{"id":33206,"date":"2026-06-09T16:58:24","date_gmt":"2026-06-09T08:58:24","guid":{"rendered":"https:\/\/www.varidata.com\/uncategorized-zh-tw\/ai-model-resource-usage-on-servers\/"},"modified":"2026-06-09T17:07:05","modified_gmt":"2026-06-09T09:07:05","slug":"ai-model-resource-usage-on-servers","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/ai-model-resource-usage-on-servers\/","title":{"rendered":"AI \u6a21\u578b\u5c0d\u4f3a\u670d\u5668\u8cc7\u6e90\u7684\u5360\u7528"},"content":{"rendered":"\n<p>\u7576\u5de5\u7a0b\u5e2b\u8a55\u4f30<a href=\"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/self-hosted-gemini-alternatives-on-local-servers\/\" target=\"_blank\">AI \u6a21\u578b<\/a>\u5c0d\u4f3a\u670d\u5668\u8cc7\u6e90\u7684\u5360\u7528\u6642\uff0c\u6700\u5e38\u898b\u7684\u7b2c\u4e00\u500b\u8aa4\u5340\uff0c\u5c31\u662f\u5047\u8a2d\u6240\u6709\u5de5\u4f5c\u8ca0\u8f09\u90fd\u6703\u6cbf\u8457\u540c\u4e00\u65b9\u5411\u64f4\u5c55\u3002\u4e8b\u5be6\u4e26\u975e\u5982\u6b64\u3002\u4e00\u500b\u8f15\u91cf\u7d1a\u5206\u985e\u5668\u3001\u4e00\u500b\u5411\u91cf\u6aa2\u7d22\u5806\u758a\u3001\u4e00\u500b\u64f4\u6563\u5f0f\u751f\u6210\u5668\uff0c\u4ee5\u53ca\u4e00\u500b\u81ea\u56de\u6b78\u8a9e\u8a00\u6a21\u578b\uff0c\u90fd\u53ef\u4ee5\u88ab\u7d71\u7a31\u70ba\u300cAI\u300d\uff0c\u4f46\u5b83\u5011\u5c0d\u786c\u9ad4\u7684\u885d\u64ca\u65b9\u5f0f\u537b\u622a\u7136\u4e0d\u540c\u3002\u6709\u4e9b\u8ca0\u8f09\u6703\u5728\u7b97\u8853\u55ae\u5143\u771f\u6b63\u5fd9\u8d77\u4f86\u4e4b\u524d\uff0c\u5148\u628a\u8a18\u61b6\u9ad4\u983b\u5bec\u5403\u6eff\uff1b\u53e6\u4e00\u4e9b\u5247\u5c0d\u5132\u5b58\u58d3\u529b\u8f03\u8f15\uff0c\u537b\u6703\u5728\u9010 token \u751f\u6210\u7684\u904e\u7a0b\u4e2d\u5c0d\u5ef6\u9072\u6975\u5176\u654f\u611f\u3002\u5c0d\u65bc\u8a08\u5283\u5728\u65e5\u672c\u9032\u884c<a href=\"https:\/\/www.varidata.com\/zh-tw\/server\/tokyo\/\" target=\"_blank\">\u4f3a\u670d\u5668\u79df\u7528<\/a>\u7684\u5718\u968a\u4f86\u8aaa\uff0c\u5c24\u5176\u662f\u5728\u9762\u5411\u672c\u5730\u6d41\u91cf\u3001\u591a\u8a9e\u8a00\u670d\u52d9\u3001\u908a\u7de3\u5f0f\u56de\u61c9\u8def\u5f91\u6216\u53d7\u76e3\u7ba1\u7684\u4f01\u696d\u7d1a\u90e8\u7f72\u5834\u666f\u4e2d\uff0c\u771f\u6b63\u503c\u5f97\u554f\u7684\u554f\u984c\u4e26\u4e0d\u662f\u4e00\u53f0\u4f3a\u670d\u5668\u80fd\u4e0d\u80fd\u904b\u884c\u67d0\u500b\u6a21\u578b\uff0c\u800c\u662f\u54ea\u500b\u5b50\u7cfb\u7d71\u6703\u6700\u5148\u6210\u70ba\u74f6\u9838\u3002<\/p>\n<h2><strong>\u70ba\u4ec0\u9ebc\u4e0d\u540c\u6a21\u578b\u5bb6\u65cf\u6703\u5e36\u4f86\u622a\u7136\u4e0d\u540c\u7684\u57fa\u790e\u8a2d\u65bd\u58d3\u529b<\/strong><\/h2>\n<p>\u8cc7\u6e90\u884c\u70ba\u9996\u5148\u53d6\u6c7a\u65bc\u67b6\u69cb\uff0c\u800c\u4e0d\u662f\u71b1\u5ea6\u3002\u57fa\u65bc Transformer 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\u56e0\u70ba\u89e3\u78bc\u968e\u6bb5\u9700\u8981\u4e00\u8f2a\u53c8\u4e00\u8f2a\u91cd\u8907\u4e0b\u4e00\u6b65\u751f\u6210\uff0c\u56e0\u6b64\u771f\u5be6\u670d\u52d9\u6548\u80fd\u5f80\u5f80\u540c\u6a23\u53d6\u6c7a\u65bc\u8abf\u5ea6\u3001\u6279\u6b21\u8655\u7406\u4ee5\u53ca\u8a18\u61b6\u9ad4\u6548\u7387\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u539f\u59cb\u7b97\u529b\u3002<\/p>\n<ol>\n<li>\u8a13\u7df4\u95dc\u6ce8\u7684\u662f\uff1a\u7cfb\u7d71\u80fd\u5426\u8db3\u5920\u5feb\u5730\u5b8c\u6210\u512a\u5316\u5faa\u74b0\uff1f<\/li>\n<li>\u63a8\u7406\u95dc\u6ce8\u7684\u662f\uff1a\u7cfb\u7d71\u80fd\u5426\u5728\u771f\u5be6\u4f7f\u7528\u8005\u8ca0\u8f09\u4e0b\u7dad\u6301\u7a69\u5b9a\u5ef6\u9072\uff1f<\/li>\n<li>\u8a13\u7df4\u5931\u6557\u901a\u5e38\u8868\u73fe\u70ba\u8a18\u61b6\u9ad4\u6ea2\u4f4d\u6216\u541e\u5410\u505c\u6eef\u3002<\/li>\n<li>\u63a8\u7406\u5931\u6557\u901a\u5e38\u8868\u73fe\u70ba\u5c3e\u5ef6\u9072\u98c6\u5347\u3001\u4f47\u5217\u589e\u9577\u6216\u4f75\u767c\u80fd\u529b\u4e0b\u964d\u3002<\/li>\n<\/ol>\n<h2><strong>\u6700\u91cd\u8981\u7684\u4e94\u985e\u4f3a\u670d\u5668\u8cc7\u6e90<\/strong><\/h2>\n<p>\u5c0d\u65bc\u6280\u8853\u8b80\u8005\u800c\u8a00\uff0c\u53ea\u8981\u628a\u5806\u758a\u62c6\u89e3\u70ba CPU\u3001\u52a0\u901f\u5668\u3001\u8a18\u61b6\u9ad4\u3001\u5132\u5b58\u548c\u7db2\u8def\uff0c\u786c\u9ad4\u898f\u5283\u5c31\u6703\u6e05\u6670\u8a31\u591a\u3002\u5373\u4f7f\u5728\u9ad8\u5ea6\u4f9d\u8cf4\u52a0\u901f\u5668\u7684\u90e8\u7f72\u4e2d\uff0cCPU \u4f9d\u7136\u81f3\u95dc\u91cd\u8981\uff0c\u56e0\u70ba\u5206\u8a5e\u3001\u8acb\u6c42\u7de8\u6392\u3001\u8cc7\u6599\u8f49\u63db\u3001\u58d3\u7e2e\u3001\u5b89\u5168\u5c64\u4ee5\u53ca\u7cfb\u7d71\u5b88\u8b77\u9032\u7a0b\u90fd\u9700\u8981\u904b\u884c\u5728\u67d0\u8655\u3002\u5982\u679c CPU \u914d\u984d\u592a\u5f31\uff0c\u90a3\u9ebc\u52a0\u901f\u5668\u53cd\u800c\u53ef\u80fd\u9592\u7f6e\uff0c\u800c\u6d41\u6c34\u7dda\u524d\u534a\u6bb5\u6703\u6084\u6084\u8b8a\u6210\u96b1\u85cf\u74f6\u9838\u3002<\/p>\n<p>\u52a0\u901f\u5668\u5728\u5e73\u884c\u6578\u5b78\u8a08\u7b97\u65b9\u9762\u975e\u5e38\u95dc\u9375\uff0c\u4f46\u5176\u6240\u9023\u63a5\u7684\u986f\u793a\u8a18\u61b6\u9ad4\u901a\u5e38\u624d\u662f\u771f\u6b63\u7684\u7b2c\u4e00\u9053\u9580\u6abb\u3002\u63a8\u7406\u512a\u5316\u6587\u4ef6\u6307\u51fa\uff0c\u91cf\u5316\u53ef\u4ee5\u964d\u4f4e\u8a18\u61b6\u9ad4\u9700\u6c42\uff0c\u4f7f\u66f4\u5927\u7684\u6a21\u578b\u4e5f\u80fd\u5728\u53d7\u9650\u7cfb\u7d71\u4e2d\u88ab\u8f09\u5165\uff0c\u7576\u7136\u9019\u7a2e\u6536\u76ca\u4e26\u4e0d\u7e3d\u662f\u6c92\u6709\u4ee3\u50f9\uff0c\u56e0\u70ba\u8f49\u63db\u8207\u57f7\u884c\u904e\u7a0b\u672c\u8eab\u4e5f\u53ef\u80fd\u8f15\u5fae\u63a8\u9ad8\u5ef6\u9072\u3002<\/p>\n<p>\u7cfb\u7d71\u8a18\u61b6\u9ad4\u662f\u6574\u500b\u670d\u52d9\u5806\u758a\u7684\u7de9\u885d\u5668\u3002\u5b83\u627f\u8f09\u8acb\u6c42\u7de9\u885d\u5340\u3001\u5de5\u4f5c\u57f7\u884c\u7dd2\u72c0\u614b\u3001\u5feb\u53d6\u3001\u524d\u8655\u7406\u7522\u7269\uff0c\u6709\u6642\u751a\u81f3\u9084\u6703\u5bb9\u7d0d\u90e8\u5206\u6a21\u578b\u8def\u5f91\u3002\u5132\u5b58\u5728\u6a21\u578b\u9ad4\u7a4d\u8f03\u5927\u3001\u7248\u672c\u8fed\u4ee3\u983b\u7e41\u6216\u51b7\u555f\u52d5\u8868\u73fe\u91cd\u8981\u6642\u5c31\u6703\u8b8a\u5f97\u95dc\u9375\u3002\u5feb\u901f\u672c\u5730\u5a92\u4ecb\u53ef\u4ee5\u7e2e\u77ed\u6a21\u578b\u8f09\u5165\u6642\u9593\uff0c\u4e26\u652f\u6490\u66f4\u8fc5\u901f\u7684\u767c\u5e03\u6d41\u7a0b\u3002\u7db2\u8def\u7684\u610f\u7fa9\u4e5f\u4e0d\u50c5\u50c5\u662f\u516c\u7db2\u983b\u5bec\uff1b\u53e2\u96c6\u5167\u90e8\u901a\u8a0a\u3001\u5feb\u53d6\u540c\u6b65\u3001\u9060\u7aef\u7269\u4ef6\u7372\u53d6\u3001\u5411\u91cf\u7d22\u5f15\u8abf\u7528\u4ee5\u53ca\u9059\u6e2c\u532f\u51fa\uff0c\u90fd\u6703\u5f71\u97ff\u7aef\u5230\u7aef\u8868\u73fe\u3002<\/p>\n<ul>\n<li><strong>CPU\uff1a<\/strong>\u8ca0\u8cac\u524d\u8655\u7406\u3001\u7de8\u6392\u3001\u5e8f\u5217\u5316\u8207\u8abf\u5ea6\u3002<\/li>\n<li><strong>\u52a0\u901f\u5668\uff1a<\/strong>\u8ca0\u8cac\u5e73\u884c\u5f35\u91cf\u8a08\u7b97\u8207\u89e3\u78bc\u541e\u5410\u3002<\/li>\n<li><strong>\u8a18\u61b6\u9ad4\uff1a<\/strong>\u6c7a\u5b9a\u6a21\u578b\u80fd\u5426\u8f09\u5165\u3001\u5feb\u53d6\u7a7a\u9593\u548c\u4f75\u767c\u9918\u91cf\u3002<\/li>\n<li><strong>\u5132\u5b58\uff1a<\/strong>\u5f71\u97ff\u6a21\u578b\u8f09\u5165\u901f\u5ea6\u3001\u6aa2\u67e5\u9ede\u5b58\u53d6\u548c\u7522\u7269\u8fed\u4ee3\u6548\u7387\u3002<\/li>\n<li><strong>\u7db2\u8def\uff1a<\/strong>\u5f71\u97ff\u8acb\u6c42\u5ef6\u9072\u3001\u670d\u52d9\u7d44\u5408\u548c\u53e2\u96c6\u884c\u70ba\u3002<\/li>\n<\/ul>\n<h2><strong>\u5c0f\u578b\u3001\u4e2d\u578b\u548c\u5927\u578b\u6a21\u578b\u5728\u5be6\u8e10\u4e2d\u7684\u5206\u5316<\/strong><\/h2>\n<p>\u8f03\u5c0f\u7684\u6a21\u578b\u5f80\u5f80\u66f4\u5177\u904b\u7dad\u512a\u96c5\u6027\u3002\u5b83\u5011\u53ef\u4ee5\u904b\u884c\u5728\u4ee5 CPU 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AI 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AI 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