{"id":800237,"date":"2026-06-16T16:57:53","date_gmt":"2026-06-16T08:57:53","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=800237"},"modified":"2026-06-16T16:57:53","modified_gmt":"2026-06-16T08:57:53","slug":"redis%e4%b9%8b%e7%88%b6%e4%b8%badeepseek%e6%8a%b1%e4%b8%8d%e5%b9%b3%ef%bc%9a%e7%be%8e%e5%9b%bdai%e5%9c%88%e5%8f%88%e4%b8%ba%e8%92%b8%e9%a6%8f%e5%90%b5%e8%b5%b7%e6%9d%a5%e4%ba%86","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=800237","title":{"rendered":"Redis\u4e4b\u7236\u4e3aDeepSeek\u62b1\u4e0d\u5e73\uff1a\u7f8e\u56fdAI\u5708\u53c8\u4e3a\u201c\u84b8\u998f\u201d\u5435\u8d77\u6765\u4e86"},"content":{"rendered":"<p>\u4f5c\u8005 | Tina<\/p>\n<p>2026 \u5e74 6 \u6708 15 \u65e5\uff0cRedis \u4e4b\u7236 Salvatore Sanfilippo\uff0c\u4e5f\u5c31\u662f antirez \uff0c\u5728 X \u4e0a\u53d1\u4e86\u4e00\u4e32\u63a8\u6587\uff0c\u60c5\u7eea\u7f55\u89c1\u5730\u6fc0\u70c8\uff1a<\/p>\n<p>\u201c\u4e2d\u56fd\u6a21\u578b\u4e4b\u6240\u4ee5\u5f3a\u5927\uff0c\u7edd\u4e0d\u662f\u56e0\u4e3a\u5b83\u4eec\u5bf9<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%be%8e%e5%9b%bd\" title=\"View all posts in \u7f8e\u56fd\" target=\"_blank\" class=\"tag_link\">\u7f8e\u56fd<\/a>\u6a21\u578b\u8fdb\u884c\u2018\u84b8\u998f\u2019\uff08distillation\uff09\u3002\u901a\u8fc7 API \u8fdb\u884c\u6a21\u578b\u84b8\u998f\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u5982\u679c\u6709\u4eba\u544a\u8bc9\u4f60\u76f8\u53cd\u7684\u60c5\u51b5\uff0c\u90a3\u8bf4\u660e\u4ed6\u4eec\u6839\u672c\u4e0d\u61c2<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\" title=\"View all posts in \u673a\u5668\u5b66\u4e60\" target=\"_blank\" class=\"tag_link\">\u673a\u5668\u5b66\u4e60<\/a>\u3002\u201d<\/p>\n<p>\u63a8\u6587\u77ac\u95f4\u5f15\u7206\u4e86 X \u7f51\u53cb\u4eec\u7684\u654f\u611f\u795e\u7ecf\uff0c\u4e8e\u662f\u4e00\u573a\u4e89\u8bba\u53c8\u5f00\u59cb\u4e86\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/9CA64ADF2F2F009FBE3BCA7320C649409F71F12F_size51_w606_h490.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Redis\u4e4b\u7236\u4e3aDeepSeek\u62b1\u4e0d\u5e73\uff1a\u7f8e\u56fdAI\u5708\u53c8\u4e3a\u201c\u84b8\u998f\u201d\u5435\u8d77\u6765\u4e86\"  \/><\/p>\n<p>\u56e0\u4e3a\u4ed6\u8fd9\u756a\u8bdd\uff0c\u9488\u5bf9\u7684\u6b63\u662f\u8fc7\u53bb\u4e00\u5e74\u7f8e\u56fd AI \u5708\u5f88\u6d41\u884c\u7684\u4e00\u79cd\u8bf4\u6cd5\uff1aDeepSeek\u3001Qwen\u3001Kimi \u8fd9\u4e9b\u4e2d\u56fd\u6a21\u578b\u8fdb\u6b65\u8fd9\u4e48\u5feb\uff0c\u90fd\u662f\u9760\u7528 API \u53bb\u201c\u5957\u201d\u7f8e\u56fd\u9876\u7ea7\u6a21\u578b\u7684\u56de\u7b54\uff0c\u518d\u62ff\u8fd9\u4e9b\u56de\u7b54\u6765\u8bad\u7ec3\u81ea\u5df1\u3002<\/p>\n<p>\u5c31\u5728 antirez \u53d1\u63a8\u7684\u524d\u4e24\u5929\uff0cAnthropic \u9488\u5bf9\u5916\u56fd\u7528\u6237\uff0c\u5728\u5168\u7403\u8303\u56f4\u5185\u6682\u505c\u4e86\u5176\u524d\u6cbf\u6a21\u578b Mythos \u548c Fable 5 \u7684\u8bbf\u95ee\u3002\u8fd9\u4e00\u6781\u7aef\u4e3e\u63aa\u65e0\u7591\u5c06\u201c\u6a21\u578b\u84b8\u998f\u201d\u7684\u8ba8\u8bba\u63a8\u5411\u4e86\u65b0\u7684\u9ad8\u5ea6\u3002<\/p>\n<p>\u800c Redis \u4e4b\u7236\uff0c\u8fd9\u4f4d\u5728\u6280\u672f\u5708\u5fb7\u9ad8\u671b\u91cd\u7684\u610f\u5927\u5229\u7a0b\u5e8f\u5458\u76f4\u63a5\u7ad9\u51fa\u6765\u8bf4\u201c\u4f60\u4eec\u641e\u9519\u4e86\u201d\u3002<\/p>\n<p><strong>Redis \u4e4b\u7236\u7684\u201c\u4e0d\u53ef\u80fd\u4e09\u89d2\u201d<\/strong><\/p>\n<p>\u6628\u5929\u665a\u4e0a\uff0cantirez \u8fde\u7eed\u53d1\u4e86\u4e00\u957f\u4e32\u63a8\u6587\uff0c\u53cd\u9a73\u201cAPI \u84b8\u998f\u201d\u7684\u8bf4\u6cd5\u3002\u4ed6\u8ba4\u4e3a\u9996\u5148\u662f\u201cAPI \u7ed9\u51fa\u7684\u6570\u636e\u4e0d\u591f\u201d\uff0c\u8981\u84b8\u998f\u4e00\u4e2a\u6a21\u578b\uff0c\u9700\u8981\u8bbf\u95ee\u6d77\u91cf\u7684\u3001\u5e26\u6709\u5b8c\u6574 logits \u7684\u8bf7\u6c42\uff0c\u5305\u62ec\u601d\u7ef4\u94fe\u7684\u6240\u6709\u4e2d\u95f4\u8f93\u51fa\u3002\u4f46\u901a\u8fc7\u516c\u5f00 API\uff0c\u4f60\u53ea\u80fd\u62ff\u5230\u6700\u7ec8\u7684\u6587\u672c\u7ed3\u679c\uff08\u76f8\u5f53\u4e8e\u770b\u4e86\u4e00\u773c\u7b54\u6848\uff0c\u53cd\u63a8\u63a8\u5bfc\u8fc7\u7a0b\uff09\u3002<\/p>\n<p>\u5176\u6b21\u662f\u6570\u5b66\u4e0a\u4e0d\u6210\u7acb\uff0c\u8fd9\u5c31\u50cf\u5728\u4e00\u4e2a\u6781\u5176\u590d\u6742\u7684\u66f2\u9762\u4e0a\u770b\u5230\u51e0\u4e2a\u70b9\uff0c\u5374\u5984\u60f3\u91cd\u73b0\u6574\u4e2a\u66f2\u9762\u3002<\/p>\n<p>\u518d\u6b21\u662f\u80fd\u529b\u6765\u6e90\u9700\u8981\u660e\u786e\u7684\u4fe1\u606f\u8def\u5f84\u3002\u9884\u8bad\u7ec3\u9700\u8981\u6570\u4e07\u4ebf token\uff0cRL \u9700\u8981\u63a2\u7d22\u7684\u5956\u52b1\u4fe1\u53f7\uff0c\u5b8c\u6574\u7684 logit \u4ece o1 \u4e4b\u540e\u5c31\u4e0d\u518d\u63d0\u4f9b\u2014\u2014\u90a3\u6240\u8c13\u201c\u84b8\u998f\u201d\u7684\u4fe1\u606f\u901a\u9053\u5230\u5e95\u5728\u54ea\u91cc\uff1f<\/p>\n<p>antirez \u8fd8\u7279\u522b\u63d0\u5230 DeepSeek\u3002DeepSeek \u5df2\u7ecf\u628a\u81ea\u5df1\u600e\u4e48\u505a\u9884\u8bad\u7ec3\u3001\u600e\u4e48\u505a SFT\u3001\u600e\u4e48\u505a RL \u7ba1\u7ebf\u8bb2\u51fa\u6765\u4e86\uff0c\u793e\u533a\u91cc\u4e5f\u6709\u4eba\u590d\u73b0\u51fa\u4e86\u4e00\u90e8\u5206\u7ed3\u679c\u3002\u65e2\u7136\u6709\u516c\u5f00\u65b9\u6cd5\uff0c\u4e5f\u6709\u53ef\u9a8c\u8bc1\u7684\u7ed3\u679c\uff0c\u4e3a\u4ec0\u4e48\u5927\u5bb6\u5b81\u613f\u76f8\u4fe1\u201c\u5b83\u4e00\u5b9a\u662f\u84b8\u998f\u51fa\u6765\u7684\u201d\u8fd9\u79cd\u731c\u6d4b\uff0c\u4e5f\u4e0d\u613f\u76f8\u4fe1\u5b83\u771f\u7684\u6709\u80fd\u529b\u8bad\u7ec3\u5927\u6a21\u578b\uff1f<\/p>\n<p>\u4ee5\u4e0b\u662f antirez \u5168\u90e8\u63a8\u6587\u7684\u7ffb\u8bd1\uff1a<\/p>\n<p>\u7b2c\u4e00\uff0c\u771f\u6b63\u7684\u84b8\u998f\u9700\u8981\u8bbf\u95ee\u6781\u5176\u5927\u91cf\u7684\u8bf7\u6c42\uff0c\u800c\u4e14\u8fd9\u4e9b\u8bf7\u6c42\u5fc5\u987b\u5e26\u6709\u5b8c\u6574\u7684 logits\uff0c\u5305\u62ec\u751f\u6210\u601d\u7ef4\u94fe\u65f6\u7684 logits\u3002\u4f46\u73b0\u5728\u8fd9\u4e9b\u601d\u7ef4\u94fe\u901a\u5e38\u5df2\u7ecf\u88ab\u603b\u7ed3\u8fc7\u4e86\uff0c\u4f60\u6839\u672c\u62ff\u4e0d\u5230\u5b8c\u6574\u8fc7\u7a0b\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u901a\u8fc7 API \u8c03\u7528\u6765\u84b8\u998f\u6a21\u578b\uff0c\u5c31\u50cf\u4f60\u53ea\u770b\u5230\u4e86\u4e00\u4e2a\u6781\u5176\u590d\u6742\u66f2\u9762\u4e0a\u7684\u51e0\u4e2a\u70b9\uff0c\u5374\u8fd8\u60f3\u628a\u6574\u4e2a\u590d\u6742\u66f2\u9762\u590d\u539f\u51fa\u6765\u3002\u4ece\u6570\u5b66\u4e0a\u8bb2\uff0c\u8fd9\u7b80\u76f4\u662f\u79d1\u5e7b\u3002<\/p>\n<p>\u7b2c\u4e09\uff0cDeepSeek \u5728 R1 \u8bba\u6587\u91cc\u505a\u7684\u90a3\u4e9b\u84b8\u998f\uff0c\u786e\u5b9e\u63d0\u5347\u4e86\u76ee\u6807\u6a21\u578b\u7684\u80fd\u529b\u3002\u4f46\u90a3\u4e9b\u76ee\u6807\u6a21\u578b\u672c\u6765\u5c31\u5df2\u7ecf\u5728\u5927\u91cf token \u4e0a\u9884\u8bad\u7ec3\u8fc7\uff0c\u53ea\u662f\u6ca1\u6709\u63a5\u53d7\u8fc7\u201c\u601d\u8003\u201d\u8bad\u7ec3\u800c\u5df2\u3002\u6f5c\u5728\u80fd\u529b\u672c\u6765\u5c31\u5728\u90a3\u91cc\u3002\u5373\u4fbf\u5982\u6b64\uff0c\u8fd9\u4e9b\u84b8\u998f\u51fa\u6765\u7684\u6a21\u578b\u4e5f\u8c08\u4e0d\u4e0a\u7279\u522b\u5f3a\u3002<\/p>\n<p>\u7b2c\u56db\uff0c\u4f60\u771f\u6b63\u80fd\u505a\u7684\uff0c\u662f\u4e3a\u5f3a\u5316\u5b66\u4e60\u6d41\u7a0b\u83b7\u53d6\u4e00\u4e9b\u9ad8\u8d28\u91cf\u4fe1\u53f7\u3002\u8fd9\u786e\u5b9e\u6709\u70b9\u7528\uff0c\u4f46\u5e76\u4e0d\u662f\u51b3\u5b9a\u6027\u7684\u3002\u9996\u5148\uff0c\u4f60\u5f97\u6709\u4e00\u5957\u771f\u6b63\u8dd1\u5f97\u8d77\u6765\u7684 RL \u6d41\u7a0b\uff0c\u800c\u771f\u6b63\u7684\u5de5\u7a0b\u80fd\u529b\u4e5f\u5c31\u5728\u8fd9\u91cc\u3002<\/p>\n<p>\u7b2c\u4e94\uff0c\u5c31\u7b97\u4f60\u5df2\u7ecf\u62ff\u5230\u4e86\u6a21\u578b\uff0c\u84b8\u998f\u4ecd\u7136\u5f88\u96be\u3002\u73b0\u5728\u6709\u5f88\u591a\u4e2d\u56fd\u524d\u6cbf\u6a21\u578b\u662f\u516c\u5f00\u53ef\u7528\u7684\uff0c\u53ef\u8bb8\u591a\u5b9e\u9a8c\u5ba4\uff0c\u5305\u62ec<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%ac%a7%e6%b4%b2\" title=\"View all posts in \u6b27\u6d32\" target=\"_blank\" class=\"tag_link\">\u6b27\u6d32<\/a>\u7684\u4e00\u4e9b\u5b9e\u9a8c\u5ba4\uff0c\u4ecd\u7136\u505a\u4e0d\u51fa\u548c\u5b83\u4eec\u5bf9\u9f50\u7684\u6a21\u578b\u3002<\/p>\n<p>\u7b2c\u516d\uff0cDeepSeek \u5df2\u7ecf\u516c\u5f00\u4e86\u4ed6\u4eec\u5982\u4f55\u642d\u5efa\u9884\u8bad\u7ec3\u3001SFT \u548c RL \u7ba1\u7ebf\u7684\u7ec6\u8282\u3002\u8fd9\u4e9b\u7ed3\u679c\u751a\u81f3\u5df2\u7ecf\u88ab\u590d\u73b0\u4e86\u3002\u4e3a\u4ec0\u4e48\u4f60\u4eec\u66f4\u613f\u610f\u76f8\u4fe1\u90a3\u4e9b\u8ddf\u98ce\u778e\u626f\u7684\u8bba\u8c03\uff0c\u5374\u4e0d\u613f\u610f\u76f8\u4fe1\u90a3\u4e9b\u53ef\u590d\u73b0\u3001\u53ef\u83b7\u5f97\u7684\u7ed3\u679c\uff1f\u4ed6\u4eec\u5df2\u7ecf\u8bc1\u660e\u4e86\u81ea\u5df1\u80fd\u628a\u5927\u6a21\u578b\u8bad\u7ec3\u597d\u3002<\/p>\n<p>\u7b2c\u4e03\uff0c\u5982\u679c\u8fd8\u6709\u4eba\u575a\u6301\u8fd9\u79cd\u673a\u5668\u5b66\u4e60\u4e0a\u7684\u8352\u8c2c\u8bf4\u6cd5\uff0c\u4f60\u5c31\u95ee\u4ed6\uff1a\u4f60\u58f0\u79f0\u6a21\u578b\u4ece\u67d0\u4e2a\u6765\u6e90\u5b66\u5230\u4e86\u67d0\u79cd\u80fd\u529b\uff0c\u90a3\u8bf7\u4f60\u628a\u4fe1\u606f\u8def\u5f84\u62ff\u51fa\u6765\u3002\u9884\u8bad\u7ec3\uff1f\u90a3\u9700\u8981\u6570\u4e07\u4ebf token\u3002\u5f3a\u5316\u5b66\u4e60\u52a0\u9a8c\u8bc1\u5668\uff1f\u4e5f\u6ca1\u6709\u3002\u90a3\u9700\u8981\u6765\u81ea\u63a2\u7d22\u8fc7\u7a0b\u7684\u5956\u52b1\u4fe1\u53f7\u3002\u5b8c\u6574 logits\uff1f\u90a3\u662f\u8001\u5e08\u6a21\u578b\u7684\u5b8c\u6574\u5206\u5e03\uff0c\u800c\u4ece o1 \u6216\u7c7b\u4f3c\u6a21\u578b\u5f00\u59cb\uff0c\u8fd9\u4e9b\u4e1c\u897f\u6839\u672c\u5c31\u4e0d\u7ed9\u4f60\u3002\u90a3\u4e48\uff0c\u4fe1\u606f\u901a\u9053\u5230\u5e95\u662f\u4ec0\u4e48\uff1f<\/p>\n<p>\u6700\u540e\u4ed6\u603b\u7ed3\u9053\uff1a\u201c\u522b\u518d\u91cd\u590d\u8fd9\u79cd\u80e1\u8bdd\u4e86\u3002\u54ea\u6015\u4f60\u7684\u4e2a\u4eba\u7b80\u4ecb\u91cc\u5199\u7740\u2018AI \u4e13\u5bb6\u2019\uff0c\u4f60\u4e5f\u53ea\u662f\u5728\u5411\u5168\u4e16\u754c\u8bc1\u660e\u4f60\u6839\u672c\u4e0d\u61c2\u673a\u5668\u5b66\u4e60\u3002\u201d<\/p>\n<p>\u4f46\u8fd9\u79cd\u8868\u6001\u5f88\u5feb\u4e5f\u628a\u706b\u70e7\u5230\u4e86 antirez \u81ea\u5df1\u8eab\u4e0a\uff0c\u63a8\u6587\u8bc4\u8bba\u533a\u7b80\u76f4\u60e8\u4e0d\u5fcd\u7779\u3002\u6709\u7f51\u53cb\u8bf4\uff0c antirez \u660e\u663e\u8fdd\u53cd\u4e86\u63a8\u7279\u7684\u201c\u7b2c\u4e00\u6027\u539f\u5219\u201d\uff1a\u4f60\u4e0d\u80fd\u8868\u626c\u4e2d\u56fd\u6a21\u578b\uff0c\u6c38\u8fdc\uff0c\u5426\u5219\u53cd\u5bf9\u8005\u5c31\u4f1a\u50cf\u6f6e\u6c34\u4e00\u6837\u628a\u4f60\u6df9\u6ca1\uff01<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/C499D85CAA58DF3BBBFA8ED78E9E4A07A280AE43_size21_w606_h149.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Redis\u4e4b\u7236\u4e3aDeepSeek\u62b1\u4e0d\u5e73\uff1a\u7f8e\u56fdAI\u5708\u53c8\u4e3a\u201c\u84b8\u998f\u201d\u5435\u8d77\u6765\u4e86\"  \/><\/p>\n<p>\u6709\u4eba\u751a\u81f3\u76f4\u63a5\u5728\u8bc4\u8bba\u533a\u8d28\u95ee\u4ed6\uff1a\u201c\u8c01\u4ed8\u94b1\u8ba9\u4f60\u53d1\u8fd9\u4e2a\uff1f\u201d<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/88E945620ECF61D2B5819962216469962608E680_size23_w604_h173.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Redis\u4e4b\u7236\u4e3aDeepSeek\u62b1\u4e0d\u5e73\uff1a\u7f8e\u56fdAI\u5708\u53c8\u4e3a\u201c\u84b8\u998f\u201d\u5435\u8d77\u6765\u4e86\"  \/><\/p>\n<p>\u5305\u62ec\u4ed6\u5728\u5185\u7684\u4e00\u4e9b\u7f51\u53cb\uff0c\u662f\u7528\u201c\u6307\u4ee4\u5fae\u8c03\u201d\u6765\u53cd\u9a73 antirez\uff1aAPI \u8f93\u51fa\u5f53\u7136\u80fd\u8bad\u7ec3\u6a21\u578b\uff0cAlpaca \u548c Vicuna \u5c31\u662f\u65e9\u671f\u4f8b\u5b50\u3002Alpaca \u4f7f\u7528 <a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a> text-davinci-003 \u751f\u6210\u7684 5.2 \u4e07\u6761\u6307\u4ee4\u6570\u636e\u5fae\u8c03 LLaMA 7B\uff1bVicuna \u5219\u4f7f\u7528 ShareGPT \u4e0a\u7528\u6237\u5206\u4eab\u7684 <a href=\"https:\/\/www.alphaseek.cn\/?tag=chatgpt\" title=\"View all posts in ChatGPT\" target=\"_blank\" class=\"tag_link\">ChatGPT<\/a> \u5bf9\u8bdd\u5fae\u8c03 LLaMA\u3002<\/p>\n<p>\u4f46\u8fd9\u662f\u5b9e\u73b0\u9ed1\u76d2\u84b8\u998f\u7684\u64cd\u4f5c\u624b\u6bb5\u4e4b\u4e00\uff1a\u4f60\u4e0d\u9700\u8981\u62ff\u5230\u6a21\u578b\u7684 logits \u6216\u5185\u90e8\u6982\u7387\u5206\u5e03\uff0c\u53ea\u9700\u8981\u901a\u8fc7 API \u6536\u96c6\u5927\u91cf\u7684 (\u6307\u4ee4, \u8f93\u51fa) \u5bf9\uff0c\u5c31\u80fd\u62ff\u53bb\u8bad\u7ec3\u81ea\u5df1\u7684\u6a21\u578b\u3002<\/p>\n<p>\u800c antirez \u4ece\u5934\u5230\u5c3e\u8bf4\u7684\u201c\u84b8\u998f\u201d\uff0c\u6307\u7684\u662f\u7ecf\u5178\u77e5\u8bc6\u84b8\u998f\uff08\u767d\u76d2\u84b8\u998f\uff09\uff0c\u9700\u8981\u62ff\u5230\u6559\u5e08\u6a21\u578b\u7684\u5b8c\u6574 logits \u548c\u5185\u90e8\u6982\u7387\u5206\u5e03\u3002\u4ed6\u53cd\u590d\u5f3a\u8c03\u201cfull logits\u201d\u201c\u5b8c\u6574\u601d\u7ef4\u94fe\u201d\uff0c\u6307\u5411\u7684\u5c31\u662f\u8fd9\u4e2a\u6280\u672f\u8303\u5f0f\u3002\u5728\u8fd9\u4e2a\u5b9a\u4e49\u4e0b\uff0cAPI \u786e\u5b9e\u7ed9\u4e0d\u4e86\u8fd9\u4e9b\u4e1c\u897f\u3002<\/p>\n<p><strong>\u201c\u84b8\u998f\u201d\u8fd9\u4e2a\u8bcd\u88ab\u523b\u610f\u6b66\u5668\u5316\u4e86<\/strong><\/p>\n<p>\u8fd8\u6709\u4e00\u4e9b\u7f51\u53cb\u5f15\u7528 Anthropic \u7684\u62a5\u544a\u4f5c\u4e3a\u81ea\u5df1\u7ed3\u8bba\u7684\u652f\u6491\u3002\u90a3\u4efd\u62a5\u544a\u6307\u51fa DeepSeek \u548c Moonshot AI \u7b49\u5b9e\u9a8c\u5ba4\u8fdb\u884c\u8fc7\u5927\u89c4\u6a21\u67e5\u8be2\uff0c\u5f88\u53ef\u80fd\u5c31\u662f\u5728\u6536\u96c6\u8bad\u7ec3\u6570\u636e\u3002<\/p>\n<p>\u4f46\u8fd9\u4efd\u62a5\u544a\u672c\u8eab\u5c31\u6709\u5f88\u5927\u95ee\u9898\u3002\u6211\u4eec\u66fe\u4e13\u95e8\u62c6\u89e3\u8fc7\uff1aAnthropic \u6307\u63a7 DeepSeek \u7684\u7ea6 15 \u4e07\u6b21\u4ea4\u4e92\u5c5e\u4e8e\u201c\u5f02\u5e38\u89c4\u6a21\u201d\u3002\u4f46\u4e00\u4e2a\u666e\u901a AI \u804a\u5929\u5de5\u5177\u65e5\u5747\u4ea4\u4e92\u7ea6 16 \u4e07\u6b21\uff0c\u6309 Anthropic \u7684\u6807\u51c6\uff0c\u4efb\u4f55\u6b63\u5e38\u4ea7\u54c1\u4e00\u5929\u5c31\u80fd\u201c\u5077\u8d70\u201d\u5168\u90e8\u80fd\u529b\u3002\u53e6\u4e00\u4e2a\u5bf9\u6bd4\u662f\u6280\u672f\u8bc4\u6d4b\u4ea7\u751f\u7684\u5927\u91cf\u4ea4\u4e92\u3002\u4ee5 SWE-bench \u4e3a\u4f8b\uff0c\u4e24\u5343\u591a\u4e2a\u4efb\u52a1\u3001\u6bcf\u4e2a\u4efb\u52a1\u8c03\u7528\u51e0\u5341\u6b21\u5de5\u5177\uff0c\u4e00\u8f6e\u6d4b\u8bd5\u5c31\u63a5\u8fd1 12 \u4e07\u6b21\u3002\u53cd\u590d\u8c03\u53c2\u8dd1\u591a\u8f6e\uff0c\u7a81\u7834\u767e\u4e07\u6b21\u662f\u5e38\u6001\u3002\u8fd9\u4e9b\u4ea4\u4e92\u5b8c\u5168\u53ef\u4ee5\u6765\u81ea\u6b63\u5f53\u7684\u8bc4\u6d4b\u6d41\u7a0b\uff0c\u800c\u975e\u6240\u8c13\u7684\u201c\u84b8\u998f\u653b\u51fb\u201d\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/8C1D8D2EFF23BFB11205AFB5D8B1495403D3C9AF_size25_w1036_h222.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Redis\u4e4b\u7236\u4e3aDeepSeek\u62b1\u4e0d\u5e73\uff1a\u7f8e\u56fdAI\u5708\u53c8\u4e3a\u201c\u84b8\u998f\u201d\u5435\u8d77\u6765\u4e86\"  \/><\/p>\n<p>\u4e0d\u8fc7\u8fd8\u6709\u4e24\u4f4d\u4e1a\u754c\u4e13\u5bb6\u4e0d\u8d5e\u6210 antirez \u5bf9\u201c\u84b8\u998f\u201d\u7684\u5b9a\u4e49\u3002<\/p>\n<p>\u4e00\u4f4d\u662f Redwood Research \u7684\u9996\u5e2d\u79d1\u5b66\u5bb6 Ryan Greenblatt \uff0c\u4ed6\u8ba4\u4e3a antirez \u7684\u5e16\u5b50\u201c\u5728\u4e8b\u5b9e\u5c42\u9762\u660e\u663e\u9519\u8bef\u201d\uff0c\u70b9\u8d5e\u6570\u8fd9\u4e48\u9ad8\u5f88\u79bb\u8c31\uff0c\u5e94\u8be5\u52a0\u4e0a Community Note\u3002<\/p>\n<p>Ryan \u7684\u4e3b\u8981\u610f\u89c1\u662f\uff0cantirez \u81f3\u5c11\u91c7\u7528\u4e86\u4e00\u4e2a\u5728\u5927\u8bed\u8a00\u6a21\u578b\u8bed\u5883\u4e0b\u5e76\u4e0d\u6807\u51c6\u7684\u201c\u84b8\u998f\u201d\u5b9a\u4e49\u3002\u4ed6\u8fd8\u8865\u5145\u8bf4\uff0c\u53ea\u7528\u4e0d\u7b97\u5f88\u591a\u7684\u8f68\u8ff9\u6765\u84b8\u998f RL \u662f\u5f88\u5bb9\u6613\u8bc1\u660e\u7684\uff0c\u800c\u4e14\u5df2\u7ecf\u5728\u5f88\u591a\u5730\u65b9\u88ab\u8bc1\u660e\u8fc7\uff0c\u8fd9\u660e\u663e\u548c antirez \u8fd9\u4e2a\u8ba8\u8bba\u4e32\u7684\u8bf4\u6cd5\u76f8\u77db\u76fe\u3002<\/p>\n<p>\u4f46 Ryan \u53cd\u9a73\u7684\u662f antirez \u5bf9\u201c\u84b8\u998f\u201d\u7684\u72ed\u4e49\u5b9a\u4e49\uff0c\u672c\u8eab\u5e76\u4e0d\u6d89\u53ca DeepSeek \u80fd\u529b\u6765\u6e90\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/7474C57AFD32079BA6D3561A98337EFB538A8884_size27_w598_h213.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Redis\u4e4b\u7236\u4e3aDeepSeek\u62b1\u4e0d\u5e73\uff1a\u7f8e\u56fdAI\u5708\u53c8\u4e3a\u201c\u84b8\u998f\u201d\u5435\u8d77\u6765\u4e86\"  \/><\/p>\n<p>\u53e6\u4e00\u4f4d\u662f AI2 \u7814\u7a76\u5458 Nathan Lambert\uff0c\u4e5f\u662f\u521a\u521a\u7ed3\u675f\u4e2d\u56fd\u884c\u7684\u7f8e\u56fd\u5b66\u8005\u4e4b\u4e00\u3002<\/p>\n<p>Nathan \u8ba4\u4e3a\uff0c\u84b8\u998f\u672c\u6765\u662f\u4e00\u79cd\u901a\u7528\u7684\u540e\u8bad\u7ec3\u6280\u672f\uff0c\u4f46\u4ed6\u4eec\u5374\u7528\u8fd9\u4e2a\u8bcd\u6765\u6307\u4ee3\u4e00\u4e2a\u66f4\u5177\u4f53\u7684\u95ee\u9898\uff1a\u7834\u89e3 API\uff0c\u6216\u8005\u8bf4\u8ba9 API \u8d8a\u72f1\u3002\u53e6\u5916\uff0c\u84b8\u998f\u786e\u5b9e\u6709\u7528\uff0c\u4f46\u5982\u679c\u662f\u6309\u9884\u671f\u4ed8\u8d39\u4f7f\u7528 API\uff0c\u201c\u54ea\u6015\u8fd9\u8fdd\u53cd\u4e86\u670d\u52a1\u6761\u6b3e\uff0c\u6211\u4e5f\u4e0d\u4f1a\u592a\u540c\u60c5\u524d\u6cbf\u5b9e\u9a8c\u5ba4\u56e0\u6b64\u63a8\u52a8\u653f\u7b56\u884c\u52a8\u201d\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/AF631FCD4CFFA2930644D2F4BBEAE9C4E6FF4F20_size24_w487_h252.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Redis\u4e4b\u7236\u4e3aDeepSeek\u62b1\u4e0d\u5e73\uff1a\u7f8e\u56fdAI\u5708\u53c8\u4e3a\u201c\u84b8\u998f\u201d\u5435\u8d77\u6765\u4e86\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/A2918118809B7064F943C61BB7D61F37098BA739_size18_w478_h131.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"Redis\u4e4b\u7236\u4e3aDeepSeek\u62b1\u4e0d\u5e73\uff1a\u7f8e\u56fdAI\u5708\u53c8\u4e3a\u201c\u84b8\u998f\u201d\u5435\u8d77\u6765\u4e86\"  \/><\/p>\n<p>\u6700\u5173\u952e\u7684\u4e00\u70b9\u662f\uff0c\u201c\u84b8\u998f\u201d\u5df2\u7ecf\u6210\u4e3a\u4e86\u4e00\u4e2a\u201c\u9053\u5fb7\u672f\u8bed\u201d\u3002\u5047\u5982\u771f\u5b58\u5728\u201c\u4ee5\u8f83\u5c11\u7684<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>\u8fce\u5934\u8d76\u4e0a\u7ade\u4e89\u5bf9\u624b\u201d\u7684\u60c5\u51b5\uff0c\u90a3\u4e48\u8fd9\u4e9b\u4f01\u4e1a\u5c31\u4f1a\u60f3\u529e\u6cd5\u4ece\u9053\u5fb7\u4e0a\u91cd\u65b0\u5b9a\u4e49\u8fd9\u4e2a\u884c\u4e3a\uff0c\u4ee5\u7ef4\u62a4\u81ea\u8eab\u5229\u76ca\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u201c\u901a\u8fc7\u8bad\u7ec3\u5df2\u7ecf\u89e3\u51fa\u6765\u7684\u95ee\u9898\u6765\u63d0\u5347\u6a21\u578b\u201d\u8fd9\u4e2a\u8bf4\u6cd5\uff0c\u542c\u8d77\u6765\u4e0d\u591f\u6709\u717d\u52a8\u6027\u3002\u6211\u4eec\u9700\u8981\u4e00\u4e2a\u66f4\u6076\u610f\u7684\u8bcd\uff0c\u6bd4\u5982\u201c\u84b8\u998f\u653b\u51fb\u201d\u3002<\/p>\n<p>\u201c\u84b8\u998f\u201d\u8fd9\u4e2a\u8bcd\u5f88\u597d\uff0c\u56e0\u4e3a\u5b83\u4f1a\u8ba9\u4eba\u8054\u60f3\u5230\u79c1\u9152\u548c 20 \u4e16\u7eaa 20 \u5e74\u4ee3\u7981\u9152\u4ee4\u65f6\u671f\u90a3\u79cd\u5730\u4e0b\u4ea4\u6613\u7684\u6c1b\u56f4\u3002\u201c\u653b\u51fb\u201d\u8fd9\u4e2a\u8bcd\u4e5f\u5f88\u597d\uff0c\u56e0\u4e3a\u53ea\u6709\u574f\u4eba\u624d\u4f1a\u653b\u51fb\u3002\u4e8e\u662f\uff0c\u4f60\u5c31\u5229\u7528\u8fd9\u6837\u4e00\u4e2a\u4e8b\u5b9e\uff1a\u8fc7\u53bb\u4eba\u4eec\u628a\u4e00\u79cd\u6280\u672f\u53eb\u4f5c\u201c\u84b8\u998f\u201d\uff0c\u4e5f\u5c31\u662f\u5728\u80fd\u591f\u8bbf\u95ee\u5927\u6a21\u578b\u5185\u90e8\u4fe1\u606f\u7684\u524d\u63d0\u4e0b\uff0c\u7528\u5927\u6a21\u578b\u6765\u6559\u5c0f\u6a21\u578b\uff1b\u7136\u540e\u4f60\u518d\u7ed9\u5b83\u52a0\u4e0a\u201c\u653b\u51fb\u201d\u4e24\u4e2a\u5b57\uff0c\u8ba9\u5b83\u542c\u8d77\u6765\u66f4\u90aa\u6076\u3002<\/p>\n<p>Nathan \u8fdb\u4e00\u6b65\u8868\u793a\uff0c\u5982\u679c\u4e2d\u56fd\u6a21\u578b\u7b97\u662f\u88ab\u201c\u84b8\u998f\u201d\u51fa\u6765\u7684\uff0c\u90a3\u4e48 Cursor \u5bf9 Kimi \u7684\u5fae\u8c03\uff0c\u4ee5\u53ca\u4efb\u4f55\u5728\u5176\u4ed6\u6a21\u578b\u8f93\u51fa\u4e0a\u8bad\u7ec3\u7684\u6a21\u578b\uff0c\u4e5f\u90fd\u8be5\u7b97\u201c\u84b8\u998f\u201d\u2014\u2014\u66f4\u4f55\u51b5\u5982\u4eca\u5927\u591a\u6570\u4eba\u7c7b\u8f93\u51fa\u672c\u8eab\u5df2\u6709\u6a21\u578b\u8f85\u52a9\u3002<\/p>\n<p>\u4e5f\u6b63\u56e0\u5982\u6b64\uff0cNathan \u660e\u786e\u8bf4\uff0c\u4ed6\u4e0d\u4f1a\u628a\u201c\u5728\u5176\u4ed6\u6a21\u578b\u8f93\u51fa\u4e0a\u8bad\u7ec3\u201d\u79f0\u4e3a\u201c\u84b8\u998f\u201d\uff0c\u800c\u4e3b\u5f20\u53eb\u5b83\u201c\u57fa\u4e8e\u6a21\u578b\u8f93\u51fa\u7684\u8bad\u7ec3\u201d\u6216\u5176\u4ed6\u4e0d\u5e26\u9053\u5fb7\u8272\u5f69\u7684\u8bf4\u6cd5\u3002\u4ed6\u540c\u65f6\u5766\u8a00\uff0c\u5f53\u524d\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5b58\u5728\u672c\u5c31\u6e90\u4e8e\u5bf9\u7248\u6743\u6cd5\u9887\u5177\u4e89\u8bae\u7684\u5904\u7406\u65b9\u5f0f\uff0c\u53ea\u4e0d\u8fc7\u4e8b\u540e\u56e0\u5176\u793e\u4f1a\u4ef7\u503c\u800c\u88ab\u6b63\u5f53\u5316\uff1b\u4f46\u6211\u4eec\u7edd\u4e0d\u80fd\u8ba9\u67d0\u4e9b\u5546\u4e1a\u5229\u76ca\u65b9\uff0c\u628a\u81ea\u5df1\u7684\u5229\u76ca\u8bc9\u6c42\u5305\u88c5\u6210\u9053\u5fb7\u6846\u67b6\u3002<\/p>\n<p><strong>\u5de5\u7a0b\u5e08\u6587\u5316\uff0c\u624d\u662f\u771f\u6b63\u7684\u7b54\u6848<\/strong><\/p>\n<p>\u5c31\u5728\u8fd9\u573a\u8bba\u6218\u7206\u53d1\u524d\u4e09\u5468\uff0cLinux Foundation AI &amp; Data \u7684 CTO Matt White \u548c Nathan Lambert \u5404\u5199\u4e86\u4e00\u7bc7\u6587\u7ae0\uff0c\u8bb2\u8ff0\u4ed6\u4eec\u4e3a\u671f\u516b\u5929\u7684\u4e2d\u56fd\u4e4b\u884c\u3002\u4ed6\u4eec\u7684\u7b54\u6848\u51fa\u5947\u4e00\u81f4\uff0c\u4ed6\u4eec\u770b\u5230\u7684\u4e2d\u56fd AI \u5b9e\u9a8c\u5ba4\uff0c\u4e0d\u662f\u4e00\u4e2a\u8eb2\u5728\u7f8e\u56fd API \u540e\u9762\u6284\u7b54\u6848\u7684\u751f\u6001\u3002<\/p>\n<p>Matt White \u5199\u5230\uff0c\u4e2d\u56fd AI \u5b9e\u9a8c\u5ba4\u666e\u904d\u5e74\u8f7b\u3001\u7cbe\u7b80\u3002\u4ed6\u9047\u5230\u7684\u4e2d\u56fd AI \u7814\u7a76\u5458\u5e73\u5747\u5e74\u9f84\u5728 25 \u5c81\u5de6\u53f3\u3002\u7814\u7a76\u5458\u548c\u5de5\u7a0b\u5e08\u4e0d\u592a\u70ed\u8877\u4e2a\u4eba\u54c1\u724c\uff0c\u66f4\u5173\u5fc3\u6a21\u578b\u80fd\u4e0d\u80fd\u771f\u7684\u53d8\u5f3a\u3002\u5f00\u6e90\u5728\u8bb8\u591a\u5b9e\u9a8c\u5ba4\u91cc\u4e0d\u662f\u5ba3\u4f20<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>\uff0c\u800c\u662f\u9ed8\u8ba4\u9009\u9879\u3002\u95ee\u9898\u5f80\u5f80\u4e0d\u662f\u201c\u8981\u4e0d\u8981\u5f00\u6e90\u201d\uff0c\u800c\u662f\u201c\u54ea\u4e9b\u90e8\u5206\u5f00\u6e90\u3001\u4ec0\u4e48\u65f6\u5019\u5f00\u6e90\u201d\u3002<\/p>\n<p>\u4ed6\u5bf9 DeepSeek \u7684\u63cf\u8ff0\u5c24\u5176\u503c\u5f97\u6ce8\u610f\uff0c\u201c\u5982\u679c\u8bf4\u6709\u4e00\u4e2a\u5b9e\u9a8c\u5ba4\u5728\u6574\u4e2a\u4e2d\u56fd AI \u751f\u6001\u4e2d\u83b7\u5f97\u666e\u904d\u5c0a\u91cd\uff0c\u90a3\u5c31\u662f DeepSeek\u201d\u3002\u4ed6\u8bbf\u95ee\u7684\u51e0\u4e4e\u6bcf\u4e00\u5bb6\u5b9e\u9a8c\u5ba4\u90fd\u4f1a\u63d0\u5230 DeepSeek \u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e6%96%b0\" title=\"View all posts in \u521b\u65b0\" target=\"_blank\" class=\"tag_link\">\u521b\u65b0<\/a>\uff0c\u5c24\u5176\u662f GRPO \u7b97\u6cd5\u548c\u5b83\u4eec\u5728\u63a8\u7406\u8bad\u7ec3\u4e0a\u7684\u72ec\u7279\u65b9\u6cd5\u3002\u8fd9\u79cd\u5c0a\u91cd\u4e0d\u662f\u5ac9\u5992\uff0c\u800c\u662f\u5bf9\u201c\u6539\u53d8\u4e86<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>\u89c4\u5219\u7684\u4eba\u201d\u7684\u8ba4\u53ef\u3002<\/p>\n<p>Nathan Lambert \u5219\u5728\u6587\u7ae0\u4e2d\u5199\u9053\uff0c\u4e2d\u56fd\u7684 LLM \u793e\u533a\u201c\u611f\u89c9\u66f4\u50cf\u4e00\u4e2a\u751f\u6001\u7cfb\u7edf\uff0c\u800c\u4e0d\u662f\u76f8\u4e92\u4e89\u6597\u7684\u90e8\u843d\u201d\u3002\u8bb8\u591a\u5b9e\u9a8c\u5ba4\u90fd\u5c0a\u91cd DeepSeek\uff0c\u8ba4\u4e3a\u5b83\u201c\u62e5\u6709\u6781\u4f73\u7684\u7814\u7a76\u54c1\u5473\u548c\u6267\u884c\u529b\u201d\u3002<\/p>\n<p>\u8fd9\u4e9b AI \u5b9e\u9a8c\u5ba4\u5df2\u7ecf\u62e5\u6709\u4e16\u754c\u7ea7\u7684\u9884\u8bad\u7ec3\u3001RL \u548c\u540e\u8bad\u7ec3\u80fd\u529b\u3002DeepSeek \u516c\u5e03\u7684 GRPO\u3001Muon \u4f18\u5316\u5668\u3001VERL \u6846\u67b6\uff0c\u90fd\u88ab\u5168\u7403\u5b9e\u9a8c\u5ba4\u91c7\u7eb3\u3002\u4eca\u5929\u6784\u5efa\u6700\u597d\u7684\u5927\u6a21\u578b\uff0c\u8d8a\u6765\u8d8a\u4f9d\u8d56\u6574\u6761\u6280\u672f\u6808\u4e0a\u7684\u7ec6\u81f4\u5de5\u4f5c\uff1a\u6570\u636e\u3001\u67b6\u6784\u7ec6\u8282\u3001RL \u7b97\u6cd5\u5b9e\u73b0\u3001\u8bc4\u6d4b\u3001\u63a8\u7406\u7cfb\u7edf\uff0c\u6bcf\u4e00\u4e2a\u73af\u8282\u90fd\u53ef\u80fd\u5e26\u6765\u63d0\u5347\u3002<\/p>\n<p>\u4ece\u6280\u672f\u80fd\u529b\u4e0a\uff0c\u8fd9\u5df2\u7ecf\u8db3\u591f\u8bf4\u660e\u4e2d\u56fd\u5b9e\u9a8c\u5ba4\u6839\u672c\u4e0d\u9700\u8981\u9760\u84b8\u998f\u6765\u8ffd\u8d76\u3002\u4e2d\u56fd\u5b9e\u9a8c\u5ba4\u4e4b\u6240\u4ee5\u8ffd\u5f97\u5feb\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4e0d\u662f\u56e0\u4e3a\u67d0\u4e2a\u795e\u79d8\u6377\u5f84\uff0c\u800c\u662f\u56e0\u4e3a\u8fd9\u4e9b\u56e2\u961f\u975e\u5e38\u9002\u5408\u505a\u8fd9\u79cd\u5bc6\u96c6\u3001\u590d\u6742\u3001\u9700\u8981\u5927\u91cf\u975e\u5149\u9c9c\u5de5\u4f5c\u7684\u5de5\u7a0b\u4f18\u5316\u3002<\/p>\n<p>\u8fd9\u6b63\u597d\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u201c\u84b8\u998f\u8bba\u201d\u4e0d\u8db3\u4ee5\u89e3\u91ca DeepSeek\uff0c\u4e5f\u662f antirez \u6700\u4e0d\u6ee1\u7684\u5730\u65b9\u3002<\/p>\n<p>\u800c\u4e14 antirez \u4e0d\u53ea\u662f\u4e00\u4e2a\u65c1\u89c2\u8005\u3002\u4e0d\u4e45\u524d\uff0c\u4ed6\u8fd8\u4eb2\u81ea\u56f4\u7ed5 DeepSeek \u505a\u8fc7\u63a8\u7406\u5de5\u7a0b\uff0c\u5f00\u6e90\u4e86 DS4 \u9879\u76ee\u3002\u8fd9\u4e2a\u9879\u76ee\u662f\u4e00\u4e2a\u4e13\u95e8\u9762\u5411 DeepSeek V4 Flash \u7684\u672c\u5730\u63a8\u7406\u5f15\u64ce\uff0c\u4f18\u5148\u4e3a\u8be5\u6a21\u578b\u4f18\u5316\uff0c\u4e5f\u652f\u6301\u5728\u9ad8\u5185\u5b58\u673a\u5668\u4e0a\u8fd0\u884c DeepSeek V4 PRO\u3002<\/p>\n<\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u4ed6\u771f\u6b63\u6478\u8fc7\u6a21\u578b\u90e8\u7f72\u7684\u5e95\u5c42\u95ee\u9898\uff1a\u6a21\u578b\u67b6\u6784\u3001MoE\u3001\u957f\u4e0a\u4e0b\u6587\u3001KV cache\u3001\u786c\u4ef6\u9002\u914d\u3001\u91cf\u5316\u3001\u63a8\u7406\u6548\u7387\u3002\u5bf9\u4e8e\u4e00\u4e2a\u7cfb\u7edf\u7a0b\u5e8f\u5458\u6765\u8bf4\uff0c\u4e00\u4e2a\u6a21\u578b\u5230\u5e95\u53ea\u662f\u9760\u8f93\u51fa\u6837\u672c\u5806\u51fa\u6765\u7684\u58f3\uff0c\u8fd8\u662f\u80cc\u540e\u6709\u771f\u5b9e\u7684\u67b6\u6784\u548c\u5de5\u7a0b\u542b\u91cf\uff0c\u611f\u53d7\u4f1a\u975e\u5e38\u76f4\u63a5\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u603b\u7ed3\u6765\u8bf4\uff0c\u8fd9\u573a\u4e89\u5435\u6700\u5927\u7684\u5206\u6b67\u5728\u4e8e\u201c\u84b8\u998f\u201d\u7684\u5b9a\u4e49\u3002\u4f46\u95ee\u9898\u7684\u5173\u952e\u65e9\u5df2\u8d85\u51fa\u4e86\u6280\u672f\u8303\u7574\u3002\u771f\u6b63\u8ba9 antirez \u53d1\u58f0\u7684\uff0c\u662f<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%88%86%e8%ae%ba\" title=\"View all posts in \u8206\u8bba\" target=\"_blank\" class=\"tag_link\">\u8206\u8bba<\/a>\u573a\u4e2d\u4e00\u79cd\u6839\u6df1\u8482\u56fa\u7684\u9884\u8bbe\u2014\u2014\u53ea\u8981\u662f\u4e2d\u56fd\u56e2\u961f\u7684\u8fdb\u6b65\uff0c\u5c31\u5fc5\u7136\u6765\u81ea\u67d0\u79cd\u201c\u975e\u6b63\u5f53\u624b\u6bb5\u201d\u3002\u8fd9\u79cd\u9884\u8bbe\u65e0\u89c6\u4e86\u4e2d\u56fd\u5b9e\u9a8c\u5ba4\u5728\u7b97\u529b\u53d7\u9650\u4e0b\u505a\u51fa\u7684\u67b6\u6784\u521b\u65b0\u3001\u7b97\u6cd5\u7a81\u7834\u548c\u5f00\u6e90\u8d21\u732e\uff0c\u628a\u6240\u6709\u8fdb\u6b65\u90fd\u5f52\u56e0\u4e8e\u201c\u6284\u88ad\u201d\u3002<\/p>\n<p>\u53c2\u8003\u94fe\u63a5\uff1a<\/p>\n<p>https:\/\/x.com\/antirez\/status\/2066516853497684342<\/p>\n<p>https:\/\/www.interconnects.ai\/p\/notes-from-inside-chinas-ai-labs<\/p>\n<p>https:\/\/huggingface.co\/blog\/matthew-d-white\/ai-in-china<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005 | Tina 2026 \u5e74 6 \u6708 15 \u65e5\uff0cRedis \u4e4b\u7236 Salvatore Sanfilippo [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[379,378,252,241,277,186,321,88,367,281],"views":4,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/800237"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=800237"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/800237\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=800237"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=800237"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=800237"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}