{"id":786165,"date":"2026-05-25T15:57:01","date_gmt":"2026-05-25T07:57:01","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=786165"},"modified":"2026-05-25T15:57:01","modified_gmt":"2026-05-25T07:57:01","slug":"deepseek%e6%b0%b8%e4%b9%85%e9%99%8d%e4%bb%b7%ef%bc%8c%e5%85%b6%e5%ae%9e%e6%98%af%e7%9e%84%e5%87%86%e4%ba%8610%e4%b8%87%e4%ba%bf%e7%be%8e%e5%85%83%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=786165","title":{"rendered":"DeepSeek\u6c38\u4e45\u964d\u4ef7\uff0c\u5176\u5b9e\u662f\u7784\u51c6\u4e8610\u4e07\u4ebf\u7f8e\u5143\uff1f"},"content":{"rendered":"<blockquote>\n<p>\u6587 | \u5b57\u6bcdAI<\/p>\n<\/blockquote>\n<p>\u4e1a\u5185\u4e00\u76f4\u6709\u8fd9\u4e48\u4e00\u4e2a\u5171\u8bc6\uff0cDeepSeek\u5f71\u54cd\u529b\u867d\u7136\u5f88\u5927\uff0c\u4f46DeepSeek\u5c31\u662f\u4e0d\u8d5a\u94b1\u3002<\/p>\n<p>\u8bf4\u5230\u5e95\uff0c\u65e0\u975e\u5c31\u662fDeepSeek\u6ca1\u6709\u8ba2\u9605\u3001\u6ca1\u6709\u989d\u5916\u6536\u8d39\u9879\u76ee\uff0c\u53ea\u6709API\u6536\u8d39\uff0c\u53efAPI\u4ef7\u683c\u592a\u4fbf\u5b9c\u4e86\uff0c\u800c\u4e14\u52a8\u4e0d\u52a8\u5c31\u6253\u6298\u964d\u4ef7\u3002<\/p>\n<p>\u5c31\u6bd4\u59825\u670822\u65e5\u665a\u4e0a\uff0cDeepSeek\u5ba3\u5e03\u6700\u65b0\u65d7\u8230\u6a21\u578b\u6c38\u4e45\u964d\u4ef775%\uff0c\u4ece6\u67081\u65e5\u5f00\u59cb\u751f\u6548\u3002<\/p>\n<p>\u4f46\u4f60\u6709\u60f3\u8fc7\u8fd9\u4e00\u5207\u80cc\u540e\u7684\u903b\u8f91\u662f\u4ec0\u4e48\u5417\uff1f<\/p>\n<p><a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%9a%e9%a9%ac%e9%80%8a\" title=\"View all posts in \u4e9a\u9a6c\u900a\" target=\"_blank\" class=\"tag_link\">\u4e9a\u9a6c\u900a<\/a>AWS\u65b0\u52a0\u5761\u533a\u57df\u751f\u6210\u5f0fAI\u6280\u672f\u8d1f\u8d23\u4eba\u5409\u91cc\u4ec0&middot;\u8fea\u5229\u666e&middot;\u5e15\u8482\u5c14\uff08Girish Dilip Patil\uff09\u5728\u5468\u672b\u5199\u4e86\u8fd9\u4e48\u4e00\u7bc7\u6587\u7ae0\uff0c\u6807\u9898\u662f\u300aDeepSeek\u768410\u4e07\u4ebf\u7f8e\u5143\u5927\u6218\u7565\u300b\uff0c\u4ece\u4e1a\u5185\u89c6\u89d2\uff0c\u5bf9DeepSeek\u7684\u5e95\u5c42\u903b\u8f91\u8fdb\u884c\u4e86\u5256\u6790\u3002<\/p>\n<p><img src=\"https:\/\/images.tmtpost.com\/uploads\/images\/wx\/2026\/05\/20260525153758811074.jpg?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/thumbnail\/1440x1162\/gravity\/center\/crop\/!1440x1162&ext=.jpg\" alt=\"DeepSeek\u6c38\u4e45\u964d\u4ef7\uff0c\u5176\u5b9e\u662f\u7784\u51c6\u4e8610\u4e07\u4ebf\u7f8e\u5143\uff1f\" style=\"display:block; margin-left:auto; margin-right:auto\" 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Paul\uff09\uff0c\u4ed6\u5c31\u8f6c\u8f7d\u4e86\u8fd9\u7bc7\u6587\u7ae0\uff0c\u5e76\u5bf9\u6587\u7ae0\u8868\u793a\u4e86\u9ad8\u5ea6\u7684\u8ba4\u53ef\u3002<\/p>\n<p>\u56fd\u5185\u53ef\u80fd\u5bf9\u7f57\u6c49\u8fd9\u4e2a\u540d\u5b57\u6bd4\u8f83\u964c\u751f\uff0c\u4f46\u662f\u4ed6\u6709\u4e00\u4e2a\u7c89\u4e1d\u4f60\u80af\u5b9a\u8ba4\u8bc6\uff0c\u90a3\u5c31\u662f\u76ae\u67e5\u4f0a\uff0c\u8c37\u6b4c\u73b0\u4efbCEO\u3002<\/p>\n<p>\u8bf4\u56de\u6587\u7ae0\u4f5c\u8005\uff0c\u5409\u91cc\u4ec0\u4e0d\u662f\u90a3\u79cd\u53ea\u61c2\u6570\u5b66\u6216\u8005\u4ee3\u7801\u7684\u4eba\uff0c\u7531\u4e8e\u5de5\u4f5c\u7684\u539f\u56e0\uff0c\u4ed6\u6bcf\u5929\u90fd\u8981\u63a5\u89e6AI\u5168\u6808\uff0c\u56e0\u6b64\u4ed6\u662f\u65e2\u61c2\u5927\u6a21\u578b\u67b6\u6784\u548c\u63a8\u7406\uff0c\u4e5f\u719f\u6089GPU\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%91%e6%9c%8d%e5%8a%a1\" title=\"View all posts in \u4e91\u670d\u52a1\" target=\"_blank\" class=\"tag_link\">\u4e91\u670d\u52a1<\/a>\u3001\u4f01\u4e1a\u90e8\u7f72\u3001\u5f00\u53d1\u8005\u751f\u6001\u548c\u5546\u4e1a\u5316\u573a\u666f\u3002<\/p>\n<p>\u6240\u4ee5\u4ed6\u5206\u6790DeepSeek\u65f6\uff0c\u5173\u6ce8\u70b9\u4e0d\u662f&ldquo;\u6a21\u578b&rdquo;\u672c\u8eab\uff0c\u800c\u662f\u4ece\u6700\u5e95\u5c42\u7684\u6280\u672f\uff0c\u6162\u6162\u8c08\u5230\u786c\u4ef6\uff0c\u6700\u540e\u4e0a\u5347\u5230\u6574\u4e2a\u4ea7\u4e1a\u3002<\/p>\n<p>\u90a3\u4e48\u6587\u7ae0\u5177\u4f53\u662f\u600e\u4e48\u8bf4\u7684\u5462\uff1f<\/p>\n<h2><strong>01<\/strong><strong>\u6539\u5199\u5e95\u5c42\u903b\u8f91<\/strong><\/h2>\n<p>\u6211\u4eec\u5bf9&ldquo;\u4fbf\u5b9c&rdquo;\u8fd9\u4e2a\u8bcd\u7684\u7406\u89e3\uff0c\u4e3b\u8981\u6765\u81ea\u4e8e\u8fc7\u53bb\u7684\u5404\u79cd\u5927\u6218\uff0c\u6bd4\u5982\u7f51\u7ea6\u8f66\u5927\u6218\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%a4%96%e5%8d%96\" title=\"View all posts in \u5916\u5356\" target=\"_blank\" class=\"tag_link\">\u5916\u5356<\/a>\u5927\u6218\u3001\u5171\u4eab<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%8d%95%e8%bd%a6\" title=\"View all posts in \u5355\u8f66\" target=\"_blank\" class=\"tag_link\">\u5355\u8f66<\/a>\u5927\u6218\u7b49\u7b49\u3002&ldquo;\u4fbf\u5b9c\u5c31\u662f\u62a2\u6d41\u91cf\uff0c\u4fbf\u5b9c\u5c31\u662f\u62a2\u5e02\u573a&rdquo;\u51e0\u4e4e\u523b\u5728\u4e86\u7f51\u53cb\u4eec\u7684DNA\u91cc\u3002<\/p>\n<p>\u7136\u800cDeepSeek\u7684\u4fbf\u5b9c\uff0c\u5e76\u975e\u662f\u7b80\u5355\u7684\u62a2\u91cf\uff0c\u5b83\u5176\u5b9e\u662f\u4e00\u79cd&ldquo;\u89e3\u7ed1&rdquo;\uff0c\u8ba9\u628aAI\u4e0d\u518d\u4f9d\u8d56\u7279\u5b9a\u7684\u786c\u4ef6\u3002<\/p>\n<p>\u4eceV3\u5230V4\uff0cDeepSeek\u6709\u4e24\u4ef6\u4e8b\u5f71\u54cd\u5f88\u5927\uff0c\u4e00\u4e2a\u662f\u6a21\u578b\u8bb0\u5fc6\uff0c\u4e00\u4e2a\u662f\u6a21\u578b\u63a8\u7406\uff0c\u4e0d\u8fc7\u6700\u7ec8\u90fd\u843d\u5230\u4e86\u4e00\u4e2a\u5b57\u4e0a\uff0c&ldquo;\u7701&rdquo;\u3002<\/p>\n<p>\u5927\u6a21\u578b\u6bcf\u804a\u4e00\u53e5\uff0c\u90fd\u8981\u628a\u524d\u9762\u7684\u4e0a\u4e0b\u6587\u5b58\u5728KV Cache\u91cc\uff0c\u800c\u8fd9\u90e8\u5206\u901a\u5e38\u5403\u7684\u662f\u6700\u8d35\u3001\u6700\u7d27\u5f20\u7684HBM\u3002<\/p>\n<p>\u6839\u636e\u5409\u91cc\u4ec0\u7684\u6d4b\u7b97\uff0c\u5728100\u4e07token\u4e0a\u4e0b\u6587\u30018bit KV\u7cbe\u5ea6\u548c16bit\u7d22\u5f15\u7684\u7cbe\u5ea6\u4e0b\uff0cDeepSeek V4\u7684KV Cache\u53ea\u53605.48GB HBM\u3002\u4f5c\u4e3a\u5bf9\u6bd4\uff0cGLM5\u898160GB\uff0cQwen3-235B-A22B\u898189GB\u3002<\/p>\n<p><img src=\"https:\/\/images.tmtpost.com\/uploads\/images\/wx\/2026\/05\/20260525153758934805.jpg?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/thumbnail\/1440x991\/gravity\/center\/crop\/!1440x991&ext=.jpg\" alt=\"DeepSeek\u6c38\u4e45\u964d\u4ef7\uff0c\u5176\u5b9e\u662f\u7784\u51c6\u4e8610\u4e07\u4ebf\u7f8e\u5143\uff1f\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<p>\u5dee\u8ddd\u4e0d\u53ea\u5728\u53c2\u6570\u5927\u5c0f\uff0c\u800c\u5728\u67b6\u6784\u3002DeepSeek V4\u7684MoE\u3001MLA\u3001DSA\u3001CSA\u3001HCA\u8bbe\u8ba1\uff0c\u672c\u8d28\u4e0a\u90fd\u5728\u505a\u540c\u4e00\u4ef6\u4e8b\uff0c\u628a\u957f\u4e0a\u4e0b\u6587\u4ece&ldquo;\u663e\u5b58\u9ed1\u6d1e&rdquo;\u53d8\u6210\u53ef\u4ee5\u88ab\u538b\u7f29\u3001\u8f6c\u5b58\u3001\u91cd\u65b0\u52a0\u8f7d\u7684\u7cfb\u7edf\u5de5\u7a0b\u3002<\/p>\n<p>\u800c\u4e00\u65e6KV Cache\u88ab\u538b\u7f29\u5230\u5f88\u5c0f\u7684\u89c4\u6a21\uff0c\u90a3\u5c31\u610f\u5473\u7740\uff0c\u6a21\u578b\u63a8\u7406\u53ef\u4ee5\u66f4\u591a\u5730\u653e\u5728SSD\u3001NAND\u95ea\u5b58\u3001LPDDR\u5185\u5b58\u8fd9\u4e9b\u4ef7\u683c\u4eb2\u6c11\u7684\u5b58\u50a8\u4ecb\u8d28\u4e0a\uff0c\u8fd9\u6837\u4f60\u5c31\u53ef\u4ee5\u5c11\u82b1\u70b9\u94b1\u53bb\u4e70HBM\uff0c\u540c\u65f6\u8fd9\u4e5f\u8868\u793a\uff0c\u4f60\u4e0d\u518d\u9700\u8981\u90a3\u4e48\u591a\u82f1\u4f1f\u8fbeGPU\u4e86\u3002<\/p>\n<p>\u4ee5\u524d\u4f60\u60f3\u5165\u5c40AI\uff0c\u90a3\u4f60\u5c31\u5f97\u8001\u8001\u5b9e\u5b9e\u82b1\u5927\u51e0\u767e\u4e07\u53bb\u4e70\u82f1\u4f1f\u8fbeGPU\uff0c\u94b1\u82b1\u51fa\u53bb\u4e5f\u5c31\u7b97\u4e86\uff0c\u5173\u952e\u662f\u4f60\u8fd8\u5f97\u7b49\uff0c\u56e0\u4e3aHBM\u5df2\u7ecf\u4e25\u91cd\u4f9b\u4e0d\u5e94\u6c42\u3002<\/p>\n<p>\u73b0\u5728\u7f3a\u8d27\u5230\u4ec0\u4e48\u7a0b\u5ea6\u5462\uff1f2025\u5e7411\u6708\u4e0b\u5355\u7684GB200\uff0c\u8d77\u7801\u8981\u7b49\u52302026\u5e74\u7b2c\u4e8c\u5b63\u5ea6\u624d\u80fd\u62ff\u5230\u8d27\u30022022\u5e74\u7279\u65af\u62c9<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%8a%af%e7%89%87\" title=\"View all posts in \u82af\u7247\" target=\"_blank\" class=\"tag_link\">\u82af\u7247<\/a>\u77ed\u7f3a\u6700\u4e25\u91cd\u7684\u65f6\u671f\uff0c\u4e00\u8f86Model Y\u6700\u957f\u4ea4\u4ed8\u5468\u671f\u4e5f\u624d24\u5468\u3002<\/p>\n<p><strong>\u4e00\u5f20GPU\uff0c\u5df2\u7ecf\u6bd4\u4e00\u8f86<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%96%b0%e8%83%bd%e6%ba%90%e6%b1%bd%e8%bd%a6\" title=\"View all posts in \u65b0\u80fd\u6e90\u6c7d\u8f66\" target=\"_blank\" class=\"tag_link\">\u65b0\u80fd\u6e90\u6c7d\u8f66<\/a>\u8fd8\u96be\u9020\u4e86\u3002<\/strong><\/p>\n<p>\u56e0\u6b64\uff0cDeepSeek\u7684\u53d9\u4e8b\u5bf9\u4e2d\u56fdAI\u4ea7\u4e1a\u94fe\u5f88\u91cd\u8981\u3002<\/p>\n<p>\u56fd\u4ea7\u82af\u7247\u4eca\u5929\u6700\u5927\u7684\u673a\u4f1a\uff0c\u672a\u5fc5\u662f\u6b63\u9762\u8ffd\u5e73\u82f1\u4f1f\u8fbe\u6700\u9876\u7ea7GPU\uff0c\u800c\u662f\u5148\u627e\u5230\u53ef\u4ee5\u771f\u5b9e\u627f\u63a5\u8d1f\u8f7d\u7684\u573a\u666f\u3002<\/p>\n<p>DeepSeek\u628a\u6a21\u578b\u505a\u5f97\u66f4\u7701\u663e\u5b58\u3001\u66f4\u9002\u5408\u957f\u4e0a\u4e0b\u6587\u3001\u66f4\u5bb9\u6613\u88ab\u62c6\u5230\u4e0d\u540c\u786c\u4ef6\u4e0a\u8fd0\u884c\uff0c\u5c31\u7b49\u4e8e\u7ed9\u56fd\u4ea7GPU\u3001\u5b58\u50a8\u5382\u5546\u3001\u670d\u52a1\u5668\u5382\u5546\u548c\u5f02\u6784\u8ba1\u7b97\u6846\u67b6\u7559\u51fa\u4e86\u63a5\u53e3\u3002<\/p>\n<p>\u4ee5\u524d\u82f1\u4f1f\u8fbe\u3001SK \u6d77\u529b\u58eb\u3001\u4e09\u661f\u3001\u7f8e\u5149\u8fd9\u4e9b\u5382\u5546\u6536\u5165\u66b4\u6da8\uff0c\u5c31\u662f\u56e0\u4e3aAI\u786c\u4ef6\u6240\u6709\u7684\u538b\u529b\u5168\u5728GPU\u548cHBM\u4e0a\u3002<\/p>\n<p>DeepSeek\u628a\u56fd\u4ea7\u5382\u5546\u62c9\u8fdb<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b8%b8%e6%88%8f\" title=\"View all posts in \u6e38\u620f\" target=\"_blank\" class=\"tag_link\">\u6e38\u620f<\/a>\u91cc\u4e86\uff0c\u53ef\u4ee5\u53c2\u4e0e\u5230\u63a8\u7406\u3001\u7f13\u5b58\u3001\u5b58\u50a8\u3001\u8c03\u5ea6\u7684\u6bcf\u4e00\u4e2a\u73af\u8282\u3002<\/p>\n<p><strong>\u6a21\u578b\u4e0d\u518d\u53ea\u4e3a\u6700\u5f3a\u7684\u786c\u4ef6\u670d\u52a1\uff0c\u786c\u4ef6\u4e5f\u4e0d\u5fc5\u53ea\u6709\u6700\u5f3a\u7684\u90a3\u4e00\u7c7b\u624d\u6709\u4ef7\u503c\u3002\u4e2d\u56fd\u673a\u4f1a\u5c31\u5728\u8fd9\u91cc\u3002<\/strong><\/p>\n<p>\u518d\u770bAPI\u5b9a\u4ef7<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\u3002<\/p>\n<p>\u5c31\u5728\u8fd9\u7bc7\u6587\u7ae0\u53d1\u51fa\u524d\u4e00\u5929\uff0cDeepSeek V4 Pro\u5ba3\u5e03token\u4ef7\u683c75%\u6c38\u964d\uff0c\u8f93\u5165token\u4ef7\u683c\u964d\u81f3\u6bcf\u767e\u4e070.435\u7f8e\u5143\uff0c\u7f13\u5b58\u547d\u4e2d\u66f4\u662f\u4f4e\u81f30.0036\u7f8e\u5143\u3002<\/p>\n<p>\u8fd9\u4e2a\u4ef7\u683c\u6bd4Claude Opus 4.7\u4fbf\u5b9c19\u500d\uff0c\u6bd4GPT-5.5\u4fbf\u5b9c12\u500d\u3002<\/p>\n<p>DeepSeek\u7684\u964d\u4ef7\u7edd\u975e\u662f\u8d54\u672c\u8d5a\u5406\u559d\uff0c\u539f\u56e0\u5728\u4e8e\uff0c\u5728DeepSeek\u5f00\u542f\u9996\u6b21<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%9e%8d%e8%b5%84\" title=\"View all posts in \u878d\u8d44\" target=\"_blank\" class=\"tag_link\">\u878d\u8d44<\/a>\u540e\uff0c\u6881\u6587\u950b\u5c31\u66fe\u8ddf<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%8a%95%e8%b5%84\" title=\"View all posts in \u6295\u8d44\" target=\"_blank\" class=\"tag_link\">\u6295\u8d44<\/a>\u4eba\u8868\u6001\uff0c\u8981\u7ed9DeepSeek\u4e00\u4e2a\u5065\u5eb7\u7684\u5546\u4e1a\u6a21\u5f0f\u3002<\/p>\n<p>\u663e\u7136\u4ed6\u4e0d\u80fd\u8ba9DeepSeek\u4e8f\u94b1\u3002<\/p>\n<p>\u4f4e\u4ef7API\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u751f\u6001\u7b56\u7565\uff0c\u4e5f\u662fDeepSeek\u5728\u5411\u6574\u4e2a\u4ea7\u4e1a\u94fe\u53d1\u51fa\u4fe1\u53f7\u3002<\/p>\n<p>DeepSeek\u4ecd\u7136\u5728\u8d5a\u94b1\uff0c\u4f46\u662f\u6881\u6587\u950b\u4e0d\u6025\u7740\u53bb\u8d5a&ldquo;\u5927\u94b1&rdquo;\uff0c\u4ed6\u8981\u505a\u7684\u662f\u8ba9\u8db3\u591f\u591a\u7684\u5f00\u53d1\u8005\u3001\u4f01\u4e1a\u3001\u786c\u4ef6\u5382\u5546\u56f4\u7ed5\u8fd9\u5957\u6280\u672f\u4f53\u7cfb\u505a\u9002\u914d\u548c\u6295\u5165\u3002<\/p>\n<p>\u539f\u56e0\u65e0\u4ed6\uff0c\u5c31\u662f\u4fbf\u5b9c\uff0c\u6240\u4ee5\u8bd5\u9519\u6210\u672c\u6781\u4f4e\u3002\u51e0\u767e\u5757\u94b1\uff0c\u751a\u81f3\u51e0\u5341\u5757\u94b1\u5c31\u80fd\u9002\u914d\uff0c\u90a3\u5bf9\u4f01\u4e1a\u6765\u8bf4\u53ef\u592a\u5212\u7b97\u4e86\u3002<\/p>\n<p>\u5f53\u751f\u6001\u5f62\u6210\u65f6\uff0cDeepSeek\u5c31\u4e0d\u662f\u57fa\u5ea7\u6a21\u578b\u516c\u53f8\u4e86\uff0c\u5b83\u662fAI\u57fa\u7840\u8bbe\u65bd\u516c\u53f8\uff0c\u8d1f\u8d23\u5236\u5b9a\u6807\u51c6\uff0c\u5b9a\u4e49\u4ea7\u4e1a\uff0c\u8fd9\u53ef\u80fd\u624d\u662f\u6881\u6587\u950b\u770b\u91cd\u7684\u3002<\/p>\n<p>DeepSeek\u7684\u6280\u672f\u9009\u62e9\u548c\u5546\u4e1a\u7b56\u7565\u80cc\u540e\uff0c\u5b58\u5728\u7740\u4e00\u4e2a\u6e05\u6670\u7684\u903b\u8f91\u94fe\u6761\u3002<\/p>\n<p>\u964d\u4f4e\u6a21\u578b\u5bf9\u9876\u7ea7\u786c\u4ef6\u7684\u4f9d\u8d56\uff0c\u8ba9\u66f4\u591a\u786c\u4ef6\u5382\u5546\u6709\u53c2\u4e0e\u673a\u4f1a\uff0c\u5f62\u6210\u826f\u6027\u7ade\u4e89\uff1b\u786c\u4ef6\u5382\u5546\u4eec\u5f00\u59cb\u7ade\u4e89\uff0c\u5206\u6563<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%a3%8e%e9%99%a9\" title=\"View all posts in \u98ce\u9669\" target=\"_blank\" class=\"tag_link\">\u98ce\u9669<\/a>\u5e76\u964d\u4f4e\u6574\u4f53\u6210\u672c\uff1b\u964d\u4f4e\u6574\u4f53\u6210\u672c\uff0c\u652f\u6491\u66f4\u4f4e\u7684API\u4ef7\u683c\uff1b\u66f4\u4f4e\u7684API\u4ef7\u683c\uff0c\u5438\u5f15\u66f4\u591a\u5f00\u53d1\u8005\u548c\u5e94\u7528\uff1b\u66f4\u591a\u7684\u5e94\u7528\uff0c\u4ea7\u751f\u66f4\u5927\u7684\u63a8\u7406\u8d1f\u8f7d\uff1b\u66f4\u5927\u7684\u63a8\u7406\u8d1f\u8f7d\uff0c\u5c31\u9700\u8981\u66f4\u591a\u7684\u6570\u636e\u4e2d\u5fc3\u3001\u5b58\u50a8\u3001\u7535\u529b\u548c\u6563\u70ed\u8bbe\u65bd\u3002<\/p>\n<p><strong>\u8fd9\u662f\u4e00\u4e2a\u6b63\u5411\u5faa\u73af\uff0cDeepSeek\u7ad9\u5728\u8fd9\u4e2a\u5faa\u73af\u7684\u8d77\u70b9\u3002<\/strong><\/p>\n<p>\u5c31\u50cf\u5f53\u5e74\u7684Linux\u4e0d\u9760\u64cd\u4f5c\u7cfb\u7edf\u6388\u6743\u8d39\u8d5a\u94b1\uff0c\u5374\u64ac\u52a8\u4e86\u6574\u4e2a\u5f00\u6e90\u8f6f\u4ef6\u751f\u6001\u3002<\/p>\n<p>DeepSeek\u7684\u5f00\u6e90\u7b56\u7565\u3001\u4f4e\u4ef7API\u3001\u6280\u672f\u8bba\u6587\u6beb\u65e0\u4fdd\u7559\u5206\u4eab\uff0c\u90fd\u5728\u4e3a\u540c\u4e00\u4e2a\u76ee\u6807\u670d\u52a1\u3002\u6210\u4e3a\u6807\u51c6\uff0c\u7136\u540e\u5728\u6807\u51c6\u4e4b\u4e0a\u6784\u5efa\u7684\u5e9e\u5927\u4ea7\u4e1a\u94fe\u4e2d\u83b7\u53d6\u4ef7\u503c\u3002<\/p>\n<h2><strong>02<\/strong><strong>\u4ece\u7b97\u529b\u5230\u7535\u529b<\/strong><\/h2>\n<p>\u5047\u5982\uff0c\u6211\u662f\u8bf4\u5047\u5982\uff0cDeepSeek\u771f\u7684\u662f\u60f3\u8981\u7ad9\u5728\u6574\u4e2aAI\u751f\u6001\u7684\u5f00\u7aef\uff0c\u90a3\u4e48\u5b81\u5fb7\u65f6\u4ee3\u6295\u8d44DeepSeek\u8fd9\u4ef6\u4e8b\uff0c\u5c31\u8bf4\u5f97\u901a\u4e86\u3002<\/p>\n<p>\u867d\u7136\u6211\u4eec\u603b\u662f\u4e60\u60ef\u7528\u82f1\u4f1f\u8fbe\u6765\u4ee3\u8868AI\u57fa\u7840\u8bbe\u65bd\uff0c\u4f46\u662fAI\u57fa\u7840\u8bbe\u65bd\u5e76\u4e0d\u7b49\u4e8eGPU\uff0c\u5b83\u5e94\u8be5\u662f\u6570\u636e\u4e2d\u5fc3\u3001\u4f9b\u7535\u7cfb\u7edf\u3001\u6563\u70ed\u65b9\u6848\u3001\u50a8\u80fd\u8bbe\u5907\u548c\u7535\u7f51\u8c03\u5ea6\u80fd\u529b\u7684\u603b\u548c\u3002<\/p>\n<p>\u8fd9\u91cc\u6709\u4e00\u4e2a\u53cd\u76f4\u89c9\u7684\u73b0\u8c61\u3002<\/p>\n<p>DeepSeek\u628a\u63a8\u7406\u6210\u672c\u6253\u4e0b\u6765\u4e86\uff0c\u6309\u7406\u8bf4\u5e94\u8be5\u964d\u4f4e\u5bf9\u786c\u4ef6\u548c\u7535\u529b\u7684\u9700\u6c42\u3002<strong>\u5b9e\u9645\u60c5\u51b5\u6070\u6070\u76f8\u53cd\u3002\u964d\u672c\u4f1a\u89e6\u53d1\u9700\u6c42\u81a8\u80c0\u3002<\/strong><\/p>\n<p>\u5f53API\u4ef7\u683c\u4ece\u6bcf\u767e\u4e07token\u51e0\u7f8e\u5143\u964d\u5230\u51e0\u6bdb\u94b1<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%ba%e6%b0%91%e5%b8%81\" title=\"View all posts in \u4eba\u6c11\u5e01\" target=\"_blank\" class=\"tag_link\">\u4eba\u6c11\u5e01<\/a>\uff0c\u5f88\u591a\u8fc7\u53bb\u5acc\u8d35\u3001\u4e0d\u6562\u591a\u7528\u7684\u573a\u666f\uff0c\u90fd\u4f1a\u5f00\u59cb\u5927\u91cf\u8c03\u7528\u6a21\u578b\u3002<\/p>\n<p>\u4f7f\u7528\u91cf\u7684\u589e\u957f\u901f\u5ea6\uff0c\u4f1a\u8fdc\u8d85\u5355\u6b21\u63a8\u7406\u6210\u672c\u7684\u4e0b\u964d\u901f\u5ea6\u3002<strong>\u6700\u7ec8\u7ed3\u679c\u662f\uff0c\u603b\u7684\u63a8\u7406\u8d1f\u8f7d\u4e0d\u662f\u51cf\u5c11\uff0c\u800c\u662f\u5927\u5e45\u589e\u52a0\u3002<\/strong><\/p>\n<p>\u9700\u6c42\u81a8\u80c0\u7684\u5fc5\u7136\u7ed3\u679c\u5c31\u662f\u57fa\u7840\u8bbe\u65bd\u538b\u529b\u7206\u70b8\u3002<\/p>\n<p>\u4f60\u8981\u66f4\u591a\u7684\u786c\u4ef6\u53bb\u652f\u6491\u4e1a\u52a1\uff0c\u800c\u8fd9\u4e9b\u786c\u4ef6\u8fd0\u4f5c\u8d77\u6765\u5c31\u9700\u8981\u66f4\u591a\u7684\u7535\u3002<\/p>\n<p>\u6240\u4ee5\u5230\u6700\u540e\u4f60\u4f1a\u53d1\u73b0\u4e00\u4e2a\u4e8b\uff0c\u6570\u636e\u4e2d\u5fc3\u7684\u4f9b\u7535\u80fd\u529b\u3001\u6563\u70ed\u6548\u7387\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%83%bd%e6%ba%90\" title=\"View all posts in \u80fd\u6e90\" target=\"_blank\" class=\"tag_link\">\u80fd\u6e90<\/a>\u6210\u672c\uff0c\u4f1a\u6210\u4e3aAI\u516c\u53f8\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u4e4b\u4e00\u3002<\/p>\n<p>\u8fd9\u4e0d\u662f\u6211\u8bf4\u7740\u73a9\u7684\uff0c\u8fd9\u662f\u73b0\u5982\u4eca\u7684\u4e8b\u5b9e\u3002<\/p>\n<p><a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u4e0eAMD\u7684\u6218\u7565\u5408\u4f5c\u534f\u8bae\u4e2d\uff0c\u5c31\u660e\u786e\u7ea6\u5b9a\u4e86\u4ee5\u5343\u5146\u74e6\u4e3a\u5355\u4f4d\u7684\u7b97\u529b\u90e8\u7f72\u91cc\u7a0b\u7891\u3002<\/p>\n<p>\u4e00\u5343\u5146\u74e6\u662f\u4ec0\u4e48\u6982\u5ff5\uff1f\u76f8\u5f53\u4e8e\u4e00\u5ea7\u5927\u578b\u6838\u7535\u7ad9\u7684\u53d1\u7535\u91cf\u3002\u8bf4\u5230\u5e95\uff0cAI\u57fa\u7840\u8bbe\u65bd\u7684\u7ade\u4e89\uff0c\u65e9\u5c31\u662f\u80fd\u6e90\u7ade\u4e89\u4e86\u3002<\/p>\n<p><strong>\u8fd8\u6709\u4e00\u70b9\uff0cAI\u6570\u636e\u4e2d\u5fc3\uff0c\u6b63\u5728\u6210\u4e3a\u65b0\u578b\u80fd\u6e90\u57fa\u7840\u8bbe\u65bd\u3002<\/strong><\/p>\n<p>\u4f20\u7edf\u6570\u636e\u4e2d\u5fc3\u7684\u8d1f\u8f7d\u76f8\u5bf9\u5bb9\u6613\u9884\u6d4b\uff0cAI\u63a8\u7406\u5219\u66f4\u5bb9\u6613\u88ab\u5e94\u7528\u6d41\u91cf\u5e26\u7740\u8d70\u3002<\/p>\n<p>\u4e00\u4e2a\u65b0\u4ea7\u54c1\u7206\u4e86\uff0c\u6a21\u578b\u8c03\u7528\u91cf\u53ef\u80fd\u5f88\u5feb\u51b2\u4e0a\u53bb\uff0c\u670d\u52a1\u5668\u3001\u7535\u529b\u548c\u6563\u70ed\u538b\u529b\u4e5f\u4f1a\u8ddf\u7740\u4e0a\u6765\u3002<\/p>\n<p>\u5bf9\u6570\u636e\u4e2d\u5fc3\u6765\u8bf4\uff0c\u95ee\u9898\u4e0d\u53ea\u662f\u7535\u591f\u4e0d\u591f\u7528\uff0c\u8fd8\u6709\u7535\u4ef7\u600e\u4e48\u7ba1\u3001\u6ce2\u52a8\u600e\u4e48\u625b\u3001\u5907\u7528\u7535\u6e90\u548c\u50a8\u80fd\u600e\u4e48\u914d\u3002<\/p>\n<p>\u4e3e\u4e2a\u6700\u7b80\u5355\u7684\u4f8b\u5b50\uff0c\u5f88\u591a\u5730\u65b9\u5de5\u4e1a\u7535\u4ef7\u90fd\u6709\u5cf0\u8c37\u5dee\uff0c\u591c\u91cc\u7528\u7535\u4fbf\u5b9c\uff0c\u767d\u5929\u9ad8\u5cf0\u65f6\u6bb5\u66f4\u8d35\u3002<\/p>\n<p>\u6570\u636e\u4e2d\u5fc3\u5982\u679c\u914d\u50a8\u80fd\uff0c\u5c31\u53ef\u4ee5\u5728\u591c\u91cc\u4f4e\u4ef7\u5145\u7535\uff0c\u767d\u5929\u7535\u4ef7\u9ad8\u3001\u8d1f\u8f7d\u4e0a\u6765\u7684\u65f6\u5019\u653e\u7535\uff0c\u65e2\u5c11\u4e70\u4e00\u90e8\u5206\u9ad8\u4ef7\u7535\uff0c\u4e5f\u7ed9\u7a81\u53d1\u6d41\u91cf\u7559\u51fa\u7f13\u51b2\u3002<\/p>\n<p>\u8fc7\u53bb\u4e00\u5e74\uff0c\u5b81\u5fb7\u65f6\u4ee3\u901a\u8fc7\u5173\u8054\u65b9\u63a5\u89e6\u4e86\u6570\u636e\u4e2d\u5fc3\u548c\u7535\u529b\u8bbe\u5907\u9886\u57df\uff0c\u4e16\u7eaa\u4e92\u8054\uff08VNET\uff09\u662f\u7b2c\u4e09\u65b9\u6570\u636e\u4e2d\u5fc3\u8fd0\u8425\u5546\uff0c\u4e2d\u6052\u7535\u6c14\u505aHVDC\uff08\u9ad8\u538b\u76f4\u6d41\uff09\u4f9b\u7535\u7cfb\u7edf\uff0c\u8fd9\u4e9b\u90fd\u548cAI\u6570\u636e\u4e2d\u5fc3\u7684\u7535\u529b\u4fa7\u6709\u5173\u3002<\/p>\n<p>DeepSeek\u8fd9\u8f6e\u878d\u8d44\u7684\u6295\u8d44\u8005\u540d\u5355\uff0c\u672c\u8eab\u5c31\u662f\u4e00\u5f20\u4ea7\u4e1a\u5730\u56fe\u3002<\/p>\n<p>\u56fd\u5bb6AI\u57fa\u91d1\u4ee3\u8868\u7684\u662f\u653f\u7b56\u652f\u6301\u548c\u957f\u671f\u8d44\u672c\uff0c\u610f\u5473\u7740\u8fd9\u662f\u56fd\u5bb6\u6218\u7565\u5c42\u9762\u7684\u5e03\u5c40\uff1b<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%85%be%e8%ae%af\" title=\"View all posts in \u817e\u8baf\" target=\"_blank\" class=\"tag_link\">\u817e\u8baf<\/a>\u4ee3\u8868\u7684\u662f\u5e94\u7528\u5c42\u548c\u5206\u53d1\u6e20\u9053\uff0c\u610f\u5473\u7740DeepSeek\u7684\u6280\u672f\uff0c\u4f1a\u5feb\u901f\u6e17\u900f\u5230\u6d88\u8d39\u4e92\u8054\u7f51\u7684\u5404\u4e2a\u573a\u666f\uff1b\u5b81\u5fb7\u65f6\u4ee3\u4ee3\u8868\u7684\u662f\u80fd\u6e90\u548c\u6570\u636e\u4e2d\u5fc3\u5e95\u5ea7\uff0c\u610f\u5473\u7740\u56fd\u4ea7AI\u57fa\u7840\u8bbe\u65bd\u7684\u7ade\u4e89\uff0c\u5df2\u7ecf\u4ece\u7b97\u529b\u5ef6\u4f38\u5230\u4e86\u7535\u529b\u3002<\/p>\n<p>\u8fd9\u4e0d\u662f\u4e00\u6b21\u666e\u901a\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e4%b8%9a\" title=\"View all posts in \u521b\u4e1a\" target=\"_blank\" class=\"tag_link\">\u521b\u4e1a<\/a>\u878d\u8d44\uff0c\u800c\u662f\u5728\u5efa\u7acb\u4e00\u4e2a\u56f4\u7ed5DeepSeek\u7684AI<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%9f%ba%e5%bb%ba\" title=\"View all posts in \u57fa\u5efa\" target=\"_blank\" class=\"tag_link\">\u57fa\u5efa<\/a>\u8054\u76df\u3002<\/p>\n<h2><strong>03<\/strong><strong>\u90e8\u5206Harness\u95ed\u73af\u4e0e\u9700\u6c42\u5236\u9020<\/strong><\/h2>\n<p>\u53bb\u5e74\uff0cDeepSeek\u3001\u667a\u8c31\u3001MiniMax\u3001\u6708\u4e4b\u6697\u9762\u8fd8\u6ca1\u6709\u73b0\u5982\u4eca\u8fd9\u4e48\u5927\u7684\u533a\u522b\uff0c\u5927\u5bb6\u90fd\u8fd8\u53ea\u662f&ldquo;\u5c0f\u9f99&rdquo;\u3002\u4f46\u662f\u5230\u4e86\u4eca\u5929\uff0c\u8fd94\u5bb6\u5df2\u7ecf\u5b8c\u5168\u4e0d\u540c\u4e86<\/p>\n<p>\u667a\u8c31\u8d70\u7684\u662f\u653f\u4f01\u548c\u4f01\u4e1a\u5e02\u573a\u8def\u7ebf\u3002<\/p>\n<p>S&amp;P Global\u5bf9\u667a\u8c31\u7684\u63cf\u8ff0\u662f\uff0c\u516c\u53f8\u6536\u5165\u4e3b\u8981\u6765\u81ea\u672c\u5730\u90e8\u7f72\uff08on-premise deployments\uff09\u548c\u4e91\u7aef\u90e8\u7f72\uff08cloud-based offerings\uff09\u3002<\/p>\n<p>\u667a\u8c31\u7684token\u53ef\u4e0d\u4fbf\u5b9c\uff0c\u5b83\u4e0d\u4ec5\u4e0d\u4fbf\u5b9c\uff0c\u5b83\u8fd8\u662f&ldquo;\u5c0f\u9f99&rdquo;\u91cc\u9762\u6700\u8d35\u7684\u3002\u4e0d\u8fc7\u8fd9\u5e76\u4e0d\u59a8\u788d\u667a\u8c31\u589e\u957f\uff0c\u5982\u4eca\uff0c\u667a\u8c31\u7684\u5e02\u503c\u5df2\u7ecf\u8fbe\u5230\u4e865700\u4ebf\u6e2f\u5143\uff0c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%b8%8a%e5%b8%82\" title=\"View all posts in \u4e0a\u5e02\" target=\"_blank\" class=\"tag_link\">\u4e0a\u5e02<\/a>\u77ed\u77ed\u56db\u4e2a\u591a\u6708\uff0c\u80a1\u4ef7\u7d2f\u8ba1\u6da8\u5e45\u5df2\u8d85\u8fc710\u500d\u3002<\/p>\n<p>\u667a\u8c31\u7684\u589e\u957f\u662f\u600e\u4e48\u6765\u7684\uff1f\u667a\u8c31\u6700\u5927\u7684\u5ba2\u6237\u7fa4\u4f53\u662f\u4f01\u4e1a\u4ee5\u53ca\u653f\u5e9c\uff0c\u4ed6\u4eec\u8981\u7684\u662f\u80fd\u7a33\u5b9a\u4ea4\u4ed8\u3001\u80fd\u8fc7\u5408\u89c4\u5ba1\u67e5\u3001\u80fd\u5728\u5ba2\u6237\u81ea\u5df1\u7684\u673a\u623f\u91cc\u8dd1\u8d77\u6765\u3002<\/p>\n<p>\u8fd9\u521a\u597d\u4e5f\u662f\u667a\u8c31\u7684\u5f3a\u9879\uff0c\u4e0e\u6b64\u540c\u65f6\uff0c\u5510\u6770\u8fd8\u8868\u793a\uff0c\u76ee\u524d\u770b\u597d\u957f\u5468\u671f\u4efb\u52a1\uff0c\u6216\u8bb8\u5728\u6697\u793a\uff0cGLM\u7684\u4e0b\u4e00\u9636\u6bb5\u7279\u6027\uff0c\u5c31\u662f\u957f\u5468\u671f\u4efb\u52a1\u3002<\/p>\n<p><strong>\u867d\u7136\u8bf4\u667a\u8c31\u4e5f\u5f00\u6e90\uff0c\u4f46\u667a\u8c31\u5b66\u4e0d\u6765DeepSeek\u3002<\/strong><\/p>\n<p>\u56e0\u4e3a\u5b83\u5df2\u7ecf\u4e0a\u5e02\uff0c\u5fc5\u987b\u8bc1\u660e\u6536\u5165\u589e\u957f\u3002\u538b\u4f4eAPI\u4ef7\u683c\u5c31\u610f\u5473\u7740\u964d\u4f4e\u5229\u6da6\uff0c\u663e\u7136\u8fdd\u80cc\u4e86\u80a1\u4e1c\u610f\u613f\u3002<\/p>\n<p>MiniMax\u8ddf\u667a\u8c31\u3001DeepSeek\u90fd\u4e0d\u4e00\u6837\uff0c\u5b83\u66f4\u504f\u5e94\u7528\u548c\u591a\u6a21\u6001\u4ea7\u54c1\u3002<\/p>\n<p>\u5728\u5b83\u7684\u6536\u5165\u7ed3\u6784\u91cc\uff0c\u6d77\u87ba\u3001\u661f\u91ce\u3001Mavis\u8fd9\u4e9bAI\u539f\u751f\u4ea7\u54c1\u7684\u5360\u6bd4\u5f88\u5927\u3002<\/p>\n<p>MiniMax 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