{"id":40084,"date":"2025-04-12T05:02:48","date_gmt":"2025-04-11T21:02:48","guid":{"rendered":"https:\/\/17aitech.com\/?p=40084"},"modified":"2025-04-12T05:02:48","modified_gmt":"2025-04-11T21:02:48","slug":"anthropic-ai-%e6%9c%80%e6%96%b0%e7%a0%94%e7%a9%b6%e6%88%90%e6%9e%9c%e5%8f%91%e5%b8%83%ef%bc%9a%e6%8f%ad%e7%a4%ba%e5%a4%a7%e6%a8%a1%e5%9e%8b%e4%b8%ad%e7%9a%84%e6%b3%a8%e6%84%8f%e5%8a%9b%e5%9b%9e","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40084","title":{"rendered":"Anthropic AI \u6700\u65b0\u7814\u7a76\u6210\u679c\u53d1\u5e03\uff1a\u63ed\u793a\u5927\u6a21\u578b\u4e2d\u7684\u6ce8\u610f\u529b\u56de\u8def"},"content":{"rendered":"<\/p>\n

<\/p>\n

\u8bed\u8a00\u6a21\u578b\u600e\u4e48\u201c\u77e5\u9053\u201d\u4e54\u4e39\u662f\u7bee\u7403\u8fd0\u52a8\u5458\u7684\uff1f<\/p>\n

\u8fd1\u65e5\uff0cAnthropic\u901a\u8fc7\u6784\u5efa\u5f52\u56e0\u56fe\u5448\u73b0\u4e86\u8bed\u8a00\u6a21\u578b\u5904\u7406\u8fd9\u4e00\u95ee\u9898\u65f6\u7684\u5e95\u5c42\u673a\u5236\u3002\u7531\u4e0b\u56fe\u53ef\u4ee5\u770b\u5230\uff0c\u5bf9\u4e8e”Fact: Michael Jordan plays the sport of __”\u7684\u8f93\u5165\uff0c\u6a21\u578b\u8f93\u51fa\u7684\u7b2c\u4e00\u6761\u8def\u5f84\u6e90\u81ea”plays”\u548c”sport”\u8bcd\u5143\uff0c\u5b83\u4eec\u6fc0\u6d3b\u4e86”sport”\u4e0e”\u8f93\u51fa\u8fd0\u52a8\u9879\u76ee”\u7279\u5f81\uff0c\u8fdb\u800c\u63d0\u5347\u4e86\u7bee\u7403\u3001\u8db3\u7403\u7b49\u8fd0\u52a8\u9879\u76ee\u7684\u903b\u8f91\u8f93\u51fa\u503c\u3002\u7b2c\u4e8c\u6761\u8def\u5f84\u6e90\u81ea”Michael Jordan\u53ca\u5176\u4ed6\u540d\u4eba”\u7279\u5f81\uff0c\u8fd9\u4e9b\u7279\u5f81\u4e0e\u7bee\u7403\u903b\u8f91\u8f93\u51fa\u5448\u6b63\u76f8\u5173\uff0c\u4e0e\u8db3\u7403\u903b\u8f91\u8f93\u51fa\u5448\u8d1f\u76f8\u5173\u3002\u9664\u5e8f\u5217\u8def\u5f84\u5916\uff0c”Michael Jordan”\u548c”sport\/game of”\u7b49\u7279\u5f81\u7ec4\u8fd8\u901a\u8fc7\u76f4\u63a5\u8fb9\u8fde\u63a5\u81f3\u7bee\u7403\u903b\u8f91\u8f93\u51fa\uff0c\u4e09\u6761\u8def\u5f84\u7684\u5171\u540c\u4f5c\u7528\u4f7f\u6a21\u578b\u6700\u7ec8\u5728\u5212\u7ebf\u5904\u586b\u4e0a\u4e86”basketball”\u3002<\/p>\n<\/p>\n

\u4e0a\u8ff0\u6210\u679c\u51fa\u81eaAnthropic\u56e2\u961f\u4e8e3\u670827\u65e5\u53d1\u5e03\u7684\u4e00\u79cd\u63ed\u793a\u8bed\u8a00\u6a21\u578b\u884c\u4e3a\u5e95\u5c42\u673a\u5236\u7684\u7814\u7a76\u65b9\u6cd5\u3002\u8be5\u65b9\u6cd5\u5305\u62ec\u4e24\u6b65\uff0c\u9996\u5148\uff0c\u5c06\u7279\u5f81\u4f5c\u4e3a\u8bc6\u522b\u6a21\u578b\u8ba1\u7b97\u4e2d\u4f7f\u7528\u7684\u53ef\u89e3\u91ca\u57fa\u7840\u5355\u5143\u3002\u5176\u6b21\uff0c\u63cf\u8ff0\u8fd9\u4e9b\u7279\u5f81\u5982\u4f55\u901a\u8fc7\u8fc7\u7a0b\u6216\u56de\u8def\u76f8\u4e92\u4f5c\u7528\u4ee5\u4ea7\u751f\u6a21\u578b\u8f93\u51fa\u3002\u6709\u522b\u4e8e\u6b64\u524d\u7684\u7814\u7a76\u65b9\u6848\uff0cAnthropic\u57fa\u4e8e\u7a00\u758f\u7f16\u7801\u7279\u5f81\u6784\u5efa\u56de\u8def\uff0c\u63d0\u51fa\u901a\u8fc7\u5728”\u66ff\u6362\u6a21\u578b”\u4e2d\u8ffd\u8e2a\u5355\u4e2a\u8ba1\u7b97\u6b65\u9aa4\uff0c\u9488\u5bf9\u76ee\u6807\u63d0\u793a\u751f\u6210\u63cf\u8ff0\u6a21\u578b\u8ba1\u7b97\u8fc7\u7a0b\u7684\u56fe\u8c31\u3002\u8be5\u66ff\u6362\u6a21\u578b\u901a\u8fc7\u4f7f\u7528\u66f4\u6613\u89e3\u91ca\u7684\u7ec4\u4ef6\u66ff\u6362\u539f\u59cb\u6a21\u578b\u4e2d\u7684\u90e8\u5206\u7ed3\u6784\uff0c\u5e76\u7ecf\u8fc7\u8bad\u7ec3\u5b9e\u73b0\u5bf9\u539f\u6a21\u578b\u7684\u8fd1\u4f3c\u3002<\/p>\n

\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u901a\u8fc7\u5206\u5e03\u5728\u4f17\u591a\u4eba\u5de5”\u795e\u7ecf\u5143”\u4e0a\u7684\u4e00\u7cfb\u5217\u53d8\u6362\u6765\u751f\u6210\u8f93\u51fa\uff0c\u6b64\u524d\u7684\u7814\u7a76\u601d\u8def\u662f\u5728\u7b2c\u4e00\u6b65\u4e2d\u76f4\u63a5\u4f7f\u7528\u6a21\u578b\u7684\u539f\u59cb\u795e\u7ecf\u5143\u4f5c\u4e3a\u57fa\u7840\u5355\u5143\u3002\u7136\u800c\uff0c\u7531\u4e8e\u6a21\u578b\u9700\u8981\u8868\u5f81\u7684\u6982\u5ff5\u6570\u91cf\u8d85\u8fc7\u5176\u795e\u7ecf\u5143\u6570\u91cf\uff0c\u5bfc\u81f4\u6a21\u578b\u795e\u7ecf\u5143\u5f80\u5f80\u5177\u6709\u591a\u4e49\u6027\uff0c\u540c\u65f6\u8868\u5f81\u591a\u4e2a\u4e0d\u76f8\u5173\u6982\u5ff5\u7684\u6df7\u5408\u3002\u7531\u6b64\uff0c\u795e\u7ecf\u5143\u4f5c\u4e3a\u57fa\u7840\u8ba1\u7b97\u5355\u5143\u4e0e\u6709\u610f\u4e49\u6982\u5ff5\u4e4b\u95f4\u7684\u4e0d\u5339\u914d\uff0c\u6210\u4e3a\u673a\u5236\u89e3\u91ca\u6027\u7814\u7a76\u7684\u4e3b\u8981\u969c\u788d\u3002<\/p>\n

Anthropic\u8fd9\u4e00\u5168\u65b0\u7684\u7814\u7a76\u65b9\u6cd5\u5c06\u6709\u52a9\u4e8e\u7528\u4eba\u7c7b\u53ef\u7406\u89e3\u7684\u8bed\u8a00\u63cf\u8ff0\u53d1\u751f\u5728\u8bed\u8a00\u6a21\u578b\u5185\u90e8\u7684\u53d8\u6362\u8fc7\u7a0b\uff0c\u63d0\u9ad8\u6a21\u578b\u8f93\u51fa\u7684\u53ef\u89e3\u91ca\u6027\u3002Anthropic\u5f00\u53d1\u4e86\u914d\u5957\u7684\u53ef\u89c6\u5316\u548c\u9a8c\u8bc1\u5de5\u5177\u96c6\uff0c\u6210\u529f\u89e3\u6790\u4e8618\u5c42\u8bed\u8a00\u6a21\u578b\u7b80\u5355\u884c\u4e3a\u7684”\u5f52\u56e0\u56fe\u8c31”\uff0c\u5e76\u4e3a\u5e94\u7528\u8be5\u65b9\u6cd5\u7814\u7a76\u524d\u6cbf\u6a21\u578bClaude 3.5 Haiku\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/p>\n

\u4e00\u3001\u5efa\u7acb\u53ef\u89e3\u91ca\u7684\u66ff\u6362\u6a21\u578b<\/p>\n

\u66ff\u6362\u6a21\u578b\u7684\u6838\u5fc3\u67b6\u6784\u662f\u8de8\u5c42\u8f6c\u7801\u5668\uff08cross-layer transcoder )\uff0c\u7531\u4f5c\u4e3a\u795e\u7ecf\u5143\u7684\u201c\u7279\u5f81\u201d\u7ec4\u6210\u3002\u8fd9\u4e9b\u795e\u7ecf\u5143\u88ab\u5206\u4e3aL\u5c42\uff0c\u4e0e\u5e95\u5c42\u6a21\u578b\u7684\u5c42\u6570\u76f8\u540c\uff0c\u6b64\u4e3e\u76ee\u6807\u5728\u4e8e\u4f7f\u7528\u7a00\u758f\u6fc0\u6d3b\u7684\u7279\u5f81\u6765\u91cd\u5efa\u5e95\u5c42\u6a21\u578b\u7684MLP\u8f93\u51fa\u3002\u6362\u8a00\u4e4b\uff0c\u6bcf\u4e00\u5c42\u7684 MLP \u8f93\u51fa\u88ab\u5176\u5bf9\u5e94\u7684 CLT \u91cd\u5efa\u7ed3\u679c\u6240\u66ff\u6362\u3002\u8fd9\u4e9b\u7279\u5f81\u4ece\u6a21\u578b\u6b8b\u5dee\u6d41\u7684\u5173\u8054\u5c42\u63a5\u6536\u8f93\u5165\uff0c\u4f46\u53ef\u4ee5\u5411\u6240\u6709\u540e\u7eed\u5c42\u63d0\u4f9b\u8f93\u51fa\uff0c\u56e0\u800c\u6709\u201c\u8de8\u5c42\u201d\u4e4b\u79f0\u3002<\/p>\n<\/p>\n

\u636eAnthropic\u8bc4\u4f30\uff0c\u66ff\u6362\u6a21\u578b\u4e0e\u5e95\u5c42\u6a21\u578b\u5728\u6807\u8bb0\u8f93\u51fa\u4e0a\u7684\u5339\u914d\u7a0b\u5ea6\u968f\u6a21\u578b\u89c4\u6a21\u7684\u589e\u52a0\u800c\u63d0\u9ad8\uff0c\u4e14\u4e0e\u6bcf\u5c42\u5355\u72ec\u8bad\u7ec3\u6807\u51c6\u5355\u5c42\u8f6c\u7801\u5668\u7684\u9010\u5c42\u8f6c\u7801\u5668\u57fa\u7ebf\u76f8\u6bd4\uff0cCLT\u65b9\u6cd5\u8868\u73b0\u66f4\u4f73\u3002\u540c\u65f6Anthropic\u901a\u8fc7\u8c03\u6574\u795e\u7ecf\u5143\u6fc0\u6d3b\u9608\u503c\u53d1\u73b0\uff0c\u5b9e\u8bc1\u4e2d\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u8d8a\u9ad8\uff0c\u5176\u53ef\u89e3\u91ca\u6027\u8d8a\u5f3a\u3002Anthropic\u6700\u5927\u768418\u5c42CLT\u6a21\u578b\u5728\u5f00\u6e90\u6570\u636e\u96c6\u63d0\u4f9b\u7684\u591a\u6837\u5316\u9884\u8bad\u7ec3\u98ce\u683c\u63d0\u793a\u6837\u672c\u4e2d\uff0c\u572850\uff05\u7684\u60c5\u51b5\u4e0b\u80fd\u590d\u73b0\u57fa\u7840\u6a21\u578b\u7684next-token\u8865\u5168\u7ed3\u679c\u3002<\/p>\n

\u867d\u7136\u8fd0\u884c\u66ff\u6362\u6a21\u578b\u6709\u65f6\u53ef\u4ee5\u91cd\u73b0\u4e0e\u5e95\u5c42\u6a21\u578b\u76f8\u540c\u7684\u8f93\u51fa\uff0c\u4f46\u4ecd\u7136\u5b58\u5728\u5f88\u5927\u5dee\u8ddd\uff0c\u5e76\u4e14\u91cd\u6784\u8bef\u5dee\u53ef\u80fd\u4f1a\u8de8\u5c42\u53e0\u52a0\u3002\u7531\u4e8e\u6211\u4eec\u6700\u7ec8\u6709\u5174\u8da3\u4e86\u89e3\u5e95\u5c42\u6a21\u578b\uff0c\u56e0\u6b64\u6211\u4eec\u5e0c\u671b\u5c3d\u53ef\u80fd\u63a5\u8fd1\u5b83\u3002\u4e3a\u6b64\uff0c\u5728\u7814\u7a76\u56fa\u5b9a\u63d0\u793a\u65f6\uff0c\u6211\u4eec\u6784\u5efa\u4e86\u4e00\u4e2a\u5c40\u90e8\u66ff\u6362\u6a21\u578b\uff0c<\/p>\n

\u7528 CLT \u66ff\u4ee3 MLP \u5c42\uff08\u5982\u5728\u66ff\u6362\u6a21\u578b\u4e2d\uff09<\/p>\n

\u4f7f\u7528\u5e95\u5c42\u6a21\u578b\u524d\u5411\u4f20\u9012\u4e2d\u7684\u6ce8\u610f\u6a21\u5f0f\u548c\u89c4\u8303\u5316\u5206\u6bcd<\/p>\n

\u5728\u6bcf\u4e2a\uff08token \u4f4d\u7f6e\uff0c\u5c42\uff09\u5bf9\u7684 CLT \u8f93\u51fa\u4e2d\u6dfb\u52a0\u4e00\u4e2a\u8bef\u5dee\u8c03\u6574\uff0c\u8be5\u8bef\u5dee\u8c03\u6574\u7b49\u4e8e \u5e76\u4e14 CLT \u8f93\u51fa<\/p>\n

\u5728\u8fdb\u884c\u8bef\u5dee\u8c03\u6574\u3001\u6ce8\u610f\u529b\u548c\u89c4\u8303\u5316\u975e\u7ebf\u6027\u51bb\u7ed3\u4e4b\u540e\uff0c\u6211\u4eec\u6709\u6548\u5730\u91cd\u5199\u4e86\u63d0\u793a\u4e2d\u5e95\u5c42\u6a21\u578b\u7684\u8ba1\u7b97\u5c31\u4e0d\u540c\u7684\u57fa\u672c\u5355\u4f4d\u800c\u8a00\uff1b\u6240\u6709\u7ecf\u8fc7\u8bef\u5dee\u4fee\u6b63\u7684\u66ff\u4ee3\u6a21\u578b\u7684\u6fc0\u6d3b\u548c\u903b\u8f91\u8f93\u51fa\u90fd\u4e0e\u5e95\u5c42\u6a21\u578b\u7684\u6fc0\u6d3b\u548c\u903b\u8f91\u8f93\u51fa\u5b8c\u5168\u5339\u914d\u3002<\/p>\n

\u5c40\u90e8\u66ff\u6362\u6a21\u578b\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e38\u5927\u7684\u5168\u8fde\u63a5\u795e\u7ecf\u7f51\u7edc\uff0c\u8de8\u8d8a\u591a\u4e2a token\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u5176\u4e0a\u8fdb\u884c\u7ecf\u5178\u7684\u7535\u8def\u5206\u6790\uff1a<\/p>\n

\u5b83\u7684\u8f93\u5165\u662f\u63d0\u793a\u4e2d\u6bcf\u4e2a\u6807\u8bb0\u7684\u8fde\u63a5\u5728\u4e00\u8d77\u7684\u72ec\u70ed\u5411\u91cf\u96c6\u3002<\/p>\n

\u5b83\u7684\u795e\u7ecf\u5143\u662f\u6bcf\u4e2a\u6807\u8bb0\u4f4d\u7f6e\u4e0a\u6d3b\u8dc3\u7684 CLT \u7279\u5f81\u7684\u8054\u5408\u3002<\/p>\n

\u5176\u6743\u91cd\u662f\u4ece\u4e00\u4e2a\u7279\u5f81\u5230\u53e6\u4e00\u4e2a\u7279\u5f81\u7684\u6240\u6709\u7ebf\u6027\u8def\u5f84\u4e0a\u7684\u4ea4\u4e92\u603b\u548c\uff0c\u5305\u62ec\u901a\u8fc7\u6b8b\u5dee\u6d41\u548c\u6ce8\u610f\uff0c\u4f46\u4e0d\u901a\u8fc7 MLP \u6216 CLT \u5c42\u3002\u7531\u4e8e\u6ce8\u610f\u6a21\u5f0f\u548c\u89c4\u8303\u5316\u5206\u6bcd\u662f\u56fa\u5b9a\u7684\uff0c\u56e0\u6b64\u6e90\u7279\u5f81\u7684\u6fc0\u6d3b\u5bf9\u76ee\u6807\u7279\u5f81\u901a\u8fc7\u6bcf\u6761\u8def\u5f84\u7684\u9884\u6fc0\u6d3b\u7684\u5f71\u54cd\u5728\u6e90\u7279\u5f81\u7684\u6fc0\u6d3b\u4e2d\u662f\u7ebf\u6027\u7684\u3002\u6211\u4eec\u6709\u65f6\u5c06\u5b83\u4eec\u79f0\u4e3a\u201c\u865a\u62df\u6743\u91cd\u201d\uff0c\u56e0\u4e3a\u5b83\u4eec\u672a\u5728\u5e95\u5c42\u6a21\u578b\u4e2d\u5b9e\u4f8b\u5316\u3002<\/p>\n

\u6b64\u5916\uff0c\u5b83\u5177\u6709\u4e0e\u8bef\u5dee\u9879\u76f8\u5bf9\u5e94\u7684\u504f\u5dee\u7c7b\u8282\u70b9\uff0c\u6bcf\u4e2a\u504f\u5dee\u90fd\u4e0e\u6a21\u578b\u4e2d\u7684\u6bcf\u4e2a\u4e0b\u6e38\u795e\u7ecf\u5143\u76f8\u8fde\u3002<\/p>\n

\u5c40\u90e8\u66ff\u6362\u6a21\u578b\u4e2d\u552f\u4e00\u7684\u975e\u7ebf\u6027\u662f\u5e94\u7528\u4e8e\u7279\u5f81\u9884\u6fc0\u6d3b\u7684\u975e\u7ebf\u6027\u3002<\/p>\n

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\u4e8c\u3001\u6784\u5efa\u5f52\u56e0\u56fe<\/p>\n

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\u4ee5\u6a21\u578b\u4e3a\u4efb\u610f\u6807\u9898\u751f\u6210\u7f29\u5199\u7684\u4efb\u52a1\u4e3a\u4f8b\uff0c\u5728Anthropic\u5c55\u793a\u7684\u6848\u4f8b\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u5411\u6a21\u578b\u63d0\u4f9b\u63d0\u793a\u8bcd\u201cThe National Digital Analytics Group (N\u201d\uff0c\u5e76\u91c7\u6837\u5176\u5b8c\u6210\u7684\u8f93\u51fa\u201cDAG\u201d\u3002Anthropic\u901a\u8fc7\u6784\u5efa\u4e00\u4e2a\u5f52\u56e0\u56fe\u6765\u89e3\u91ca\u6a21\u578b\u5982\u4f55\u8f93\u51fa\u201cDAG\u201d\u6807\u8bb0\uff0c\u4e0b\u56fe\u662f\u5b8c\u6574\u5f52\u56e0\u56fe\u7684\u7b80\u5316\u7248\u3002\u56fe\u4e2d\u5e95\u90e8\u662f\u63d0\u793a\u8bcd\uff0c\u9876\u90e8\u662f\u6a21\u578b\u7684\u5b8c\u6210\u8f93\u51fa\u3002\u65b9\u6846\u4ee3\u8868\u4e00\u7ec4\u76f8\u4f3c\u7684\u7279\u5f81\uff0c\u7bad\u5934\u8868\u793a\u4e00\u7ec4\u7279\u5f81\u6216\u6807\u8bb0\u5bf9\u5176\u4ed6\u7279\u5f81\u548c\u8f93\u51fa\u5bf9\u6570\u51e0\u7387\u7684\u76f4\u63a5\u5f71\u54cd\u3002<\/p>\n<\/p>\n

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\u4e3a\u5b9e\u73b0”DAG”\u7684\u8f93\u51fa\uff0c\u6a21\u578b\u9700\u8981\u9996\u5148\u51b3\u5b9a\u8f93\u51fa\u4e00\u4e2a\u9996\u5b57\u6bcd\u7f29\u5199\uff0c\u5e76\u8003\u8651\u63d0\u793a\u4e2d\u5df2\u5305\u542b\u5b57\u6bcd”N”\u7684\u4e8b\u5b9e\u3002\u56fe\u4e2d\u53ef\u89c1\uff0c\u5c5e\u4e8e\u9996\u5b57\u6bcd\u7f29\u5199\u4e14\u4f4d\u4e8e\u9996\u5b57\u6bcd\u7f29\u5199\u8d77\u59cb\u5904\u7684N\u901a\u8fc7\u6b63\u5411\u8fb9\u5f71\u54cd\u903b\u8f91\u8f93\u51fa\uff0c\u800c”National”\u4e00\u8bcd\u5bf9\u903b\u8f91\u8f93\u51fa\u7684\u5f71\u54cd\u5fae\u5f31\u3002Anthropic\u63a8\u6d4b\u8fd9\u4e3b\u8981\u6e90\u4e8e\u5176\u901a\u8fc7\u5f71\u54cd\u6ce8\u610f\u529b\u6a21\u5f0f\u53d1\u6325\u4f5c\u7528\uff0c\u4f46\u5f53\u524d\u89e3\u91ca\u65b9\u6cd5\u5c1a\u672a\u6db5\u76d6\u8fd9\u4e00\u673a\u5236\u3002<\/p>\n

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\u5c06\u7279\u5f81\u5206\u7ec4\u5230\u8d85\u7ea7\u8282\u70b9<\/p>\n

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\u4e3a\u4e86\u5bf9\u5c42\u8303\u56f4\u8fdb\u884c\u5e72\u9884\uff0c\u6211\u4eec\u4f1a\u4fee\u6539\u7ed9\u5b9a\u8303\u56f4\u5185\u6bcf\u4e00\u5c42\u7684\u7279\u5f81\u89e3\u7801\uff0c\u5e76\u4ece\u8303\u56f4\u4e2d\u7684\u6700\u540e\u4e00\u5c42\u5f00\u59cb\u8fd0\u884c\u524d\u5411\u4f20\u9012\u3002\u7531\u4e8e\u6211\u4eec\u4e0d\u4f1a\u6839\u636e\u8303\u56f4\u65e9\u671f\u5e72\u9884\u7684\u7ed3\u679c\u91cd\u65b0\u8ba1\u7b97\u5c42\u7684 MLP \u8f93\u51fa\uff0c\u56e0\u6b64\u5bf9\u6a21\u578b\u7684 MLP \u8f93\u51fa\u7684\u552f\u4e00\u66f4\u6539\u5c31\u662f\u6211\u4eec\u7684\u5e72\u9884\u3002\u6211\u4eec\u5c06\u8fd9\u79cd\u65b9\u6cd5\u79f0\u4e3a\u201c\u7ea6\u675f\u4fee\u8865\u201d\uff0c\u56e0\u4e3a\u5b83\u4e0d\u5141\u8bb8\u5e72\u9884\u5728\u5176\u4fee\u8865\u8303\u56f4\u5185\u4ea7\u751f\u4e8c\u9636\u6548\u5e94\u3002<\/p>\n

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\u5f52\u56e0\u56fe\u662f\u4f7f\u7528\u5e95\u5c42\u6a21\u578b\u7684\u6ce8\u610f\u529b\u6a21\u5f0f\u6784\u5efa\u7684\uff0c\u56e0\u6b64\u56fe\u4e2d\u7684\u8fb9\u4e0d\u8003\u8651\u901a\u8fc7 QK \u7535\u8def\u4ecb\u5bfc\u7684\u5f71\u54cd\u3002\u540c\u6837\uff0c\u5728\u6211\u4eec\u7684\u6270\u52a8\u5b9e\u9a8c\u4e2d\uff0c\u6211\u4eec\u5c06\u6ce8\u610f\u529b\u6a21\u5f0f\u56fa\u5b9a\u5728\u672a\u53d7\u5e72\u6270\u7684\u524d\u5411\u4f20\u9012\u8fc7\u7a0b\u4e2d\u89c2\u5bdf\u5230\u7684\u503c\u3002\u8fd9\u79cd\u65b9\u6cd5\u9009\u62e9\u610f\u5473\u7740\u6211\u4eec\u7684\u7ed3\u679c\u4e0d\u8003\u8651\u6270\u52a8\u5982\u4f55\u6539\u53d8\u6ce8\u610f\u529b\u6a21\u5f0f\u672c\u8eab\u3002<\/p>\n

\u73b0\u5728\uff0c\u6211\u4eec\u5c55\u793a\u6291\u5236\u67d0\u4e9b\u8d85\u8282\u70b9\u5bf9\u5176\u4ed6\u8d85\u8282\u70b9\u7684\u805a\u5408\u6fc0\u6d3b\u548c\u5bf9\u903b\u8f91\u7684\u5f71\u54cd\u3002\u5bf9\u4e8e\u6bcf\u4e2a\u8865\u4e01\uff0c\u6211\u4eec\u5c06\u8282\u70b9\u6fc0\u6d3b\u4e2d\u7684\u6bcf\u4e2a\u7279\u5f81\u8bbe\u7f6e\u4e3a\u5176\u539f\u59cb\u503c\u7684\u76f8\u53cd\u503c\uff08\u6216\u8005\uff0c\u6211\u4eec\u4ee5 -1 \u7684\u56e0\u5b50\u8fdb\u884c\u4e58\u6cd5\u5f15\u5bfc\uff09\u3002 \u7136\u540e\uff0c\u6211\u4eec\u5c06\u6bcf\u4e2a\u8282\u70b9\u7684\u603b\u6fc0\u6d3b\u91cf\u7ed8\u5236\u4e3a\u5176\u539f\u59cb\u503c\u7684\u4e00\u90e8\u5206\u3002<\/p>\n

\u6211\u4eec\u770b\u5230\uff0c\u6bcf\u4e2a\u5355\u8bcd\u7684\u6291\u5236\u7279\u5f81\u90fd\u4f1a\u4f9d\u6b21\u6291\u5236\u76f8\u5173\u7684\u521d\u59cb\u7279\u5f81\u3002\u6b64\u5916\uff0c\u201csay DA_\u201d \u7684\u7279\u5f81\u8d85\u8282\u70b9\u53d7\u5230 \u201cDigital\u201d \u548c \u201cAnalytics\u201d \u8d85\u8282\u70b9 \u6291\u5236\u7684\u5f71\u54cd\u3002<\/p>\n

\u5b9a\u4f4d\u91cd\u8981\u5c42<\/p>\n

\u5f52\u56e0\u56fe\u8fd8\u5141\u8bb8\u6211\u4eec\u786e\u5b9a\u7279\u5f81\u89e3\u7801\u5728\u54ea\u4e9b\u5c42\u4e2d\u5bf9\u903b\u8f91\u7684\u4e0b\u6e38\u5f71\u54cd\u6700\u5927\u3002\u4f8b\u5982\uff0c\u201c\u5206\u6790\u201d\u8d85\u8282\u70b9\u7279\u5f81\u4e3b\u8981\u901a\u8fc7\u4f4d\u4e8e\u7b2c 13 \u5c42\u53ca\u4ee5\u540e\u7684\u4e2d\u95f4\u7279\u5f81\u7ec4\u201csay _A\u201d\u3001\u201csay DA_\u201d\u548c\u201csay DAG\u201d\u95f4\u63a5\u5730\u5bf9\u201cdag\u201d\u903b\u8f91\u505a\u51fa\u8d21\u732e \u3002<\/p>\n

\u56e0\u6b64\uff0c\u6211\u4eec\u9884\u8ba1\u5bf9\u201c\u5206\u6790\u201d\u7279\u5f81\u8fdb\u884c\u8d1f\u9762\u5f15\u5bfc\u4f1a\u5bf9dag logit\u4ea7\u751f\u5f71\u54cd\uff0c\u8be5\u5f71\u54cd\u5728\u7b2c 13 \u5c42\u4e4b\u524d\u8fbe\u5230\u7a33\u5b9a\u72b6\u6001\uff0c\u7136\u540e\u5728\u63a5\u8fd1\u6700\u540e\u4e00\u5c42\u65f6\u5e45\u5ea6\u51cf\u5c0f\u3002\u8fd9\u79cd\u51cf\u5c11\u662f\u7531\u6211\u4eec\u5e72\u9884\u7684\u9650\u5236\u6027\u8d28\u9020\u6210\u7684\u3002\u5982\u679c\u4fee\u8865\u8303\u56f4\u5305\u62ec\u6240\u6709\u201c\u8bf4\u4e00\u4e2a\u9996\u5b57\u6bcd\u7f29\u7565\u8bcd\u201d\u7279\u5f81\uff0c\u5b83\u5c06\u4e0d\u4f1a\u6539\u53d8\u5b83\u4eec\u7684\u6fc0\u6d3b\uff0c\u56e0\u4e3a\u53d7\u9650\u4fee\u8865\u4e0d\u5141\u8bb8\u8fde\u9501\u53cd\u5e94\u3002\u4e0b\u9762\uff0c\u6211\u4eec\u5c55\u793a\u4e86\u4f7f\u7528\u6bcf\u4e2a\u5206\u6790\u7279\u5f81\u8fdb\u884c\u5f15\u5bfc\u7684\u6548\u679c\uff0c\u5c06\u8d77\u59cb\u5c42\u8bbe\u7f6e\u4e3a 1 \u5e76\u626b\u63cf\u4fee\u8865\u7ed3\u675f\u5c42\u3002<\/p>\n<\/p>\n

\u52a0\u6cd5\u6848\u4f8b\u7814\u7a76<\/p>\n

\u6211\u4eec\u73b0\u5728\u8003\u8651\u7b80\u5355\u7684\u52a0\u6cd5\u63d0\u793a\u8ba1\u7b97\uff1a36+59= \uff1f\u4e0e\u524d\u9762\u7684\u90e8\u5206\u4e0d\u540c\uff0c\u6211\u4eec\u5c55\u793a\u4e86 Haiku 3.5 \u7684\u7ed3\u679c\uff0c\u56e0\u4e3a\u6a21\u5f0f\u66f4\u6e05\u6670\uff0c\u5e76\u4e14\u663e\u793a\u76f8\u540c\u7684\u7ed3\u6784\u3002\u6211\u4eec\u7814\u7a76\u5c0f\u6570\u52a0\u6cd5\uff0c\u56e0\u4e3a\u5b83\u662f\u5927\u591a\u6570 LLM \u548c\u4eba\u7c7b\u6210\u5e74\u4eba\u80fd\u591f\u719f\u7ec3\u8868\u73b0\u7684\u6700\u7b80\u5355\u7684\u884c\u4e3a\u4e4b\u4e00\u3002<\/p>\n

\u6211\u4eec\u7528\u4e00\u4e2a\u660e\u786e\u6db5\u76d6\u4e24\u4f4d\u6570\u52a0\u6cd5\u95ee\u9898\u96c6\u7684\u53ef\u89c6\u5316\u6765\u8865\u5145\u901a\u7528\u7279\u5f81\u53ef\u89c6\u5316\uff08\u5728\u4efb\u610f\u6570\u636e\u96c6\u793a\u4f8b\u4e0a\uff09\uff0c\u8fd9\u4f7f\u6211\u4eec\u80fd\u591f\u6e05\u6670\u5730\u4e86\u89e3\u6bcf\u4e2a\u7279\u5f81\u7684\u4f5c\u7528\u3002\u7ee7 Nikankin\u7b49\u4eba\u4e4b\u540e\u5206\u6790\u4e86\u795e\u7ecf\u5143\uff0c\u6211\u4eec\u7528\u4e09\u4e2a\u56fe\u6765\u53ef\u89c6\u5316=\u6807\u8bb0\u4e0a\u6d3b\u8dc3\u7684\u6bcf\u4e2a\u7279\u5f81\uff1a<\/p>\n

\u64cd\u4f5c\u6570\u56fe\uff0c\u5728 100 \u00d7 100 \u7684\u6f5c\u5728\u8f93\u5165\u7f51\u683c\u4e0a\u663e\u793a\u5176\u6d3b\u52a8\u3002<\/p>\n

\u8f93\u51fa\u6743\u91cd\u56fe\uff0c\u663e\u793a\u5176\u5728 [0, 99] \u8f93\u51fa\u4e0a\u7684\u76f4\u63a5\u6743\u91cd\u3002<\/p>\n

\u5d4c\u5165\u6743\u91cd\u56fe<\/p>\n

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\u4e09\u3001\u5168\u5c40\u6743\u91cd<\/p>\n

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TWERA \u5e76\u975e\u89e3\u51b3\u5e72\u6270\u95ee\u9898\u7684\u5b8c\u7f8e\u65b9\u6848\u3002\u5c06 TWERA \u503c\u4e0e\u539f\u59cb\u865a\u62df\u6743\u91cd\u8fdb\u884c\u6bd4\u8f83\uff0c\u53ef\u4ee5\u53d1\u73b0\u8bb8\u591a\u6781\u5c0f\u7684\u865a\u62df\u6743\u91cd\u5177\u6709\u5f88\u5f3a\u7684 TWERA \u503c\u3002 \u8fd9\u8868\u660e TWERA \u4e25\u91cd\u4f9d\u8d56\u4e8e\u5171\u6fc0\u6d3b\u7edf\u8ba1\u6570\u636e\uff0c\u5e76\u4e14\u9664\u4e86\u7b80\u5355\u5730\u79fb\u9664\u8f83\u5927\u7684\u5e72\u6270\u6743\u91cd\u4e4b\u5916\uff0c\u8fd8\u4f1a\u5f3a\u70c8\u6539\u53d8\u54ea\u4e9b\u8fde\u63a5\u662f\u91cd\u8981\u7684\u3002TWERA \u4e5f\u4e0d\u80fd\u5f88\u597d\u5730\u5904\u7406\u6291\u5236\uff08\u5c31\u50cf\u5f52\u56e0\u4e00\u6837\uff09\u3002\u6211\u4eec\u5c06\u5728\u672a\u6765\u7684\u5de5\u4f5c\u4e2d\u8fdb\u4e00\u6b65\u63a2\u8ba8\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n

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