4e2d\u95f4\u7279\u5f81\u7f13\u5b58\u3001KV \u7f13\u5b58\u5feb\u901f\u8017\u5c3d GPU \u663e\u5b58\uff0c\u5355\u5361\u6781\u6613\u89e6\u53d1 OOM\uff0c\u5236\u7ea6\u8d85\u5927\u5c3a\u5bf8\u5185\u5bb9\u843d\u5730\u3002\u661f\u5b87\u667a\u7b97\u65e0\u9650\u753b\u5e03\u5e95\u5c42\u67b6\u6784\uff0c\u901a\u8fc7\u63a8\u7406\u5206\u7247\u4e0e\u5206\u5757\u751f\u6210\u53cc\u5f15\u64ce\u534f\u540c\uff0c\u4ece\u6a21\u578b\u5c42\u3001\u7279\u5f81\u7a7a\u95f4\u5c42\u5b9e\u73b0\u663e\u5b58\u89e3\u8026\u8c03\u5ea6\u3002\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0c\u8be5\u67b6\u6784\u53ef\u5c06\u540c\u89c4\u683c 4K \u957f\u5e45\u751f\u6210\u5cf0\u503c\u663e\u5b58\u964d\u4f4e 43.7%\uff0c\u5728 24GB \u663e\u5b58 GPU \u4e0a\u7a33\u5b9a\u652f\u6301\u6700\u9ad8 6144\u00d71792 \u8d85\u957f\u753b\u5e03\u751f\u6210\uff0c\u517c\u987e\u5168\u5c40\u8bed\u4e49\u4e00\u81f4\u6027\u4e0e\u63a8\u7406\u541e\u5410\uff0c\u4e3a\u4f01\u4e1a\u7ea7\u5927\u89c4\u6a21\u65e0\u9650\u753b\u5e03\u4e1a\u52a1\u63d0\u4f9b\u5de5\u7a0b\u5316\u65b9\u6848\u3002<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1014\" height=\"560\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-97.png\" alt=\"\" class=\"wp-image-13530\" srcset=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-97.png 1014w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-97-300x166.png 300w, https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-97-768x424.png 768w\" sizes=\"auto, (max-width: 1014px) 100vw, 1014px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u65e0\u9650\u753b\u5e03\u4f20\u7edf\u63a8\u7406\uff1a\u663e\u5b58\u74f6\u9888\u7684\u5e95\u5c42\u6210\u56e0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e0\u9650\u753b\u5e03\u7684\u6838\u5fc3\u8bc9\u6c42\u662f\u7a81\u7834\u56fa\u5b9a\u753b\u5e45\u9650\u5236\uff0c\u652f\u6301\u6a2a\u5411\u3001\u7eb5\u5411\u6301\u7eed\u6269\u5c55\u751f\u6210\u957f\u56fe\u3001\u5168\u666f\u56fe\u3001\u8d85\u957f\u53d9\u4e8b\u753b\u9762\u3002\u4f20\u7edf\u5168\u56fe\u63a8\u7406\u6a21\u5f0f\u4e0b\uff0c\u6a21\u578b\u4e00\u6b21\u6027\u52a0\u8f7d\u6574\u5f20\u753b\u5e03\u5168\u90e8\u7279\u5f81\u5e76\u6267\u884c\u5168\u5c40\u81ea\u6ce8\u610f\u529b\u8ba1\u7b97\uff0c\u663e\u5b58\u538b\u529b\u5e76\u975e\u6765\u81ea\u6a21\u578b\u6743\u91cd\u672c\u8eab\uff0c\u800c\u662f\u6765\u81ea\u968f\u753b\u5e45\u6307\u6570\u4e0a\u5347\u7684\u4e2d\u95f4\u5f20\u91cf\u3001\u7a7a\u95f4\u7279\u5f81\u7f13\u5b58\u4e0e KV \u7f13\u5b58\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u753b\u5e03\u5206\u8fa8\u7387\u6269\u5927\uff0c\u56fe\u50cf Token \u6570\u91cf\u7ebf\u6027\u589e\u52a0\uff0c\u81ea\u6ce8\u610f\u529b\u8ba1\u7b97\u590d\u6742\u5ea6\u5448 O (n\u00b2) \u589e\u957f\u3002\u5728\u57fa\u51c6\u5b9e\u6d4b\u4e2d\uff0c\u91c7\u7528\u5355\u5361 24GB GPU\uff0c\u4f20\u7edf\u5168\u56fe\u63a8\u7406\u65b9\u6848\u5728 3072\u00d71024 \u753b\u5e45\u4e0b\u5df2\u903c\u8fd1\u663e\u5b58\u4e0a\u9650\uff1b\u63d0\u5347\u81f3 4K \u957f\u5e45\u573a\u666f\uff0c\u5cf0\u503c\u663e\u5b58\u8fbe\u5230 67.9GB\uff0c\u5355\u5361\u76f4\u63a5\u5185\u5b58\u6ea2\u51fa\u3002\u540c\u65f6\uff0c\u5168\u56fe\u63a8\u7406\u9700\u8981\u4fdd\u7559\u5168\u533a\u57df\u4e2d\u95f4\u7279\u5f81\uff0c\u5927\u91cf\u975e\u5373\u65f6\u8ba1\u7b97\u7684\u7279\u5f81\u5f20\u91cf\u5e38\u9a7b\u663e\u5b58\uff0c\u9020\u6210\u8d44\u6e90\u95f2\u7f6e\uff0cGPU \u5229\u7528\u7387\u4ec5\u7ef4\u6301\u5728 41%~52% \u533a\u95f4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b80\u5355\u5206\u5757\u88c1\u526a\u65b9\u6848\u867d\u80fd\u964d\u4f4e\u5355\u5757\u663e\u5b58\uff0c\u4f46\u666e\u904d\u5b58\u5728\u5757\u95f4\u63a5\u7f1d\u9519\u4f4d\u3001\u5168\u5c40\u6784\u56fe\u65ad\u88c2\u3001\u4e3b\u4f53\u7269\u4f53\u8de8\u5757\u6495\u88c2\u7b49\u95ee\u9898\uff0c\u65e0\u6cd5\u4fdd\u969c\u65e0\u9650\u753b\u5e03\u6301\u7eed\u5ef6\u5c55\u65f6\u7684\u8bed\u4e49\u8fde\u8d2f\u6027\u3002\u5982\u4f55\u5728\u63a7\u5236\u663e\u5b58\u5cf0\u503c\u7684\u524d\u63d0\u4e0b\u7ef4\u6301\u5168\u5c40\u4fe1\u606f\uff0c\u6210\u4e3a\u5de5\u7a0b\u843d\u5730\u6838\u5fc3\u96be\u70b9\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u661f\u5b87\u667a\u7b97\u65e0\u9650\u753b\u5e03\u53cc\u6838\u5fc3\u67b6\u6784\uff1a\u63a8\u7406\u5206\u7247 + \u5206\u5757\u751f\u6210\u5b9a\u4e49<\/h2>\n\n\n\n<p 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