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\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u8bba\u6587\u8bfb\u5f97\u6162\uff0c\u53ef\u80fd\u662f\u5de5\u5177\u7684\u9505\uff0c\u4e00\u624b\u5b9e\u6d4b\u79d1\u7814\u4e13\u7528\u7248\u300cDeepSeek\u300d<\/a><\/p>\n

\u300c\u672a\u6765\uff0c99% \u7684 attention \u5c06\u662f\u5927\u6a21\u578b attention\uff0c\u800c\u4e0d\u662f\u4eba\u7c7b attention\u3002\u300d\u8fd9\u662f AI \u5927\u725b Andrej Karpathy \u524d\u6bb5\u65f6\u95f4\u7684\u4e00\u4e2a\u9884\u8a00\u3002\u8fd9\u91cc\u7684\u300cattention\u300d\u53ef\u4ee5\u7406\u89e3\u4e3a\u5bf9\u5185\u5bb9\u7684\u9700\u6c42\u3001\u5904\u7406\u548c\u5206\u6790\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u4ed6\u9884\u6d4b\u672a\u6765\u7edd\u5927\u591a\u6570\u8d44\u6599\u7684\u5904\u7406\u5de5\u4f5c\u5c06\u7531\u5927\u6a21\u578b\u6765\u5b8c\u6210\uff0c\u800c\u4e0d\u662f\u4eba\u7c7b\u3002<\/p>\n

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\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u300c\u5fc3\u6d41 AI \u52a9\u624b<\/strong>\u300d\u7528\u8d77\u6765\u611f\u89c9\u5982\u6b64\u4e0e\u4f17\u4e0d\u540c\u3002<\/p>\n

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\u4ece\u300c\u5fc3\u6d41 AI \u52a9\u624b\u300d\u7684\u4e00\u7cfb\u5217\u8bbe\u8ba1\u4e2d\uff0c\u6211\u4eec\u80fd\u611f\u89c9\u5230\u8fd9\u662f\u4e00\u4e2a\u53ef\u4ee5\u957f\u671f\u7528\u7684\u5de5\u5177\u3002\u6bd4\u5982\u5b83\u63a5\u5165\u4e86 DeepSeek \u6ee1\u8840\u7248\uff0c\u652f\u6301\u8bba\u6587\u56fe\u8c31\u3001\u4e00\u952e\u76f4\u8fbe\u5f15\u6587\u3001\u81ea\u5b9a\u4e49\u77e5\u8bc6\u5e93\u95ee\u7b54\uff0c\u8fd8\u80fd\u968f\u65f6\u968f\u5730\u5c31\u6574\u7bc7\u6216\u5c40\u90e8\u6bb5\u843d\u4e0e AI \u5bf9\u8bdd\u5e76\u5c06\u5bf9\u8bdd\u4fdd\u5b58\u4e3a\u7b14\u8bb0\u5e76\u5bfc\u51fa\uff0c\u751a\u81f3\u751f\u6210\u64ad\u5ba2<\/strong>\u2026\u2026 \u8fd9\u4e00\u7cfb\u5217\u529f\u80fd\u8003\u8651\u5230\u4e86\u79d1\u7814\u5de5\u4f5c\u8005\u5bf9\u4e8e\u77e5\u8bc6\u83b7\u53d6\u7684\u9ad8\u6548\u6027\u548c\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\u6027\u7684\u9700\u6c42\uff0c\u63d0\u4f9b\u4e86\u5176\u4ed6\u901a\u7528 AI \u52a9\u624b\u5c1a\u672a\u63d0\u4f9b\u7684\u5dee\u5f02\u5316\u4f53\u9a8c\u3002\u800c\u4e14\uff0c\u5b83\u8fd8\u662f\u514d\u8d39<\/strong>\u7684\u3002<\/p>\n

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\u6211\u4eec\u9996\u5148\u4f53\u9a8c\u7684\u662f\u300c\u5fc3\u6d41 AI \u52a9\u624b\u300d\u5de6\u8fb9\u680f\u7684\u300c\u9605\u8bfb\u300d\u529f\u80fd\u3002\u8fd9\u662f\u4e00\u4e2a\u53ef\u4ee5\u68c0\u7d22\u8bba\u6587\u7684\u754c\u9762\u3002\u53ea\u8981\u8f93\u5165\u8bba\u6587\u6807\u9898\u6216\u4f5c\u8005\uff0c\u6211\u4eec\u5c31\u80fd\u627e\u5230\u76f8\u5e94\u7684\u8bba\u6587\uff0c\u5e76\u9009\u62e9\u300cAI \u7cbe\u8bfb\u300d\u3002<\/p>\n

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\u5728\u7ffb\u8bd1\u5bf9\u7167\u754c\u9762\uff0c\u70b9\u51fb\u8bd1\u6587\u7684\u67d0\u4e00\u6bb5\uff0c\u539f\u6587\u7684\u5bf9\u5e94\u6bb5\u843d\u5c31\u4f1a\u88ab\u9ad8\u4eae\u663e\u793a\uff0c\u4e0d\u7528\u50cf\u4e4b\u524d\u7528\u7ffb\u8bd1\u5de5\u5177\u4e00\u6837\u81ea\u5df1\u53bb\u67e5\u627e\u3002<\/p>\n

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\u4e0d\u8fc7\uff0c\u9664\u4e86\u8fd9\u4e9b\u57fa\u7840\u529f\u80fd\uff0c\u5bf9\u4e8e\u9886\u57df\u8d44\u6df1\u7814\u7a76\u8005\u6765\u8bf4\uff0c\u5f15\u6587\u76f4\u8fbe<\/strong>\u548c\u8bba\u6587\u300c\u56fe\u8c31\u300d<\/strong>\u53ef\u80fd\u66f4\u5177\u5438\u5f15\u529b\u3002<\/p>\n

\u5982\u56fe\u6240\u793a\uff0c\u6211\u4eec\u62ff\u6765\u6d4b\u8bd5\u7684\u8fd9\u7bc7\u8bba\u6587\u5f15\u7528\u4e86 DeepSeek R1\u3002\u5982\u679c\u662f\u76f4\u63a5\u5728 arXiv \u4e0a\u9605\u8bfb\uff0c\u6211\u4eec\u9700\u8981\u70b9\u51fb\u8fd9\u4e2a\u5f15\u6587\uff0c\u8df3\u8f6c\u5230\u6587\u672b\u7684\u5f15\u7528\u6587\u732e\u5217\u8868\uff0c\u7136\u540e\u6839\u636e\u5217\u8868\u4e2d\u7ed9\u51fa\u7684\u76f8\u5173\u4fe1\u606f\u53bb\u6d4f\u89c8\u5668\u641c\u7d22\u3002\u4f46\u662f\u5728\u5fc3\u6d41 AI \u52a9\u624b\u7684\u8bba\u6587\u7cbe\u8bfb\u754c\u9762\uff0c\u6211\u4eec\u53ef\u4ee5\u4e00\u952e\u76f4\u8fbe\uff0c\u800c\u4e14\u94fe\u63a5\u5230\u7684 DeepSeek R1 \u8bba\u6587\u4f9d\u7136\u53ef\u4ee5\u7cbe\u8bfb\uff0c\u8fd9\u79cd\u300c\u5957\u5a03\u300d\u94fe\u63a5\u6a21\u5f0f\u7b80\u76f4\u4e0d\u8981\u592a\u65b9\u4fbf\u3002<\/p>\n

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\u800c\u70b9\u5f00\u300c\u56fe\u8c31\u300d\u8fd9\u4e2a\u6309\u94ae\uff0c\u6211\u4eec\u8fd8\u53d1\u73b0\u4e86\u65b0\u7684\u60ca\u559c \u2014\u2014 \u6240\u6709\u5f15\u6587\u90fd\u88ab\u7f16\u7ec7\u5728\u4e86\u4e00\u5f20\u300c\u7f51\u300d\u91cc\uff0c\u6bcf\u4e2a\u8282\u70b9\u90fd\u53ef\u4ee5\u70b9\u51fb\uff08\u4e5f\u662f\u76f4\u8fbe\u8bba\u6587\u5e76\u652f\u6301\u7cbe\u8bfb\uff09\u3002\u8fd9\u5c31\u662f\u5fc3\u6d41 AI \u52a9\u624b\u7279\u6709\u7684\u300c\u8bba\u6587\u56fe\u8c31\u300d\u529f\u80fd\uff0c\u5b83\u4e0d\u4ec5\u5305\u542b\u6240\u5f15\u7528\u7684\u8bba\u6587\uff0c\u8fd8\u628a\u8bba\u6587\u4f5c\u8005\u7684\u5176\u4ed6\u8bba\u6587\u4e5f\u7f51\u7f57\u4e86\u8fdb\u53bb\uff0c\u65b9\u4fbf\u6211\u4eec\u8ffd\u6839\u6eaf\u6e90\u3002<\/p>\n

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\u53e6\u5916\uff0c\u548c\u5176\u4ed6 AI \u52a9\u624b\u7c7b\u4f3c\uff0c\u6211\u4eec\u53ef\u4ee5\u5c31\u8fd9\u7bc7\u8bba\u6587\u4e0e\u5fc3\u6d41 AI \u52a9\u624b\u80cc\u540e\u7684\u5927\u6a21\u578b\u5c55\u5f00\u5bf9\u8bdd\uff0c\u5e76\u4e14\u53ef\u4ee5\u5c06\u5bf9\u8bdd\u5185\u5bb9\u5bfc\u51fa\u4e3a PDF\u3001markdown \u7b49\u683c\u5f0f\u7684\u6587\u4ef6\uff0c\u65b9\u4fbf\u540e\u7eed\u5bfc\u5165\u5176\u4ed6\u5e73\u53f0\u8fdb\u884c\u5206\u4eab\u6216\u5904\u7406\uff08\u5982\u628a AI \u5199\u7684\u4ee3\u7801\u5bfc\u5165 Notion\uff0c\u4f5c\u4e3a\u7b14\u8bb0\u6216\u535a\u5ba2\u7684\u4e00\u90e8\u5206\uff09\u3002<\/p>\n

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