{"id":9142,"date":"2024-01-29T15:14:47","date_gmt":"2024-01-29T07:14:47","guid":{"rendered":"\/?p=9142"},"modified":"2024-01-29T15:14:47","modified_gmt":"2024-01-29T07:14:47","slug":"prompt-%e5%96%82%e9%a5%ad%e7%ba%a7%e7%b3%bb%e5%88%97%e6%95%99%e7%a8%8b%e5%b0%8f%e7%99%bd%e5%ad%a6%e4%b9%a0%e6%8c%87%e5%8d%97%ef%bc%88%e4%b8%89%ef%bc%89","status":"publish","type":"post","link":"\/?p=9142","title":{"rendered":"Prompt \u5582\u996d\u7ea7\u7cfb\u5217\u6559\u7a0b\u5c0f\u767d\u5b66\u4e60\u6307\u5357\uff08\u4e09\uff09"},"content":{"rendered":"<p>\u672c\u8282\u8bfe\u6211\u4eec\u53ea\u8bb2\u4e00\u4e2a\u77e5\u8bc6\u70b9\uff1atoken<\/p>\n<p>\u4eca\u5929\u6709\u4f4d\u5c0f\u4f19\u4f34\u6765\u95ee\u5c0f\u4e03\u59d0\uff0c\u4e3a\u4ec0\u4e48\u6211\u8f93\u5165\u4e86\u51e0\u8f6e\u5bf9\u8bdd\u4e4b\u540e\uff0cGPT\u4eff\u4f5b\u201c\u5931\u5fc6\u4e86\u201d\uff0c\u5fd8\u8bb0\u4e86\u4e4b\u524d\u7684\u8bbe\u5b9a\uff0c\u6211\u518d\u6b21\u5f3a\u8c03\u4e4b\u540e\uff0c\u8fc7\u51e0\u8f6e\u5b83\u53c8\u4f1a\u5fd8\u8bb0\u5462\uff1f\u800c\u8fd9\u4e2a\u95ee\u9898\u5176\u5b9e\u5728\u65b0\u624b\u65f6\u671f\u975e\u5e38\u5177\u6709\u4ee3\u8868\u6027\uff0c\u5c0f\u4e03\u59d0\u4eca\u5929\u51b3\u5b9a\u628a\u8fd9\u4e2a\u95ee\u9898\u7684\u5e55\u540e\u5143\u51f6 \u201c token \u201d \u63ea\u51fa\u6765\uff0c\u91cc\u91cc\u5916\u5916\u8bb2\u4e2a\u6e05\u695a\u3002<\/p>\n<p>\u672c\u6587\u5927\u6982 4200 \u5b57\uff0c\u9605\u8bfb\u65f6\u95f4 10 \u5206\u949f\uff0c\u4f1a\u8bb2\u4ee5\u4e0b\u51e0\u4e2a\u70b9\uff1a<\/p>\n<p>\u4e00\u3001\u4ec0\u4e48\u662f token<\/p>\n<p>\u4e8c\u3001\u73b0\u5728\u6211\u4eec\u4f7f\u7528\u7684\u5927\u6a21\u578b token \u6709\u54ea\u4e9b\u9650\u5236<\/p>\n<p>\u4e09\u3001\u600e\u4e48\u770b\u6211\u4f7f\u7528\u4e86\u591a\u5c11 token<\/p>\n<p>\u56db\u3001token \u9650\u5236\u5bf9 prompt \u7f16\u5199\u6709\u4ec0\u4e48\u5f71\u54cd<\/p>\n<p>\u4e94\u3001\u57fa\u4e8e\u4e0a\u8ff0\u539f\u7406\u6709\u54ea\u4e9b tips<\/p>\n<p>\u8ba9\u6211\u4eec\u5f00\u59cb\u5427~<\/p>\n<hr \/>\n<p><strong><br \/>\n<\/strong><\/p>\n<h2><strong>\u4e00\u3001\u4ec0\u4e48\u662ftoken<\/strong><\/h2>\n<p>\u5728\u5927\u8bed\u8a00\u6a21\u578b\u9886\u57df\uff0cToken \u901a\u5e38\u7528\u6765\u8868\u793a\u6587\u672c\u6570\u636e\u4e2d\u7684\u4e00\u4e2a\u5355\u5143\u3002\u5728\u4e0d\u540c\u7684\u8bed\u5883\u4e0b\uff0c\u4e00\u4e2a token \u53ef\u80fd\u4ee3\u8868\u4e00\u4e2a\u5b57\u3001\u4e00\u4e2a\u8bcd\uff0c\u6216\u8005\u662f\u4e00\u4e2a\u53e5\u5b50\u3002\u5728\u82f1\u6587\u4e2d\uff0c\u4e00\u4e2a token \u901a\u5e38\u662f\u4e00\u4e2a\u8bcd\u6216\u8005\u662f\u6807\u70b9\u7b26\u53f7\u3002\u5728\u4e00\u4e9b\u6c49\u8bed\u5904\u7406\u7cfb\u7edf\u4e2d\uff0c\u4e00\u4e2a token \u53ef\u80fd\u662f\u4e00\u4e2a\u5b57\uff0c\u4e5f\u53ef\u80fd\u662f\u4e00\u4e2a\u8bcd\u3002Token \u662f\u5904\u7406\u548c\u7406\u89e3\u6587\u672c\u6570\u636e\u7684\u57fa\u672c\u5355\u5143\u3002<\/p>\n<p>\u5728\u6df1\u5ea6\u5b66\u4e60\u7684\u8bed\u8a00\u6a21\u578b\u4e2d\uff0c\u5982 Transformer\uff0c\u8f93\u5165\u7684\u6587\u672c\u9996\u5148\u88ab\u5207\u5206\u6210\u4e00\u7cfb\u5217\u7684 tokens\u3002\u8fd9\u4e9b tokens \u88ab\u8f6c\u6362\u6210\u5411\u91cf\uff0c\u7136\u540e\u88ab\u8f93\u5165\u5230\u795e\u7ecf\u7f51\u7edc\u4e2d\u8fdb\u884c\u5904\u7406\u3002\u56e0\u6b64\uff0c\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0ctoken \u53ef\u4ee5\u88ab\u7406\u89e3\u4e3a\u8bed\u8a00\u6a21\u578b\u63a5\u6536\u548c\u5904\u7406\u7684\u6700\u5c0f\u7684\u4fe1\u606f\u5355\u5143\u3002\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u6bcf\u4e2a  token \u4f1a\u5173\u8054\u4e00\u4e2a\u9884\u6d4b\uff0c\u8fd9\u4e2a\u9884\u6d4b\u53ef\u4ee5\u662f\u4e0b\u4e00\u4e2a token \u7684\u9884\u6d4b\uff0c\u4e5f\u53ef\u4ee5\u662f\u8be5 token \u7684\u5c5e\u6027\u9884\u6d4b\uff0c\u5982\u8bcd\u6027\u3001\u60c5\u611f\u7b49\u3002<\/p>\n<p>\u8bad\u7ec3 token \u7684\u6570\u91cf\u4f1a\u5f71\u54cd\u6a21\u578b\u7684\u6027\u80fd\u548c\u51c6\u786e\u6027\u3002\u66f4\u591a\u7684\u8bad\u7ec3 token \u901a\u5e38\u610f\u5473\u7740\u66f4\u591a\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u8fd9\u53ef\u80fd\u4f1a\u63d0\u5347\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002\u7136\u800c\uff0c\u5904\u7406\u66f4\u591a\u7684 token \u4e5f\u4f1a\u589e\u52a0\u8ba1\u7b97\u7684\u590d\u6742\u6027\u548c\u8ba1\u7b97\u8d44\u6e90\u7684\u9700\u6c42\u3002<\/p>\n<p>\u57fa\u4e8e\u4e0a\u8ff0\u89e3\u91ca\uff0c\u5f88\u591a\u540c\u5b66\u628a token \u7406\u89e3\u4e3a\u4e2d\u6587\u8bed\u4e49\u91cc\u7684\u201c\u5b57\u8282\u201d\uff0c\u5bf9\u4e8e\u8fd9\u79cd\u7406\u89e3\uff0c\u53ea\u80fd\u8bf4\u4ece\u7c7b\u6bd4\u5173\u7cfb\u4e0a\u6709\u4e00\u5b9a\u7684\u76f8\u4f3c\u5ea6\uff0c\u56e0\u4e3a&quot;\u5b57\u8282&quot;\u662f\u8ba1\u7b97\u673a\u5b58\u50a8\u548c\u5904\u7406\u6570\u636e\u7684\u57fa\u672c\u5355\u5143\uff0c\u800c &quot;token&quot; \u5219\u662f\u8bed\u8a00\u6a21\u578b\u5904\u7406\u6587\u672c\u4fe1\u606f\u7684\u57fa\u672c\u5355\u5143\u3002\u4f46\u8fd9\u79cd\u7406\u89e3\u4e0d\u591f\u51c6\u786e\u7684\u5730\u65b9\u5728\u4e8e\uff1a<\/p>\n<p>&quot;Token&quot; \u5728\u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u4f5c\u7528\u6bd4&quot;\u5b57\u8282&quot;\u5728\u8ba1\u7b97\u673a\u4e2d\u7684\u4f5c\u7528\u66f4\u52a0\u590d\u6742\u548c\u591a\u5143\u3002\u5728\u5927\u8bed\u8a00\u6a21\u578b\u4e2d\uff0c&quot; token &quot; \u4e0d\u4ec5\u4ee3\u8868\u6587\u672c\u6570\u636e\u4e2d\u7684\u4e00\u4e2a\u5355\u4f4d\uff0c\u800c\u4e14\u6bcf\u4e2a &quot; token &quot; \u90fd\u53ef\u80fd\u643a\u5e26\u4e86\u4e30\u5bcc\u7684\u8bed\u4e49\u4fe1\u606f\u3002\u6bd4\u5982\uff0c\u5728\u5904\u7406\u4e00\u53e5\u8bdd\u65f6\uff0c&quot; token &quot; \u53ef\u80fd\u8868\u793a\u4e00\u4e2a\u5b57\uff0c\u4e00\u4e2a\u8bcd\uff0c\u751a\u81f3\u4e00\u4e2a\u77ed\u8bed\uff0c\u8fd9\u4e9b\u90fd\u53ef\u4ee5\u88ab\u8ba4\u4e3a\u662f\u8bed\u8a00\u7684\u57fa\u672c\u5355\u5143\u3002\u540c\u65f6\uff0c\u6bcf\u4e2a&quot;token&quot;\u5728\u6a21\u578b\u4e2d\u90fd\u6709\u4e00\u4e2a\u5bf9\u5e94\u7684\u5411\u91cf\u8868\u793a\uff0c\u8fd9\u4e2a\u5411\u91cf\u5305\u542b\u4e86\u8be5&quot;token&quot;\u7684\u8bed\u4e49\u4fe1\u606f\u3001\u53e5\u6cd5\u4fe1\u606f\u7b49\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u5c3d\u7ba1 &quot; token &quot; \u548c&quot;\u5b57\u8282&quot;\u90fd\u662f\u57fa\u672c\u7684\u5904\u7406\u5355\u4f4d\uff0c\u4f46\u662f &quot; token &quot; \u5728\u5927\u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u542b\u4e49\u548c\u4f5c\u7528\u8981\u6bd4&quot;\u5b57\u8282&quot;\u5728\u8ba1\u7b97\u673a\u4e2d\u7684\u542b\u4e49\u548c\u4f5c\u7528\u66f4\u52a0\u4e30\u5bcc\u548c\u590d\u6742\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u5982\u679c\u73b0\u5728\u6b63\u5728\u6d4f\u89c8\u8fd9\u7bc7\u5e16\u5b50\u7684\u4f60\u66fe\u7ecf\u201c\u673a\u7ffb\u201d\u8fc7\u4e00\u4e9b\u6587\u6863\u7684\u8bdd\uff0c\u4f60\u4f1a\u7ecf\u5e38\u770b\u5230 \u201c token \u201d \u88ab\u81ea\u52a8\u7ffb\u8bd1\u5de5\u5177\u7ffb\u8bd1\u4e3a\u201c\u4ee4\u724c\u201d\uff0c\u6211\u4e0d\u77e5\u9053\u4f60\u662f\u5426\u5bf9\u4e8e\u8fd9\u4e00\u7ffb\u8bd1\u611f\u5230\u8fc7\u7591\u60d1\uff0c\u6211\u611f\u5230\u8fc7\uff0c\u6240\u4ee5\u6211\u95ee\u4e86\uff1a<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/FohxA62z7kDsTjgItgF6b2pkmpYJ.png\" alt=\"img\" \/><\/p>\n<h2><strong>\u4e8c\u3001\u4e3a\u4ec0\u4e48\u4f1a\u6709 token<\/strong><\/h2>\n<p>\u8fd9\u90e8\u5206\u5185\u5bb9\u5f15\u7528\u4e86\u77e5\u4e4e\u4f5c\u8005  <strong><a href=\"https:\/\/www.zhihu.com\/people\/jun-wan-70\">\u5361\u5361\u7f57\u7279<\/a><\/strong> \u7684\u4e13\u680f\u6587\u7ae0\uff1a<a href=\"https:\/\/zhuanlan.zhihu.com\/p\/620426699\">ChatGPT \u5b9e\u7528\u6307\u5357\uff08\u4e00\uff09 - \u77e5\u4e4e (<\/a><a href=\"http:\/\/zhihu.com\/\">zhihu.com<\/a><a href=\"https:\/\/zhuanlan.zhihu.com\/p\/620426699\">)<\/a>   \u5185\u5bb9\u8fc7\u4e8e\u5b66\u672f\u6240\u4ee5\u53ea\u505a\u4e86\u8282\u9009\uff0c\u7279\u522b\u611f\u5174\u8da3\u7684\u540c\u5b66\u4e5f\u53ef\u4ee5\u70b9\u8fdb\u53bb\u67e5\u9605\u5b8c\u6574\u6587\u7ae0\uff0c\u5199\u7684\u662f\u975e\u5e38\u597d\u7684\u3002<\/p>\n<p>GPT \u7684\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5230\u4e2d\u6587\u5b57\u7684\u7c92\u5ea6\u5417\uff1f\u6ce8\u610f\uff0cGPT \u4e0d\u4ec5\u4ec5\u80fd\u5904\u7406\u4e2d\u6587\uff0c\u5b83\u8fd8\u80fd\u5904\u7406\u51e0\u4e4e\u4e16\u754c\u4e0a\u6240\u6709\u6d41\u884c\u7684\u81ea\u7136\u8bed\u8a00\u3002\u6240\u4ee5\u8fd9\u544a\u8bc9\u6211\u4eec GPT \u5b9e\u9645\u7684\u8f93\u5165\u548c\u8f93\u51fa\u5e76\u4e0d\u662f\u50cf\u6211\u4eec\u60f3\u8c61\u7684\u6837\u5b50\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u5f15\u5165 <strong>token<\/strong> \u7684\u6982\u5ff5\u3002<strong>token<\/strong> \u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u6700\u7ec6\u7c92\u5ea6\u3002\u7b80\u5355\u70b9\u8bf4\u5c31\u662f\uff0cGPT \u7684\u8f93\u5165\u662f\u4e00\u4e2a\u4e2a\u7684 token\uff0c\u8f93\u51fa\u4e5f\u662f\u4e00\u4e2a\u4e2a\u7684 token\u3002<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/FuEkxAUPxfea0IHLgbz45M8j3DPv.png\" alt=\"img\" \/><\/p>\n<p>GPT \u4e0d\u662f\u9002\u7528\u4e8e\u67d0\u4e00\u95e8\u8bed\u8a00\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u5b83\u9002\u7528\u4e8e\u51e0\u4e4e\u6240\u6709\u6d41\u884c\u7684\u81ea\u7136\u8bed\u8a00\u3002\u6240\u4ee5 GPT \u7684 token \u9700\u8981 <strong>\u517c\u5bb9<\/strong> \u51e0\u4e4e\u4eba\u7c7b\u7684\u6240\u6709\u81ea\u7136\u8bed\u8a00\uff0c\u90a3\u610f\u5473\u7740 GPT \u6709\u4e00\u4e2a\u975e\u5e38\u5168\u7684 token \u8bcd\u6c47\u8868\uff0c\u5b83\u80fd\u8868\u8fbe\u51fa\u6240\u6709\u4eba\u7c7b\u7684\u81ea\u7136\u8bed\u8a00\u3002\u5982\u4f55\u5b9e\u73b0\u8fd9\u4e2a\u76ee\u7684\u5462\uff1f<\/p>\n<p>\u7b54\u6848\u662f\u901a\u8fc7 unicode \u7f16\u7801\u3002<\/p>\n<p>Unicode\uff08\u7edf\u4e00\u7801\u3001\u4e07\u56fd\u7801\u3001\u5355\u4e00\u7801\uff09\u662f\u4e00\u79cd\u5728\u8ba1\u7b97\u673a\u4e0a\u4f7f\u7528\u7684\u5b57\u7b26\u7f16\u7801\u3002Unicode \u662f\u4e3a\u4e86\u89e3\u51b3\u4f20\u7edf\u7684\u5b57\u7b26\u7f16\u7801\u65b9\u6848\u7684\u5c40\u9650\u800c\u4ea7\u751f\u7684\uff0c\u5b83\u4e3a\u6bcf\u79cd\u8bed\u8a00\u4e2d\u7684\u6bcf\u4e2a\u5b57\u7b26\u8bbe\u5b9a\u4e86\u7edf\u4e00\u5e76\u4e14\u552f\u4e00\u7684\u4e8c\u8fdb\u5236\u7f16\u7801\uff0c\u4ee5\u6ee1\u8db3\u8de8\u8bed\u8a00\u3001\u8de8\u5e73\u53f0\u8fdb\u884c\u6587\u672c\u8f6c\u6362\u3001\u5904\u7406\u7684\u8981\u6c42\u3002<\/p>\n<p>\u4f8b\u5982\u4e2d\u6587\u4e2d\u7684 <strong>\u4f60<\/strong> \u5b57\u5bf9\u5e94\u5982\u4e0b unicode \u7f16\u7801\uff1a<\/p>\n<p>\\u4F60<\/p>\n<p>\\u \u8868\u793a\u540e\u9762\u662f\u4e00\u4e2a unicode \u7f16\u7801\uff0c\u5b83\u7528 16 \u8fdb\u5236\u6570\u8868\u793a\u30024F60 \u8f6c\u6362\u6210 10 \u8fdb\u5236\u5bf9\u5e94 20320 \uff0c20320 \u8868\u793a\u5728 unicode \u7f16\u7801\u4e2d\uff0c\u7b2c 20320 \u4e2a\u7f16\u7801\u5bf9\u5e94\u7684\u662f\u5b57\u662f \u4f60 \u3002\u6700\u540e\u5c06 20320 \u8f6c\u6362\u4e3a 2 \u8fdb\u5236\uff0c\u5f97\u5230\u5982\u4e0b\u7ed3\u679c\uff1a<\/p>\n<p>0100 1111 0110 0000<\/p>\n<p>\u6709\u610f\u601d\u7684\u662f\uff0cunicode \u4e0d\u4ec5\u6709\u81ea\u7136\u8bed\u8a00\uff0c\u5b9e\u9645\u4e0a\u4e5f\u5305\u542b emoji \u7b49\u81ea\u7136\u8bed\u8a00\u4e4b\u5916\u7684\u7b26\u53f7\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48 ChatGPT \u80fd\u7406\u89e3\u548c\u56de\u590d emoji \u7684\u539f\u56e0\u3002<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/FlGT1ckB_mvyh4aYqFnpQgkViSXZ.png\" alt=\"img\" \/><\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/FpZbw_19uiXDoDXzhZoMzD3-KS54.png\" alt=\"img\" \/><\/p>\n<p>\u6240\u4ee5\uff0cGPT \u5b9e\u9645\u662f\u5c06\u6211\u4eec\u8f93\u5165\u7684\u6587\u5b57\u8f6c\u6362\u6210 token\uff0c\u7136\u540e\u901a\u8fc7 GPT \u6a21\u578b\u9884\u6d4b token\uff0c\u518d\u5c06 token \u8f6c\u6362\u6210\u6587\u5b57\uff0c\u6700\u540e\u518d\u8f93\u51fa\u7ed9\u6211\u4eec\u3002<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/Ft3RG0ao7JUnaYc83UrbqxOpVONV.png\" alt=\"img\" \/><\/p>\n<p><strong>\u901a\u8fc7 token \u7684\u5b66\u4e60\uff0c\u6211\u4eec\u80fd\u611f\u89c9\u5230 ChatGPT \u7406\u89e3\u6587\u672c\u7684\u65b9\u5f0f\u548c\u4eba\u7c7b\u5e76\u4e0d\u76f8\u540c\uff0c\u5b83\u5728\u4ee5\u81ea\u5df1\u7684\u65b9\u5f0f\u7406\u89e3\u8fd9\u4e2a\u4e16\u754c\u3002<\/strong><\/p>\n<h2><strong>\u4e09\u3001\u73b0\u5728\u6211\u4eec\u4f7f\u7528\u7684\u5927\u6a21\u578b token \u6709\u54ea\u4e9b\u9650\u5236<\/strong><\/h2>\n<p>\u4ece\u5b98\u65b9\u6587\u6863\u53ef\u4ee5\u770b\u5230\u6211\u4eec\u76ee\u524d\u4f7f\u7528\u7684\u6a21\u578b\u6709\u54ea\u4e9b\uff0c\u4ee5\u53ca\u6bcf\u4e2a\u6a21\u578b\u7684 token \u9650\u5236\u3002<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/FpXkfhf-apPo2I-zQB6hSbpmtc1y.png\" alt=\"img\" \/><\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u6700\u76f4\u89c2\u80fd\u611f\u53d7\u5230\u5404\u7c7b\u6a21\u578b token \u9650\u5236\u7684\u5176\u5b9e\u662f poe :<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/FgERv5h4H_y-Cxza0nwKup4rWHGO.png\" alt=\"img\" \/><\/p>\n<p>\u5728\u8fd9\u91cc\u6211\u4eec\u770b\u5230\u768416K\u300132K\u3001100K \u5c31\u662f\u6307 token \u4e0a\u9650\u3002<\/p>\n<p>Claude-2-100 k \u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u4e0a\u9650\u662f 100k Tokens\uff0c\u4e5f\u5c31\u662f 100000 \u4e2atoken<\/p>\n<p>ChatGPT-16 k \u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u4e0a\u9650\u662f 16k Tokens\uff0c\u4e5f\u5c31\u662f 16000 \u4e2atoken<\/p>\n<p>ChatGPT-4-32 k \u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u4e0a\u9650\u662f 32k Tokens\uff0c\u4e5f\u5c31\u662f 32000 \u4e2atoken<\/p>\n<p>\u4f46\u4f3c\u4e4e\u5f88\u591a\u5c0f\u4f19\u4f34\u4e0d\u7406\u89e3\u8fd9\u4e2a\u9650\u5236\u5177\u4f53\u5f71\u54cd\u5728\u54ea\u4e9b\u65b9\u9762\u3002\u6240\u4ee5\u6211\u66ff\u4f60\u4eec\u95ee\u4e86\u4e00\u4e0b GPT\uff08\u771f\u4e0d\u61c2\u4f60\u4eec\u4e3a\u4ec0\u4e48\u4e0d\u81ea\u5df1\u95ee\/\u624b\u52a8\u72d7\u5934\uff09<\/p>\n<p>\u4ece\u56de\u7b54\u53ef\u4ee5\u770b\u51fa\uff0c\u8fd9\u4e2a token \u9650\u5236\u662f\u540c\u65f6\u5bf9\u4e0b\u8ff0\u4e24\u8005\u751f\u6548\u7684\uff1a<\/p>\n<p>1\u3001\u4e00\u6b21\u6027\u8f93\u5165<\/p>\n<p>2\u3001\u4e00\u6b21\u5bf9\u8bdd\u7684\u603b\u4f53\u4e0a\u4e0b\u6587\u957f\u5ea6\uff0c\u503c\u5f97\u6ce8\u610f\u7684\u662f\u8fd9\u4e2a\u957f\u5ea6\u4e0d\u662f\u8fbe\u5230\u4e0a\u9650\u5c31\u505c\u6b62\u5bf9\u8bdd\uff0c\u800c\u662f\u9057\u5fd8\u6700\u524d\u9762\u7684\u5bf9\u8bdd\uff0c\u4f60\u53ef\u4ee5\u7406\u89e3\u4e3a\u9c7c\u7684\u8bb0\u5fc6\u53ea\u6709 7 \u79d2\uff0c\u7b2c 8 \u79d2\u7684\u65f6\u5019\u4ed6\u4f1a\u5fd8\u8bb0\u7b2c 1 \u79d2\u7684\u4e8b\uff0c\u7b2c 9 \u79d2\u7684\u65f6\u5019\u2026\u2026\uff08\u67d0\u4e9b\u540c\u5b66\u662f\u4e0d\u662f\u604d\u7136\u5927\u609f\u4e86\uff09<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/FqdLvFPFrcaVvXK67DkevZZRFTVk.png\" alt=\"img\" \/><\/p>\n<h2><strong>\u56db\u3001\u600e\u4e48\u770b\u6211\u4f7f\u7528\u4e86\u591a\u5c11 token<\/strong><\/h2>\n<p>\u5982\u679c\u6211\u4eec\u60f3\u8981\u76f4\u89c2\u7684\u67e5\u770b GPT \u662f\u5982\u4f55\u5207\u5206 token \u7684\u8bdd\uff0c<\/p>\n<p>\u6211\u4eec\u53ef\u4ee5\u6253\u5f00\uff1a<a href=\"https:\/\/platform.openai.com\/tokenizer\">https:\/\/platform.openai.com\/tokenizer<\/a><\/p>\n<p>\u5728\u4e0b\u56fe\u53ef\u4ee5\u770b\u5230\u5b9e\u65f6\u751f\u6210\u7684 tokens \u6d88\u8017\u548c\u5bf9\u5e94\u5b57\u7b26\u6570\u91cf<\/p>\n<p>\u8bf7\u6ce8\u610f\uff0c\u8fd9\u4e2a\u7f51\u7ad9\u4ec5\u7528\u4e8e gpt3 \u5bf9\u4e8e token \u7684\u8ba1\u7b97\uff0c\u65b9\u4fbf\u6211\u4eec\u7406\u89e3\u6982\u5ff5\u3002\u800c\u76ee\u524d\u6211\u4eec\u6240\u4f7f\u7528\u7684 3.5 \u548c 4.0 \u91c7\u7528\u7684\u5df2\u7ecf\u662f\u53e6\u4e00\u79cd\u7f16\u7801\u65b9\u5f0f\uff0c\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e2a\u5de5\u5177\u6d4b\u7b97\u7684\u7ed3\u679c\u4e0d\u4e00\u5b9a\u51c6\u786e\uff0c\u6240\u4ee5\u4e0d\u80fd\u628a\u5b83\u5f53\u505a\u76ee\u524d\u7684token\u8ba1\u7b97\u5de5\u5177\u6765 100% \u53c2\u8003\u3002\uff08GPT3 \u7528\u7684\u7f16\u7801\u662fp50k\/r50k\uff0cGPT3.5 \u662f cl100K_base\uff09<\/p>\n<p><img src=\"https:\/\/lemon-guess.oss-cn-hangzhou.aliyuncs.com\/img\/FvelWcQemBqfYu_QIvdaXFucCSOO.png\" alt=\"img\" \/><\/p>\n<p>\u5728\u8fd9\u91cc\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u82f1\u6587\u7684 token \u5360\u7528\u76f8\u5bf9\u4e8e\u4e2d\u6587\u662f\u975e\u5e38\u5c11\u7684\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u5f88\u591a\u4e2d\u6587\u957f prompt \u4f1a\u88ab\u5efa\u8bae\u7ffb\u8bd1\u6210\u82f1\u6587\u8bbe\u5b9a\uff0c\u4e2d\u6587\u8f93\u51fa\u7684\u539f\u56e0\u3002<\/p>\n<h2><strong>\u4e94\u3001token\u9650\u5236\u5bf9prompt\u7f16\u5199\u6709\u4ec0\u4e48\u5f71\u54cd<\/strong><\/h2>\n<p>\u5f53\u4f60\u7406\u89e3\u4e86\u524d\u9762\u7684\u4e00\u3001\u4e8c\u3001\u4e09\u4e4b\u540e\uff0c\u8fd9\u4e2a\u95ee\u9898\u7684\u7b54\u6848\u5e94\u8be5\u5df2\u7ecf\u5728\u4f60\u8111\u5b50\u91cc\u6709\u96cf\u5f62\u4e86\uff1a<\/p>\n<p>1\u3001\u7406\u89e3 token \u9650\u5236\uff0c\u5f62\u6210\u201c\u5f53\u524d\u6d88\u8017\u4e86\u591a\u5c11 token \u201d\u7684\u81ea\u7136\u4f53\u611f\uff0c\u663e\u7136\u4f1a\u6709\u5229\u4e8e\u4f60\u5728\u8fde\u7eed\u5bf9\u8bdd\u7684\u65f6\u5019\u628a\u63e1\u4e00\u6b21\u6709\u6548\u8bb0\u5fc6\u7684\u957f\u5ea6\u3002\u8fd9\u6837\u4f60\u5c31\u4e0d\u4f1a\u50bb\u4e4e\u4e4e\u5728\u8d85\u8fc7 9000 token \u7684\u65f6\u5019\u8fd8\u5728\u7ee7\u7eed\u95ee\u6700\u521d\u7684\u95ee\u9898\uff0c\u7136\u540e\u5f97\u5230\u4e00\u4e2a\u5931\u5fc6\u7684\u56de\u7b54\uff0c\u81ea\u5df1\u4e5f\u5f88\u61f5\u3002<\/p>\n<p>2\u3001\u7f16\u5199 prompt \u7684\u65f6\u5019\u4f60\u9700\u8981\u73cd\u60dc\u4f60\u7684 tokens\uff0c\u5c3d\u53ef\u80fd\u79c9\u627f\u5965\u5361\u59c6\u5243\u5200\u539f\u7406\uff0c\u80fd\u4e0d\u591a\u8bf4\u4e00\u53e5\u5e9f\u8bdd\u5c31\u4e0d\u591a\u8bf4\u4e00\u53e5\uff0c\u53e5\u5b50\u3001\u63aa\u8f9e\uff0c\u90fd\u503c\u5f97\u7cbe\u7b80\u3002\u5c24\u5176\u662f\u5728\u8fde\u7eed\u591a\u8f6e\u5bf9\u8bdd\u4e2d\uff0c\u7cbe\u7b80\u6709\u6548\u7684\u8868\u8fbe\u4e60\u60ef\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002<\/p>\n<h2>\u516d\u3001\u57fa\u4e8e\u4e0a\u8ff0\u539f\u7406\u6709\u54ea\u4e9b tips<\/h2>\n<p>1\u3001\u719f\u7ec3\u4f7f\u7528\u4e2d\u82f1\u6587\u5207\u6362\u3002prompt \u672c\u8eab\u592a\u957f\u4e86\u7684\u8bdd\uff0c\u5efa\u8bae\u7528\u82f1\u6587\u8bbe\u5b9a\uff0c\u8981\u6c42\u5b83\u7528\u4e2d\u6587\u8f93\u51fa\u5373\u53ef\uff0c\u8fd9\u6837\u4e00\u6765\u53ef\u4ee5\u628a\u7701\u51fa\u6765\u7684 token \u7559\u7ed9\u66f4\u591a\u6b21\u6570\u7684\u5bf9\u8bdd\u3002<\/p>\n<p>2\u3001\u4e86\u89e3\u4e00\u4e9b\u672c\u8eab\u5c31\u81ea\u5e26\u65b9\u6cd5\u8bba\u7684\u82f1\u6587\u77ed\u8bed\u6216\u8005\u53e5\u5b50\uff0c\u5f88\u591a\u65f6\u5019\u4f60\u53ea\u8981\u63d0\u5230\u8fd9\u4e2a\u8bcd\uff0cGPT \u5c31\u77e5\u9053\u4f60\u6307\u7684\u662f\u4ec0\u4e48\u610f\u601d\uff0c\u800c\u4e0d\u7528\u5199\u4e00\u4e2a\u81ea\u7136\u6bb5\u6765\u63cf\u8ff0\u4f60\u9700\u8981\u7684\u8fd9\u4e2a\u65b9\u6cd5\uff0c\u4f8b\u5982\uff1a\u201c Chain of thought \u201d<\/p>\n<p>\u6700\u540e\uff1a<\/p>\n<p>\ud83e\udd14\ufe0f \u90a3\u4f60\u6709\u6ca1\u6709\u60f3\u8fc7\uff0c\u8fd9\u4e9b\u516c\u53f8\u4e3a\u4ec0\u4e48\u4e0d\u628a token \u9650\u5236\u653e\u9ad8\u4e00\u70b9\u5462\uff1f\u5927\u4e0d\u4e86\u6bd4 GPT-4 API \u4ef7\u683c\u518d\u9ad8\u4e00\u70b9\u5457\uff0c\u54b1\u4e3a\u4e86\u826f\u597d\u7684\u4f53\u9a8c\uff0c\u4e5f\u4e0d\u662f\u4e0d\u613f\u610f\u82b1\u94b1\u3002\u5176\u5b9e\u4e0d\u662f OpenAI\u3001Google \u4e0d\u60f3\uff0c\u800c\u662f\u4ed6\u4eec <strong>\u4e0d\u80fd<\/strong>\u3002<\/p>\n<p>\u5373\u4f7f Claude 2.0 \u58f0\u79f0\u80fd\u63a5\u53d7 10 \u4e07 tokens\uff08\u7ea6\u7b49\u4e8e 5 \u4e07\u6c49\u5b57\uff09\uff0c\u4f60\u5b9e\u9645\u53bb\u7528\u5c31\u4f1a\u53d1\u73b0\uff0c\u5b83\u5176\u5b9e\u4e5f\u8bb0\u4e0d\u6e05 10 \u4e07 tokens \u90a3\u4e48\u591a\u3002<\/p>\n<p>GPT \u672c\u8d28\u662f\u6587\u5b57\u63a5\u9f99\uff0c\u6839\u636e\u8fc7\u5f80 token \u5e8f\u5217\u63a8\u6d4b\u4e0b\u4e00\u4e2a\u6700\u6709\u53ef\u80fd\u7684 token \u662f\u4ec0\u4e48<\/p>\n<p>\u2b07\ufe0f \u8fc7\u5f80 token 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