{"id":3047,"date":"2026-07-01T15:50:41","date_gmt":"2026-07-01T12:50:41","guid":{"rendered":"https:\/\/shareai.now\/?p=3047"},"modified":"2026-07-01T15:50:42","modified_gmt":"2026-07-01T12:50:42","slug":"kv%e7%b7%a9%e5%ad%98%e8%b7%af%e7%94%b1llm%e9%a0%90%e5%a1%ab%e5%85%85","status":"publish","type":"post","link":"https:\/\/shareai.now\/yue\/%e9%83%a8%e8%90%bd%e6%a0%bc\/%e9%96%8b%e7%99%bc%e8%80%85\/kv%e7%b7%a9%e5%ad%98%e8%b7%af%e7%94%b1llm%e9%a0%90%e5%a1%ab%e5%85%85\/","title":{"rendered":"KV\u7de9\u5b58\u8def\u7531\uff1a\u6e1b\u5c11\u5197\u9918\u5605LLM\u9810\u586b\u5de5\u4f5c"},"content":{"rendered":"<p>\u7576\u4f60\u5605LLM\u6d41\u91cf\u4e2d\u91cd\u8907\u5605\u63d0\u793a\u524d\u7db4\u4e0d\u65b7\u51fa\u73fe\u6642\uff0cKV\u7de9\u5b58\u8def\u7531\u5c31\u8b8a\u5f97\u597d\u91cd\u8981\u3002\u5982\u679c\u6b63\u78ba\u5605\u8acb\u6c42\u843d\u55ba\u6b63\u78ba\u5605\u526f\u672c\u4e0a\uff0c\u670d\u52d9\u5f15\u64ce\u53ef\u4ee5\u91cd\u7528\u7de9\u5b58\u5605\u6ce8\u610f\u529b\u72c0\u614b\uff0c\u800c\u5514\u9700\u8981\u4e00\u518d\u91cd\u65b0\u8a08\u7b97\u76f8\u540c\u5605\u9810\u586b\u5145token\u3002.<\/p>\n\n\n\n<p>\u5462\u807d\u8d77\u569f\u4f3c\u4fc2\u57fa\u790e\u8a2d\u65bd\u5605\u7d30\u7bc0\uff0c\u4f46\u597d\u5feb\u5c31\u6703\u8b8a\u6210\u7522\u54c1\u554f\u984c\u3002\u9577\u7cfb\u7d71\u63d0\u793a\u3001RAG\u4e0a\u4e0b\u6587\u3001\u5c11\u91cf\u793a\u4f8b\u540c\u591a\u8f2a\u5c0d\u8a71\u6b77\u53f2\u53ef\u4ee5\u4ee4\u9810\u586b\u5145\u5de5\u4f5c\u8b8a\u5f97\u6602\u8cb4\u3002\u7576\u6bcf\u500b\u526f\u672c\u90fd\u91cd\u65b0\u8a08\u7b97\u76f8\u540c\u5605\u524d\u7db4\u6642\uff0c\u5718\u968a\u9700\u8981\u4ed8\u51fa\u5ef6\u9072\u3001GPU\u6642\u9593\u540c\u5bb9\u91cf\u898f\u5283\u5605\u4ee3\u50f9\u3002.<\/p>\n\n\n\n<p>ShareAI\u70ba\u958b\u767c\u8005\u63d0\u4f9b\u4e00\u500bAPI\uff0c\u8986\u84cb150+\u6a21\u578b\u3001\u5e02\u5834\u53ef\u898b\u6027\u3001\u8def\u7531\u540c\u6545\u969c\u5207\u63db\u3002KV\u7de9\u5b58\u8def\u7531\u4f4d\u65bc\u6a21\u578b\u670d\u52d9\u57fa\u790e\u8a2d\u65bd\u5167\u5605\u4e0b\u4e00\u5c64\u3002\u5c0d\u65bcShareAI\u8b80\u8005\u569f\u8b1b\uff0c\u6709\u7528\u5605\u7d50\u8ad6\u597d\u7c21\u55ae\uff1a\u55baAI\u5806\u68e7\u5605\u6bcf\u4e00\u5c64\uff0c\u5f9e\u6a21\u578b\u9078\u64c7\u5230\u908a\u500bGPU\u526f\u672c\u8655\u7406\u91cd\u8907\u63d0\u793a\uff0c\u8def\u7531\u6c7a\u7b56\u90fd\u597d\u91cd\u8981\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u9ede\u89e3KV\u7de9\u5b58\u8def\u7531\u91cd\u8981<\/h2>\n\n\n\n<p>\u55baLLM\u63a8\u7406\u904e\u7a0b\u4e2d\uff0c\u6a21\u578b\u9996\u5148\u55ba\u9810\u586b\u5145\u968e\u6bb5\u8655\u7406\u8f38\u5165\u63d0\u793a\u3002\u4f62\u6703\u5efa\u7acb\u4e00\u500b\u9375\u503c\u7de9\u5b58\uff0c\u901a\u5e38\u53eb\u505aKV\u7de9\u5b58\uff0c\u5481\u5f8c\u7e8c\u751f\u6210\u5605token\u53ef\u4ee5\u56de\u9867\u5df2\u7d93\u8655\u7406\u904e\u5605\u4e0a\u4e0b\u6587\u3002.<\/p>\n\n\n\n<p>\u524d\u7db4\u7de9\u5b58\u5141\u8a31\u670d\u52d9\u5f15\u64ce\u55ba\u5f8c\u7e8c\u8acb\u6c42\u5171\u4eab\u76f8\u540c\u63d0\u793a\u958b\u982d\u6642\u91cd\u7528\u55f0\u500b\u7de9\u5b58\u3002 <a href=\"https:\/\/docs.vllm.ai\/en\/v0.18.1\/features\/automatic_prefix_caching\/?utm_source=shareai.now&#038;utm_medium=content&#038;utm_campaign=kv-cache-routing-llm-prefill\">vLLM\u81ea\u52d5\u524d\u7db4\u7de9\u5b58\u6587\u6a94<\/a> 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\u63cf\u8ff0\u5497\u4e00\u500b\u7aef\u9ede\u9078\u64c7\u5668\uff0c\u55ba\u9078\u64c7\u8acb\u6c42\u53bb\u908a\u5ea6\u6642\u6703\u8003\u616eKV\u7de9\u5b58\u4f4d\u7f6e\u3001\u672c\u8eab\u8ca0\u8f09\u540c\u512a\u5148\u7d1a\u3002.<\/p>\n\n\n\n<p>\u5462\u500b\u65b9\u6cd5\u6bd4\u8f03\u8907\u96dc\uff0c\u4f46\u5c0d\u65bc\u9ad8\u541e\u5410\u91cf\u5605\u8266\u968a\uff0c\u7de9\u5b58\u672a\u547d\u4e2d\u88ab\u6e2c\u91cf\u3001\u6602\u8cb4\u540c\u983b\u7e41\u5605\u60c5\u6cc1\uff0c\u5462\u500b\u4fc2\u6b63\u78ba\u5605\u65b9\u5411\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f55\u6642\u8df3\u904e<\/h2>\n\n\n\n<p>KV\u7de9\u5b58\u8def\u7531\u5514\u4e00\u5b9a\u503c\u5f97\u5462\u500b\u8907\u96dc\u6027\u3002\u7576\u63d0\u793a\u77ed\u3001\u57fa\u672c\u552f\u4e00\u6216\u8005\u55ba\u6279\u91cf\u8655\u7406\u4e2d\u7d50\u69cb\u91cd\u8907\u5c11\u5605\u60c5\u6cc1\u4e0b\uff0c\u4f62\u5514\u4fc2\u597d\u9069\u5408\u3002.<\/p>\n\n\n\n<p>\u6587\u6a94\u6458\u8981\u3001\u5275\u610f\u751f\u6210\u3001\u4e00\u6b21\u6027\u63d0\u53d6\u540c\u597d\u591a\u7570\u6b65\u6279\u91cf\u4efb\u52d9\u53ef\u80fd\u5187\u8db3\u5920\u5605\u5171\u4eab\u524d\u7db4\u91cd\u758a\u53bb\u8b49\u660e\u4f7f\u7528\u7de9\u5b58\u611f\u77e5\u8def\u7531\u5605\u5408\u7406\u6027\u3002\u55ba\u5462\u5572\u60c5\u6cc1\u4e0b\uff0c\u666e\u901a\u8ca0\u8f09\u5747\u8861\u53ef\u80fd\u6703\u66f4\u7c21\u6f54\u3002.<\/p>\n\n\n\n<p>\u5be6\u969b\u6e2c\u8a66\u4fc2\u6e2c\u91cf\uff1a\u7de9\u5b58\u547d\u4e2d\u7387\u3001\u7b2c\u4e00\u500btoken\u5605\u6642\u9593\u3001\u541e\u5410\u91cf\u3001\u968a\u5217\u6df1\u5ea6\u3001GPU\u8a18\u61b6\u9ad4\u58d3\u529b\u540c\u6bcf\u500b\u5b8c\u6210\u4efb\u52d9\u5605\u6210\u672c\u3002\u5982\u679c\u7de9\u5b58\u611f\u77e5\u8def\u7531\u5187\u6539\u8b8a\u5462\u5572\u6578\u64da\uff0c\u5148\u4fee\u6b63\u63d0\u793a\u7d50\u69cb\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5462\u500b\u9ede\u540cShareAI\u914d\u5408<\/h2>\n\n\n\n<p>ShareAI\u4fc2\u4e00\u500bAI\u5e02\u5834\u540cAPI\uff0c\u5514\u4fc2\u4f60GPU\u96c6\u7fa4\u5165\u9762\u5605\u6a21\u578b\u670d\u52d9\u8ca0\u8f09\u5747\u8861\u5668\u3002\u958b\u767c\u8005\u7528ShareAI\u901a\u904e\u4e00\u500bAPI\u8a2a\u554f\u591a\u500b\u6a21\u578b\uff0c\u6bd4\u8f03\u5e02\u5834\u4fe1\u865f\u3001\u8def\u7531\u8acb\u6c42\u3001\u7ba1\u7406\u4f7f\u7528\u91cf\uff0c\u7576\u8def\u7531\u6027\u80fd\u4e0b\u964d\u6642\u9032\u884c\u6545\u969c\u8f49\u79fb\u3002.<\/p>\n\n\n\n<p>\u5462\u500b\u4ecd\u7136\u4ee4KV\u7de9\u5b58\u8def\u7531\u76f8\u95dc\u3002\u5982\u679c\u4f60\u904b\u884c\u81ea\u5df1\u5605\u63a8\u7406\u5806\u68e7\uff0c\u4f62\u5e6b\u4f60\u554f\u66f4\u597d\u5605\u57fa\u790e\u8a2d\u65bd\u554f\u984c\u3002\u5982\u679c\u4f60\u4f7f\u7528\u6258\u7ba1\u6a21\u578b\uff0c\u4f62\u5e6b\u4f60\u8a55\u4f30\u9ede\u89e3\u5169\u689d\u6709\u76f8\u4f3c\u6a21\u578b\u540d\u5605\u8def\u7531\u55ba\u5be6\u969b\u5de5\u4f5c\u8ca0\u8f09\u4e0b\u53ef\u80fd\u8868\u73fe\u5514\u540c\u3002.<\/p>\n\n\n\n<p>\u5c0d\u65bc\u5efa\u8a2d\u8005\uff0c\u5462\u500b\u4ea6\u90fd\u540c\u5b9a\u50f9\u6709\u95dc\u3002\u4e00\u500b\u6709\u9577\u63d0\u793a\u3001\u91cd\u8907RAG\u4e0a\u4e0b\u6587\u6216\u8005\u4ee3\u7406\u5faa\u74b0\u5605\u61c9\u7528\u53ef\u4ee5\u5275\u9020\u975e\u5e38\u5514\u5747\u52fb\u5605AI\u4f7f\u7528\u91cf\u3002ShareAI Builder\u8b93\u61c9\u7528\u7a0b\u5e8f\u64c1\u6709\u8005\u901a\u904eShareAI\u8def\u7531AI\u63a8\u7406\u6d41\u91cf\uff0c\u8a2d\u7f6e\u5229\u6f64\u6216\u8005\u9644\u52a0\u8cbb\uff0c\u8b93\u5ba2\u6236\u652f\u4ed8ShareAI\u5605\u8def\u7531\u4f7f\u7528\u8cbb\uff0c\u4e26\u6839\u64da\u751f\u6210\u5605\u4f7f\u7528\u91cf\u6bcf\u6708\u6536\u5230\u4ed8\u6b3e\u3002\u61c9\u7528\u7a0b\u5e8f\u672c\u8eab\u4ecd\u7136\u55baShareAI\u5916\u9762\u5efa\u8a2d\u3002.<\/p>\n\n\n\n<p>\u5c0d\u65bc\u6a21\u578b\u9078\u64c7\u540c\u8def\u7531\u8a55\u4f30\uff0c\u5f9e <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&#038;utm_medium=content&#038;utm_campaign=kv-cache-routing-llm-prefill\">\u4f86\u81eaShareAI\u6a21\u578b\u5e02\u5834<\/a>. \u3002\u5c0d\u65bc\u5be6\u65bd\u57fa\u790e\uff0c\u7528 <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&#038;utm_medium=content&#038;utm_campaign=kv-cache-routing-llm-prefill\">ShareAI API\u53c3\u8003<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">KV\u7de9\u5b58\u8def\u7531\u6aa2\u67e5\u8868<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5c07\u7a69\u5b9a\u5605\u63d0\u793a\u5167\u5bb9\u653e\u55ba\u524d\u9762\uff1a\u7cfb\u7d71\u63d0\u793a\u3001\u5de5\u5177\u898f\u5247\u3001\u4f8b\u5b50\u540c\u91cd\u8907\u4e0a\u4e0b\u6587\u3002.<\/li><li>\u5c07\u52d5\u614b\u5b57\u6bb5\u653e\u55ba\u5f8c\u9762\uff1a\u6642\u9593\u6233\u3001\u8acb\u6c42ID\u3001\u7528\u6236\u7279\u5b9a\u4e8b\u5be6\u540c\u4e00\u6b21\u6027\u6307\u4ee4\u3002.<\/li><li>\u55ba\u8def\u7531\u66f4\u6539\u4e4b\u524d\u540c\u4e4b\u5f8c\u6e2c\u91cf\u7de9\u5b58\u547d\u4e2d\u7387\u3002.<\/li><li>\u4e00\u9f4a\u89c0\u5bdf\u7b2c\u4e00\u500btoken\u5605\u6642\u9593\u3001\u541e\u5410\u91cf\u3001\u968a\u5217\u6df1\u5ea6\u540cVRAM\u58d3\u529b\u3002.<\/li><li>\u55ba\u69cb\u5efa\u7de9\u5b58\u4e8b\u4ef6\u611f\u77e5\u8def\u7531\u4e4b\u524d\uff0c\u5148\u5f9e\u524d\u7db4\u54c8\u5e0c\u8def\u7531\u958b\u59cb\u3002.<\/li><li>\u6309\u5de5\u4f5c\u8ca0\u8f09\u5206\u5272\u8def\u7531\u898f\u5247\uff0c\u800c\u5514\u4fc2\u5f37\u5236\u4e00\u500b\u5168\u5c40\u7b56\u7565\u3002.<\/li><li>\u55ba\u61c9\u7528\u7a0b\u5e8f\u5c64\u9762\u4fdd\u6301\u6210\u672c\u540c\u5ef6\u9072\u53ef\u898b\uff0c\u800c\u5514\u4fc2\u53ea\u55ba\u63a8\u7406\u96c6\u7fa4\u5167\u90e8\u3002.<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u898b\u554f\u984c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u54a9\u4fc2KV\u5feb\u53d6\u8def\u7531\uff1f<\/h3>\n\n\n<p>KV\u5feb\u53d6\u8def\u7531\u4fc2\u4e00\u7a2e\u8def\u7531\u7b56\u7565\uff0c\u5c07\u6709\u91cd\u8907\u63d0\u793a\u524d\u7db4\u5605\u8acb\u6c42\u767c\u9001\u5230\u53ef\u80fd\u5df2\u7d93\u6301\u6709\u5339\u914dKV\u5feb\u53d6\u5605\u526f\u672c\u3002\u76ee\u6a19\u4fc2\u6e1b\u5c11\u5197\u9918\u5605\u9810\u586b\u8a08\u7b97\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">KV\u5feb\u53d6\u8def\u7531\u540c\u524d\u7db4\u5feb\u53d6\u6709\u54a9\u5514\u540c\uff1f<\/h3>\n\n\n<p>\u524d\u7db4\u5feb\u53d6\u4fc2\u6a21\u578b\u670d\u52d9\u5f15\u64ce\u80fd\u5920\u91cd\u7528\u5171\u4eab\u63d0\u793a\u524d\u7db4\u5605\u5feb\u53d6\u72c0\u614b\u3002KV\u5feb\u53d6\u8def\u7531\u4fc2\u4e00\u7a2e\u6d41\u91cf\u5206\u914d\u7b56\u7565\uff0c\u5e6b\u52a9\u5339\u914d\u5605\u8acb\u6c42\u843d\u5230\u5df2\u7d93\u5b58\u5728\u5feb\u53d6\u72c0\u614b\u5605\u5730\u65b9\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9ede\u89e3\u8f2a\u5faa\u8def\u7531\u6703\u5f71\u97ff\u524d\u7db4\u5feb\u53d6\uff1f<\/h3>\n\n\n<p>\u8f2a\u5faa\u8def\u7531\u5c07\u8acb\u6c42\u5206\u6563\u5230\u526f\u672c\uff0c\u4f46\u5514\u77e5\u9053\u908a\u500b\u526f\u672c\u6709\u908a\u500b\u5feb\u53d6\u524d\u7db4\u3002\u4e00\u500b\u91cd\u8907\u5605\u63d0\u793a\u53ef\u80fd\u6703\u932f\u904e\u5feb\u53d6\uff0c\u53ea\u56e0\u70ba\u4f62\u843d\u5230\u5497\u5514\u540c\u5605\u526f\u672c\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u908a\u5572\u5de5\u4f5c\u8ca0\u8f09\u6700\u53d7\u76ca\u65bcKV\u5feb\u53d6\u8def\u7531\uff1f<\/h3>\n\n\n<p>\u591a\u8f2a\u5c0d\u8a71\u3001RAG\u3001\u7de8\u78bc\u4ee3\u7406\u3001\u652f\u63f4\u4ee3\u7406\u3001\u5c11\u91cf\u793a\u4f8b\u63d0\u793a\u540c\u6709\u9577\u5171\u4eab\u7cfb\u7d71\u63d0\u793a\u5605\u61c9\u7528\u4fc2\u6700\u5f37\u5605\u5019\u9078\uff0c\u56e0\u70ba\u4f62\u54cb\u91cd\u7528\u5497\u5927\u91cf\u5605\u63d0\u793a\u524d\u7db4\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u54a9\u6642\u5019\u61c9\u8a72\u8df3\u904eKV\u5feb\u53d6\u8def\u7531\uff1f<\/h3>\n\n\n<p>\u7576\u63d0\u793a\u77ed\u3001\u4e3b\u8981\u4fc2\u7368\u7279\u5605\uff0c\u6216\u8005\u4fc2\u6279\u91cf\u5c0e\u5411\u4e14\u7d50\u69cb\u91cd\u8907\u5c11\u5605\u60c5\u6cc1\u4e0b\u8df3\u904e\u3002\u5462\u5572\u60c5\u6cc1\u4e0b\uff0c\u8def\u7531\u5605\u8907\u96dc\u6027\u53ef\u80fd\u5187\u4e5c\u50f9\u503c\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">vLLM\u540cSGLang\u652f\u63f4\u524d\u7db4\u5feb\u53d6\u55ce\uff1f<\/h3>\n\n\n<p>\u652f\u63f4\u3002vLLM\u6587\u4ef6\u8a18\u9304\u5497\u81ea\u52d5\u524d\u7db4\u5feb\u53d6\uff0cSGLang\u6587\u4ef6\u8a18\u9304\u5497\u5171\u4eabKV\u5feb\u53d6\u55ba\u5e38\u898b\u5605\u6a19\u8a18\u5e8f\u5217\u4e2d\u5605\u524d\u7db4\u5feb\u53d6\u3002\u7576\u6d89\u53ca\u591a\u500b\u526f\u672c\u6642\uff0c\u670d\u52d9\u5f15\u64ce\u4ecd\u7136\u9700\u8981\u8def\u7531\u5e6b\u52a9\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">KV\u5feb\u53d6\u8def\u7531\u540c\u8a9e\u7fa9\u5feb\u53d6\u4fc2\u54aa\u4e00\u6a23\uff1f<\/h3>\n\n\n<p>\u5514\u4fc2\u3002KV\u5feb\u53d6\u8def\u7531\u4fc2\u55ba\u63a8\u7406\u670d\u52d9\u4e2d\u8655\u7406\u7cbe\u78ba\u6216\u8fd1\u4f3c\u7d50\u69cb\u524d\u7db4\u91cd\u7528\u3002\u8a9e\u7fa9\u5feb\u53d6\u4fc2\u57fa\u65bc\u610f\u601d\u5b58\u5132\u540c\u91cd\u7528\u97ff\u61c9\u6216\u8005\u4e2d\u9593\u7d50\u679c\uff0c\u901a\u5e38\u4f7f\u7528\u5d4c\u5165\u6216\u8005\u76f8\u4f3c\u5ea6\u95be\u503c\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ShareAI\u4fc2\u54aa\u53d6\u4ee3\u5497\u652f\u6301KV\u5feb\u53d6\u5605\u8ca0\u8f09\u5747\u8861\u5668\uff1f<\/h3>\n\n\n<p>\u5514\u4fc2\u3002ShareAI\u4fc2AI\u5e02\u5834\u540cAPI\u5c64\uff0c\u7528\u569f\u63d0\u4f9b\u6a21\u578b\u8a2a\u554f\u3001\u8def\u7531\u3001\u6545\u969c\u8f49\u79fb\u3001\u4f7f\u7528\u540c\u57cb\u8a08\u8cbb\u3002KV-cache-aware\u8def\u7531\u4fc2\u4f4e\u5c64\u6a21\u578b\u670d\u52d9\u57fa\u790e\u8a2d\u65bd\uff0c\u7540\u5572\u5718\u968a\u64cd\u4f5c\u63a8\u7406\u526f\u672c\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5efa\u8a2d\u8005\u61c9\u8a72\u9ede\u6a23\u7747KV\u7de9\u5b58\u8def\u7531\uff1f<\/h3>\n\n\n<p>\u5efa\u8a2d\u8005\u61c9\u8a72\u5c07\u7de9\u5b58\u884c\u70ba\u8996\u70baAI\u91cd\u5ea6\u61c9\u7528\u7a0b\u5f0f\u5165\u9762\u5605\u4e00\u500b\u6210\u672c\u9a45\u52d5\u56e0\u7d20\u3002\u5982\u679c\u4f62\u54cb\u5605\u61c9\u7528\u7a0b\u5f0f\u4f7f\u7528\u5514\u5747\u52fb\uff0cShareAI\u53ef\u4ee5\u5e6b\u52a9\u8def\u7531\u540c\u57cb\u8ca8\u5e63\u5316\u55f0\u5572AI\u6d41\u91cf\uff0c\u540c\u6642\u61c9\u7528\u7a0b\u5f0f\u4ecd\u7136\u55baShareAI\u5916\u9762\u5efa\u8a2d\u540c\u64c1\u6709\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5718\u968a\u55ba\u6539\u8b8a\u8def\u7531\u4e4b\u524d\u61c9\u8a72\u6e2c\u91cf\u54a9\uff1f<\/h3>\n\n\n<p>\u6e2c\u91cf\u7de9\u5b58\u547d\u4e2d\u7387\u3001\u7b2c\u4e00\u500btoken\u5605\u6642\u9593\u3001\u541e\u5410\u91cf\u3001\u968a\u5217\u6df1\u5ea6\u3001VRAM\u58d3\u529b\u3001\u6bcf\u500b\u4efb\u52d9\u5605\u6210\u672c\u540c\u57cb\u8f38\u51fa\u8cea\u91cf\u3002\u8def\u7531\u6539\u8b8a\u61c9\u8a72\u6539\u5584\u5de5\u4f5c\u8ca0\u8f09\uff0c\u800c\u5514\u4fc2\u6de8\u4fc2\u6539\u5584\u5100\u8868\u677f\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">KV\u7de9\u5b58\u8def\u7531\u53ef\u4ee5\u6e1b\u5c11AI 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