{"id":20907,"date":"2026-06-21T16:04:08","date_gmt":"2026-06-21T08:04:08","guid":{"rendered":"https:\/\/92it.top\/?p=20907"},"modified":"2026-06-21T16:04:08","modified_gmt":"2026-06-21T08:04:08","slug":"%e6%af%8f%e5%a4%a9%e5%90%83%e9%80%8f%e4%b8%80%e4%b8%aa-ai-%e7%9f%a5%e8%af%86%e7%82%b9-ai-infra","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=20907","title":{"rendered":"\u6bcf\u5929\u5403\u900f\u4e00\u4e2a AI \u77e5\u8bc6\u70b9 \u2014\u2014 AI Infra"},"content":{"rendered":"\n<p>\u8f6c\u8f7d\uff1a\u5c0f\u7ea2\u4e66 AI\u4ea7\u54c1\u8d75\u54e5<\/p>\n\n\n\n<p><strong>\u524d\u8a00\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u968f\u7740\u4eca\u5e74\u5e74\u521d\u667a\u80fd\u4f53\u7684\u7206\u706b\uff0cAI \u5e94\u7528\u4e95\u55b7\u5f0f\u53d1\u5c55\u3002\u6211\u4eec\u6700\u8fd1\u804a\u4e86\u5f88\u591a AI \u76f8\u5173\u7684\u8bdd\u9898\uff0c\u4e0d\u77e5\u9053\u5927\u5bb6\u6709\u6ca1\u6709\u6ce8\u610f\u5230\u4e00\u4e2a\u5728 AI \u805a\u5149\u706f\u8fb9\u7f18\u7684\u4e00\u4e2a\u8bcd \u2014\u2014AI Infra\u3002<\/p>\n\n\n\n<p>Infra\uff0c\u662f Infrastructure\uff08\u57fa\u7840\u8bbe\u65bd\uff09\u7684\u7f29\u5199\u3002\u6240\u4ee5\uff0cAI Infra\uff0c\u5c31\u662f<strong>\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u8bbe\u65bd<\/strong>\u3002<\/p>\n\n\n\n<p>\u4e00\u542c\u5230 \u201c\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u4f60\u53ef\u80fd\u7acb\u523b\u60f3\u5230\u4e86\u516c\u8def\u3001\u6865\u6881\u3001\u53d1\u7535\u7ad9\uff0c\u611f\u89c9\u662f\u4e2a\u5b8f\u5927\u7684\u3001\u79bb\u6211\u4eec\u5f88\u9065\u8fdc\u7684\u571f\u6728\u5de5\u7a0b\u6982\u5ff5\u3002<\/p>\n\n\n\n<p>\u662f\u7684\uff0c\u4f60\u7684\u76f4\u89c9\u662f\u5bf9\u7684\uff01AI Infra\uff0c\u6b63\u662f\u652f\u6491\u8d77\u6211\u4eec\u4eca\u5929\u6240\u770b\u5230\u7684\u4e00\u5207 AI \u9b54\u6cd5\uff08\u4ece ChatGPT \u5230 Midjourney\uff09\u5f97\u4ee5\u8fd0\u8f6c\u7684\u3001\u6570\u5b57\u4e16\u754c\u7684 \u201c\u516c\u8def\u3001\u6865\u6881\u548c\u53d1\u7535\u7ad9\u201d\u3002<\/p>\n\n\n\n<p>\u4f60\u662f\u5426\u66fe\u7ecf\u6709\u8fc7\u8fd9\u6837\u7684\u7591\u95ee\uff1a<\/p>\n\n\n\n<ul>\n<li>\u4e3a\u4ec0\u4e48\u82f1\u4f1f\u8fbe\uff08NVIDIA\uff09\u8fd9\u5bb6\u5356\u663e\u5361\u7684\u516c\u53f8\uff0c\u5e02\u503c\u80fd\u4e00\u5ea6\u8d85\u8d8a\u82f9\u679c\u3001\u5fae\u8f6f\uff0c\u6210\u4e3a\u4e16\u754c\u5357\u6ce2\u4e07\uff1f\u5b83\u5230\u5e95\u5356\u7684\u662f\u4ec0\u4e48\uff1f<\/li>\n\n\n\n<li>\u8bad\u7ec3\u4e00\u4e2a\u50cf GPT-5.2 \u8fd9\u6837\u7684\u5927\u6a21\u578b\uff0c\u5230\u5e95\u9700\u8981\u6d88\u8017\u591a\u5c11\u8d44\u6e90\uff1f\u771f\u7684\u50cf\u4f20\u8bf4\u4e2d\u90a3\u6837\uff0c\u8981\u70e7\u6389\u4e00\u5ea7\u53d1\u7535\u7ad9\u7684\u7535\u5417\uff1f<\/li>\n\n\n\n<li>\u4e3a\u4ec0\u4e48\u6709\u65f6\u5019\u7528 AI \u753b\u56fe\uff0c\u8981\u6392\u961f\u7b49\u534a\u5929\uff1f\u4e3a\u4ec0\u4e48 ChatGPT \u5728\u7528\u6237\u91cf\u5927\u7684\u65f6\u5019\u4f1a\u762b\u75ea\uff1f\u8fd9\u80cc\u540e\u662f\u4ec0\u4e48\u5728\u5835\u8f66\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u4eca\u5929\uff0c\u54b1\u4eec\u6765\u770b\u770b\u6574\u4e2a AI \u884c\u4e1a\uff0c\u8c01\u662f\u6dd8\u91d1\u8005\uff0c\u8c01\u662f\u5356\u94f2\u5b50\u7684\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e00\u3001AI \u6dd8\u91d1\u70ed \u2014\u2014 \u8c01\u5728\u6dd8\u91d1\uff1f\u8c01\u5728\u5356\u94f2\u5b50\uff1f\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u60f3\u8c61\u4e00\u4e0b\uff0c\u6211\u4eec\u6b63\u5904\u5728\u4e00\u573a\u53f2\u65e0\u524d\u4f8b\u7684 AI \u6dd8\u91d1\u70ed\u4e2d\u3002<\/p>\n\n\n\n<ul>\n<li>\u6dd8\u91d1\u8005 (The Gold Miners)\uff1a\u4ed6\u4eec\u662f\u90a3\u4e9b\u6211\u4eec\u6bcf\u5929\u90fd\u5728\u4f7f\u7528\u7684\u3001\u5149\u9c9c\u4eae\u4e3d\u7684 AI \u5e94\u7528\u3002\n<ul>\n<li>ChatGPT\uff1a\u5728<strong>\u77e5\u8bc6<\/strong>\u7684\u91d1\u77ff\u91cc\u6dd8\u91d1\u3002<\/li>\n\n\n\n<li>Midjourney\uff1a\u5728<strong>\u521b\u610f<\/strong>\u7684\u91d1\u77ff\u91cc\u6dd8\u91d1\u3002<\/li>\n\n\n\n<li>\u5404\u79cd AI Agent\uff1a\u5728<strong>\u6548\u7387<\/strong>\u7684\u91d1\u77ff\u91cc\u6dd8\u91d1\u3002<\/li>\n\n\n\n<li>\u4ed6\u4eec\u51b2\u5728\u7b2c\u4e00\u7ebf\uff0c\u76f4\u63a5\u9762\u5bf9\u7528\u6237\uff0c\u8bd5\u56fe\u6316\u6398\u51fa\u80fd\u6539\u53d8\u4e16\u754c\u7684\u91d1\u5b50\uff08\u6740\u624b\u7ea7\u5e94\u7528\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u5356\u94f2\u4eba (The Shovel Sellers)\uff1a\u4ed6\u4eec\u4e0d\u76f4\u63a5\u6dd8\u91d1\uff0c\u800c\u662f\u4e3a\u6240\u6709\u6dd8\u91d1\u8005\u63d0\u4f9b\u6240\u5fc5\u9700\u7684\u5de5\u5177\u548c\u670d\u52a1\u3002\n<ul>\n<li>\u94c1\u94f2\u548c\u9550\u5934\uff1a\u8fd9\u5c31\u662f\u6211\u4eec\u4eca\u5929\u8981\u804a\u7684 <strong>AI Infra<\/strong>\u3002<\/li>\n\n\n\n<li>\u5386\u53f2\u4e0a\uff0c\u5728 19 \u4e16\u7eaa\u7684\u52a0\u5dde\u6dd8\u91d1\u70ed\u4e2d\uff0c\u771f\u6b63\u8d5a\u5f97\u76c6\u6ee1\u94b5\u6ee1\u3001\u5e76\u8bde\u751f\u4e86\u50cf\u674e\u7ef4\u65af\uff08Levi&#8217;s\uff09\u8fd9\u6837\u767e\u5e74\u4f01\u4e1a\u7684\uff0c\u5f80\u5f80\u662f\u90a3\u4e9b\u5356\u94f2\u5b50\u3001\u5356\u725b\u4ed4\u88e4\u3001\u5f00\u9910\u9986\u7684\u4eba\u3002<\/li>\n\n\n\n<li>\u56e0\u4e3a\u6dd8\u91d1\u6709\u98ce\u9669\uff0c\u4f60\u53ef\u80fd\u6316\u4e00\u8f88\u5b50\u4e5f\u6316\u4e0d\u5230\u91d1\u5b50\u3002\u4f46\u65e0\u8bba\u8c01\u53bb\u6dd8\u91d1\uff0c\u4ed6\u90fd\u5fc5\u987b\u4e70\u4e00\u628a\u94f2\u5b50\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>AI Infra\uff0c\u5c31\u662f\u8fd9\u573a AI \u6dd8\u91d1\u70ed\u4e2d\u7684\u94f2\u5b50\u3001\u9550\u5934\u3001\u77ff\u8f66\u3001\u70b8\u836f\u3001\u5730\u56fe\u3001\u725b\u4ed4\u88e4\uff0c\u751a\u81f3\u662f\u74f6\u88c5\u6c34\u548c\u5de5\u4f5c\u9910\u3002\u5b83\u662f\u6240\u6709\u4e0a\u5c42 AI \u5e94\u7528\u5f97\u4ee5\u5b58\u5728\u548c\u8fd0\u884c\u7684\u5fc5\u8981\u975e\u5145\u5206\u6761\u4ef6\u3002\u6ca1\u6709\u5b83\uff0c\u4e00\u5207 AI \u7684\u5947\u8ff9\u90fd\u662f\u7a7a\u4e2d\u697c\u9601\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e8c\u3001AI \u57fa\u5efa\u7248\u56fe\u90fd\u5305\u542b\u54ea\u4e9b\uff1f\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u90a3\u4e48\uff0c\u8fd9\u5957\u5e9e\u5927\u7684 AI \u57fa\u7840\u8bbe\u65bd\u5230\u5e95\u5305\u542b\u54ea\u4e9b\u90e8\u5206\u5462\uff1f\u6211\u4eec\u53ef\u4ee5\u628a\u5b83\u5206\u4e3a\u4e00\u4e2a\u4e09\u5c42\u91d1\u5b57\u5854\u7ed3\u6784\uff1a\u7b97\u529b\u5c42\u3001\u5e73\u53f0\u5c42\u3001\u548c\u6a21\u578b\u5373\u670d\u52a1\uff08MaaS\uff09\u5c42\u3002<\/p>\n\n\n\n<p><strong>\ud83d\udd39\u7b2c\u4e00\u5c42\uff1a\u7b97\u529b\u5c42\uff1a\u53d1\u7535\u7ad9\u548c\u70bc\u94a2\u5382<\/strong><\/p>\n\n\n\n<p>\u8fd9\u662f\u6574\u4e2a AI Infra \u6700\u5e95\u5c42\u3001\u6700\u786c\u6838\u7684\u90e8\u5206\u3002\u5b83\u4e3a AI \u63d0\u4f9b\u4e86\u6700\u57fa\u7840\u7684\u80fd\u6e90 \u2014\u2014 \u8ba1\u7b97\u80fd\u529b\u3002<\/p>\n\n\n\n<ul>\n<li>\u6838\u5fc3\u7ec4\u4ef6 AI \u82af\u7247 (AI Accelerators)\n<ul>\n<li>GPU (Graphics Processing Unit, \u56fe\u5f62\u5904\u7406\u5668)\uff1a\u8fd9\u5c31\u662f\u82f1\u4f1f\u8fbe\u7684\u5370\u949e\u673a\u3002GPU \u6700\u521d\u662f\u4e3a\u6e38\u620f\u8bbe\u8ba1\u7684\uff0c\u56e0\u4e3a\u5b83\u62e5\u6709\u6570\u5343\u4e2a\u5c0f\u578b\u6838\u5fc3\uff0c\u975e\u5e38\u64c5\u957f\u5e76\u884c\u8ba1\u7b97\uff08\u540c\u65f6\u505a\u5927\u91cf\u7b80\u5355\u7684\u6570\u5b66\u9898\uff09\u3002\u800c\u8bad\u7ec3 AI \u6a21\u578b\uff0c\u672c\u8d28\u4e0a\u5c31\u662f\u6d77\u91cf\u7684\u3001\u5e76\u884c\u7684\u77e9\u9635\u8fd0\u7b97\u3002GPU \u7684\u8fd9\u4e2a\u7279\u6027\uff0c\u6070\u597d\u5b8c\u7f8e\u5730\u5951\u5408\u4e86 AI \u7684\u9700\u6c42\u3002\u82f1\u4f1f\u8fbe\u7684 A100\u3001H100 \u82af\u7247\uff0c\u5c31\u662f\u76ee\u524d\u6700\u62a2\u624b\u7684 AI \u71c3\u6599\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>TPU (Tensor Processing Unit, \u5f20\u91cf\u5904\u7406\u5668)\uff1a\u8c37\u6b4c\u4e3a\u81ea\u5df1\u7684 AI \u6846\u67b6 TensorFlow \u91cf\u8eab\u5b9a\u5236\u7684\u82af\u7247\uff0c\u4e0d\u5bf9\u5916\u5356\uff0c\u4e3b\u8981\u4f9b\u81ea\u5bb6\u4f7f\u7528\u3002<\/li>\n\n\n\n<li>NPU (Neural-network Processing Unit, \u795e\u7ecf\u7f51\u7edc\u5904\u7406\u5668)\uff1a\u66f4\u591a\u51fa\u73b0\u5728\u624b\u673a\u3001\u6c7d\u8f66\u7b49\u7ec8\u7aef\u8bbe\u5907\u4e0a\uff0c\u7528\u4e8e\u5728\u8bbe\u5907\u672c\u5730\u9ad8\u6548\u8fd0\u884c AI \u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u914d\u5957\u8bbe\u65bd\uff1a<\/p>\n\n\n\n<ul>\n<li>\u9ad8\u901f\u7f51\u7edc (High-Speed Interconnect)\uff1a\u8bad\u7ec3\u4e00\u4e2a\u5927\u6a21\u578b\uff0c\u901a\u5e38\u9700\u8981\u628a\u6210\u5343\u4e0a\u4e07\u4e2a GPU \u8fde\u63a5\u8d77\u6765\uff0c\u7ec4\u6210\u4e00\u4e2a\u8d85\u7ea7\u8ba1\u7b97\u673a\u3002\u8fd9\u4e9b GPU \u4e4b\u95f4\u9700\u8981\u4ee5\u6781\u9ad8\u7684\u901f\u5ea6\u4ea4\u6362\u6d77\u91cf\u6570\u636e\u3002\u50cf\u82f1\u4f1f\u8fbe\u7684 NVLink \u548c InfiniBand \u7f51\u7edc\u6280\u672f\uff0c\u5c31\u662f\u8fde\u63a5\u8fd9\u4e9b GPU \u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u5176\u91cd\u8981\u6027\u4e0d\u4e9a\u4e8e GPU \u672c\u8eab\u3002<\/li>\n\n\n\n<li>\u6570\u636e\u4e2d\u5fc3 (Data Center)\uff1a\u5bb9\u7eb3\u8fd9\u4e9b\u6d77\u91cf GPU\u3001\u7f51\u7edc\u8bbe\u5907\uff0c\u5e76\u63d0\u4f9b\u7a33\u5b9a\u4f9b\u7535\u3001\u6563\u70ed\u7684\u5de8\u5927\u7269\u7406\u7a7a\u95f4\u3002\u4e00\u4e2a\u73b0\u4ee3\u5316\u7684 AI \u6570\u636e\u4e2d\u5fc3\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u7b97\u529b\u5c42\uff0c\u5c31\u662f AI \u4e16\u754c\u7684\u7269\u7406\u5c42\u3002\u5b83\u51b3\u5b9a\u4e86 AI \u53d1\u5c55\u7684\u5929\u82b1\u677f\u3002\u6ca1\u6709\u8db3\u591f\u5f3a\u5927\u7684\u3001\u53ef\u7528\u7684\u7b97\u529b\uff0c\u518d\u597d\u7684\u7b97\u6cd5\u4e5f\u53ea\u662f\u7eb8\u4e0a\u8c08\u5175\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u82af\u7247\u6218\u4e89\u662f\u5f53\u524d\u5927\u56fd\u79d1\u6280\u535a\u5f08\u7684\u6700\u524d\u6cbf\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd39\u7b2c\u4e8c\u5c42\uff1a\u5e73\u53f0\u5c42 \u9ad8\u901f\u516c\u8def\u7f51\u548c\u5efa\u7b51\u5de5\u5177<\/strong><\/p>\n\n\n\n<p>\u5149\u6709\u53d1\u7535\u7ad9\u548c\u94a2\u94c1\u8fd8\u4e0d\u591f\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u628a\u5b83\u4eec\u53d8\u6210\u80fd\u7528\u7684\u4e1c\u897f\u3002\u5e73\u53f0\u5c42\uff0c\u5c31\u662f\u4e3a AI \u5f00\u53d1\u8005\u63d0\u4f9b\u4e00\u5957\u5b8c\u6574\u7684\u5de5\u5177\u94fe\u548c\u670d\u52a1\uff0c\u8ba9\u4ed6\u4eec\u53ef\u4ee5\u66f4\u65b9\u4fbf\u3001\u66f4\u9ad8\u6548\u5730\u5efa\u9020 AI \u5e94\u7528\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e00\u5c42\u975e\u5e38\u5e9e\u6742\uff0c\u6211\u4eec\u53ef\u4ee5\u628a\u5b83\u6bd4\u4f5c\u4e00\u4e2a\u57ce\u5e02\u5efa\u9020\u5de5\u5177\u5305\uff0c\u91cc\u9762\u5305\u542b\uff1a<\/p>\n\n\n\n<ul>\n<li>\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6 (Deep Learning Frameworks)\uff1a\n<ul>\n<li>\u4ee3\u8868\uff1aTensorFlow (\u8c37\u6b4c\u51fa\u54c1)\u3001PyTorch (Meta \u51fa\u54c1)\u3002<\/li>\n\n\n\n<li>\u4f5c\u7528\uff1a\u5b83\u4eec\u662f AI \u7b97\u6cd5\u5de5\u7a0b\u5e08\u7684\u8bed\u8a00\u3002\u8fd9\u4e9b\u6846\u67b6\u5c06\u590d\u6742\u7684\u5e95\u5c42\u6570\u5b66\u8fd0\u7b97\uff0c\u5c01\u88c5\u6210\u4e86\u5f00\u53d1\u8005\u5bb9\u6613\u4f7f\u7528\u7684 API\u3002\u5f00\u53d1\u8005\u4e0d\u518d\u9700\u8981\u4ece\u5934\u5f00\u59cb\u5199\u77e9\u9635\u4e58\u6cd5\uff0c\u53ef\u4ee5\u76f4\u63a5\u8c03\u7528\u4e00\u4e2a\u51fd\u6570\u6765\u6784\u5efa\u795e\u7ecf\u7f51\u7edc\u3002\u8fd9\u6781\u5927\u5730\u964d\u4f4e\u4e86 AI \u5f00\u53d1\u7684\u95e8\u69db\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>MLOps \u5e73\u53f0 (Machine Learning Operations)\uff1a\n<ul>\n<li>\u4f5c\u7528\uff1aMLOps \u8d1f\u8d23\u7ba1\u7406\u4e00\u4e2a AI \u6a21\u578b\u4ece\u51fa\u751f\u5230\u9000\u4f11\u7684\u5168\u751f\u547d\u5468\u671f\u3002\u5b83\u5c31\u50cf\u4e00\u5957\u73b0\u4ee3\u5316\u7684 \u201c\u5efa\u7b51\u9879\u76ee\u7ba1\u7406\u7cfb\u7edf\u201d\uff0c\u5305\u62ec\uff1a\n<ul>\n<li>\u6570\u636e\u7ba1\u7406\uff1a\u5982\u4f55\u5b58\u50a8\u3001\u6e05\u6d17\u3001\u6807\u6ce8\u6d77\u91cf\u7684\u8bad\u7ec3\u6570\u636e\uff1f<\/li>\n\n\n\n<li>\u6a21\u578b\u8bad\u7ec3\uff1a\u5982\u4f55\u5728\u51e0\u5343\u4e2a GPU \u4e0a\uff0c\u9ad8\u6548\u5730\u534f\u8c03\u8bad\u7ec3\u4efb\u52a1\uff1f<\/li>\n\n\n\n<li>\u6a21\u578b\u90e8\u7f72\uff1a\u5982\u4f55\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\uff0c\u53d1\u5e03\u5230\u7ebf\u4e0a\uff0c\u8ba9 APP \u53ef\u4ee5\u8c03\u7528\uff1f<\/li>\n\n\n\n<li>\u6a21\u578b\u76d1\u63a7\uff1a\u6a21\u578b\u4e0a\u7ebf\u540e\uff0c\u5982\u4f55\u76d1\u63a7\uff0c\u5b83\u7684\u8868\u73b0\u5982\u4f55\uff1f\u6709\u6ca1\u6709\u53d8\u7b28\uff1f\u662f\u5426\u9700\u8981\u91cd\u65b0\u8bad\u7ec3\uff1f<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u4ee3\u8868\uff1aAWS SageMaker\u3001Google Vertex AI\u3001Azure Machine Learning \u7b49\u4e91\u670d\u52a1\u5e73\u53f0\uff0c\u4ee5\u53ca\u4f17\u591a\u521b\u4e1a\u516c\u53f8\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u6a21\u578b\u4e0e\u6570\u636e\u96c6\u6258\u7ba1\u5e73\u53f0 (Model &amp; Dataset Hubs)\uff1a\n<ul>\n<li>\u4ee3\u8868\uff1aHugging Face\u3001GitHub\u3002<\/li>\n\n\n\n<li>\u4f5c\u7528\uff1aHugging Face \u88ab\u79f0\u4e3a \u201cAI \u754c\u7684 GitHub\u201d\u3002\u5168\u4e16\u754c\u7684\u5f00\u53d1\u8005\u53ef\u4ee5\u628a\u4ed6\u4eec\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u3001\u51c6\u5907\u597d\u7684\u6570\u636e\u96c6\uff0c\u4e0a\u4f20\u5230\u8fd9\u91cc\uff0c\u4f9b\u5176\u4ed6\u4eba\u4e0b\u8f7d\u548c\u4f7f\u7528\u3002\u8fd9\u6781\u5927\u5730\u4fc3\u8fdb\u4e86 AI \u793e\u533a\u7684\u5f00\u6e90\u4e0e\u534f\u4f5c\uff0c\u907f\u514d\u4e86\u5927\u5bb6\u91cd\u590d\u9020\u8f6e\u5b50\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u5e73\u53f0\u5c42\uff0c\u662f\u8fde\u63a5 \u201c\u539f\u59cb\u7b97\u529b\u201d \u548c \u201c\u4e0a\u5c42\u5e94\u7528\u201d \u7684\u6865\u6881\u3002\u5b83\u8ba9\u5efa\u9020 AI \u8fd9\u4ef6\u4e8b\uff0c\u4ece\u624b\u5de5\u4f5c\u574a\u5f0f\u7684\u5200\u8015\u706b\u79cd\uff0c\u53d8\u6210\u4e86\u5de5\u4e1a\u5316\u3001\u6807\u51c6\u5316\u7684 \u201c\u6d41\u6c34\u7ebf\u4f5c\u4e1a\u201d\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd39\u7b2c\u4e09\u5c42\uff1a\u6a21\u578b\u5373\u670d\u52a1\u5c42\uff08MaaS\uff09\u81ea\u6765\u6c34\u548c\u7535\u529b\u7f51<\/strong><\/p>\n\n\n\n<p>\u8fd9\u662f\u6700\u65b0\u51fa\u73b0\uff0c\u4e5f\u662f\u79bb\u6211\u4eec\u666e\u901a\u7528\u6237\u6700\u8fd1\u7684\u4e00\u5c42\u3002<\/p>\n\n\n\n<ul>\n<li>\u6838\u5fc3\u601d\u60f3\uff1a\u7edd\u5927\u591a\u6570\u516c\u53f8\u548c\u5f00\u53d1\u8005\uff0c\u5176\u5b9e\u5e76\u4e0d\u9700\u8981\u81ea\u5df1\u53bb\u4ece\u5934\u8bad\u7ec3\u4e00\u4e2a\u5de8\u5927\u7684\u57fa\u7840\u6a21\u578b\u3002\u8fd9\u65e2\u6602\u8d35\u53c8\u6ca1\u5fc5\u8981\u3002\u4ed6\u4eec\u9700\u8981\u7684\uff0c\u53ea\u662f\u4f7f\u7528\u8fd9\u4e9b\u5f3a\u5927\u6a21\u578b\u7684\u80fd\u529b\u3002<\/li>\n\n\n\n<li>MaaS \u5c42\u505a\u7684\uff0c\u5c31\u662f\u628a\u90a3\u4e9b\u9876\u5c16\u7684\u57fa\u7840\u5927\u6a21\u578b\uff08\u6bd4\u5982 GPT-5.2, Llama 3, Claude 4.5\uff09\uff0c\u901a\u8fc7 API \u7684\u65b9\u5f0f\uff0c\u6253\u5305\u6210\u4e00\u79cd\u50cf\u81ea\u6765\u6c34\u6216\u7535\u529b\u4e00\u6837\u7684\u516c\u5171\u670d\u52a1\uff0c\u5e76\u4e14\u6309\u6d41\u91cf\u8ba1\u8d39\u3002<\/li>\n\n\n\n<li>\u4ee3\u8868\uff1aOpenAI API\u3001Anthropic API\u3001Google Gemini API\uff0c\u4ee5\u53ca\u56fd\u5185\u7684\u767e\u5ea6\u5343\u5e06\u3001\u963f\u91cc\u901a\u4e49\u5343\u95ee\u7b49<\/li>\n\n\n\n<li>\u5de5\u4f5c\u6a21\u5f0f\uff1a\n<ul>\n<li>a\uff0e\u4e00\u4e2a\u521b\u4e1a\u516c\u53f8\u60f3\u5f00\u53d1\u4e00\u4e2a AI \u6cd5\u5f8b\u52a9\u624b APP\u3002 <\/li>\n\n\n\n<li>b\uff0e\u5b83\u4e0d\u9700\u8981\u81ea\u5df1\u8bad\u7ec3\u4e00\u4e2a\u6cd5\u5f8b\u5927\u6a21\u578b\u3002 <\/li>\n\n\n\n<li>c\uff0e\u5b83\u53ea\u9700\u8981\u5728\u81ea\u5df1\u7684 APP \u540e\u7aef\uff0c\u53bb\u8c03\u7528 OpenAI \u7684 API\u3002\u5f53\u7528\u6237\u5728 APP \u91cc\u63d0\u95ee\u65f6\uff0cAPP \u5c31\u628a\u95ee\u9898\u901a\u8fc7 API \u53d1\u9001\u7ed9 GPT-5.2\uff0c\u7136\u540e\u628a GPT-5.2 \u7684\u56de\u7b54\u518d\u663e\u793a\u7ed9\u7528\u6237\u3002 <\/li>\n\n\n\n<li>d\uff0e\u8fd9\u5bb6\u516c\u53f8\u53ea\u9700\u8981\u4e3a\u5b83\u8c03\u7528\u7684 API \u6b21\u6570\uff08\u6309 Token \u91cf\uff09\u4ed8\u8d39\uff0c\u5c31\u50cf\u6211\u4eec\u4e3a\u7528\u4e86\u591a\u5c11\u5ea6\u7535\u4ed8\u8d39\u4e00\u6837\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>MaaS \u5c42\uff0c\u662f\u4e00\u6b21\u884c\u4e1a\u4e0a\u7684\u5206\u5de5\u3002\u5b83\u8ba9\u64c5\u957f \u201c\u70bc\u5927\u6a21\u578b\u201d \u7684 \u201c\u70bc\u5927\u6a21\u578b\u201d\uff08\u8fd9\u9700\u8981\u5de8\u5927\u7684\u7b97\u529b\u548c\u8d44\u672c\u6295\u5165\uff09\uff0c\u64c5\u957f \u201c\u505a\u5e94\u7528\u201d \u7684 \u201c\u505a\u5e94\u7528\u201d\u3002\u8fd9\u6781\u5927\u5730\u91ca\u653e\u4e86 AI \u5e94\u7528\u7684\u521b\u65b0\u6d3b\u529b\u3002<\/p>\n\n\n\n<p><strong>\u4e09\u3001\u4e3a\u4ec0\u4e48\u8bf4\u5356\u94f2\u5b50\u7684\u66f4\u8d5a\u94b1\uff1f\u2014\u2014 AI Infra \u7684\u5546\u4e1a\u903b\u8f91\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u73b0\u5728\uff0c\u6211\u4eec\u53ef\u4ee5\u56de\u5230\u6700\u521d\u7684\u90a3\u4e2a\u95ee\u9898\u4e86\uff1a\u4e3a\u4ec0\u4e48\u82f1\u4f1f\u8fbe\u8fd9\u4e48\u503c\u94b1\uff1f<\/p>\n\n\n\n<p>\u56e0\u4e3a\u5728\u5f53\u524d\u8fd9\u4e2a AI \u5e94\u7528\u7684\u6218\u56fd\u65f6\u4ee3\uff0c\u8c01\u80fd\u6210\u4e3a\u6700\u7ec8\u7684\u6dd8\u91d1\u738b\uff08\u6bd4\u5982\u4e0b\u4e00\u4e2a\u6296\u97f3\u3001\u4e0b\u4e00\u4e2a\u5fae\u4fe1\uff09\uff0c\u8fd8\u5145\u6ee1\u5de8\u5927\u7684\u4e0d\u786e\u5b9a\u6027\u3002\u4f46\u53ef\u4ee5\u786e\u5b9a\u7684\u662f\uff0c\u6240\u6709\u53c2\u4e0e\u8fd9\u573a\u6e38\u620f\u7684\u4eba\uff0c\u90fd\u5fc5\u987b\u4ece\u82f1\u4f1f\u8fbe\u90a3\u91cc\u8d2d\u4e70\u7b97\u529b\uff08GPU\uff09\uff0c\u90fd\u5fc5\u987b\u4f7f\u7528 PyTorch \u7b49\u6846\u67b6\uff0c\u90fd\u53ef\u80fd\u9700\u8981\u8c03\u7528 OpenAI \u7684 API\u3002<\/p>\n\n\n\n<ul>\n<li>\u7b97\u529b\u5c42\u7684\u516c\u53f8\uff08\u82f1\u4f1f\u8fbe\uff09\uff1a\u5356\u7684\u662f\u521a\u9700\u4e2d\u7684\u521a\u9700\u3002\u53ea\u8981 AI \u5728\u53d1\u5c55\uff0c\u5c31\u9700\u8981\u66f4\u591a\u7684\u7b97\u529b\u3002\u5b83\u4eec\u63d0\u4f9b\u7684\u662f \u201c\u571f\u5730\u201d \u548c \u201c\u80fd\u6e90\u201d\u3002<\/li>\n\n\n\n<li>\u5e73\u53f0\u5c42\u7684\u516c\u53f8\uff08\u4e91\u5382\u5546\u3001Hugging Face\uff09\uff1a\u5356\u7684\u662f\u6548\u7387\u548c\u6807\u51c6\u3002\u5b83\u4eec\u5e2e\u52a9\u6dd8\u91d1\u8005\u66f4\u5feb\u3001\u66f4\u7701\u529b\u5730\u6316\u77ff\u3002\u5b83\u4eec\u63d0\u4f9b\u7684\u662f \u201c\u9ad8\u901f\u516c\u8def\u201d \u548c \u201c\u5efa\u7b51\u89c4\u8303\u201d\u3002<\/li>\n\n\n\n<li>MaaS \u5c42\u7684\u516c\u53f8\uff08OpenAI\u3001Anthropic\uff09\uff1a\u5356\u7684\u662f\u6838\u5fc3\u80fd\u529b\u3002\u5b83\u4eec\u76f4\u63a5\u63d0\u4f9b\u4e86\u6700\u5f3a\u5927\u7684 \u201c\u6316\u6398\u673a\u201d\uff0c\u4f60\u53ea\u9700\u8981\u5b66\u4f1a\u600e\u4e48\u5f00\u5c31\u884c\u3002<\/li>\n<\/ul>\n\n\n\n<p>AI Infra\uff0c\u8d5a\u7684\u76f8\u5f53\u4e8e\u662f\u6574\u4e2a AI \u884c\u4e1a\u53d1\u5c55\u7684\u7a0e\u3002\u8fd9\u662f\u4e00\u4e2a\u66f4\u7a33\u5b9a\u3001\u66f4\u5177\u786e\u5b9a\u6027\u3001\u4e5f\u66f4\u8d5a\u94b1\u7684\u5546\u4e1a\u6a21\u5f0f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8f6c\u8f7d\uff1a\u5c0f\u7ea2\u4e66 AI\u4ea7\u54c1\u8d75\u54e5 \u524d\u8a00\ud83d\udd16 \u968f\u7740\u4eca\u5e74\u5e74\u521d\u667a\u80fd\u4f53\u7684\u7206\u706b\uff0cAI \u5e94\u7528\u4e95\u55b7\u5f0f\u53d1\u5c55\u3002\u6211\u4eec\u6700\u8fd1\u804a\u4e86\u5f88\u591a AI \u76f8 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[48],"tags":[],"_links":{"self":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/20907"}],"collection":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=20907"}],"version-history":[{"count":1,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/20907\/revisions"}],"predecessor-version":[{"id":20908,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/20907\/revisions\/20908"}],"wp:attachment":[{"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=20907"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=20907"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=20907"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}