{"id":1030,"date":"2026-05-28T00:00:58","date_gmt":"2026-05-27T16:00:58","guid":{"rendered":"https:\/\/localarch.ai\/nvme-vs-sata-in-local-ai-how-storage-choices-impact-your-model-loading-times\/"},"modified":"2026-07-08T17:40:07","modified_gmt":"2026-07-08T09:40:07","slug":"nvme-vs-sata-in-local-ai-how-storage-choices-impact-your-model-loading-times","status":"publish","type":"post","link":"https:\/\/localarch.ai\/zh-hant\/nvme-vs-sata-in-local-ai-how-storage-choices-impact-your-model-loading-times\/","title":{"rendered":"\u672c\u5730 AI \u4e2d\u7684 NVMe \u8207 SATA\uff1a\u5132\u5b58\u9078\u64c7\u5982\u4f55\u5f71\u97ff\u6a21\u578b\u52a0\u8f09\u6642\u9593"},"content":{"rendered":"

\u00a0<\/strong><\/p>\n

\u672c\u5730 AI <\/strong>\u4e2d\u7684 NVMe <\/strong>\u8207 SATA<\/strong>\uff1a\u5132\u5b58\u9078\u64c7\u5982\u4f55\u5f71\u97ff\u6a21\u578b\u8f09\u5165\u6642\u9593<\/strong><\/h2>\n

\u4f60 AI <\/strong>\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7684\u96b1\u5f62\u74f6\u9838<\/strong><\/h2>\n

\u4f60\u5df2\u7d93\u6295\u8cc7\u4e86\u4e00\u500b\u5f37\u5927\u7684 GPU\uff0c\u5c07\u7cfb\u7d71 RAM \u5347\u5230\u6700\u5927\uff0c\u4e26\u4ed4\u7d30\u6311\u9078\u4e86\u4e00\u500b\u91cf\u5316\u6a21\u578b\u2013\u7136\u800c\u4f60\u4ecd\u7136\u767c\u73fe\u81ea\u5df1\u76ef\u8457\u52a0\u8f09\u9032\u5ea6\u689d\u3002\u5728\u672c\u5730 AI \u7684\u4e16\u754c\u4e2d\uff0c\u6bcf\u4e00\u6b21\u8fed\u4ee3\u7684\u79d2\u6578\u90fd\u5f88\u91cd\u8981\uff0c\u4f60\u7684\u5b58\u5132\u9a45\u52d5\u5668\u5f80\u5f80\u662f\u672a\u88ab\u8b9a\u980c\u7684\u82f1\u96c4\u6216\u96b1\u85cf\u7684\u7f6a\u9b41\u798d\u9996\u3002\u96a8\u8457\u611b\u597d\u8005\u548c\u5c08\u696d\u4eba\u58eb\u52aa\u529b\u5728\u672c\u5730\u904b\u884c\u66f4\u5927\u3001\u66f4\u5f37\u7684\u6a21\u578b\uff0cNVMe \u8207 SATA \u5b58\u5132\u4e4b\u9593\u7684\u9078\u64c7\u5df2\u5f9e\u4e00\u500b\u6b21\u8981\u898f\u683c\u6f14\u8b8a\u70ba\u95dc\u9375\u6027\u80fd\u6c7a\u5b9a\u56e0\u7d20<\/strong>\u3002\u9019\u7bc7\u5be6\u7528\u7684\u6df1\u5165\u5206\u6790\u63a2\u8a0e\u4e86\u4f60\u7684\u5b58\u5132\u9078\u64c7\u5982\u4f55\u76f4\u63a5\u5f71\u97ff\u6a21\u578b\u52a0\u8f09\u6642\u9593\u3001\u5de5\u4f5c\u6d41\u7a0b\u6548\u7387\u4ee5\u53ca AI \u61c9\u7528\u4e2d\u7684\u6574\u9ad4\u7cfb\u7d71\u97ff\u61c9\u901f\u5ea6\u3002<\/p>\n

\u7406\u89e3\u6280\u8853\u843d\u5dee\uff1aNVMe <\/strong>\u8207 SATA<\/strong><\/h2>\n

\u8981\u4e86\u89e3\u6027\u80fd\u5f71\u97ff\uff0c\u6211\u5011\u9996\u5148\u5fc5\u9808\u7406\u89e3\u9019\u4e9b\u5b58\u5132\u6280\u8853\u4e4b\u9593\u7684\u57fa\u672c\u67b6\u69cb\u5dee\u7570\u3002<\/p>\n

SATA<\/strong>\uff08\u4e32\u884c ATA<\/strong>\uff09<\/strong>\u2013 \u00a0<\/strong>\u5df2\u5efa\u7acb\u7684\u4e3b\u529b:<\/strong><\/p>\n

    \n
  • \u6700\u5927\u7406\u8ad6\u983b\u5bec\uff1a6 Gb\/s\uff08\u7d04 600 MB\/s\uff09<\/li>\n
  • \u4f7f\u7528\u70ba\u786c\u789f\u8a2d\u8a08\u7684 AHCI \u5354\u8b70<\/li>\n
  • \u900f\u904e\u4e3b\u6a5f\u677f\u7684\u6676\u7247\u7d44\u9023\u63a5<\/li>\n
  • \u8207\u5176\u4ed6 SATA \u88dd\u7f6e\u5171\u7528\u983b\u5bec<\/li>\n<\/ul>\n

    NVMe<\/strong>\uff08\u975e\u63ee\u767c\u6027\u8a18\u61b6\u9ad4\u5feb\u53d6\u4ecb\u9762\uff09<\/strong>\u2013 \u73fe\u4ee3\u5c08\u5bb6\uff1a<\/p>\n

      \n
    • \u76f4\u63a5 PCIe \u9023\u63a5\uff08\u7e5e\u904e\u6676\u7247\u7d44\u74f6\u9838\uff09<\/li>\n
    • \u5c08\u70ba\u9583\u5b58\u5b58\u5132\u81ea\u5e95\u800c\u4e0a\u8a2d\u8a08<\/li>\n
    • \u900f\u904e\u512a\u5316\u7684\u6307\u4ee4\u96c6\u986f\u8457\u964d\u4f4e\u5ef6\u9072<\/li>\n
    • \u4e26\u884c\u968a\u5217\u6df1\u5ea6\uff0864K \u5c0d\u6bd4 SATA \u7684\u55ae\u4e00 32 \u547d\u4ee4\u968a\u5217\uff09<\/li>\n
    • \u7576\u524d\u4e16\u4ee3\uff1aPCIe 4.0\uff088 GB\/s\uff09\u548c PCIe 5.0\uff0816 GB\/s\uff09<\/li>\n<\/ul>\n

      \u9019\u500b\u5dee\u7570\u4e0d\u50c5\u50c5\u662f\u7406\u8ad6\u4e0a\u7684\u3002\u96d6\u7136\u9ad8\u54c1\u8cea\u7684 SATA SSD \u53ef\u80fd\u63d0\u4f9b 550 MB\/s \u7684\u9023\u7e8c\u8b80\u53d6\u901f\u5ea6\uff0c\u5373\u4f7f\u662f\u4e2d\u968e\u7684 PCIe 4.0 NVMe \u786c\u789f\u4e5f\u80fd\u9054\u5230 7,000 MB\/s\u2013\u7406\u8ad6\u4e0a\u8d85\u904e 12 <\/strong>\u500d\u66f4\u5feb<\/strong>\u3002\u4f46\u9019\u5728\u73fe\u5be6\u4e16\u754c\u7684 AI \u5de5\u4f5c\u8ca0\u8f09\u4e2d\u6703\u6709\u4ec0\u9ebc\u8868\u73fe\u5462\uff1f<\/p>\n

      \u8861\u91cf\u5f71\u97ff\u529b\uff1a\u5be6\u969b\u4e2d\u7684\u6a21\u578b\u52a0\u8f09\u6642\u9593<\/strong><\/h2>\n

      \u8b93\u6211\u5011\u4f86\u63a2\u8a0e\u9019\u4e9b\u5dee\u7570\u5728\u8655\u7406\u8d8a\u4f86\u8d8a\u5e38\u898b\u7684\u6a21\u578b\u5927\u5c0f\u6642\u5982\u4f55\u8868\u73fe\u3002\u4e0b\u8868\u986f\u793a\u4e86\u4e0d\u540c\u5b58\u5132\u914d\u7f6e\u4e0b\uff0c\u71b1\u9580\u6a21\u578b\u5927\u5c0f\u7684\u5178\u578b\u52a0\u8f09\u6642\u9593\uff1a<\/p>\n\n\n\n\n\n\n\n\n
      \u6a21\u578b\u5927\u5c0f\uff08\u53c3\u6578\uff09<\/td>\n\u5927\u7d04\u6a94\u6848\u5927\u5c0f (Q4_K_M)<\/td>\nSATA \u56fa\u614b\u786c\u789f\u8f09\u5165\u6642\u9593<\/td>\nPCIe 4.0 NVMe \u8f09\u5165\u6642\u9593<\/td>\nPCIe 5.0 NVMe \u8f09\u5165\u6642\u9593<\/td>\n\u7bc0\u7701\u6642\u9593 vs. SATA<\/td>\n<\/tr>\n<\/thead>\n
      7B (e.g., Llama 3.2)<\/td>\n~4 GB<\/td>\n8-10 \u79d2<\/td>\n1-2 \u79d2<\/td>\n< 1 \u79d2<\/td>\n\u5feb 80-90%<\/td>\n<\/tr>\n
      13B (e.g., Vicuna)<\/td>\n~7.5 GB<\/td>\n14-18 \u79d2<\/td>\n2-3 \u79d2<\/td>\n1-2 \u79d2<\/td>\n\u5feb 85-90%<\/td>\n<\/tr>\n
      34B (e.g., Yi)<\/td>\n~20 GB<\/td>\n35-45 \u79d2<\/td>\n5-7 \u79d2<\/td>\n3-4 \u79d2<\/td>\n\u5feb 85-90%<\/td>\n<\/tr>\n
      70B (e.g., Llama 3.1)<\/td>\n~40 GB<\/td>\n70-90 \u79d2<\/td>\n10-12 \u79d2<\/td>\n6-8 \u79d2<\/td>\n\u5feb 85-90%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u6642\u9593\u662f\u57fa\u65bc\u5408\u6210\u57fa\u6e96\u6e2c\u8a66\u548c\u6d88\u8cbb\u7d1a\u786c\u789f\u7684\u5be6\u969b\u6e2c\u8a66\u6240\u4f30\u7b97\u7684\u3002\u5be6\u969b\u7d50\u679c\u53ef\u80fd\u56e0\u786c\u789f\u54c1\u8cea\u3001\u7cfb\u7d71\u914d\u7f6e\u548c\u8edf\u9ad4\u512a\u5316\u800c\u6709\u6240\u4e0d\u540c\u3002<\/em><\/p>\n

      \u9019\u4e9b\u6578\u5b57\u63ed\u793a\u4e86\u4e00\u500b\u56b4\u5cfb\u7684\u73fe\u5be6\uff1a\u5728\u52a0\u8f09 70B \u6a21\u578b\u6642\uff0cNVMe \u76f8\u8f03\u65bc SATA \u53ef\u4ee5\u70ba\u4f60\u7bc0\u7701\u8d85\u904e\u4e00\u5206\u9418<\/strong>\u3002\u5728\u9700\u8981\u983b\u7e41\u91cd\u555f\u6a21\u578b\u6216\u5728\u591a\u500b\u6a21\u578b\u4e4b\u9593\u5207\u63db\u7684\u958b\u767c\u5de5\u4f5c\u6d41\u7a0b\u4e2d\uff0c\u9019\u4e9b\u7bc0\u7701\u6703\u5927\u5e45\u7d2f\u7a4d\u3002<\/p>\n

      \u8d85\u8d8a\u9806\u5e8f\u8b80\u53d6\uff1a\u73fe\u5be6\u4e16\u754c\u7684\u4eba\u5de5\u667a\u6167\u5de5\u4f5c\u8ca0\u8f09<\/strong><\/h2>\n

      \u96d6\u7136\u9806\u5e8f\u8b80\u53d6\u901f\u5ea6\u4e3b\u5c0e\u6a21\u578b\u52a0\u8f09\u6642\u9593\uff0c\u4f46\u4eba\u5de5\u667a\u6167\u5de5\u4f5c\u6d41\u7a0b\u6d89\u53ca\u66f4\u7d30\u5fae\u7684\u5b58\u5132\u6a21\u5f0f\uff1a<\/p>\n

        \n
      1. \u5fae\u8abf\u904e\u7a0b\u4e2d\u7684\u6aa2\u67e5\u9ede\u7ba1\u7406\uff1a<\/strong>
        \n\u5fae\u8abf\u6a21\u578b\u6d89\u53ca\u5b9a\u671f\u4fdd\u5b58\u6aa2\u67e5\u9ede\u2013\u6a21\u578b\u9032\u5ea6\u7684\u5feb\u7167\u3002\u7531\u65bc NVMe \u64c1\u6709\u512a\u8d8a\u7684\u5beb\u5165\u901f\u5ea6\uff0c\u9019\u4e9b\u64cd\u4f5c\u53ef\u4ee5\u66f4\u5feb\u5b8c\u6210\uff0c\u6e1b\u5c11\u5c0d\u5de5\u4f5c\u6d41\u7a0b\u7684\u4e2d\u65b7\u3002\u4f8b\u5982\uff0c\u4fdd\u5b58\u4e00\u500b 20GB \u7684\u6aa2\u67e5\u9ede\u53ef\u80fd\u9700\u8981\uff1a<\/li>\n<\/ol>\n
          \n
        • SATA SSD\uff1a35-40 \u79d2<\/li>\n
        • PCIe 4.0 NVMe\uff1a5-7 \u79d2<\/li>\n
        • PCIe 5.0 NVMe\uff1a3-4 \u79d2<\/li>\n<\/ul>\n
            \n
          1. \u8a13\u7df4\u7528\u8cc7\u6599\u96c6\u5b58\u53d6\uff1a<\/strong><\/li>\n<\/ol>\n

            \u5728\u5fae\u8abf\u6a21\u578b\u6642\uff0c\u60a8\u7684\u5b58\u5132\u5fc5\u9808\u80fd\u5feb\u901f\u63d0\u4f9b\u8a13\u7df4\u7bc4\u4f8b\u3002NVMe \u7684\u96a8\u6a5f\u8b80\u53d6\u6027\u80fd\uff08IOPS\uff09\u9060\u8d85 SATA\uff0c\u4f7f\u6578\u64da\u6d41\u6c34\u7dda\u7684\u541e\u5410\u91cf\u66f4\u5feb\u3002\u5728\u8655\u7406\u5927\u578b\u975e\u7d50\u69cb\u5316\u6578\u64da\u96c6\u6642\uff0c\u5982\u5716\u50cf\u96c6\u5408\u6216\u5197\u9577\u7684\u6587\u672c\u8a9e\u6599\u5eab\uff0c\u9019\u4e00\u9ede\u5c24\u5176\u660e\u986f\u3002<\/p>\n

              \n
            1. \u591a\u6a21\u578b\u5de5\u4f5c\u6d41\u7a0b\uff1a<\/strong>
              \n\u9032\u968e\u7684\u672c\u5730 AI \u8a2d\u7f6e\u8d8a\u4f86\u8d8a\u591a\u5730\u6d89\u53ca\u591a\u500b\u5c08\u9580\u6a21\u578b\u5354\u540c\u5de5\u4f5c\uff08\u5982\u6211\u5011\u7684 Ollama <\/u><\/strong>\u7cbe\u901a\u6587\u7ae0<\/u><\/strong>\u4e2d\u6240\u8a0e\u8ad6\uff09\u3002\u5728\u6a21\u578b\u4e4b\u9593\u5feb\u901f\u5207\u63db\u2013\u9019\u662f\u81ea\u6cbb\u7cfb\u7d71\u4e2d\u7684\u5e38\u898b\u6a21\u5f0f\u2013\u9ad8\u5ea6\u4f9d\u8cf4\u5b58\u5132\u901f\u5ea6\u3002<\/li>\n
            2. \u8a18\u61b6\u9ad4\u5c0d\u61c9\u6a94\u6848\u6548\u80fd\uff1a<\/strong>
              \n\u8a31\u591a\u4eba\u5de5\u667a\u6167\u6846\u67b6\uff08\u5305\u62ec llama.cpp\uff09\u4f7f\u7528\u8a18\u61b6\u9ad4\u6620\u5c04\u6a94\u6848\u4f86\u9ad8\u6548\u8f09\u5165\u6a21\u578b\u3002\u5728\u9019\u7a2e\u60c5\u6cc1\u4e0b\uff0cNVMe \u7684\u8f03\u4f4e\u5ef6\u9072\u63d0\u4f9b\u4e86\u660e\u986f\u7684\u512a\u52e2\uff0c\u56e0\u70ba\u7cfb\u7d71\u53ef\u4ee5\u66f4\u5feb\u5730\u5b58\u53d6\u6a21\u578b\u6a94\u6848\u7684\u4e0d\u540c\u90e8\u5206\u3002<\/li>\n<\/ol>\n

              \u6210\u672c\u6548\u76ca\u5206\u6790\uff1aNVMe <\/strong>\u4f55\u6642\u503c\u5f97\u652f\u4ed8\u984d\u5916\u8cbb\u7528\uff1f<\/strong><\/h2>\n

              \u7531\u65bc PCIe 5.0 NVMe \u56fa\u614b\u786c\u789f\u7684\u50f9\u683c\u76f8\u8f03\u65bc SATA \u66ff\u4ee3\u54c1\u9ad8\u51fa\u8a31\u591a\uff0c\u4e86\u89e3\u6295\u8cc7\u56de\u5831\u7387\u81f3\u95dc\u91cd\u8981\uff1a<\/p>\n

              NVMe <\/strong>\u63d0\u4f9b\u6700\u5927\u50f9\u503c\u7684\u60c5\u5883\uff1a<\/strong><\/p>\n

                \n
              • \u5c08\u696d\u7684 AI <\/strong>\u958b\u767c\uff1a<\/strong>\u7576\u53ef\u8a08\u8cbb\u5de5\u6642\u6216\u7814\u7a76\u9032\u5c55\u4f9d\u8cf4\u65bc\u8fed\u4ee3\u901f\u5ea6\u6642<\/li>\n
              • \u5927\u578b\u6a21\u578b\u5be6\u9a57\uff1a<\/strong>\u7d93\u5e38\u6e2c\u8a66 34B+ \u53c3\u6578\u6a21\u578b<\/li>\n
              • \u591a\u4f7f\u7528\u8005\u7cfb\u7d71\uff1a<\/strong>\u70ba\u591a\u500b\u540c\u6642\u4f7f\u7528\u8005\u63d0\u4f9b\u6a21\u578b\u7684\u4f3a\u670d\u5668<\/li>\n
              • \u9032\u968e\u5de5\u4f5c\u6d41\u7a0b\uff1a<\/strong>\u6d89\u53ca\u6a21\u578b\u93c8\u63a5\u6216\u5b9a\u671f\u6aa2\u67e5\u9ede\u7684\u8907\u96dc\u6d41\u7a0b<\/li>\n<\/ul>\n

                SATA <\/strong>\u53ef\u80fd\u8db3\u5920\u7684\u60c5\u6cc1\uff1a<\/strong><\/p>\n

                  \n
                • \u6559\u80b2\/<\/strong>\u5be6\u9a57\u7cfb\u7d71\uff1a<\/strong>\u53ef\u4ee5\u63a5\u53d7\u5076\u723e\u5ef6\u9072\u7684\u5b78\u7fd2\u74b0\u5883<\/li>\n
                • \u5c0f\u578b\u6a21\u578b\u91cd\u9ede\uff1a<\/strong>\u5c08\u9580\u4f7f\u7528 7B \u53c3\u6578\u6216\u66f4\u5c0f\u7684\u6a21\u578b<\/li>\n
                • \u9810\u7b97\u6709\u9650\u7684\u7d44\u5efa\uff1a<\/strong>\u8cc7\u91d1\u66f4\u9069\u5408\u5206\u914d\u5230 GPU \u6216 RAM \u7684\u60c5\u6cc1<\/li>\n
                • \u6b21\u7d1a\u5132\u5b58\uff1a<\/strong>\u7528\u65bc\u5b58\u6a94\u672a\u5728\u4f7f\u7528\u4e2d\u7684\u6a21\u578b<\/li>\n<\/ul>\n

                  \u4e2d\u9593\u9078\u64c7\uff1a<\/strong>PCIe 4.0 NVMe \u56fa\u614b\u786c\u789f\u901a\u5e38\u80fd\u63d0\u4f9b PCIe 5.0 80-90% \u7684\u6027\u80fd\uff0c\u537b\u53ea\u9700 50-60% \u7684\u6210\u672c\uff0c\u5c0d\u5927\u591a\u6578\u5c08\u696d\u7684\u672c\u5730 AI \u5f9e\u696d\u8005\u800c\u8a00\uff0c\u662f\u4e00\u500b\u6975\u4f73\u7684\u5e73\u8861\u65b9\u6848\u3002<\/p>\n

                  \u5be6\u4f5c\u6307\u5357\uff1a\u512a\u5316\u60a8\u7684\u5132\u5b58\u914d\u7f6e<\/strong><\/h2>\n

                  \u7121\u8ad6\u60a8\u7684\u5b58\u5132\u9078\u64c7\u5982\u4f55\uff0c\u9069\u7576\u7684\u914d\u7f6e\u90fd\u80fd\u6700\u5927\u5316\u6027\u80fd\uff1a<\/p>\n

                  \u9069\u7528\u65bc NVMe <\/strong>\u7cfb\u7d71\uff1a<\/strong><\/p>\n

                    \n
                  1. \u5728 BIOS <\/strong>\u4e2d\u555f\u7528 PCIe 4.0\/5.0<\/strong>\uff1a<\/strong>\u90e8\u5206\u4e3b\u6a5f\u677f\u9810\u8a2d\u70ba PCIe 3.0 \u4ee5\u78ba\u4fdd\u76f8\u5bb9\u6027<\/li>\n
                  2. \u4f7f\u7528\u76f4\u63a5\u5b58\u5132 API<\/strong>\uff1a<\/strong>\u7576\u60a8\u7684 AI \u6846\u67b6\u652f\u6301\u6642<\/li>\n
                  3. \u5b89\u88dd\u6563\u71b1\u7247\uff1a<\/strong>\u9ad8\u6027\u80fd NVMe \u786c\u789f\u82e5\u6c92\u6709\u9069\u7576\u6563\u71b1\u6703\u964d\u901f<\/li>\n
                  4. \u5206\u914d\u5c08\u7528\u901a\u9053\uff1a<\/strong>\u78ba\u4fdd\u4f60\u7684 GPU \u548c NVMe \u786c\u789f\u4e0d\u6703\u7af6\u722d\u983b\u5bec<\/li>\n<\/ol>\n

                    \u9069\u7528\u65bc SATA <\/strong>\u7cfb\u7d71\uff1a<\/strong><\/p>\n

                      \n
                    1. \u4f7f\u7528\u4e3b\u8981\u7684 SATA <\/strong>\u57e0\uff1a<\/strong>\u6709\u4e9b\u4e3b\u6a5f\u677f\u7684\u63a7\u5236\u5668\u5177\u6709\u4e0d\u540c\u7684\u6027\u80fd\u7279\u5fb5<\/li>\n
                    2. \u555f\u7528TRIM<\/strong>\uff1a<\/strong>\u7dad\u6301\u9577\u671f\u5beb\u5165\u6548\u80fd<\/li>\n
                    3. \u907f\u514d\u4f7f\u7528 SATA <\/strong>\u57e0\u500d\u589e\u5668\uff1a<\/strong>\u9019\u4e9b\u53ef\u80fd\u6703\u986f\u8457\u964d\u4f4e\u983b\u5bec<\/li>\n
                    4. \u5b9a\u671f\u91cd\u7d44\uff1a<\/strong>\u96d6\u7136\u5c0d SSD \u7684\u5f71\u97ff\u8f03\u5c0f\uff0c\u4f46\u5c0d\u6975\u5ea6\u788e\u7247\u5316\u7684\u6a21\u578b\u6a94\u6848\u4ecd\u7136\u6709\u5e6b\u52a9<\/li>\n<\/ol>\n

                      \u5e73\u8861\u7cfb\u7d71\u7684\u6df7\u5408\u65b9\u6cd5\uff1a<\/strong><\/h2>\n

                      \u8a31\u591a\u9032\u968e\u4f7f\u7528\u8005\u5be6\u65bd\u5206\u5c64\u5132\u5b58\u7b56\u7565\uff1a<\/p>\n

                        \n
                      • NVMe<\/strong>\uff08\u7b2c1<\/strong>\u5c64\uff09\uff1a<\/strong>\u6d3b\u8e8d\u6a21\u578b\u3001\u4f7f\u7528\u4e2d\u7684\u6578\u64da\u96c6\u3001\u7cfb\u7d71\u8edf\u4ef6<\/li>\n
                      • SATA <\/strong>\u56fa\u614b\u786c\u789f (<\/strong>\u7b2c2<\/strong>\u5c64)<\/strong>\uff1a<\/strong>\u5df2\u5c01\u5b58\u7684\u578b\u865f\u3001\u8f03\u5c11\u5b58\u53d6\u7684\u8cc7\u6599\u96c6<\/li>\n
                      • \u786c\u789f\/<\/strong>\u7db2\u8def\u5132\u5b58 (<\/strong>\u7b2c 3 <\/strong>\u5c64)<\/strong>\uff1a<\/strong>\u9577\u671f\u5099\u4efd\u3001\u5be6\u9a57\u6a21\u578b<\/li>\n<\/ul>\n

                        \u9019\u7a2e\u65b9\u6cd5\u5728\u6700\u91cd\u8981\u7684\u5730\u65b9\u6700\u5927\u5316\u6027\u80fd\uff0c\u540c\u6642\u63a7\u5236\u6210\u672c\u3002<\/p>\n

                        \u672a\u4f86\u9632\u8b77\uff1a\u672c\u5730\u4eba\u5de5\u667a\u6167\u7684\u5132\u5b58\u524d\u666f<\/strong><\/p>\n

                        \u7576\u6211\u5011\u5c55\u671b\u5373\u5c07\u5230\u4f86\u7684\u4eba\u5de5\u667a\u6167\u767c\u5c55\u6642\uff0c\u6709\u5e7e\u500b\u8da8\u52e2\u5c07\u6703\u52a0\u5f37\u5132\u5b58\u6548\u80fd\u7684\u91cd\u8981\u6027\uff1a<\/p>\n

                          \n
                        1. \u6a21\u578b\u898f\u6a21\u589e\u5927\uff1a<\/strong>\u96a8\u8457\u64c1\u6709 1000 \u5104\u4ee5\u4e0a\u53c3\u6578\u7684\u6a21\u578b\u5728\u672c\u5730\u8b8a\u5f97\u66f4\u5bb9\u6613\u7372\u5f97\uff0c\u5982\u679c\u6c92\u6709\u9ad8\u901f\u5b58\u5132\uff0c\u8f09\u5165\u6642\u9593\u5c07\u6703\u589e\u52a0\u3002<\/li>\n
                        2. \u591a\u6a21\u614b\u6a21\u578b\uff1a<\/strong>\u7d50\u5408\u8996\u89ba\u3001\u807d\u89ba\u548c\u6587\u672c\u5143\u7d20\u7684\u6a21\u578b\u9700\u8981\u986f\u8457\u66f4\u5927\u7684\u6a94\u6848\uff0c\u901a\u5e38\u8d85\u904e100GB\u3002<\/li>\n
                        3. \u5373\u6642\u5fae\u8abf\uff1a<\/strong>\u65b0\u8208\u6280\u8853\u4f7f\u6a21\u578b\u80fd\u6301\u7e8c\u9069\u61c9\uff0c\u9700\u8981\u5feb\u901f\u6aa2\u67e5\u9ede\u4fdd\u5b58\u548c\u6578\u64da\u96c6\u5b58\u53d6\u3002<\/li>\n
                        4. \u806f\u90a6\u5b78\u7fd2\uff1a<\/strong>\u5728\u805a\u5408\u6a21\u578b\u66f4\u65b0\u6642\uff0c\u5206\u6563\u5f0f\u4eba\u5de5\u667a\u6167\u65b9\u6cd5\u5c07\u53d7\u76ca\u65bc\u66f4\u5feb\u901f\u7684\u672c\u5730\u5b58\u5132\u3002<\/li>\n<\/ol>\n

                          \u5c0d\u65bc\u4eca\u5929\u6b63\u5728\u7d44\u5efa\u7cfb\u7d71\u7684\u4eba\u4f86\u8aaa\uff0c\u512a\u5148\u9078\u64c7\u652f\u63f4 PCIe 5.0 \u7684\u4e3b\u6a5f\u677f\uff0c\u5373\u4f7f\u4e00\u958b\u59cb\u4f7f\u7528\u8f03\u666e\u901a\u7684 NVMe \u786c\u789f\uff0c\u4e5f\u80fd\u70ba\u672a\u4f86\u7684\u5b58\u5132\u5347\u7d1a\u63d0\u4f9b\u7a7a\u9593\u3002<\/p>\n

                          \u7d50\u8ad6\uff1a\u5e73\u8861\u60a8\u7684\u4eba\u5de5\u667a\u6167\u5b58\u5132\u6295\u8cc7<\/strong><\/h2>\n

                          \u5c0d\u65bc\u672c\u5730 AI \u4f86\u8aaa\uff0c\u5728 NVMe \u548c SATA \u4e4b\u9593\u7684\u9078\u64c7\u4e0d\u50c5\u50c5\u95dc\u4e4e\u7406\u8ad6\u898f\u683c\u2014\u2014\u5b83\u95dc\u4e4e\u5de5\u4f5c\u6d41\u7a0b\u6548\u7387<\/strong>\u3001\u8fed\u4ee3\u901f\u5ea6<\/strong>\uff0c\u4ee5\u53ca\u6700\u7d42\u7684\u751f\u7522\u529b<\/strong>\u3002\u96d6\u7136 SATA SSD \u53ef\u4ee5\u52dd\u4efb\u8f03\u5c0f\u7684\u6a21\u578b\u548c\u6559\u80b2\u61c9\u7528\uff0c\u4f46\u96a8\u8457\u6a21\u578b\u898f\u6a21\u589e\u5927\u3001\u5de5\u4f5c\u6d41\u7a0b\u8907\u96dc\u5316\uff0cNVMe \u63d0\u4f9b\u7684\u986f\u8457\u52a0\u8f09\u6642\u9593\u6e1b\u5c11\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u6709\u50f9\u503c\u3002<\/p>\n

                          \u5c0d\u65bc\u5927\u591a\u6578\u8a8d\u771f\u6295\u5165\u7684\u672c\u5730 AI \u5f9e\u696d\u8005\u4f86\u8aaa\uff0c\u6295\u8cc7\u9ad8\u6548\u80fd\u7684 GPU \u548c\u5145\u8db3\u7684 RAM\uff0c\u4e26\u5c07\u9019\u4e9b\u5143\u4ef6\u8207 NVMe \u5b58\u5132\u914d\u5c0d\uff0c\u4fbf\u53ef\u5f62\u6210\u4e00\u500b\u5e73\u8861\u7684\u67b6\u69cb\uff0c\u6c92\u6709\u55ae\u4e00\u74f6\u9838\u6703\u963b\u7919\u6027\u80fd\u3002\u96a8\u8457\u6a21\u578b\u898f\u6a21\u6301\u7e8c\u64f4\u5927\u4ee5\u53ca\u591a\u6a21\u578b\u5de5\u4f5c\u6d41\u7a0b\u6210\u70ba\u6a19\u6e96\uff0c\u5b58\u5132\u901f\u5ea6\u5f9e\u4e00\u7a2e\u53ef\u6709\u53ef\u7121\u7684\u5962\u4f88\u54c1\u8f49\u8b8a\u70ba\u672c\u5730 AI \u7cfb\u7d71\u97ff\u61c9\u80fd\u529b\u7684\u57fa\u672c\u7d44\u4ef6\u3002<\/p>\n

                          \u554f\u984c\u4e0d\u5728\u65bc\u4f60\u662f\u5426\u9700\u8981 NVMe\uff0c\u800c\u662f\u54ea\u4e00\u5c64<\/strong>\u7684 NVMe \u6027\u80fd\u8207\u4f60\u7684\u7279\u5b9a AI \u5de5\u4f5c\u8ca0\u8f09\u3001\u6a21\u578b\u898f\u6a21\u53ca\u8fed\u4ee3\u6a21\u5f0f\u76f8\u5339\u914d\u3002\u901a\u904e\u5c07\u4f60\u7684\u5b58\u5132\u6295\u8cc7\u8207\u5be6\u969b\u4f7f\u7528\u6848\u4f8b\u5c0d\u61c9\uff0c\u4f60\u53ef\u4ee5\u5efa\u7acb\u4e00\u500b\u8b93\u6280\u8853\u670d\u52d9\u800c\u975e\u963b\u7919\u4f60 AI \u63a2\u7d22\u548c\u958b\u767c\u7684\u7cfb\u7d71\u3002<\/p>\n

                          \u512a\u5316\u672c\u5730 AI <\/em>\u6027\u80fd\u9700\u8981\u5e73\u8861\u591a\u500b\u7d44\u4ef6\u7684\u5354\u540c\u904b\u4f5c\u3002LocalArch.ai<\/u> <\/em>\u7684\u5c08\u5bb6\u63d0\u4f9b\u91cf\u8eab\u5b9a\u5236\u7684\u57fa\u790e\u8a2d\u65bd\u8a55\u4f30\uff0c\u4ee5\u8b58\u5225\u74f6\u9838\u4e26\u91dd\u5c0d\u60a8\u7684 AI <\/em>\u5de5\u4f5c\u8ca0\u8f09\u548c\u9810\u7b97\u63a8\u85a6\u5e73\u8861\u5347\u7d1a\u3002\u8acb\u806f\u7e6b\u6211\u5011\uff0c\u4ee5\u78ba\u4fdd\u60a8\u7684\u5b58\u5132\u3001GPU<\/em>\u3001RAM <\/em>\u548c CPU <\/em>\u5354\u540c\u9ad8\u6548\u904b\u4f5c\u3002<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"

                            本地 AI 中的 NVMe 與 SA […]<\/p>\n","protected":false},"author":2,"featured_media":1031,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[78],"tags":[84,295,301,302,276,303,304,305,306,296],"class_list":["post-1030","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-llm","tag-local-ai","tag-nvme","tag-sata","tag-storage","tag-time","tag-304","tag-305","tag-306","tag--ai"],"yoast_head":"\n\u672c\u5730 AI \u4e2d\u7684 NVMe \u8207 SATA\uff1a\u5132\u5b58\u9078\u64c7\u5982\u4f55\u5f71\u97ff\u6a21\u578b\u52a0\u8f09\u6642\u9593 -<\/title>\n<meta name=\"description\" content=\"\u672c\u5730 AI \u89e3\u6c7a\u65b9\u6848\u7684\u5132\u5b58\u9078\u64c7\u6210\u70ba\u95dc\u9375\u7684\u6027\u80fd\u6c7a\u5b9a\u56e0\u7d20\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/localarch.ai\/zh-hant\/nvme-vs-sata-in-local-ai-how-storage-choices-impact-your-model-loading-times\/\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u672c\u5730 AI \u4e2d\u7684 NVMe \u8207 SATA\uff1a\u5132\u5b58\u9078\u64c7\u5982\u4f55\u5f71\u97ff\u6a21\u578b\u52a0\u8f09\u6642\u9593 -\" \/>\n<meta property=\"og:description\" content=\"\u672c\u5730 AI \u89e3\u6c7a\u65b9\u6848\u7684\u5132\u5b58\u9078\u64c7\u6210\u70ba\u95dc\u9375\u7684\u6027\u80fd\u6c7a\u5b9a\u56e0\u7d20\" \/>\n<meta property=\"og:url\" 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