{"id":39130,"date":"2025-03-02T05:01:37","date_gmt":"2025-03-01T21:01:37","guid":{"rendered":"https:\/\/17aitech.com\/?p=39130"},"modified":"2025-03-02T05:01:37","modified_gmt":"2025-03-01T21:01:37","slug":"%e6%a2%81%e6%96%87%e9%94%8b%e4%ba%b2%e8%87%aa%e6%8c%82%e5%90%8d%ef%bc%8cdeepseek-%e6%9c%80%e6%96%b0%e8%ae%ba%e6%96%87%e4%b8%a2%e5%87%ba%e6%b3%a8%e6%84%8f%e5%8a%9b%e6%96%b0%e6%9c%ba%e5%88%b6%ef%bc%8c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39130","title":{"rendered":"\u6881\u6587\u950b\u4eb2\u81ea\u6302\u540d\uff0cDeepSeek \u6700\u65b0\u8bba\u6587\u4e22\u51fa\u6ce8\u610f\u529b\u65b0\u673a\u5236\uff0c\u63a8\u7406\u901f\u5ea6\u76f4\u7ebf\u63d0\u5347 11 \u500d"},"content":{"rendered":"

2 \u6708 18 \u65e5\uff0c\u9a6c\u65af\u514b\u53d1\u5e03 Grok 3 \u7684\u70ed\u5ea6\u8fd8\u6ca1\u8fc7\u53bb\uff0c\u6881\u6587\u950b\u5c31\u4f5c\u4e3a co-authors \u5e26\u7740 DeepSeek \u7814\u7a76\u56e2\u961f\u6740\u4e86\u56de\u6765\u3002<\/p>\n

\u516c\u5e03\u65b0\u7814\u7a76\u7684\u63a8\u6587\u53d1\u5e03\u4e0d\u5230 3 \u4e2a\u5c0f\u65f6\uff0c\u5c31\u5e26\u6765\u4e86\u4e09\u5341\u591a\u4e07\u7684\u6d4f\u89c8\u91cf\uff0c\u706b\u7206\u7a0b\u5ea6\u4e0d\u900a OpenAI\u3002<\/p>\n

<\/a><\/p>\n

\u800c\u8fd9\u6b21 DeepSeek \u56e2\u961f\u6700\u65b0\u7684\u7814\u7a76\u8bba\u6587\u66f4\u662f\u91cd\u78c5\uff0c\u8bba\u6587\u4e2d\u4ecb\u7ecd\u4e86\u4e00\u79cd\u5168\u65b0\u7684\uff0c\u53ef\u7528\u4e8e\u8d85\u5feb\u901f\u7684\u957f\u4e0a\u4e0b\u6587\u8bad\u7ec3\u4e0e\u63a8\u7406\u7684\u6ce8\u610f\u529b\u673a\u5236 \u2014\u2014 NSA\uff0c\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cNSA \u8fd8\u5177\u6709\u4e0e\u786c\u4ef6\u5bf9\u9f50\u7684\u7279\u70b9\uff0c\u5341\u8db3\u7684\u786c\u4ef6\u53cb\u597d\u3002<\/p>\n

\u8bba\u6587\u4e2d\u63d0\u5230\u7684 NSA \u6838\u5fc3\u7ec4\u6210\u4e3b\u8981\u5305\u62ec\u4e09\u70b9\uff1a\u5206\u522b\u662f\u52a8\u6001\u5206\u5c42\u7a00\u758f\u7b56\u7565\u3001\u7c97\u7c92\u5ea6\u7684 token \u538b\u7f29\u4ee5\u53ca\u7ec6\u7c92\u5ea6\u7684 token \u9009\u62e9\u3002\u6709\u4e86\u8fd9\u4e09\u70b9\u6838\u5fc3\u6280\u672f\u7684\u52a0\u6301\uff0c\u5c31\u80fd\u591f\u5728\u6709\u6548\u964d\u4f4e\u9884\u8bad\u7ec3\u6210\u672c\u7684\u60c5\u51b5\u4e0b\uff0c\u540c\u65f6\u663e\u8457\u63d0\u5347\u63a8\u7406\u901f\u5ea6\uff0c\u7279\u522b\u662f\u5728\u89e3\u7801\u9636\u6bb5\u5b9e\u73b0\u4e86\u9ad8\u8fbe 11.6 \u500d\u7684\u63d0\u5347\u3002<\/p>\n

<\/a><\/p>\n

\u66f4\u8ba9\u4eba\u611f\u5230\u773c\u524d\u4e00\u4eae\u7684\u662f\uff0cDeepSeek \u521b\u59cb\u4eba\u517c CEO \u6881\u6587\u950b\u8fd9\u6b21\u4e5f\u51fa\u73b0\u5728\u4e86\u5408\u8457\u540d\u5355\u4e4b\u4e2d\uff0c\u4e0d\u4ec5\u4eb2\u81ea\u4e0a\u9635\uff0c\u8fd8\u4eb2\u81ea\u63d0\u4ea4\u4e86\u8bba\u6587\u3002<\/p>\n

<\/a><\/p>\n

\u770b\u70ed\u95f9\u4e0d\u5acc\u4e8b\u5927\u7684\u7f51\u53cb\u751a\u81f3\u8fd8\u501f\u6b64\u8c03\u4f83\u5965\u7279\u66fc\uff1aDeepSeek \u53c8\u53d1\u4e86\u4e00\u7bc7\u5f88\u5f3a\u7684\u65b0\u8bba\u6587\u4e86\u54e6\uff01<\/p>\n

<\/a><\/p>\n

DeepSeek \u586b\u8865\u4e86\u7a00\u758f\u6ce8\u610f\u529b\u673a\u5236\u5b58\u5728\u7684\u7f3a\u9677<\/p>\n

\u968f\u7740 AI \u9886\u57df\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u957f\u4e0a\u4e0b\u6587\u5efa\u6a21\u80fd\u529b\u7684\u5173\u952e\u6027\u65e5\u76ca\u51f8\u663e\uff0c\u5c24\u5176\u5728\u73b0\u5b9e\u4e16\u754c\u7684\u5e94\u7528\u4e2d\u6709\u7740\u5e7f\u6cdb\u9700\u6c42\uff0c\u6bd4\u5982\u6df1\u5ea6\u63a8\u7406\u3001\u4ee3\u7801\u5e93\u7ea7\u4ee3\u7801\u751f\u6210\u548c\u591a\u8f6e\u81ea\u4e3b\u4ee3\u7406\u7cfb\u7edf\u3002\u5c31\u6bd4\u5982 DeepSeek \u81ea\u5bb6\u7684 R1 \u6a21\u578b\u5c31\u662f\u7a81\u7834\u4e86\u8fd9\u4e2a\u6280\u672f\uff0c\u4f7f\u5176\u80fd\u591f\u5904\u7406\u6574\u4e2a\u4ee3\u7801\u5e93\u3001\u957f\u7bc7\u6587\u6863\uff0c\u5e76\u4fdd\u6301\u6210\u5343\u4e0a\u4e07 token \u7684\u5bf9\u8bdd\u8fde\u8d2f\u6027\uff0c\u540c\u65f6\u4e5f\u80fd\u5728\u957f\u8ddd\u79bb\u4f9d\u8d56\u7684\u60c5\u5883\u4e0b\u8fdb\u884c\u590d\u6742\u63a8\u7406\u3002<\/p>\n

\u4f46\u5e8f\u5217\u8d8a\u6765\u8d8a\u957f\uff0c\u4f20\u7edf\u7684\u6ce8\u610f\u529b\u673a\u5236\u5c31\u5f00\u59cb\u56e0\u4e3a\u592a\u8fc7\u590d\u6742\u6210\u4e3a\u4e86\u9020\u6210\u8fd0\u884c\u5ef6\u8fdf\u7684\u6700\u5927\u56e0\u7d20\u3002\u7406\u8bba\u5206\u6790\u663e\u793a\uff0c\u4f7f\u7528 softmax \u67b6\u6784\u7684\u6ce8\u610f\u529b\u8ba1\u7b97\u5728\u89e3\u7801 64k \u957f\u5ea6\u7684\u4e0a\u4e0b\u6587\u65f6\uff0c\u51e0\u4e4e\u5360\u636e\u4e86\u603b\u5ef6\u8fdf\u7684 70-80%\uff0c\u4f20\u7edf\u6ce8\u610f\u529b\u673a\u5236\u5b58\u5728\u660e\u663e\u7f3a\u9677\uff0c\u63d0\u5347\u901f\u5ea6\u6210\u4e86\u4e00\u4ef6\u975e\u5e38\u91cd\u8981\u7684\u4e8b\u60c5\u3002<\/p>\n

\u5e76\u4e14\u81ea\u7136\u7684\u5b9e\u73b0\u9ad8\u6548\u957f\u4e0a\u4e0b\u6587\u5efa\u6a21\u7684\u65b9\u6cd5\u662f\u5229\u7528 softmax \u6ce8\u610f\u529b\u7684\u56fa\u6709\u7a00\u758f\u6027\uff0c\u9009\u62e9\u6027\u5730\u8ba1\u7b97\u5173\u952e\u7684 query-key \u5bf9\uff0c\u4ece\u800c\u5927\u5e45\u964d\u4f4e\u8ba1\u7b97\u5f00\u9500\uff0c\u5e76\u4fdd\u6301\u6a21\u578b\u6027\u80fd\u3002<\/p>\n

\u8fd1\u5e74\u6765\uff0c\u76f8\u5173\u7814\u7a76\u5728\u8fd9\u4e00\u65b9\u5411\u53d6\u5f97\u4e86\u8fdb\u5c55\uff0c\u63d0\u51fa\u4e86\u5982 KV \u7f13\u5b58\u6dd8\u6c70\u3001\u5757\u72b6 KV \u7f13\u5b58\u9009\u62e9\uff0c\u4ee5\u53ca\u57fa\u4e8e\u91c7\u6837\u3001\u805a\u7c7b\u6216\u54c8\u5e0c\u7684\u9009\u62e9\u65b9\u6cd5\u7b49\u7b56\u7565\u3002\u5c3d\u7ba1\u8fd9\u4e9b\u65b9\u6cd5\u5c55\u793a\u4e86\u5f88\u5927\u7684\u6f5c\u529b\uff0c\u4f46\u73b0\u6709\u7684\u7a00\u758f\u6ce8\u610f\u529b\u6280\u672f\u5728\u5b9e\u9645\u90e8\u7f72\u65f6\u79cd\u4ecd\u672a\u80fd\u8fbe\u5230\u9884\u671f\u6548\u679c\u3002\u5e76\u4e14\u5927\u90e8\u5206\u7814\u7a76\u4e3b\u8981\u96c6\u4e2d\u4e8e\u63a8\u7406\u9636\u6bb5\uff0c\u7f3a\u4e4f\u5bf9\u8bad\u7ec3\u9636\u6bb5\u6709\u6548\u652f\u6301\uff0c\u56e0\u6b64\u5e76\u4e0d\u80fd\u5145\u5206\u53d1\u6325\u7a00\u758f\u6a21\u5f0f\u7684\u4f18\u52bf\u3002<\/p>\n

\u4e3a\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u7a00\u758f\u6ce8\u610f\u529b\uff0cDeepSeek \u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u539f\u751f\u53ef\u8bad\u7ec3\u7684\u7a00\u758f\u6ce8\u610f\u529b\u67b6\u6784 NSA\uff0c\u8fd9\u4e2a\u67b6\u6784\u7684\u6838\u5fc3\u5185\u5bb9\u662f\u901a\u8fc7\u52a8\u6001\u5206\u5c42\u7a00\u758f\u7b56\u7565\uff0c\u7ed3\u5408\u7c97\u7c92\u5ea6\u7684 token \u538b\u7f29\u548c\u7ec6\u7c92\u5ea6\u7684 token \u9009\u62e9\uff0c\u4ece\u800c\u4fdd\u7559\u5168\u5c40\u4e0a\u4e0b\u6587\u611f\u77e5\u80fd\u529b\u548c\u5c40\u90e8\u7cbe\u786e\u6027\u3002<\/p>\n

\u540c\u65f6 NSA \u901a\u8fc7\u7cbe\u5999\u7684\u7b97\u6cd5\u8bbe\u8ba1\u548c\u9488\u5bf9\u73b0\u4ee3\u786c\u4ef6\u7684\u4f18\u5316\uff0c\u5b9e\u73b0\u5728\u8ba1\u7b97\u901f\u5ea6\u4e0a\u7684\u663e\u8457\u63d0\u5347\uff0c\u5e76\u652f\u6301\u7aef\u5230\u7aef\u8bad\u7ec3\uff0c\u65e2\u63d0\u9ad8\u4e86\u63a8\u7406\u6548\u7387\uff0c\u53c8\u51cf\u5c11\u4e86\u9884\u8bad\u7ec3\u8ba1\u7b97\u91cf\uff0c\u540c\u65f6\u4fdd\u6301\u4e86\u6a21\u578b\u6027\u80fd\u3002<\/p>\n

<\/a><\/p>\n

\u9664\u6b64\u4e4b\u5916\uff0c\u65b0\u7814\u7a76\u8fd8\u901a\u8fc7\u4f7f\u7528 Triton\uff0c\u5f00\u53d1\u4e86\u4e0e\u786c\u4ef6\u9ad8\u5ea6\u517c\u5bb9\u7684\u7a00\u758f\u6ce8\u610f\u529b\u5185\u6838\u3002<\/p>\n

DeepSeek \u7684\u4f18\u5316\u7b56\u7565\u5219\u662f\u91c7\u7528\u4e0d\u540c\u7684\u67e5\u8be2\u5206\u7ec4\u65b9\u6cd5\uff0c\u5e76\u901a\u8fc7\u4ee5\u4e0b\u7279\u6027\u5b9e\u73b0\u63a5\u8fd1\u6700\u4f18\u7684\u8ba1\u7b97\u5f3a\u5ea6\u5e73\u8861\uff1a<\/p>\n

1\u3001\u7ec4\u5185\u6570\u636e\u52a0\u8f7d\uff1a\u6bcf\u6b21\u5185\u5faa\u73af\u52a0\u8f7d\u8be5\u7ec4\u6240\u6709\u5934\u7684\u67e5\u8be2\u53ca\u5176\u5171\u4eab\u7684\u7a00\u758f KV \u5757\u7d22\u5f15\u3002<\/p>\n

2\u3001\u5171\u4eabKV\u52a0\u8f7d\uff1a\u5185\u5faa\u73af\u4e2d\u8fde\u7eed\u52a0\u8f7d KV \u5757\uff0c\u51cf\u5c11\u5185\u5b58\u52a0\u8f7d\u7684\u5f00\u9500\u3002<\/p>\n

3\u3001\u7f51\u683c\u5faa\u73af\u8c03\u5ea6\uff1a\u7531\u4e8e\u5185\u5faa\u73af\u957f\u5ea6\u5728\u4e0d\u540c\u67e5\u8be2\u5757\u95f4\u51e0\u4e4e\u76f8\u540c\uff0c\u5c06\u67e5\u8be2\/\u8f93\u51fa\u5faa\u73af\u4e0e Triton \u7684\u7f51\u683c\u8c03\u5ea6\u5668\u7ed3\u5408\uff0c\u7b80\u5316\u5e76\u4f18\u5316\u4e86\u5185\u6838\u7684\u6267\u884c\u3002<\/p>\n

<\/a><\/p>\n

DeepSeek\uff1aNSA \u5df2\u5728\u591a\u9762\u78be\u538b\u5168\u6ce8\u610f\u529b<\/p>\n

\u5728\u5bf9 NSA \u8fdb\u884c\u6280\u672f\u8bc4\u4f30\u65f6\uff0c\u7814\u7a76\u4eba\u5458\u5206\u522b\u4ece\u901a\u7528\u57fa\u51c6\u6027\u80fd\u3001\u957f\u6587\u672c\u57fa\u51c6\u6027\u80fd\u3001\u601d\u7ef4\u94fe\u63a8\u7406\u6027\u80fd\u4e09\u4e2a\u89d2\u5ea6\uff0c\u5206\u522b\u5c06 NSA \u4e0e\u5168\u6ce8\u610f\u529b\u57fa\u7ebf\u548c SOTA \u7a00\u758f\u6ce8\u610f\u529b\u65b9\u6cd5\u8fdb\u884c\u6bd4\u8f83\u3002<\/p>\n

<\/a><\/p>\n

\u6d4b\u8bd5\u4e2d NSA \u7684\u9884\u8bad\u7ec3\u635f\u5931\u66f2\u7ebf\u76f8\u6bd4\u5168\u6ce8\u610f\u529b\u57fa\u7ebf\u5448\u73b0\u51fa\u66f4\u52a0\u7a33\u5b9a\u548c\u5e73\u6ed1\u7684\u4e0b\u964d\u8d8b\u52bf\uff0c\u4e14\u59cb\u7ec8\u4f18\u4e8e\u5168\u6ce8\u610f\u529b\u6a21\u578b\u3002<\/p>\n

\u9664\u6b64\u4e4b\u5916\uff0c\u4e3a\u4e86\u9a8c\u8bc1 NSA\u5728\u5b9e\u9645\u8bad\u7ec3\u548c\u63a8\u7406\u4e2d\u7684\u6548\u679c\uff0cDeepSeek \u7814\u7a76\u56e2\u961f\u91c7\u7528\u4e86\u5f53\u524d\u9886\u5148\u7684 LLM \u5e38\u7528\u5b9e\u8df5\uff0c\u9009\u62e9\u4e86\u4e00\u4e2a\u7ed3\u5408\u5206\u7ec4\u67e5\u8be2\u6ce8\u610f\u529b\uff08GQA\uff09\u548c\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u67b6\u6784\u7684\u6a21\u578b\u4f5c\u4e3a\u6837\u672c\uff0c\u8be5\u6a21\u578b\u7684\u603b\u53c2\u6570\u91cf\u4e3a 27B\uff0c\u5176\u4e2d 3B \u4e3a\u6d3b\u8dc3\u53c2\u6570\u3002<\/p>\n

\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\uff0cDeepSeek \u5bf9 NSA\u3001\u5168\u6ce8\u610f\u529b\u548c\u5176\u4ed6\u6ce8\u610f\u529b\u673a\u5236\u5206\u522b\u8fdb\u884c\u4e86\u8bc4\u4f30\u3002\u7ed3\u679c\u663e\u793a\uff0c\u5c3d\u7ba1 NSA \u91c7\u7528\u4e86\u7a00\u758f\u6027\uff0c\u4f46\u5176\u6574\u4f53\u6027\u80fd\u4ecd\u7136\u4f18\u4e8e\u6240\u6709\u57fa\u7ebf\u6a21\u578b\uff0c\u5305\u62ec\u5168\u6ce8\u610f\u529b\u6a21\u578b\uff0c\u5e76\u4e14\u5728 9 \u9879\u8bc4\u6d4b\u6307\u6807\u4e2d\u6709 7 \u9879\u8868\u73b0\u6700\u597d\u3002<\/p>\n

<\/a><\/p>\n

\u53e6\u5916\uff0c\u5728\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\u4e2d\uff0c NSA \u5728 64k \u4e0a\u4e0b\u6587\u7684\u201c\u5927\u6d77\u635e\u9488\u201d\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u4e86\u6781\u9ad8\u7684\u68c0\u7d22\u7cbe\u5ea6\u3002\u8fd9\u5f52\u529f\u4e8e\u5176\u5206\u5c42\u7a00\u758f\u6ce8\u610f\u529b\u8bbe\u8ba1\uff0c\u901a\u8fc7\u7c97\u7c92\u5ea6\u7684token\u538b\u7f29\u5b9e\u73b0\u4e86\u9ad8\u6548\u7684\u5168\u5c40\u4e0a\u4e0b\u6587\u626b\u63cf\uff0c\u540c\u65f6\u901a\u8fc7\u7ec6\u7c92\u5ea6\u7684\u9009\u62e9\u6027\u6807\u8bb0\u6765\u4fdd\u7559\u5173\u952e\u7684\u4fe1\u606f\uff0c\u4ece\u800c\u6709\u6548\u5e73\u8861\u4e86\u5168\u5c40\u611f\u77e5\u4e0e\u5c40\u90e8\u7cbe\u786e\u5ea6\u3002<\/p>\n

<\/a><\/p>\n

\u540c\u65f6\u7814\u7a76\u56e2\u961f\u8fd8\u5728 LongBench \u57fa\u51c6\u4e0a\uff0c\u4e5f\u5bf9 NSA \u8fdb\u884c\u4e86\u8bc4\u4f30\u3002\u6700\u7ec8 NSA \u4ee5\u6700\u9ad8\u5e73\u5747\u52060.469\uff0c\u4f18\u4e8e\u5176\u4ed6\u6240\u6709\u57fa\u51c6\u3002<\/p>\n

<\/a><\/p>\n

\u5728\u601d\u7ef4\u94fe\u63a8\u7406\u6027\u80fd\u8bc4\u4f30\u65b9\u9762\uff0c\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u4ece DeepSeek-R1 \u8fdb\u884c\u77e5\u8bc6\u84b8\u998f\uff0c\u5e76\u501f\u52a9 100 \u4ebf\u6761 32k \u957f\u5ea6\u7684\u6570\u5b66\u63a8\u7406\u8f68\u8ff9\u8fdb\u884c\u4e86\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u3002<\/p>\n

\u6700\u540e\u7528 AIME 24 \u57fa\u51c6\u6765\u8bc4\u4f30\u6240\u751f\u6210\u7684\u4e24\u4e2a\u6a21\u578bFull Attention-R\uff08\u5168\u6ce8\u610f\u529b\u57fa\u51c6\u6a21\u578b\uff09\u548c NSA-R\uff08\u7a00\u758f\u53d8\u4f53\u6a21\u578b\uff09\u7684\u8868\u73b0\u3002<\/p>\n

\u5728 8k \u4e0a\u4e0b\u6587\u8bbe\u7f6e\u4e0b\uff0cNSA-R \u7684\u51c6\u786e\u7387\u8d85\u8fc7\u4e86 Full Attention-R\uff0c\u5dee\u8ddd\u4e3a 0.075\u3002\u5373\u4f7f\u5728 16k \u4e0a\u4e0b\u6587\u73af\u5883\u4e2d\uff0cNSA-R \u4ecd\u7136\u4fdd\u6301\u7740\u8fd9\u4e00\u4f18\u52bf\uff0c\u51c6\u786e\u7387\u9ad8\u51fa 0.054\u3002<\/p>\n

<\/a><\/p>\n

NSA \u9a8c\u8bc1\u6e05\u534e\u59da\u73ed\u65e9\u671f\u8bba\u6587<\/p>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u8bba\u6587\u672b\u5c3e\u63d0\u5230\u7684\u5904\u7406\u590d\u6742\u6570\u5b66\u95ee\u9898\u7684\u793a\u4f8b\uff0c\u518d\u6b21\u9a8c\u8bc1\u4e86\u4e24\u5e74\u524d\u6e05\u534e\u5927\u5b66\u59da\u73ed\u4e00\u7bc7\u8bba\u6587\u4e2d\u7684\u7ed3\u8bba\u3002<\/p>\n

\u7531\u4e8e Transformer \u67b6\u6784\u5728\u6ce8\u610f\u529b\u673a\u5236\u4e0a\u7684\u5c40\u9650\uff0c\u5904\u7406\u590d\u6742\u6570\u5b66\u95ee\u9898\u65f6\uff0ctokens \u6570\u91cf\u8fc7\u591a\u5e38\u5e38\u4f1a\u5bfc\u81f4\u6027\u80fd\u4e0b\u964d\uff0c\u7279\u522b\u662f\u5728\u4efb\u52a1\u590d\u6742\u5ea6\u8f83\u9ad8\u65f6\u3002<\/p>\n

DeepSeek \u7684\u6700\u65b0\u7814\u7a76\u901a\u8fc7\u4f18\u5316\u95ee\u9898\u7406\u89e3\u548c\u7b54\u6848\u751f\u6210\uff0c\u5c06\u6240\u9700\u7684tokens\u6570\u91cf\u51cf\u5c11\u81f3 2275\uff0c\u4ece\u800c\u6210\u529f\u5f97\u51fa\u4e86\u6b63\u786e\u7b54\u6848\u3002\u800c\u4e0e\u4e4b\u5bf9\u6bd4\u7684\u57fa\u7ebf\u65b9\u6cd5\uff0c\u5c3d\u7ba1\u6d88\u8017\u4e86 9392 \u4e2a tokens\uff0c\u6700\u7ec8\u5374\u5f97\u51fa\u4e86\u9519\u8bef\u7684\u7b54\u6848\u3002\u8fd9\u4e00\u663e\u8457\u7684\u63d0\u5347\u5c55\u793a\u4e86\u65b0\u65b9\u6cd5\u5728\u6548\u7387\u548c\u51c6\u786e\u6027\u4e0a\u7684\u4f18\u52bf\u3002<\/p>\n

\u6e05\u534e\u5927\u5b66\u59da\u73ed\u7684\u90a3\u7bc7\u8bba\u6587\u63a2\u8ba8\u4e86\u5728 Transformer \u67b6\u6784\u4e0b\uff0c\u6a21\u578b\u5728\u8ba1\u7b97\u4e24\u4e2a\u56db\u4f4d\u6570\u4e58\u6cd5\uff08\u4f8b\u5982 1234 \u00d7 5678 \uff09\u65f6\u7684\u8868\u73b0\u3002\u7814\u7a76\u53d1\u73b0\uff0cGPT-4 \u5728\u5904\u7406\u4e09\u4f4d\u6570\u4e58\u6cd5\u65f6\u7684\u51c6\u786e\u7387\u4e3a 59%\uff0c\u7136\u800c\u5f53\u4efb\u52a1\u53d8\u4e3a\u56db\u4f4d\u6570\u4e58\u6cd5\u65f6\uff0c\u51c6\u786e\u7387\u5374\u9aa4\u964d\u81f3 4%\u3002\u8fd9\u4e00\u73b0\u8c61\u63ed\u793a\u4e86\u5728\u9762\u5bf9\u66f4\u590d\u6742\u8ba1\u7b97\u65f6\uff0cTransformer \u67b6\u6784\u7684\u63a8\u7406\u80fd\u529b\u53d7\u5230\u663e\u8457\u9650\u5236\u3002<\/p>\n

<\/a><\/p>\n

\u8fd9\u4e9b\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u5c3d\u7ba1 Transformer \u67b6\u6784\u5728\u67d0\u4e9b\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u5728\u5904\u7406\u590d\u6742\u63a8\u7406\u4efb\u52a1\uff0c\u5c24\u5176\u662f\u9700\u8981\u5927\u91cf\u4fe1\u606f\u5904\u7406\u65f6\uff0c\u4ecd\u7136\u5b58\u5728\u74f6\u9888\u3002<\/p>\n

\u5173\u4e8e DeepSeek \u8bba\u6587\u7ed3\u5c3e\u7684\u590d\u6742\u6570\u5b66\u9898\uff0c\u96f7\u5cf0\u7f51(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span>\u4e5f\u7528 GPT o3-mini \u8fdb\u884c\u4e86\u89e3\u8bfb\uff0c\u6700\u7ec8\u5448\u73b0\u7684\u89e3\u9898\u8fc7\u7a0b\u6bd4 DeepSeek \u8bba\u6587\u4e2d\u7ed9\u51fa\u7684\u89e3\u9898\u8fc7\u7a0b\u8981\u957f\u51fa 2 \u500d\u4e4b\u591a\u3002<\/p>\n

<\/p>\n

\u7531\u6b64\u53ef\u89c1\uff0c\u5927\u6a21\u578b\u7684\u53d1\u5c55\u5c31\u662f\u4e00\u4e2a\u4e0d\u65ad\u63a8\u9648\u51fa\u65b0\u7684\u8fc7\u7a0b\u3002<\/p>\n

\u800c\u53cd\u89c2 DeepSeek\uff0c\u672a\u6765\u7684\u7814\u7a76\u53ef\u80fd\u4f1a\u66f4\u52a0\u4e13\u6ce8\u4e8e\u5982\u4f55\u4f18\u5316\u6a21\u578b\u5728\u957f\u6587\u672c\u548c\u4ee3\u7801\u5e93\u5206\u6790\u4e2d\u7684\u8868\u73b0\uff0c\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u5176\u63a8\u7406\u80fd\u529b\u548c\u5b9e\u7528\u6027\u3002<\/p>\n

\u96f7\u5cf0\u7f51\u539f\u521b\u6587\u7ae0\uff0c\u672a\u7ecf\u6388\u6743\u7981\u6b62\u8f6c\u8f7d\u3002\u8be6\u60c5\u89c1\u8f6c\u8f7d\u987b\u77e5<\/a>\u3002<\/p>\n

\n
\n <\/a>
\n <\/a>\n <\/p>\n

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2 \u6708 18 \u65e5\uff0c\u9a6c\u65af\u514b\u53d1\u5e03 Grok […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[68],"class_list":["post-39130","post","type-post","status-publish","format-standard","hentry","category-news","tag-68"],"yoast_head":"\n\u6881\u6587\u950b\u4eb2\u81ea\u6302\u540d\uff0cDeepSeek \u6700\u65b0\u8bba\u6587\u4e22\u51fa\u6ce8\u610f\u529b\u65b0\u673a\u5236\uff0c\u63a8\u7406\u901f\u5ea6\u76f4\u7ebf\u63d0\u5347 11 \u500d - 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