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1\u3001\u5927\u8bed\u8a00\u6a21\u578b\u5728\u89e3\u51b3\u79d1\u5b66\u95ee\u9898\u4e0a\u8fd8\u5b58\u5728\u5f88\u5927\u7684\u5c40\u9650\uff0c\u5728\u8986\u76d6100\u591a\u4e2a\u5b66\u79d1\u7684\u9ad8\u96be\u5ea6HLE\u6d4b\u8bd5\u4e2d\uff0c\u8868\u73b0\u6700\u4f18\u7684\u6a21\u578b\u76ee\u524d\u4e5f\u53ea\u8fbe\u5230\u4e8625.4%\u7684\u51c6\u786e\u7387\u3002<\/p>\n

2\u3001\u8981\u60f3\u89e3\u51b3\u79d1\u5b66\u95ee\u9898\uff0c\u5927\u79d1\u5b66\u57fa\u7840\u6a21\u578b\u7684\u9700\u8981\u8d85\u8d8a\u8bed\u8a00\u7a7a\u95f4\uff0c\u505a\u5230\u771f\u6b63\u7406\u89e3\u5316\u5b66\u3001\u5929\u6587\u5b66\u3001\u5730\u7403\u79d1\u5b66\u3001\u751f\u547d\u79d1\u5b66\u3001\u6750\u6599\u79d1\u5b66\u7b49\u5404\u7c7b\u79d1\u5b66\u77e5\u8bc6\u3002<\/p>\n

3\u3001\u79d1\u5b66\u57fa\u7840\u6a21\u578b\u4e0e\u5f53\u524d\u7684\u5927\u8bed\u8a00\u6a21\u578b\u4e4b\u95f4\u7684\u4e3b\u8981\u5dee\u522b\u662f\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u4ee5\u6587\u672c\u6570\u636e\u4f5c\u4e3aToken\u5316\u7684\u57fa\u7840\uff0c\u800c\u79d1\u5b66\u57fa\u7840\u6a21\u578b\u6240\u5bf9\u5e94\u8868\u8fbe\u7684Token\u662f\u8de8\u5b66\u79d1\u3001\u591a\u7c7b\u578b\u7684\u79d1\u5b66\u6570\u636e\u3002<\/p>\n

4\u3001\u8981\u60f3\u628a\u79d1\u5b66\u6570\u636eToken\u5316\u5f97\u5148\u89e3\u51b3OneTokenizer\u7684\u95ee\u9898\uff0c\u5c31\u662f\u628a\u5149\u8c31\u3001\u5316\u5b66\u7ed3\u6784\u3001DNA\u6570\u636e\u7b49\u7ed3\u6784\u5316\u4e4b\u540e\u7edf\u4e00\u5230\u4e00\u4e2a\u9ad8\u7ef4\u7a7a\u95f4\u4e2d\u3002<\/p>\n

5\u3001\u5c06\u79d1\u5b66\u6570\u636eToken\u5316\u5bf9\u9f50\u540e\u53ef\u4ee5\u5efa\u7acb\u8d77\u4e0d\u540c\u7c7b\u578b\u6570\u636e\u4e4b\u95f4\u7684\u5173\u8054\uff0c\u5c31\u53ef\u4ee5\u5728\u89e3\u51b3\u4e0d\u540c\u5b66\u79d1\u3001\u4e0d\u540c\u4e13\u4e1a\u7684\u79d1\u5b66\u95ee\u9898\u65f6\u505a\u51fa\u5168\u94fe\u8def\u89e3\u6790\u3002<\/p>\n

6\u3001\u4e3a\u6253\u7834\u5927\u8bed\u8a00\u6a21\u578b\u89e3\u51b3\u79d1\u5b66\u95ee\u9898\u7684\u5c40\u9650\u6027\uff0c\u4e4b\u6c5f\u5b9e\u9a8c\u5ba4\u63a8\u51fa\u4e86021\u79d1\u5b66\u57fa\u7840\u6a21\u578b\uff0c\u5728\u5bf9\u79d1\u5b66\u4e16\u754c\u5f62\u6210\u5ba2\u89c2\u8ba4\u77e5\u7684\u57fa\u7840\u4e0a\uff0c\u5177\u5907\u8fc5\u901f\u3001\u7cbe\u51c6\u3001\u9ad8\u6cdb\u5316\u6027\u7684\u79d1\u5b66\u77e5\u8bc6\u95ee\u7b54\u80fd\u529b\u3002<\/p>\n

\u7cbe\u5f69\u6f14\u8bb2\u56de\u987e<\/p>\n

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01<\/p>\n

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AI+\u79d1\u5b66\u662f\u975e\u5e38\u5177\u6709\u6311\u6218\u6027\uff0c\u4f46\u4e5f\u540c\u65f6\u4e5f\u975e\u5e38exciting\u7684\u9886\u57df\u3002\u4e0a\u4e2a\u6708\u7f8e\u56fd\u53d1\u5e03\u4e86\u201c\u521b\u4e16\u7eaa\u8ba1\u5212\u201d\uff0c\u7c7b\u6bd4\u4e8e\u66fc\u54c8\u987f\u8ba1\u5212\u3002\u66fc\u54c8\u987f\u8ba1\u5212\u5927\u5bb6\u90fd\u77e5\u9053\uff0c\u7f8e\u56fd\u96c6\u5408\u4e86\u975e\u5e38\u591a\u7684\u5de5\u7a0b\u5e08\u4e0e\u79d1\u6280\u4eba\u5458\uff0c\u4e00\u8d77\u653b\u575a\u4e86\u4e00\u4e2a\u5386\u53f2\u4e0a\u6700\u91cd\u8981\uff0c\u5e76\u4e14\u662f\u89c4\u6a21\u6700\u5927\u7684\u79d1\u6280\u5de5\u7a0b\u9879\u76ee\u3002<\/p>\n

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

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

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2024\u5e74\uff0c\u5f53\u4eca\u6570\u5b66\u754c\u6700\u5e74\u8f7b\u7684\u6559\u6388\u9676\u54f2\u8f69\u63d0\u51fa\uff0c\u52302026\u5e74\uff0c\u4eba\u5de5\u667a\u80fd\u4f1a\u6210\u4e3a\u6570\u5b66\u7814\u7a76\u4e2d\u503c\u5f97\u4fe1\u8d56\u7684\u65b0\u5408\u4f5c\u8005\u3002\u4ed6\u4e2a\u4eba\u975e\u5e38\u79ef\u6781\u5730\u5e94\u7528AI\u6765\u505a\u79d1\u5b66\u7814\u7a76\uff0c\u6700\u8fd1\u4ed6\u4e5f\u9891\u7e41\u4f7f\u7528\u5927\u8bed\u8a00\u6a21\u578b\u89e3\u51b3\u6570\u5b66\u96be\u9898\uff0c\u4f8b\u5982\u6700\u8fd1\u4ed6\u4f7f\u7528GPT-5Pro\u6210\u529f\u63a2\u7d22\u4e86\u5fae\u5206\u51e0\u4f55\u96be\u9898\u201c\u6709\u754c\u66f2\u7387\u7403\u4f53\u95ee\u9898\u201d\u7684\u672c\u8d28\u3002<\/p>\n

\u8fd9\u4ef6\u4e8b\u6700\u6709\u8da3\u7684\u662f\u4ed6\u5e76\u4e0d\u64c5\u957f\u8fd9\u4e2a\u9886\u57df\uff0c\u4e5f\u5c31\u662f\u8bf4\uff1a\u4eca\u5929\uff0c\u6211\u4eec\u80fd\u591f\u501f\u52a9\u4eba\u5de5\u667a\u80fd\uff0c\u89e3\u51b3\u66f4\u591a\u79d1\u5b66\u9886\u57df\u95ee\u9898\uff0c\u79d1\u5b66\u7684\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u5df2\u7ecf\u6765\u4e34\u4e86\u3002<\/p>\n

OpenAI\u6700\u8fd1\u4e5f\u6709\u4e00\u4e2a\u8ba1\u5212\uff1a\u8981\u628a\u4eba\u5de5\u667a\u80fd\u7528\u5230\u79d1\u5b66\u5f53\u4e2d\uff0c\u65e9\u524d9\u67083\u65e5\uff0cOpenAI\u5ba3\u5e03\u542f\u52a8\u4e00\u9879\u65b0\u5021\u8bae\u2014\u2014OpenAI for Science\uff0c\u60f3\u8981\u6253\u9020\u4e00\u4e2a\u7531\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u3001\u52a0\u901f\u79d1\u5b66\u53d1\u73b0\u7684\u5e73\u53f0\uff0c\u5e76\u5b9e\u73b0\u4e86\u5982\u91cf\u5b50\u573a\u8bba\u7684\u63a8\u5bfc\u8fc7\u7a0b\u548c\u5e72\u7ec6\u80de\u76f8\u5173\u7684\u86cb\u767d\u8d28\u4f18\u5316\u7b49\u76f8\u5173\u95ee\u9898\u7684\u7814\u7a76\u3002<\/p>\n

\u6700\u8fd1\uff0cOpenAI\u53c8\u62db\u4e86\u4e00\u540d\u4e3b\u8981\u505a\u9ed1\u6d1e\u7814\u7a76\u7684\u5929\u6587\u5b66\u5bb6\u4e9a\u5386\u514b\u65af\u00b7\u5362\u65af\u5e15\u5361\uff0c\u6765\u5e2e\u52a9\u627e\u5bfb\u5b87\u5b99\u94f6\u6cb3\u7cfb\u4e2d\u9ed1\u6d1e\u7684\u6240\u5728\u4f4d\u7f6e\u3002\u8fd9\u4e2a\u7814\u7a76\u4eba\u5458\u4e4b\u524d\u4e5f\u662f\u505a\u8fd9\u65b9\u9762\u7406\u8bba\u7814\u7a76\u7684\uff0c\u4e4b\u524d\u4ed6\u82b1\u8d39\u6570\u65e5\u624d\u8ba1\u7b97\u51fa\u6765\u7684\u201c\u9ed1\u6d1e\u6270\u52a8\u7406\u8bba\u4e2d\u65b0\u5bf9\u79f0\u6027\u201d\u7684\u7cbe\u786e\u5f62\u5f0f\uff0cGPT-5 Pro\u4ec5\u82b130\u5206\u949f\u5c31\u89e3\u51b3\u4e86\u3002<\/p>\n

02<\/p>\n

\u79d1\u5b66\u57fa\u7840\u6a21\u578b\u5982\u4f55\u8865\u9f50\u00a0LLM\u00a0\u7684\u79d1\u7814\u77ed\u677f\uff1f<\/strong><\/span><\/p>\n

\u867d\u7136\u5927\u8bed\u8a00\u6a21\u578b\u89e3\u51b3\u4e86\u5f88\u591a\u79d1\u5b66\u95ee\u9898\u548c\u63a8\u7406\uff0c\u4f46\u5927\u8bed\u8a00\u6a21\u578b\u8981\u60f3\u771f\u6b63\u670d\u52a1\u4e8e\u79d1\u5b66\u8fd8\u9762\u4e34\u7740\u975e\u5e38\u591a\u7684\u6311\u6218\u3002<\/p>\n

\u8bed\u8a00\u662f\u4eba\u7c7b\u4ea4\u6d41\u8fc7\u7a0b\u4e2d\u8868\u8fbe\u601d\u60f3\u7684\u4e00\u79cd\u7b26\u53f7\uff0c\u5b83\u662f\u4eba\u7c7b\u8ba4\u77e5\u7684\u7687\u51a0\u4e0a\u7684\u660e\u73e0\uff0c\u6b63\u5982Ludwig Wittgenstein\u6240\u8bf4\uff1a\u201c\u8bed\u8a00\u7684\u8fb9\u754c\uff0c\u5c31\u662f\u4e16\u754c\u7684\u8fb9\u754c\u3002\u201d<\/p>\n

\u4eca\u5929\u5927\u5bb6\u90fd\u7eb7\u7eb7\u60f3\u7528\u80fd\u591f\u4ee3\u8868\u6211\u4eec\u8ba4\u77e5\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u6765\u89e3\u51b3\u79d1\u5b66\u95ee\u9898\u3002\u7136\u800c\u6839\u636eHLE\u53d1\u5e03\u7684\u6700\u65b0\u7814\u7a76\u7ed3\u679c\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u5728\u79d1\u5b66\u77e5\u8bc6\u4e0e\u63a8\u7406\u65b9\u9762\u6682\u65f6\u6ca1\u6709\u8fbe\u5230\u4eba\u7c7b\u8ba4\u77e5\u7684\u6781\u9650\uff0c\u5728\u8986\u76d6100\u591a\u4e2a\u5b66\u79d1\u7684\u9ad8\u96be\u5ea6HLE\u6d4b\u8bd5\u4e2d\uff0c\u8868\u73b0\u6700\u4f18\u7684\u6a21\u578b\u76ee\u524d\u4e5f\u53ea\u8fbe\u5230\u4e8625.4%\u7684\u51c6\u786e\u7387\u3002<\/p>\n

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

\u6240\u4ee5\u76ee\u524d\u8981\u7528\u5927\u8bed\u8a00\u6a21\u578b\u6765\u670d\u52a1\u79d1\u5b66\uff0c\u5176\u4e2d\u4ecd\u7136\u5b58\u5728\u5f88\u5927\u7684\u6311\u6218\u3002\u8981\u60f3\u771f\u6b63\u670d\u52a1\u4e8e\u79d1\u5b66\uff0c\u9700\u8981\u6a21\u578b\u80fd\u591f\u8de8\u8d8a\u8bed\u8a00\u7684\u8fb9\u754c\uff0c\u505a\u5230\u771f\u6b63\u7406\u89e3\u6240\u8c13\u7684\u5206\u5b50\u3001\u57fa\u56e0\u3001\u5730\u9707\u3001\u5149\u8c31\u7b49\u5404\u79cd\u5404\u6837\u9ad8\u7ef4\u7684\u79d1\u5b66\u6570\u636e\u3002<\/p>\n

\u4f17\u6240\u5468\u77e5\uff0c\u4e00\u5f20\u56fe\u7247\u80dc\u8fc7\u5343\u8a00\u4e07\u8bed\uff0c\u56fe\u7247\u662f\u53e6\u5916\u4e00\u79cd\u8ba9\u6211\u4eec\u80fd\u591f\u8868\u8fbe\u601d\u60f3\u7684\u91cd\u8981\u6e20\u9053\uff0c\u4f46\u540e\u6765\u6211\u4eec\u53d1\u73b0\uff0c\u5728\u79d1\u5b66\u6570\u636e\u4e2d\u8fd8\u6709\u4e00\u79cd\u66f4\u590d\u6742\u7684\u4e1c\u897f\uff0c\u53eb\u505a\u5149\u8c31\u3002\u521a\u521a\u6211\u4eec\u8bf4\u4e00\u5f20\u56fe\u7247\u80dc\u8fc7\u5343\u8a00\u4e07\u8bed\uff0c\u800c\u4e00\u5f20\u5149\u8c31\u80dc\u8fc7\u5343\u4e07\u5f20\u56fe\u7247\u3002<\/p>\n

\u65e0\u8bba\u662f\u9065\u611f\u56fe\u7247\uff0c\u8fd8\u662f\u5728\u5316\u5b66\u5b9e\u9a8c\u5ba4\u4e2d\u505a\u5b9e\u9a8c\u5206\u6790\uff0c\u6211\u4eec\u90fd\u4f1a\u7528\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u4eea\u5668\uff0c\u5c31\u662f\u5149\u8c31\u62cd\u6444\u4eea\uff0c\u800c\u62cd\u51fa\u6765\u7684\u4e1c\u897f\u5c31\u662f\u5149\u8c31\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u4e0d\u4ec5\u80fd\u544a\u8bc9\u6211\u4eec\u5b83\u662f\u4ec0\u4e48\uff0c\u8fd8\u53ef\u4ee5\u544a\u8bc9\u6211\u4eec\u5b83\u8868\u8fbe\u4e86\u4ec0\u4e48\u6837\u7684\u6ce2\u6bb5\u503c\uff0c\u662f\u7531\u4ec0\u4e48\u5143\u7d20\u6784\u6210\u7684\u3002<\/p>\n

\u8fd8\u6709\u4e00\u7c7b\u751f\u547d\u79d1\u5b66\u6570\u636e\u5c31\u662f\u57fa\u56e0\u3002\u57fa\u56e0\u4fe1\u606f\u91cf\u975e\u5e38\u5927\uff0c\u6bcf\u4e2a\u4eba\u643a\u5e26\u7684\u57fa\u56e0\u5e8f\u5217\u5927\u6982\u662f30\u4ebf\u4e2a\u3002\u6709\u4eba\u505a\u4e86\u4e00\u4e2a\u5206\u6790\uff0c\u4e00\u4e2a\u5496\u5561\u676f\u5bb9\u91cf\u7684DNA\u53ef\u4ee5\u5b58\u50a8\u4e16\u754c\u4e0a\u6240\u6709\u7684\u6570\u636e\u3002\u4eba\u7c7b\u6240\u643a\u5e26\u7684\u8fd9\u4e48\u957f\u7684\u57fa\u56e0\u5e8f\u5217\uff0c\u5b83\u80fd\u8868\u8fbe\u7684\u4fe1\u606f\u91cf\u4e5f\u662f\u975e\u5e38\u9ad8\u7ef4\u7684\u3002<\/p>\n

\u63a5\u4e0b\u6765\u5c31\u662f\u5730\u7403\u79d1\u5b66\u7814\u7a76\u7684\u4e00\u4e2a\u5178\u578b\u6570\u636e\u53eb\u5730\u9707\u6ce2\u3002\u5730\u9707\u6ce2\u5176\u5b9e\u5c31\u662f\u5730\u7403\u7684\u8bed\u8a00\uff0c\u5728\u544a\u8bc9\u6211\u4eec\u54ea\u4e2a\u5730\u65b9\u4f1a\u53d1\u751f\u5730\u9707\uff0c\u6216\u8005\u6709\u53ef\u80fd\u4f1a\u53d1\u751f\u5730\u9707\u3002\u5f53\u7136\uff0c\u6211\u4eec\u901a\u8fc7\u5730\u9707\u6ce2\u4e0d\u4ec5\u4ec5\u53ea\u662f\u9884\u6d4b\u5730\u9707\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u77e5\u9053\u5730\u4e0b\u7684\u7ed3\u6784\u3002<\/p>\n

\u8981\u60f3\u627e\u6cb9\u63a2\u77ff\uff0c\u5c31\u5fc5\u987b\u6e05\u695a\u5730\u4e86\u89e3\u5730\u4e0b\u7684\u7a7a\u95f4\u7ed3\u6784\uff0c\u800c\u5730\u9707\u6ce2\u5206\u6790\u5c31\u662f\u975e\u5e38\u597d\u7684\u624b\u6bb5\uff0c\u7c7b\u4f3c\u4e8e\u6211\u4eec\u770b\u5149\u8c31\u4e00\u6837\uff0c\u5730\u9707\u6ce2\u4e5f\u662f\u975e\u5e38\u590d\u6742\u7684\u6570\u636e\u8868\u8fbe\u3002<\/p>\n

\u6839\u636e\u9999\u519c\u7684\u4fe1\u606f\u8bba\u548c\u7ecf\u5178\u8bed\u8a00\u5b66\u6a21\u578b\u6765\u770b\uff0c\u81ea\u7136\u8bed\u8a00\u5b9e\u9645\u662f\u4e00\u79cd\u4f4e\u7ef4\u7684\u79bb\u6563\u7b26\u53f7\u7cfb\u7edf\u3002\u800c\u79d1\u5b66\u6570\u636e\u5305\u542b\u65f6\u95f4\u3001\u7a7a\u95f4\u548c\u80fd\u91cf\u7b49\u66f4\u9ad8\u7ef4\u7684\u7279\u6027\uff0c\u5b83\u9700\u8981\u8868\u8fbe\u7684\u7ef4\u5ea6\u7a7a\u95f4\uff0c\u8981\u8fdc\u8fdc\u5927\u4e8e\u8bed\u8a00\u6240\u80fd\u63cf\u8ff0\u7684\u7a7a\u95f4\u3002<\/p>\n

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

\u4ece\u4e0a\u9762\u8fd9\u5f20\u56fe\u53ef\u4ee5\u770b\u5230\uff0c\u8bed\u8a00\u8868\u8fbe\u53ea\u662f\u975e\u5e38\u5c0f\u7684\u4e00\u90e8\u5206\u3002\u518d\u770b\u53f3\u8fb9\uff0c\u8fd9\u662f\u6211\u4eec\u4eba\u7c7b\u75be\u75c5\u5173\u8054\u5230\u7684\u6240\u6709\u5b66\u79d1\u7684\u77e5\u8bc6\u7ef4\u5ea6\uff0c\u5927\u6982\u662f\u4e8c\u5341\u51e0\u7ef4\u3002\u5982\u679c\u53ea\u662f\u7eaf\u7cb9\u7528\u8bed\u8a00\u6765\u8868\u8fbe\u6211\u4eec\u6240\u770b\u5230\u7684\u4e16\u754c\uff0c\u7a7a\u95f4\u4f1a\u975e\u5e38\u5c0f\uff0c\u6216\u8005\u8bf4\u6ca1\u529e\u6cd5\u5b8c\u5168\u8868\u8fbe\u6211\u4eec\u6240\u7406\u89e3\u7684\u4e16\u754c\u3002<\/p>\n

\u6211\u4eec\u5e0c\u671b\uff0c\u79d1\u5b66\u7684\u57fa\u7840\u6a21\u578b\u80fd\u591f\u89e3\u51b3\u8fd9\u4e2a\u96be\u9898\u3002<\/p>\n

\u79d1\u5b66\u57fa\u7840\u6a21\u578b\u548c\u5982\u4eca\u7684\u5927\u8bed\u8a00\u6a21\u578b\u4e4b\u95f4\u5b58\u5728\u672c\u8d28\u7684\u5dee\u522b\u3002<\/p>\n

\u9996\u5148\u662f\u6570\u636e\u7ef4\u5ea6\uff0c\u5f53\u524d\u7684\u5927\u8bed\u8a00\u6a21\u578b\u8fd8\u662f\u4ee5\u6587\u672c\u6570\u636e\u4f5c\u4e3aToken\u5316\u7684\u57fa\u7840\u3002\u4f46\u79d1\u5b66\u57fa\u7840\u6a21\u578b\u6240\u5bf9\u5e94\u8868\u8fbe\u7684\u79d1\u5b66\u6570\u636eToken\u5316\uff0c\u662f\u79d1\u5b66\u7a7a\u95f4\u52a0\u4e0a\u8bed\u8a00\u7a7a\u95f4\u3002\u56e0\u6b64\u8981\u8868\u8fbe\u7684\u7ef4\u5ea6\u8981\u8fdc\u8d85\u8bed\u8a00\u3002<\/p>\n

\u8fd9\u91cc\u6240\u6307\u7684\u7a7a\u95f4\u4e0d\u4ec5\u5305\u62ec\u6211\u4eec\u521a\u521a\u8bb2\u7684\u4e00\u7cfb\u5217\u7a7a\u95f4\uff0c\u5b83\u662f\u8de8\u5b66\u79d1\u3001\u591a\u79cd\u7c7b\u7c7b\u578b\u7684\u3002\u8fd9\u5176\u5b9e\u662f\u4e00\u4ef6\u975e\u5e38\u6709\u6311\u6218\u6027\u7684\u4e8b\u3002\u800c\u8fd9\u4e00\u5207\u7684\u524d\u63d0\uff0c\u5c31\u662f\u5982\u4f55\u6709\u6548\u7684\u5bf9\u79d1\u5b66\u6570\u636e\u8fdb\u884cToken\u5316\uff0c\u5373\u89e3\u51b3Tokenizer\u7684\u95ee\u9898\u3002<\/p>\n

\u6240\u8c13\u7684OneTokenizer\uff0c\u5c31\u662f\u628a\u6211\u4eec\u89c1\u5230\u7684\u6240\u6709\u4e1c\u897f\u5c3d\u91cf\u90fd\u7edf\u4e00\u5230\u4e00\u4e2a\u79d1\u5b66\u6570\u636e\u5f53\u4e2d\u3002\u5305\u62ec\u6211\u4eec\u521a\u521a\u8bf4\u5230\u7684\u6240\u8c13\u7684\u5149\u8c31\u3001\u5316\u5b66\u7ed3\u6784\u3001\u86cb\u767d\u8d28\u7ed3\u6784\u3001DNA\u3001\u5730\u9707\u6ce2\u6570\u636e\u7b49\u7b49\uff0c\u6211\u4eec\u90fd\u5e0c\u671b\u628a\u5b83\u7ed3\u6784\u5316\u5230\u4e00\u4e2a\u7a7a\u95f4\u91cc\u9762\u3002<\/p>\n

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

\u5f53\u7136\uff0c\u8fd9\u4e9b\u6570\u636e\u672c\u8eab\u6709\u5b83\u6240\u8868\u8fbe\u7684\u6570\u636e\uff0c\u6bd4\u5982\u5206\u5b50\u5f0f\u3002\u6211\u4eec\u5e0c\u671b\u54ea\u6015\u662f\u7528\u6587\u672c\u63cf\u8ff0\uff0c\u4e5f\u53ef\u4ee5\u5c06\u5b83\u4eec\u533a\u9694\u6765\u8868\u793a\u3002\u6bd4\u5982\u540c\u6837\u4e00\u4e2aC\uff0c\u5728\u5206\u5b50\u5f0f\u3001\u86cb\u767d\u8d28\u3001DNA\uff0c\u4ee5\u53ca\u6b63\u5e38\u7684\u82f1\u6587\u5355\u8bcd\u5f53\u4e2d\uff0c\u5b83\u6240\u8868\u8fbe\u7684\u610f\u601d\u662f\u6709\u533a\u522b\u7684\u3002<\/p>\n

\u8fd9\u662f\u4e00\u4ef6\u5f88\u590d\u6742\u7684\u5de5\u4f5c\uff0c\u8fd9\u4e2a\u4e8b\u60c5\u8981\u771f\u6b63\u505a\u597d\uff0c\u4e0d\u4ec5\u9700\u8981AI\u79d1\u5b66\u5bb6\u56e2\u961f\uff0c\u8fd8\u9700\u8981\u5f88\u591a\u79d1\u5b66\u5bb6\u8ddf\u6211\u4eec\u4e00\u8d77\u5408\u4f5c\u5b8c\u6210\u3002<\/p>\n

\u8fd9\u5c31\u662f\u6211\u4eec\u6b63\u5728\u505a\u7684\u5de5\u4f5c\uff0c\u6211\u4eec\u6b63\u5728\u628a\u57fa\u56e0\u7ec4\u5b66\u3001\u7ec6\u80de\u7ec4\u5b66\u3001\u5149\u8c31\u3001\u6676\u4f53\u6750\u6599\u3001\u65f6\u5e8f\u6570\u636e\u3001\u7a7a\u95f4\u7ed3\u6784\u6570\u636e\u7b49\u5168\u90e8Token\u5316\uff0c\u5c06\u5b83\u4eec\u653e\u5230\u4e00\u4e2a\u7a7a\u95f4\u5f53\u4e2d\u3002<\/p>\n

\u5176\u6b21\u662f\uff0cToken\u5316\u4e4b\u540e\uff0c\u5f88\u591a\u4e8b\u60c5\u5c31\u5bf9\u9f50\u4e86\uff0c\u8fd9\u4e5f\u662f\u6570\u636e\u6cbb\u7406\u975e\u5e38\u91cd\u8981\u7684\u4e8b\u3002\u521a\u521a\u90d1\u5b87\u8001\u5e08\u8bb2\u4e86\u5f88\u591a\u57ce\u5e02\u6570\u636e\u8981\u5bf9\u9f50\uff0c\u5176\u5b9e\u79d1\u5b66\u6570\u636e\u4e5f\u9700\u8981\u5bf9\u9f50\u3002\u79d1\u5b66\u6570\u636e\u5bf9\u9f50\u4ee5\u540e\u5c31\u6709\u771f\u6b63\u7684\u79d1\u5b66\u53d1\u73b0\u4e86\u3002<\/p>\n

\u6211\u4e3e\u56db\u4ef6\u6848\u4f8b\u6765\u89e3\u91ca\u4e00\u4e0b\u5bf9\u9f50\u7684\u4ef7\u503c\uff1a<\/p>\n

1\u3001\u52a8\u7269\u8fc1\u79fb&\u73af\u5883\u53d8\u5316\u3002\u5927\u5bb6\u90fd\u77e5\u9053\u5927\u96c1\u5357\u98de\uff0c\u90a3\u4e48\u4e3a\u4ec0\u4e48\u8981\u5f80\u5357\u98de\u5462\uff1f\u662f\u968f\u7740\u6e29\u5ea6\u53d8\u5316\u5728\u672c\u80fd\u7684\u98de\u884c\u5417\uff1f\u901a\u8fc7\u5730\u7403\u7684\u6e29\u5ea6\u6570\u636e\u4ee5\u53ca\u9e1f\u7684\u8fc1\u79fb\u4f1a\u53d1\u73b0\uff0c\u9e1f\u7684\u8fc1\u79fb\u662f\u6839\u636e\u6e29\u5ea6\u7684\u53d8\u5316\u5728\u9009\u62e9\u8def\u5f84\u7684\uff0c\u5176\u5b9e\u662f\u901a\u8fc7\u611f\u5b98\u89d2\u5ea6\u6765\u505a\u8fd9\u4e2a\u4e8b\u3002<\/p>\n

2\u3001\u4f4f\u623f\u5bc6\u5ea6&\u6e29\u5ea6\u3002\u8fd9\u4e5f\u662f\u8ddf\u57ce\u5e02\u76f8\u5173\u7684\u6570\u5b57\uff0c\u8fd9\u4e2a\u6570\u636e\u5982\u679c\u80fd\u5f88\u597d\u5730\u5bf9\u9f50\uff0c\u975e\u5e38\u6709\u52a9\u4e8e\u6211\u4eec\u505a\u79d1\u5b66\u89c4\u5f8b\u7684\u53d1\u73b0\u3002<\/p>\n

3\u3001GDP\u53d8\u5316&\u591c\u5149\u5206\u5e03\u3002\u6211\u4eec\u5728\u592a\u7a7a\u62cd\u6444\u7684\u591c\u5149\u56fe\u7247\u4ee5\u53ca\u57ce\u5e02GDP\u7684\u53d8\u5316\uff0c\u76f8\u4e92\u4e4b\u95f4\u4e5f\u662f\u6709\u5173\u7cfb\u7684\u3002<\/p>\n

4\u3001\u536b\u661f\u4e0a&\u671b\u8fdc\u955c\u4e0a\u62cd\u6444\u592a\u7a7a\u3002\u8fd9\u4e24\u79cd\u89c2\u6d4b\u65b9\u4e00\u79cd\u62cd\u6444\u7684\u56fe\u50cf\u8d28\u91cf\u9ad8\uff0c\u4e00\u4e2a\u62cd\u6444\u7684\u56fe\u50cf\u8d28\u91cf\u4f4e\u3002\u540c\u65f6\u5bf9\u4e00\u9897\u6052\u661f\u8fdb\u884c\u62cd\u6444\u7684\u65f6\u5019\uff0c\u5176\u5b9e\u672c\u8eab\u5df2\u7ecf\u505a\u5230\u4e86\u5bf9\u9f50\uff0c\u4f46\u6570\u636e\u8d28\u91cf\u4e0d\u4e00\u6837\uff0c\u628a\u4e24\u4e2a\u6570\u636e\u4e00\u8d77\u62ff\u6765\uff0c\u53ef\u4ee5\u8fdb\u884c\u65b0\u7684\u6570\u636e\u53d1\u73b0\u3002<\/p>\n

\u628a\u6570\u636eToken\u5316\uff0c\u5efa\u7acb\u6570\u636e\u4e0e\u6570\u636e\u4e4b\u95f4\u7684\u5173\u8054\uff0c\u4ece\u800c\u4fdd\u8bc1\u4e0d\u540c\u5b66\u79d1\u6216\u540c\u4e00\u5b66\u79d1\u3001\u4e0d\u540c\u4e13\u4e1a\u4e4b\u95f4\u7684\u5bf9\u9f50\uff0c\u5c31\u50cf\u5c06DNA\u3001\u86cb\u767d\u8d28\u3001\u75be\u75c5\u8868\u5f81\u7684\u5bf9\u9f50\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u5168\u94fe\u8def\u7684\u79d1\u5b66\u89e3\u6790\u3002<\/p>\n

\u4ece0\u52301\uff0c\u6211\u4eec\u8bad\u7ec3\u4e86\u79d1\u5b66\u57fa\u7840\u6a21\u578b\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4e5f\u5f88\u590d\u6742\uff0c\u4e0d\u4ec5\u4ec5\u9700\u8981\u6709\u8db3\u591f\u7684\u7b97\u529b\u3001\u6570\u636e\uff0c\u540c\u65f6\u4e5f\u8981\u6709\u9ad8\u6548\u7684\u6a21\u578b\u8bad\u7ec3\u7cfb\u7edf\u3002\u6211\u4eec\u505a\u4e86\u9884\u8bad\u7ec3\u3001\u5230CPT\u3001Long CPT\u3001SFT\u3001CoT SFT\uff0c\u518d\u5230\u5f3a\u5316\u5b66\u4e60\u3002\u73b0\u5728\u6211\u4eec\u8fd8\u5728\u5185\u6d4b\u4e2d\u3002<\/p>\n

\u4ee5\u4e0a\u5c31\u662f\u6211\u4eec\u79d1\u5b66\u57fa\u7840\u6a21\u578b\u7684\u6280\u672f\u63a2\u7d22\uff0c\u56e0\u4e3a\u6ca1\u6709\u53c2\u8003\u5bf9\u8c61\uff0c\u662f\u4ece\u96f6\u5230\u4e00\u7684\u521b\u65b0\uff0c\u6240\u4ee5\u6211\u4eec\u7684\u79d1\u5b66\u57fa\u7840\u6a21\u578b\u5c31\u547d\u540d\u4e3a021\u3002<\/p>\n

03<\/p>\n

\u79d1\u5b66\u57fa\u7840\u6a21\u578b\u7684\u5e94\u7528\u573a\u666f\u6709\u54ea\u4e9b\uff1f<\/span><\/strong><\/p>\n

<\/p>\n

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

\u63a5\u4e0b\u6765\u6211\u4ecb\u7ecd\u4e00\u4e0b\u8fd9\u4e2a\u6a21\u578b\u7684\u5e94\u7528\u573a\u666f\u3002\u5176\u5b9e\u6211\u4eec\u7528\u4e86\u975e\u5e38\u591a\u7684\u4e13\u4e1a\u79d1\u5b66\u77e5\u8bc6\uff0c\u8fd9\u662f\u5b83\u7684\u5927\u6982\u5206\u5e03\u56fe\uff0c\u6d89\u53ca\u6570\u5b66\u3001\u7269\u7406\u3001\u5316\u5b66\u3001\u8ba1\u7b97\u673a\u7b4919\u4e2a\u91cd\u8981\u5b66\u79d1\uff0c\u8986\u76d6174\u4e2a\u9886\u57df\u7684\u79d1\u5b66\u77e5\u8bc6\u3002<\/p>\n

\u8fd9\u4e9b\u9886\u57df\uff0c\u9700\u8981\u82b1\u5927\u91cf\u7684\u4eba\u529b\u6210\u672c\u6765\u6536\u96c6\u6570\u636e\uff0c\u5927\u6982\u662f\u51e0\u4e2aT\u7684Token\uff0c\u76f8\u8f83\u4e8e\u4e92\u8054\u7f51\u8bed\u6599\uff0c\u771f\u7684\u53ea\u53601%\u7684\u89c4\u6a21\u3002\u6240\u4ee5\u8fd9\u4e2a\u6570\u636e\u672a\u6765\u5982\u679c\u60f3\u505a\u5927\uff0c\u5982\u679c\u60f3\u505aScaling Law\uff0c\u8fd8\u6709\u5f88\u5927\u7684\u6311\u6218\u3002\u5f53\u7136\u6211\u4eec\u4e5f\u5728\u4e0d\u505c\u6536\u96c6\u65b0\u7684\u6570\u636e\u7eb3\u5165\u8fdb\u6765\uff0c\u6bd4\u5982\u5b9e\u9a8c\u5ba4\u7684\u5b9e\u9a8c\u6570\u636e\u3002<\/p>\n

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

\u540c\u6837\uff0c\u6211\u4eec\u4e5f\u6253\u7a7f\u4e86\u4ece\u57fa\u56e0\u5230\u75be\u75c5\u8bca\u65ad\u7684\u6574\u4e2a\u6d41\u7a0b\uff0c\u80fd\u505a\u4ece\u57fa\u56e0\u7ec4\u5b66\u5230\u7ec6\u80de\u751f\u7269\u5b66\u3001\u75c5\u7406\u5b66\u3001\u4e34\u5e8a\u533b\u5b66\u7684\u6574\u4e2a\u94fe\u8def\u3002\u4e0a\u56fe\u4e2d\u5c31\u662f\u4e00\u4e2a\u57fa\u56e0\u7684\u7a81\u53d8\uff0c\u6211\u4eec\u60f3\u77e5\u9053\u5b83\u662f\u826f\u6027\u7684\u8fd8\u662f\u6076\u6027\u7684\uff0c\u5c31\u53ef\u4ee5\u7528\u8fd9\u4e2a\u6a21\u578b\u6765\u83b7\u5f97\u7b54\u6848\u3002\u56e0\u4e3a\u6211\u4eec\u8bad\u7ec3\u4e86\u975e\u5e38\u591a\u7684\u79d1\u5b66\u6570\u636e\uff0c\u8fd9\u5e94\u8be5\u662f\u5f53\u524d\u4e16\u754c\u4e0a\u4ece\u57fa\u56e0\u5230\u75be\u75c5\u7cbe\u51c6\u8bca\u65ad\u6d41\u7a0b\u7cbe\u5ea6\u6700\u597d\u7684\u6a21\u578b\u3002<\/p>\n

\u5728\u5c06\u6765\uff0c\u6211\u4eec\u5e0c\u671b\u6240\u6709\u7684\u4eba\u80fd\u4eab\u53d7\u5230\u8fd9\u6837\u7684\u6a21\u578b\u670d\u52a1\uff0c\u6240\u4ee5\u8bed\u8a00\u4e5f\u662f\u975e\u5e38\u91cd\u8981\u7684\uff0c\u6211\u4eec\u8fd9\u4e2a\u6a21\u578b\u652f\u6301\u5e94\u7528\u5168\u4e16\u754c204\u79cd\u8bed\u8a00\u3002<\/p>\n

\u505a\u8fd9\u4e2a\u79d1\u5b66\u57fa\u7840\u6a21\u578b\uff0c\u975e\u5e38\u6311\u6218\u7684\u662f\u9700\u8981\u975e\u5e38\u591a\u7684\u79d1\u5b66\u5bb6\u53c2\u4e0e\u8fdb\u6765\u3002\u90a3\u4e48\u600e\u4e48\u641e\u8fd9\u4ef6\u4e8b\u5462\uff1f\u6211\u4eec\u4e5f\u6709\u4e09\u5957\u8def\u5f84\u3002<\/p>\n

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