{"id":359,"date":"2026-05-28T15:50:53","date_gmt":"2026-05-28T07:50:53","guid":{"rendered":"http:\/\/www.videopipe.cool\/?p=359"},"modified":"2026-05-28T16:29:18","modified_gmt":"2026-05-28T08:29:18","slug":"1-17","status":"publish","type":"post","link":"http:\/\/www.videopipe.cool\/index.php\/2026\/05\/28\/1-17\/","title":{"rendered":"\u96f6\u57fa\u7840\u8ba4\u8bc6\u5927\u8bed\u8a00\u6a21\u578b\u5de5\u4f5c\u539f\u7406"},"content":{"rendered":"\n<p>[\u76ee\u5f55]<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4ec0\u4e48\u662f\u6587\u5b57\u63a5\u9f99\uff1f<\/li>\n\n\n\n<li>\u5927\u6a21\u578b\u5982\u4f55\u505a\u6587\u5b57\u63a5\u9f99\uff1f<a href=\"https:\/\/www.cnblogs.com\/xiaozhi_5638\/p\/20200375#b3\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a>\n<ul class=\"wp-block-list\">\n<li>\u4ec0\u4e48\u662fToken\u8bcd\u5143\uff1f<\/li>\n\n\n\n<li>\u4ec0\u4e48\u662fVocabulary\u8bcd\u8868\uff1f<\/li>\n\n\n\n<li>\u4ec0\u4e48\u662f\u6982\u7387\u5206\u5e03\uff1f<\/li>\n\n\n\n<li>\u5185\u90e8\u63a5\u9f99\u6d41\u7a0b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u4ec0\u4e48\u662fToken\u8ba1\u8d39<\/li>\n\n\n\n<li>\u5927\u6a21\u578b\u8bad\u7ec3\u65b9\u5f0f\u548c\u6b65\u9aa4<\/li>\n\n\n\n<li>\u5927\u6a21\u578b\u6709\u601d\u8003\u63a8\u7406\u80fd\u529b\u5417\uff1f<\/li>\n\n\n\n<li>\u5927\u6a21\u578b\u64c5\u957f\u548c\u4e0d\u64c5\u957f\u7684\u4efb\u52a1<\/li>\n\n\n\n<li>\u5927\u6a21\u578b\u5728Agent\u4e2d\u626e\u6f14\u7684\u89d2\u8272<\/li>\n<\/ol>\n\n\n\n<p>\u5927\u8bed\u8a00\u6a21\u578b\uff08Large Language Model, LLM\uff09\u542c\u8d77\u6765\u9ad8\u6df1\u83ab\u6d4b\uff0c\u4f46\u5982\u679c\u5265\u53bb\u5176\u590d\u6742\u7684\u5916\u58f3\uff0c\u5b83\u7684\u6838\u5fc3\u903b\u8f91\u5176\u5b9e\u975e\u5e38\u6734\u7d20\u3002\u672c\u6587\u5c06\u4ece\u4e03\u4e2a\u7ef4\u5ea6\uff0c\u5e26\u4f60\u4e00\u6b65\u6b65\u63ed\u5f00\u5b83\u7684\u795e\u79d8\u9762\u7eb1\u3002\u6ce8\u610f\u672c\u6587\u4ee5\u201c\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u201d\u4e3a\u4f8b\u5206\u6790\u5927\u6a21\u578b\u5de5\u4f5c\u539f\u7406\uff0c\u8fd9\u7c7b\u6a21\u578b\u7684\u8f93\u5165\u8f93\u51fa\u7686\u4e3a\u6587\u672c\u683c\u5f0f\uff0c\u5bf9\u4e8e\u5176\u4ed6\u652f\u6301\u591a\u79cd\u683c\u5f0f\uff08\u56fe\u7247\u89c6\u9891\u7b49\uff09\u4f5c\u4e3a\u8f93\u5165\u8f93\u51fa\u7684\u201c\u591a\u6a21\u6001\u5927\u6a21\u578b\uff08MLLM\uff09\u201d\u7684\u5de5\u4f5c\u539f\u7406\u4e0e\u4e4b\u7c7b\u4f3c\u3002<\/p>\n\n\n\n<p class=\"has-large-font-size\"><a><\/a>1.&nbsp;<strong>\u4ec0\u4e48\u662f\u6587\u5b57\u63a5\u9f99\uff1f<\/strong><\/p>\n\n\n\n<p>\u5982\u679c\u8981\u7528\u4e00\u53e5\u8bdd\u6982\u62ec\u5927\u8bed\u8a00\u6a21\u578b\u7684\u672c\u8d28\uff0c\u90a3\u5c31\u662f\uff1a\u5b83\u662f\u4e00\u4e2a\u8d85\u7ea7\u5f3a\u5927\u7684\u201c\u6587\u5b57\u63a5\u9f99\u201d\u6e38\u620f\u73a9\u5bb6\u3002\u6587\u5b57\u63a5\u9f99\u662f\u4e00\u79cd\u7b80\u5355\u53c8\u6709\u8da3\u7684\u6e38\u620f\uff0c\u4f60\u5199\u4e00\u4e2a\u5b57\u3001\u4e00\u4e2a\u8bcd\u6216\u8005\u4e00\u53e5\u8bdd\uff0c\u4e0b\u4e00\u6b65\u63a5\u7740\u7eed\u5199\u4e0b\u53bb\uff0c\u5c3d\u91cf\u8ba9\u8bed\u53e5<strong>\u5408\u7406\u8fde\u8d2f<\/strong>\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff1a<\/p>\n\n\n\n<p>(1) \u73a9\u5bb6 A: \u201c\u4eca\u5929\u5929\u6c14\u771f\u597d\uff0c\u201d<\/p>\n\n\n\n<p>(2) \u73a9\u5bb6 B: \u201c\u597d\u60f3\u53bb\u516c\u56ed\u6563\u6b65\uff0c\u201d<\/p>\n\n\n\n<p>(3) \u73a9\u5bb6 C: \u201c\u6b65\u4f10\u8f7b\u5feb\uff0c\u5fc3\u60c5\u6109\u60a6\u3002\u201d<\/p>\n\n\n\n<p>\u6bcf\u4e2a\u4eba\u90fd\u662f\u6839\u636e\u524d\u9762\u5185\u5bb9\u8fdb\u884c\u63a5\u9f99\uff0c\u5b8c\u6210\u6587\u5b57\u63a5\u9f99\u6e38\u620f\u987b\u5177\u5907\u4e24\u4e2a\u524d\u63d0\uff1a<\/p>\n\n\n\n<p>(1) \u73a9\u5bb6\u638c\u63e1\u57fa\u672c\u7684\u6587\u6cd5\u77e5\u8bc6\uff0c\u6bd4\u5982\u719f\u6089\u4e2d\u6587\u8bed\u6cd5\u3001\u82f1\u6587\u8bed\u6cd5\u7b49\uff0c\u4e0d\u81f3\u4e8e\u5728\u63a5\u9f99\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u75c5\u53e5\u3002<\/p>\n\n\n\n<p>(2) 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class=\"has-large-font-size\"><a><\/a>2.&nbsp;<strong>\u5927\u6a21\u578b\u5982\u4f55\u505a\u6587\u5b57\u63a5\u9f99<\/strong><\/p>\n\n\n\n<p>\u65e2\u7136\u5927\u6a21\u578b\u662f\u5728\u505a\u63a5\u9f99\uff0c\u90a3\u5b83\u662f\u5982\u4f55\u5177\u4f53\u64cd\u4f5c\u7684\u5462\uff1f\u8fd9\u91cc\u6709\u51e0\u4e2a\u5173\u952e\u6982\u5ff5\uff1aToken\uff08\u8bcd\u5143\uff09 \u548c \u6982\u7387\u5206\u5e03\u7b49\u3002<\/p>\n\n\n\n<p><a><\/a>(1)&nbsp;<strong>\u4ec0\u4e48\u662f Token\uff1f<\/strong><\/p>\n\n\n\n<p>\u5927\u6a21\u578b\u5e76\u4e0d\u662f\u4ee5\u201c\u6c49\u5b57\u201d\u6216\u201c\u5355\u8bcd\u201d\u4f5c\u4e3a\u6700\u5c0f\u5355\u4f4d\u6765\u505a\u6587\u5b57\u63a5\u9f99\u7684\uff0c\u800c\u662f\u4ee5\u53e6\u5916\u4e00\u79cd\u53eb\u505aToken\u7684\u7ed3\u6784\u3002Token\u4e0e\u6c49\u5b57\u3001\u5355\u8bcd\u3001\u7b26\u53f7\u7b49\u5e76\u6ca1\u6709\u4e25\u683c\u610f\u4e49\u4e0a\u7684\u4e00\u5bf9\u4e00\u5173\u7cfb\u3002\u5728\u82f1\u6587\u4e2d\uff0c\u4e00\u4e2aToken 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class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/videopipe.cool\/wp-content\/uploads\/2026\/05\/llm1.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e0a\u9762\u8fd9\u6bb5\u6587\u672c\u5728GPT-5.X\u4e2d\u88ab\u5212\u5206\u621088\u4e2aTokens\u8fdb\u884c\u5904\u7406\uff0c\u6bcf\u4e2aToken\u5df2\u7528\u989c\u8272\u533a\u5206\u3002<\/p>\n\n\n\n<p><a><\/a>(2)&nbsp;<strong>\u4ec0\u4e48\u662fVocabulary\uff1f<\/strong><\/p>\n\n\n\n<p>\u4e0d\u540c\u5927\u6a21\u578b\u7684Token\u5212\u5206\u89c4\u5219\u5e76\u4e0d\u76f8\u540c\uff0c\u6240\u4ee5\u6bcf\u79cd\u5927\u6a21\u578b\u652f\u6301\u8f93\u51fa\u7684Token\u79cd\u7c7b\u603b\u6570\u4e5f\u4e0d\u76f8\u540c\u3002LLama3\u80fd\u591f\u8f93\u51fa128000\u79cdToken\uff0cQwen2.5\u80fd\u591f\u8f93\u51fa256000\u79cdToken\uff0c\u6211\u4eec\u628a\u6a21\u578b\u80fd\u591f\u8f93\u51fa\u7684Token\u79cd\u7c7b\u96c6\u5408\u53eb\u505a\u8bcd\u8868\uff08<strong>Vocabulary<\/strong>\uff09\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u5bf9\u8bcd\u8868\u4e2d\u7684\u6bcf\u4e2aToken\u8fdb\u884c\u987a\u5e8f\u7f16\u53f7\uff0c\u4ece\u96f6\u5f00\u59cb\uff0cLLama3\u7684\u8bcd\u8868Token IDs\u53d6\u503c\u8303\u56f4\u4e3a0~127999\u3002\u5728GPT-5.X\u4e2d\uff0c\u521a\u624d\u90a3\u6bb5\u6587\u672c\u88ab\u5212\u5206\u6210\u4e8688\u4e2aTokens\u8fdb\u884c\u5904\u7406\uff0c\u90a3\u4e48\u5bf9\u5e94\u7684Token IDs\u4e3a\uff08\u70b9\u51fb\u754c\u9762\u5de6\u4e0b\u89d2Token IDs\u6309\u94ae\uff09\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/videopipe.cool\/wp-content\/uploads\/2026\/05\/llm2.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u5728GPT-5.X\u4e2d\uff0c\u8fd9\u6bb5\u6587\u672c\u5f00\u5934\u7684\u2018<strong>Video<\/strong>\u2019\u4f5c\u4e3a\u4e00\u4e2a\u72ec\u7acb\u7684Token\uff0c\u5b83\u5728\u8bcd\u8868\u4e2d\u7684ID\u4e3a11046\uff0c\u5373\u6392\u572811047\u4f4d\uff08ID\u4ece\u96f6\u5f00\u59cb\uff09\u3002\u6587\u672c\u7ed3\u5c3e\u2018<strong>).<\/strong>\u2019\u88ab\u5f53\u505a\u4e00\u4e2a\u72ec\u7acb\u7684Token\uff0c\u5b83\u5728\u8bcd\u8868\u4e2d\u7684ID\u4e3a741\uff0c\u6392\u5728742\u4f4d\u3002\u4e0b\u9762\u662f\u8bcd\u8868\u793a\u610f\u56fe\uff0c\u84dd\u5e95\u4e3aToken IDs\uff0c\u767d\u5e95\u4e3a\u5bf9\u5e94Tokens\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/videopipe.cool\/wp-content\/uploads\/2026\/05\/llm3.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u8bcd\u8868\u9664\u4e86\u53cd\u6620\u5927\u6a21\u578b\u80fd\u591f\u8f93\u51fa\u54ea\u4e9bToken\u4e4b\u5916\uff0c\u8fd8\u80fd\u8f85\u52a9\u5927\u6a21\u578b\u5bf9\u8f93\u5165\u8fdb\u884c\u9884\u5904\u7406\u3002\u6bd4\u5982\u6211\u4eec\u8981\u7ed9\u6a21\u578b\u8f93\u5165\u201c\u6c34\u7684\u6cb8\u70b9\u662f\u591a\u5c11\uff1f\u201d\u65f6\uff0c\u7531\u4e8e\u5927\u6a21\u578b\u672c\u8eab\u65e0\u6cd5\u76f4\u63a5\u5904\u7406\u8fd9\u4e9bUnicode\u5b57\u7b26\uff0c\u6240\u4ee5\u9700\u8981\u6211\u4eec\u5148\u5c06\u8fd9\u4e9b\u6587\u672c\u62c6\u5206\u6210Tokens\uff0c\u7136\u540e\u53c2\u8003\u8bcd\u8868\u5c06\u5b83\u4eec\u6620\u5c04\u6210Token IDs\uff0c\u6700\u540e\u518d\u9001\u5165\u5927\u6a21\u578b\uff0c\u793a\u610f\u56fe\u5982\u4e0b\uff08\u6ce8\u610f\u662f\u793a\u610f\u56fe\uff0c\u5b9e\u9645\u5927\u6a21\u578b\u53ef\u80fd\u5e76\u975e\u8f93\u51fa\u7c7b\u4f3c\u7b54\u6848\uff09\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/videopipe.cool\/wp-content\/uploads\/2026\/05\/llm4.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u603b\u4e4b\uff0c\u8bcd\u8868\u5bf9\u4e8e\u5927\u6a21\u578b\u7684\u8f93\u5165\u548c\u8f93\u51fa\u73af\u8282\u90fd\u81f3\u5173\u91cd\u8981\u3002\u8f93\u5165\u73af\u8282\u8981\u53c2\u8003\u8bcd\u8868\uff0c\u8f93\u51fa\u73af\u8282\u4e5f\u8981\u53c2\u8003\u8bcd\u8868\u3002\u90a3\u4e48\u5927\u6a21\u578b\u7684\u8f93\u51fa\u683c\u5f0f\u662f\u4ec0\u4e48\u5462\uff1f\u6bcf\u6b21\u662f\u76f4\u63a5\u8f93\u51faToken ID\uff0c\u7136\u540e\u6211\u4eec\u518d\u505a\u4e00\u6b21\u540e\u5904\u7406\uff1a\u6839\u636e\u8bcd\u8868\u5c06Token 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class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/videopipe.cool\/wp-content\/uploads\/2026\/05\/llm5.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u5206\u7c7b1\uff08\u6df1\u84dd\u8272\u90e8\u5206\uff09\u7684\u6982\u7387\u503c\u6700\u5927\uff080.59\uff09\uff0c\u56e0\u6b64\u6839\u636e\u6982\u7387\u5206\u5e03\u7684\u7ed3\u679c\u6765\u770b\uff0c\u5206\u7c7b1\u547d\u4e2d\u53ef\u80fd\u6027\u6700\u9ad8\uff0c\u56e0\u6b64\u9488\u5bf9\u8fd9\u4e2a\u56db\u5206\u7c7b\u4efb\u52a1\uff0c\u7b97\u6cd5\u672c\u6b21\u9884\u6d4b\u7684\u7ed3\u679c\u662f\uff1a\u5206\u7c7b1\u3002<\/p>\n\n\n\n<p>\u5bf9CV\u8ba1\u7b97\u673a\u89c6\u89c9\u719f\u6089\u7684\u7ae5\u978b\u53ef\u80fd\u5df2\u7ecf\u770b\u51fa\u6765\u4e86\uff0cCV\u4e2d\u7684\u56fe\u50cf\u5206\u7c7b\u662f\u4e00\u79cd\u5178\u578b\u7684\u201c\u5206\u7c7b\u201d\u4efb\u52a1\uff0c\u5728\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684CV\u9886\u57df\u4e2d\uff0c\u5927\u90e8\u5206\u7528\u4e8e\u56fe\u50cf\u5206\u7c7b\u7684\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u6700\u7ec8\u8f93\u51fa\u90fd\u662f\u4e00\u4e2a\u6982\u7387\u5206\u5e03\uff0c\u5373\u7ecf\u8fc7Softmax\u51fd\u6570\u5904\u7406\u8fc7\u540e\u7684\u6982\u7387\u5411\u91cf\uff0c\u5411\u91cf\u5404\u7ef4\u5ea6\u6982\u7387\u4e4b\u548c\u4e3a\u4e00\uff08\u56fe\u7247\u5206\u7c7b\u7f51\u7edc\u53ef\u4ee5\u53c2\u8003\uff1a<a href=\"http:\/\/www.videopipe.cool\/index.php\/2024\/11\/15\/1-6\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/www.videopipe.cool\/index.php\/2024\/11\/15\/1-6\/<\/a>\uff09\u3002\u5982\u679c\u8be5\u5206\u7c7b\u7b97\u6cd5\u7528\u4e8eImageNet\u4efb\u52a1\uff0c\u90a3\u4e48\u5b83\u7684\u5206\u7c7b\u6570\u4e3a1000\uff0c\u8f93\u51fa\u6982\u7387\u5411\u91cf\u7ef4\u5ea6\u4e5f\u4e3a1000\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u4e09\u5206\u7c7b\u7684\u56fe\u50cf\u5206\u7c7b\u4efb\u52a1\uff08\u732b\/\u72d7\/\u9e21\uff09\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/videopipe.cool\/wp-content\/uploads\/2026\/05\/llm6.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u518d\u56de\u5934\u6765\u770b\u5927\u6a21\u578b\u505a\u6587\u5b57\u63a5\u9f99\u7684\u8fd9\u4e2a\u4efb\u52a1\uff0c\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2aToken\u5206\u7c7b\u4efb\u52a1\u3002\u7279\u522b\u4e4b\u5904\u5728\u4e8e\uff1a<\/p>\n\n\n\n<p>(1) 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alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e0a\u56fe\u663e\u793a\u5c06\u201c\u6c34\u7684\u6cb8\u70b9\u662f\u591a\u5c11\uff1f\u201d\u8f93\u5165\u5230Llama3\u6a21\u578b\u4e2d\uff0c\u6a21\u578b\u5355\u6b21\u63a8\u7406\u8f93\u51fa\u7b2c\u4e00\u4e2aToken\u7684\u7ed3\u679c\u793a\u610f\u56fe\u3002\u5b83\u4f1a\u8f93\u51fa\u4e00\u4e2a\u8d85\u7ea7\u5927\u7684\u6982\u7387\u5411\u91cf\uff0c\u5411\u91cf\u7ef4\u5ea6\u5927\u5c0f\u4e3aLlama3\u8bcd\u8868\u5927\u5c0f\uff0c\u5373128000\uff0c\u4ee3\u8868\u6a21\u578b\u63a5\u9f99\u8f93\u51faToken\u7684\u6982\u7387\u5206\u5e03\u3002\u90a3\u4e48\uff0c\u6700\u7ec8\u6211\u4eec\u5982\u4f55\u83b7\u53d6\u6700\u7ec8\u8f93\u51fa\u7684Token\u5462\uff1f\u662f\u76f4\u63a5\u53d6\u6982\u7387\u503c\u6700\u5927\u7684Token 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alt=\"\"\/><\/figure>\n\n\n\n<p>\u5927\u6a21\u578b\u6bcf\u6b21\u63a8\u7406\u8f93\u51fa\u4e00\u4e2aToken\uff0c\u5c06\u6bcf\u6b21\u8f93\u51fa\u7684Token\u63a5\u5728\u539f\u6765\u8f93\u5165\u7684\u5c3e\u90e8\uff0c\u518d\u7ee7\u7eed\u4f5c\u4e3a\u6a21\u578b\u7684\u8f93\u5165\uff0c\u53ef\u4ee5\u6e90\u6e90\u4e0d\u65ad\u5730\u5f97\u5230\u8fde\u7eed\u7684Tokens\uff0c\u76f4\u5230\u6a21\u578b\u8f93\u51fa\u3010\u7ed3\u675f\u3011\u6807\u8bb0\u3002\u6700\u540e\u6211\u4eec\u5c06\u6240\u6709\u7684Tokens\u62fc\u63a5\u5728\u4e00\u8d77\uff0c\u4f5c\u4e3a\u6a21\u578b\u7684\u6700\u7ec8\u8f93\u51fa\uff0c\u53ef\u4ee5\u662f\u4e00\u53e5\u8bdd\u3001\u4e00\u9996\u8bd7\u3001\u751a\u81f3\u662f\u4e00\u7bc7\u6587\u7ae0\u3002<\/p>\n\n\n\n<p><a><\/a>(4)&nbsp;<strong>\u63a5\u9f99\u7684\u5185\u90e8\u6d41\u7a0b<\/strong><\/p>\n\n\n\n<p>\u5f53\u4f60\u5411\u5927\u6a21\u578b\u8f93\u5165\u4e00\u6bb5\u6587\u672c\u65f6\uff08\u652f\u6301\u5404\u79cd\u8bed\u8a00\uff09\uff0c\u4f1a\u6267\u884c\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<p><strong>\u8bcd\u5143\u5316\uff1a<\/strong>\u6839\u636e\u6a21\u578b\u9884\u8bbe\u8bcd\u8868\uff0c\u5c06\u6587\u672c\u62c6\u5206\u6210\u5355\u72ec\u7684Tokens\uff0c\u7136\u540e\u518d\u8f6c\u6362\u6210Token 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class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/videopipe.cool\/wp-content\/uploads\/2026\/05\/llm11.png\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>\u8ba1\u7b97\u6982\u7387\uff1a<\/strong>\u6a21\u578b\u4f1a\u5728\u5176\u5e9e\u5927\u7684\u8bcd\u8868\uff08\u53ef\u80fd\u6709\u51e0\u5341\u4e07\u4e2aTokens\uff09\u4e2d\uff0c\u4e3a\u6bcf\u4e2a\u53ef\u80fd\u7684\u4e0b\u4e00\u4e2a Token \u8ba1\u7b97\u4e00\u4e2a\u6982\u7387\u5206\u6570\uff0c\u5f97\u5230\u6982\u7387\u5206\u5e03\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/videopipe.cool\/wp-content\/uploads\/2026\/05\/llm12.png\" 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class=\"has-large-font-size\"><a><\/a>3.&nbsp;<strong>\u4ec0\u4e48\u662fToken\u8ba1\u8d39\uff1f<\/strong><\/p>\n\n\n\n<p>\u5e73\u65f6\u624b\u673a\u7b49\u79fb\u52a8\u8bbe\u5907\u4f7f\u75285G\u4e0a\u7f51\uff0c\u9700\u8981\u5411\u7f51\u7edc\u670d\u52a1\u63d0\u4f9b\u5546\uff08\u7535\u4fe1\/\u8054\u901a\/\u79fb\u52a8\uff09\u8d2d\u4e70\u6d41\u91cf\uff0c\u6d41\u91cf\u5355\u4f4d\u4e00\u822c\u4f7f\u7528MB\u548cGB\u7b49\uff0c\u6bd4\u59825\u5143\/GB\u3002GB\u8fd9\u79cd\u5355\u4f4d\u6700\u5f00\u59cb\u662f\u7528\u6765\u8861\u91cf\u8ba1\u7b97\u673a\u7cfb\u7edf\u4e2d\u6587\u4ef6\uff08\u6216\u6570\u636e\uff09\u5360\u7528\u78c1\u76d8\uff08\u6216\u5185\u5b58\uff09\u7a7a\u95f4\u5927\u5c0f\uff0c\u4e4b\u540e\u4e5f\u7528\u6765\u8868\u793a\u7f51\u7edc\u6570\u636e\u4f20\u8f93\u591a\u5c11\u3002<\/p>\n\n\n\n<p>\u4e0e\u7f51\u7edc\u670d\u52a1\u63d0\u4f9b\u5546\u7c7b\u4f3c\uff0c\u73b0\u5728\u4e00\u4e9b\u5927\u6a21\u578b\u516c\u53f8\uff08OpenAI\/\u8c37\u6b4c\/\u963f\u91cc\u7b49\uff09\u63d0\u4f9b\u5927\u6a21\u578b\u57fa\u5ea7\u670d\u52a1\uff0c\u626e\u6f14\u5927\u6a21\u578b\u670d\u52a1\u63d0\u4f9b\u5546\u7684\u89d2\u8272\uff0c\u4e3a\u4e2a\u4eba\/\u516c\u53f8\/\u653f\u5e9c\u7ec4\u7ec7\u63d0\u4f9b\u5927\u6a21\u578b\u80fd\u529b\uff0c\u4eba\u4eec\u5411\u6a21\u578b\u63d0\u4f9b\u5546\u4ed8\u8d39\uff0c\u4f7f\u7528\u4e8b\u5148\u5b9a\u4e49\u597d\u7684\u63a5\u53e3\u534f\u8bae\u83b7\u53d6\u5927\u6a21\u578b\u80fd\u529b\uff08\u7ed9\u6a21\u578b\u63d0\u4f9b\u8f93\u5165\u3001\u83b7\u53d6\u6a21\u578b\u7684\u8f93\u51fa\uff09\uff0c\u4ece\u800c\u4e3a\u81ea\u5df1\u7684\u8f6f\u4ef6\u7cfb\u7edf\u3001\u5de5\u4f5c\u6216\u751f\u6d3b\u8d4b\u80fd\u3002\u5927\u6a21\u578b\u670d\u52a1\u63d0\u4f9b\u5546\u4e00\u822c\u4ee5Token\u6d88\u8017\u6570\u91cf\u6765\u8ba1\u8d39\uff0c\u6bd4\u598210\u5143\/100\u4e07Tokens\uff0c\u5f53\u7136\u4e5f\u6709\u5305\u6708\u5957\u9910\uff0c\u8fd9\u4e2a\u8ddf5G\u6d41\u91cf\u5305\u6708\u7c7b\u4f3c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/videopipe.cool\/wp-content\/uploads\/2026\/05\/llm15.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5927\u6a21\u578b\u7684\u5f00\u53d1\u3001\u8bad\u7ec3\u3001\u90e8\u7f72\u63a8\u7406\u7b49\u57fa\u5efa\u95e8\u69db\u8981\u6c42\u8fc7\u9ad8\uff08\u6280\u672f\/\u6570\u636e\/\u7b97\u529b\uff09\uff0c\u4e00\u822c\u516c\u53f8\u65e0\u6cd5\u80dc\u4efb\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u7c7b\u4f3c\u7684\u5784\u65ad\u6027\u8d28\u7684\u5927\u6a21\u578b\u670d\u52a1\u63d0\u4f9b\u5546\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0cToken\u6d88\u8017\u91cf\u7684\u7edf\u8ba1\u5e76\u4e0d\u5b8c\u5168\u900f\u660e\uff0c\u4e0d\u540c\u6a21\u578b\u7684\u8bcd\u8868\u89c4\u5219\u5e76\u4e0d\u76f8\u540c\uff0c\u5bf9\u4e8e\u540c\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\uff0cA\u6a21\u578b\u53ef\u80fd\u8ba1\u7b97\u6d88\u8017100 Tokens\uff0c\u800cB\u6a21\u578b\u8ba1\u7b97\u6d88\u8017120 Tokens\u3002\u5e76\u4e14\uff0cToken\u6d88\u8017\u91cf\u5b8c\u5168\u7531\u6a21\u578b\u63d0\u4f9b\u5546\u7ed9\u51fa\uff0c\u4e00\u822c\u4eba\u5f88\u96be\u901a\u8fc7\u81ea\u5df1\u7684\u5386\u53f2\u8f93\u5165\u8f93\u51fa\u8c03\u7528\u8bb0\u5f55\uff0c\u53bb\u6838\u5b9e\u4ed6\u4eec\u7edf\u8ba1\u7684\u51c6\u786e\u6027\uff0c\u56e0\u4e3a\u5bf9\u4e8e\u90a3\u4e9b\u9891\u7e41\u4f7f\u7528\u6a21\u578b\u7684\u4eba\u6765\u8bb2\uff0c\u6570\u636e\u91cf\u592a\u5927\u5bfc\u81f4\u8fd9\u9879\u5de5\u4f5c\u5b9e\u5728\u592a\u590d\u6742\u3002<\/p>\n\n\n\n<p class=\"has-large-font-size\"><a><\/a>4.&nbsp;<strong>\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u65b9\u5f0f\u548c\u6b65\u9aa4<\/strong><\/p>\n\n\n\n<p>\u5927\u6a21\u578b\u5e76\u975e\u751f\u6765\u5c31\u806a\u660e\uff0c\u5b83\u662f\u901a\u8fc7\u201c\u6d77\u91cf\u9605\u8bfb\u201d\u548c\u201c\u4e25\u683c\u5bb6\u6559\u201d\u8bad\u7ec3\u51fa\u6765\u7684\u3002\u8bad\u7ec3\u8fc7\u7a0b\u901a\u5e38\u5206\u4e3a\u4e09\u4e2a\u4e3b\u8981\u9636\u6bb5\uff1a<\/p>\n\n\n\n<p><strong>\u7b2c\u4e00\u9636\u6bb5\uff1a\u9884\u8bad\u7ec3\uff08Pre-Training\uff09\u2014\u2014 \u535a\u89c8\u7fa4\u4e66<\/strong><\/p>\n\n\n\n<p>(1) \u76ee\u6807\uff1a\u5b66\u4e60\u8bed\u8a00\u7684\u57fa\u672c\u8bed\u6cd5\u89c4\u5f8b\u3001\u4e16\u754c\u77e5\u8bc6\u548c\u903b\u8f91\u7ed3\u6784\uff0c\u6bd4\u5982\u77e5\u9053\uff1a\u201c\u5f62\u5bb9\u8bcd\u540e\u9762\u63a5\u540d\u8bcd\u201d\u3001\u201c\u4e00\u822c\u7528\u84dd\u8272\u5f62\u5bb9\u5929\u7a7a\u201d\u3001\u201c1+1=\u540e\u9762\u63a52\u6bd4\u8f83\u5408\u9002\u201d\uff08\u6ce8\u610f\u4e0d\u662f\u8ba1\u7b97\uff09\u7b49\u7b49\u8fd9\u4e9b\u3002<\/p>\n\n\n\n<p>(2) \u6570\u636e\uff1a\u4e92\u8054\u7f51\u4e0a\u7684\u516c\u5f00\u6587\u672c\uff08\u7f51\u9875\u3001\u4e66\u7c4d\u3001\u4ee3\u7801\u3001\u8bba\u6587\u7b49\uff09\uff0c\u6570\u636e\u91cf\u9ad8\u8fbe\u4e07\u4ebf\u7ea7 Token\u3002<\/p>\n\n\n\n<p>(3) \u65b9\u5f0f\uff1a<strong>\u65e0<\/strong><strong>\u76d1\u7763\u5b66\u4e60<\/strong>\u3002\u4e0d\u9700\u8981\u4eba\u5de5\u6807\u6ce8\u7b54\u6848\u3002\u6a21\u578b\u9605\u8bfb\u524d\u6587\uff0c\u4e0d\u65ad\u731c\u6d4b\u4e0b\u4e00\u4e2a\u51fa\u73b0\u7684\u8bcd\u662f\u4ec0\u4e48\uff0c\u731c\u9519\u5219\u8c03\u6574\u53c2\u6570\uff0c\u731c\u5bf9\u5219\u5f3a\u5316\u8bb0\u5fc6\u3002\u8fd9\u5c31\u50cf\u901a\u8fc7\u505a\u65e0\u6570\u9053\u586b\u7a7a\u9898\uff0c\u5185\u5316\u4e86\u8bed\u8a00\u548c\u77e5\u8bc6\u3002\u8fd9\u4e2a\u539f\u7406\u8ddf\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u4e2d\u8bad\u7ec3\u5176\u4ed6\u6a21\u578b\u7c7b\u4f3c\u3002<\/p>\n\n\n\n<p>(4) \u7ed3\u679c\uff1a\u5f97\u5230\u4e00\u4e2a\u201c\u57fa\u5ea7\u6a21\u578b\u201d\uff08Base Model\uff09\u3002\u5b83\u201c\u61c2\u201d\u5f88\u591a\u77e5\u8bc6\uff0c\u80fd\u7eed\u5199\uff08\u63a5\u9f99\uff09\u6587\u5b57\uff0c\u4f46\u8fd8\u4e0d\u592a\u4f1a\u542c\u8bdd\uff0c\u53ef\u80fd\u4f1a\u80e1\u8a00\u4e71\u8bed\u6216\u65e0\u6cd5\u9075\u5faa\u6307\u4ee4\u3002<\/p>\n\n\n\n<p><strong>\u7b2c\u4e8c\u9636\u6bb5\uff1a\u6709\u76d1\u7763\u5fae\u8c03\uff08SFT, Supervised Fine-Tuning\uff09\u2014\u2014 \u5b66\u4e60\u89c4\u77e9<\/strong><\/p>\n\n\n\n<p>(1) \u76ee\u6807\uff1a\u8ba9\u6a21\u578b\u5b66\u4f1a\u5982\u4f55\u56de\u7b54\u7528\u6237\u7684\u95ee\u9898\uff0c\u9075\u5faa\u6307\u4ee4\u3002<\/p>\n\n\n\n<p>(2) 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Model\uff09\uff0c\u80fd\u591f\u5b8c\u6210\u5bf9\u8bdd\u3001\u603b\u7ed3\u3001\u7ffb\u8bd1\u7b49\u4efb\u52a1\u3002<\/p>\n\n\n\n<p><strong>\u7b2c\u4e09\u9636\u6bb5\uff1a\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff08RLHF\uff09\u2014\u2014 \u5bf9\u9f50\u4ef7\u503c\u89c2<\/strong><\/p>\n\n\n\n<p>(1) \u76ee\u6807\uff1a\u8ba9\u6a21\u578b\u7684\u56de\u7b54\u66f4\u7b26\u5408\u4eba\u7c7b\u7684\u504f\u597d\uff08\u6709\u7528\u3001\u8bda\u5b9e\u3001\u65e0\u5bb3\uff09\u3002<\/p>\n\n\n\n<p>(2) \u65b9\u5f0f\uff1a\u6a21\u578b\u751f\u6210\u591a\u4e2a\u56de\u7b54\u3002\u4eba\u7c7b\u8bc4\u4f30\u5458\u5bf9\u8fd9\u4e9b\u56de\u7b54\u8fdb\u884c\u6392\u540d\uff08\u54ea\u4e2a\u66f4\u597d\uff0c\u54ea\u4e2a\u6709\u504f\u89c1\uff0c\u54ea\u4e2a\u4e0d\u5b89\u5168\uff09\u3002\u8bad\u7ec3\u4e00\u4e2a\u201c\u5956\u52b1\u6a21\u578b\u201d\u6765\u6a21\u4eff\u4eba\u7c7b\u7684\u8bc4\u5224\u6807\u51c6\u3002\u5229\u7528\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\uff0c\u6839\u636e\u5956\u52b1\u6a21\u578b\u7684\u53cd\u9988\u8fdb\u4e00\u6b65\u4f18\u5316\u5927\u6a21\u578b\u3002<\/p>\n\n\n\n<p>(3) \u7ed3\u679c\uff1a\u6a21\u578b\u53d8\u5f97\u66f4\u5b89\u5168\u3001\u66f4\u6709\u793c\u8c8c\uff0c\u4e14\u66f4\u7b26\u5408\u4eba\u7c7b\u7684\u9053\u5fb7\u548c\u6cd5\u5f8b\u89c4\u8303\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/videopipe.cool\/wp-content\/uploads\/2026\/05\/llm16.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u9636\u6bb5\u4e00\u79f0\u4e3a\u9884\u8bad\u7ec3Pre-Train\uff0c\u9636\u6bb5\u4e8c\u548c\u4e09\uff08\u6216\u8005\u8fd8\u6709\u5176\u4ed6\u624b\u6bb5\uff09\u4e00\u822c\u7edf\u79f0\u4e3a\u540e\u8bad\u7ec3Post-Train\u3002\u7814\u7a76\u666e\u904d\u8ba4\u4e3a\uff0c\u6a21\u578b\u7684\u77e5\u8bc6\u50a8\u5907\u548c\u201c\u667a\u529b\u201d\u4e0a\u9650\u4e3b\u8981\u7531\u9884\u8bad\u7ec3\u9636\u6bb5\u7684\u6570\u636e\u89c4\u6a21\u548c\u8d28\u91cf\u51b3\u5b9a\u3002SFT\u548cRLHF\u9636\u6bb5\u4e3b\u8981\u4f5c\u7528\u662f\u201c\u89e3\u9501\u201d\u8fd9\u4e9b\u80fd\u529b\uff0c\u5e76\u5c06\u5176\u5f15\u5bfc\u81f3\u7b26\u5408\u4eba\u7c7b\u9700\u6c42\u7684\u884c\u4e3a\u6a21\u5f0f\u4e0a\u3002\u53ef\u4ee5\u8bf4\uff0c\u9884\u8bad\u7ec3\u51b3\u5b9a\u4e86\u6a21\u578b\u201c\u6709\u591a\u806a\u660e\u201d\uff0c\u800c\u540e\u8bad\u7ec3\u51b3\u5b9a\u4e86\u6a21\u578b\u201c\u6709\u591a\u597d\u7528\u201d\uff0c\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\u6ca1\u6709\u63a5\u89e6\u8fc7\u7684\u8d44\u6599\u77e5\u8bc6\uff08\u6bd4\u5982\u67d0\u4e2a\u7279\u5b9a\u9886\u57df\uff09\uff0c\u4e00\u822c\u5f88\u96be\u901a\u8fc7\u540e\u8bad\u7ec3\u8ba9\u6a21\u578b\u638c\u63e1\u3002<\/p>\n\n\n\n<p class=\"has-large-font-size\"><a><\/a>5.&nbsp;<strong>\u5927\u6a21\u578b\u6709\u601d\u8003\u63a8\u7406\u80fd\u529b\u5417\uff1f<\/strong><\/p>\n\n\n\n<p>\u5f88\u591a\u4eba\u4ee5\u4e3a\u5927\u6a21\u578b\u50cf\u4eba\u4e00\u6837\u201c\u601d\u8003\u201d\uff0c\u5176\u5b9e\u5b83\u7684\u672c\u8d28\u662f\u7edf\u8ba1\u9884\u6d4b\uff0c\u4e0d\u662f\u50cf\u4eba\u7c7b\u6709\u610f\u8bc6\u7684\u601d\u8003\uff1a<\/p>\n\n\n\n<p>(1) \u6a21\u578b\u505a\u7684\u662f\u6982\u7387\u8ba1\u7b97\uff1a\u57fa\u4e8e\u5df2\u6709\u6587\u672c\uff08\u8f93\u5165Context\uff09\uff0c\u8ba1\u7b97\u540e\u9762\u6bcf\u4e2aToken\u51fa\u73b0\u7684\u6982\u7387\uff0c\u9009\u62e9\u6700\u53ef\u80fd\u7684\u8f93\u51fa\u3002<\/p>\n\n\n\n<p>(2) \u8868\u73b0\u50cf\u63a8\u7406\uff1a\u5f53\u6a21\u578b\u56de\u7b54\u95ee\u9898\u6216\u5199\u6587\u7ae0\u65f6\uff0c\u5b83\u4f1a\u53c2\u8003\u5927\u91cf\u8bad\u7ec3\u7ecf\u9a8c\uff08\u7531\u6a21\u578b\u53c2\u6570\u6743\u91cd\u51b3\u5b9a\uff09\uff0c\u751f\u6210\u7b26\u5408\u903b\u8f91\u7684\u6587\u672c\uff0c\u770b\u8d77\u6765\u50cf\u201c\u63a8\u7406\u201d\u3002<\/p>\n\n\n\n<p>(3) \u5c40\u9650\u6027\uff1a\u6a21\u578b\u4e0d\u4f1a\u771f\u6b63\u7406\u89e3\u4e16\u754c\uff0c\u4e5f\u4e0d\u4f1a\u6709\u81ea\u6211\u610f\u8bc6\uff0c\u5b83\u7684\u201c\u63a8\u7406\u201d\u4ec5\u4ec5\u662f\u6a21\u5f0f\u5339\u914d\u548c\u6982\u7387\u8ba1\u7b97\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<p>\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u6210\u4e00\u4e2a\u975e\u5e38\u806a\u660e\u7684\u6a21\u4eff\u8005\uff1a\u5b83\u80fd\u6a21\u62df\u5408\u7406\u903b\u8f91\uff0c\u4f46\u4e0d\u662f\u771f\u7684\u5728\u601d\u8003\u3002\u5927\u6a21\u578b\u672c\u8d28\u4e0a\u4e00\u76f4\u5728\u505a\u6587\u5b57\u63a5\u9f99\uff08\u7eed\u5199\uff09\uff0c\u800c\u4e14\u53ea\u80fd\u6839\u636e\u7edf\u8ba1\u89c4\u5f8b\u53bb\u5b8c\u6210\u8fd9\u4e2a\u6e38\u620f\uff0c\u6bd4\u5982\u5f53\u5b83\u9047\u5230\u201c1+1=\u201d\u7684\u65f6\u5019\uff0c\u4f1a\u6839\u636e\u7edf\u8ba1\u89c4\u5f8b\u8f93\u51fa\u201c2\u201d\uff0c\u5e76\u4e0d\u50cf\u4eba\u7c7b\u90a3\u6837\u5728\u8111\u5b50\u91cc\u9762\u901a\u8fc7\u56db\u5219\u8fd0\u7b97\u3001\u6216\u8005\u63a8\u6f14\u5f97\u51fa\u7ed3\u679c\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u5927\u6a21\u578b\u4e0d\u64c5\u957f\u5904\u7406\u9700\u8981\u7cbe\u51c6\u8ba1\u7b97\u7684\u4efb\u52a1\uff0c\u6bd4\u5982\u5206\u6790\u4e00\u5f20\u590d\u6742\u7684Excel\u6570\u636e\u62a5\u8868\u3001\u4ee5\u53ca\u5b8c\u6210\u9ad8\u7ef4\u7684\u6570\u72ec\u6e38\u620f\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u4efb\u52a1\u6bcf\u4e00\u6b65\u90fd\u6d89\u53ca\u5230\u7cbe\u786e\u8ba1\u7b97\uff0c\u5927\u6a21\u578b\u4e00\u6b65\u63a5\u9f99\u51fa\u9519\uff0c\u540e\u9762\u4f1a\u6b65\u6b65\u9519\u3002\u53cd\u89c2\u5176\u4ed6\u4efb\u52a1\uff0c\u6bd4\u5982\u8ba9\u5927\u6a21\u578b\u5199\u8bd7\uff0c\u201c\u50e7__\u6708\u4e0b\u95e8\u201d\u4e2d\u95f4\u586b\u201c\u63a8\u201d\u548c\u201c\u6572\u201d\u90fd\u53ef\u4ee5\uff0c\u65e0\u4f24\u5927\u96c5\uff0c\u5982\u679c\u6ca1\u6709\u5176\u4ed6\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u9650\u5236\u65f6\uff0c\u751a\u81f3\u8fd8\u53ef\u4ee5\u586b\u201c\u5173\u201d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/videopipe.cool\/wp-content\/uploads\/2026\/05\/llm17.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u672c\u6587\u63d0\u5230\u7684\u201c\u601d\u8003\u63a8\u7406\u201d\u662f\u6307\u7c7b\u4f3c\u4eba\u7c7b\u9ad8\u7ea7\u52a8\u7269\u5177\u5907\u7684\u80fd\u529b\uff0c\u5927\u6a21\u578b\u5f53\u7136\u53ef\u4ee5\u201c\u8868\u73b0\u201d\u51fa\u601d\u8003\u63a8\u7406\u8fc7\u7a0b\uff0c\u6bd4\u5982\u5f53\u4f60\u9009\u62e9Thinking\u6a21\u5f0f\uff0c\u5728\u6b63\u5f0f\u8f93\u51fa\u7ed3\u679c\u4e4b\u524d\uff0c\u5b83\u4f1a\u5148\u8f93\u51fa\u4e00\u5927\u6bb5\u6240\u8c13\u7684CoT\uff08Chain Of Thought\uff09\uff0c\u50cf\u662f\u6a21\u578b\u7684\u5185\u5fc3\u620f\uff0c\u4f46\u8fd9\u4ecd\u7136\u662f\u57fa\u4e8e\u6982\u7387\u7edf\u8ba1\u5728\u505a\u6587\u5b57\u63a5\u9f99\uff0c\u5185\u5fc3\u620f\u4f1a\u8fdb\u4e00\u6b65\u4e30\u5bcc\u8f93\u5165Context\uff0c\u6709\u5229\u4e8e\u540e\u9762\u6b63\u5f0f\u8f93\u51fa\u65f6\u7684\u6587\u5b57\u63a5\u9f99\uff0c\u4ece\u800c\u63d0\u5347\u8f93\u51fa\u7ed3\u679c\u7684\u5408\u7406\u6027\uff0c\u8fd9\u4e0e\u4eba\u7c7b\u601d\u8003\u8fc7\u7a0b\u5b8c\u5168\u4e0d\u662f\u4e00\u4e2a\u4e1c\u897f\u3002<\/p>\n\n\n\n<p class=\"has-large-font-size\"><a><\/a>6.&nbsp;<strong>\u5927\u6a21\u578b\u6240\u64c5\u957f\/\u4e0d\u64c5\u957f\u7684\u4efb\u52a1<\/strong><\/p>\n\n\n\n<p>\u6839\u636e\u524d\u9762\u4ecb\u7ecd\u7684\u5927\u6a21\u578b\u5de5\u4f5c\u539f\u7406\uff0c\u5176\u5b9e\u5f88\u597d\u5f52\u7eb3\u5b83\u7684\u4f18\u52a3\u52bf\uff0c\u4ece\u800c\u5224\u65ad\u5b83\u64c5\u957f\u548c\u4e0d\u64c5\u957f\u7684\u4efb\u52a1\uff1a<\/p>\n\n\n\n<p><strong>\u64c5\u957f\u7684\u4efb\u52a1\uff1a<\/strong><\/p>\n\n\n\n<p>(1) \u5199\u6587\u7ae0\u3001\u7f16\u6545\u4e8b\u3001\u5199\u90ae\u4ef6\u3001\u5199\u4ee3\u7801<\/p>\n\n\n\n<p>(2) \u603b\u7ed3\u6587\u7ae0\u3001\u63d0\u53d6\u4fe1\u606f<\/p>\n\n\n\n<p>(3) \u8bed\u8a00\u7ffb\u8bd1\u3001\u53e5\u5b50\u6539\u5199\u6da6\u8272<\/p>\n\n\n\n<p>(4) \u5bf9\u8bdd\u804a\u5929\u3001\u751f\u6210\u8fde\u8d2f\u56de\u590d<\/p>\n\n\n\n<p>(5) \u505a\u65b9\u6848\u3001\u5236\u5b9a\u8ba1\u5212<\/p>\n\n\n\n<p><strong>\u4e0d\u64c5\u957f\u7684\u4efb\u52a1\uff1a<\/strong><\/p>\n\n\n\n<p>(1) \u771f\u6b63\u7684\u56e0\u679c\u63a8\u7406\u548c\u79d1\u5b66\u63a8\u5bfc<\/p>\n\n\n\n<p>(2) \u7cbe\u786e\u8ba1\u7b97\u6216\u903b\u8f91\u63a8\u7406\u9a8c\u8bc1<\/p>\n\n\n\n<p>(3) 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