{"id":1515,"date":"2024-05-18T19:33:44","date_gmt":"2024-05-18T19:33:44","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1515"},"modified":"2024-05-18T19:34:03","modified_gmt":"2024-05-18T19:34:03","slug":"ruheliyongchatgptjinxingfanyi-jingzhunfanyipian","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/ruheliyongchatgptjinxingfanyi-jingzhunfanyipian.html","title":{"rendered":"\u5982\u4f55\u5229\u7528ChatGPT\u8fdb\u884c\u7ffb\u8bd1&#8211;\u7cbe\u51c6\u7ffb\u8bd1\u7bc7"},"content":{"rendered":"<h2 data-id=\"heading-0\"><strong>\u80cc\u666f<\/strong><\/h2>\n<p>\u57fa\u4e8echatGPT\u6765\u505a\u7ffb\u8bd1\uff0c\u4e0d\u662f\u4ec0\u4e48\u65b0\u9c9c\u4e8b\uff0c\u5982\u679c\u4f60\u6709\u4f7f\u7528chatGPT\u7684\u4e60\u60ef\uff0c\u5f88\u53ef\u80fd\u4f60\u5df2\u7ecf\u5728\u4f7f\u7528chatGPT\u8fdb\u884c\u7ffb\u8bd1\u3002\u4f46\u672c\u6b21\u8ba8\u8bba\u7684\uff0c\u6216\u8005\u8bf4AI\u7ffb\u8bd1\u9700\u8981\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u548c\u6211\u4eec\u5e73\u5e38\u7406\u89e3\u7684\u7ffb\u8bd1\u6709\u6240\u4e0d\u540c\u3002<\/p>\n<p>\u6211\u4eec\u9700\u8981\u7ffb\u8bd1\u7684\u5185\u5bb9\u662f\u6e38\u620f\u5185\u9053\u5177\u3001\u7269\u54c1\u3001\u4efb\u52a1\u3001\u6280\u80fd\u3001\u5bf9\u8bdd\u3001\u80cc\u666f\u4ecb\u7ecd\u7b49\u6e38\u620f\u5185\u5bb9\u7684\u6587\u6848\u7ffb\u8bd1\uff0c\u8fd9\u79cd\u7ffb\u8bd1<code>\u5bf9\u4e8e\u7ffb\u8bd1\u8d28\u91cf\u3001\u672c\u5730\u5316\u7a0b\u5ea6\u90fd\u6709\u975e\u5e38\u9ad8\u7684\u8981\u6c42\uff0c\u56e0\u4e3a\u8fd9\u5df2\u7ecf\u53ef\u4ee5\u5b9a\u4e49\u4e3a\u6838\u5fc3\u8d44\u4ea7<\/code>\u3002\u57fa\u4e8e\u6b64\uff0c\u6211\u4eec\u9700\u8981\u5bf9GPT\u6709\u9488\u5bf9\u6027\u7684\u4f18\u5316\uff0c\u624d\u80fd\u8fbe\u6210\u6211\u4eec\u7684\u76ee\u7684\u3002\u6545\uff0c\u672c\u6b21\u8ba8\u8bba\u7684\u7ffb\u8bd1\uff0c\u662f<code>\u8d28\u91cf\u9ad8\u3001\u672c\u5730\u5316\u7a0b\u5ea6\u9ad8\u7684\u7cbe\u51c6\u7ffb\u8bd1\u3002<\/code><\/p>\n<h2 data-id=\"heading-1\"><strong>\u95ee\u9898&amp;\u96be\u70b9<\/strong><\/h2>\n<p>\u5c3d\u7ba1\u6211\u4eec\u4f7f\u7528\u4e86GPT\uff0c\u52a0\u4e0a\u81ea\u5df1\u7684\u4e00\u4e9b\u4f18\u5316\u548c\u65b9\u6cd5\u8bba\uff0c\u7ffb\u8bd1\u6548\u679c\u6709\u660e\u663e\u63d0\u5347\u3002\u4f46\u6bd4\u8f83\u9057\u61be\u7684\u662f\uff0c\u6211\u4eec\u4e0d\u5f97\u4e0d\u5f97\u51fa\uff0c\u76ee\u524d\u7eaf\u673a\u7ffb\u4f9d\u7136\u65e0\u6cd5\u66ff\u4ee3\u4e13\u4e1a\u7ffb\u8bd1\u8fd9\u6837\u5b50\u7684\u7ed3\u679c\u3002\u4e3b\u8981\u6709\u4ee5\u4e0b\u4e00\u4e9b\u95ee\u9898\u548c\u96be\u70b9\u3002<\/p>\n<p><strong>\u4e00\u3001\u524d\u540e\u7ffb\u8bd1\u4e0d\u4e00\u81f4\u3002<\/strong><\/p>\n<p>\u5bf9\u4e8e\u540c\u6837\u4e00\u4e2a\u8bcd\u8bed\uff0c\u5728\u591a\u4e2a\u8bed\u6599\u4e2d\u91cd\u590d\u51fa\u73b0\uff0c\u4f46GPT\u6bcf\u6b21\u7ffb\u8bd1\u90fd\u4e0d\u4e00\u81f4\u3002<\/p>\n<p><strong>\u4e8c\u3001\u7ffb\u8bd1\u7684\u51c6\u786e\u7387\uff0c\u600e\u4e48\u63d0\u5347\uff1f<\/strong><\/p>\n<p>\u5982\u679c\u53ea\u544a\u8bc9GPT\u4f60\u9700\u8981\u7ffb\u8bd1\uff0c\u90a3\u4e48\u51c6\u786e\u7387\u5176\u5b9e\u548c\u901a\u7528\u7684\u7ffb\u8bd1\u5de5\u5177\u7684\u51c6\u786e\u7387\uff0c\u6ca1\u6709\u592a\u5927\u5dee\u522b\uff0c\u5982\u4f55\u53d1\u6325\u51faGPT\u7684\u4f18\u52bf\uff1f<\/p>\n<p><strong>\u4e09\u3001GPT\u673a\u7ffb\u7684\u6548\u679c\uff0c\u600e\u4e48\u5feb\u901f\u8bc4\u5b9a\uff1f<\/strong><\/p>\n<p>\u5f53\u6211\u4eec\u5c1d\u8bd5\u4f7f\u7528GPT\u6765\u505a\u7ffb\u8bd1\u5de5\u5177\uff0c\u90a3\u4e48\u5b83\u7ffb\u8bd1\u7684\u7ed3\u679c\u5982\u4f55\uff1f\u6211\u4eec\u6bcf\u6b21\u7684\u8c03\u6574\uff0c\u6548\u679c\u5982\u4f55\uff1f\u7ffb\u8bd1\u8d28\u91cf\u8bc4\u5b9a\u7684\u901f\u5ea6\uff0c\u51b3\u5b9a\u4e86\u4f60\u8c03\u4f18\u7684\u901f\u5ea6\u3002<\/p>\n<h2 data-id=\"heading-2\"><strong>\u89e3\u51b3\u95ee\u9898\u7684\u65b9\u6cd5\u8bba<\/strong><\/h2>\n<p><strong>\u4e00\u3001\u524d\u540e\u7ffb\u8bd1\u4e0d\u4e00\u81f4\u3002<\/strong><\/p>\n<p><strong>1\u3001\u672f\u8bed<\/strong><\/p>\n<p>\u5728\u7ffb\u8bd1\u4e2d\uff0c\u6709\u4e2a\u540d\u8bcd\u2013\u3010\u672f\u8bed\u3011\uff0c\u6307\u5c06\u67d0\u4e2a\u8bcd\u8bed\u56fa\u5b9a\u7ffb\u8bd1\u6210\u67d0\u4e2a\u8bcd\u3002\u90a3\u4e48\u8fd9\u91cc\u53c8\u4f1a\u5ef6\u4f38\u51fa\u4e24\u4e2a\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u5982\u4f55\u5feb\u901f\u786e\u5b9a\u54ea\u4e9b\u8bcd\u8981\u4f5c\u4e3a\u672f\u8bed<\/li>\n<li>\u5982\u4f55\u8ba9GPT\u77e5\u9053\u672f\u8bed\u7684\u5b58\u5728<\/li>\n<\/ul>\n<p>\u5c06\u5f85\u7ffb\u8bd1\u5185\u5bb9\uff0c\u8fdb\u884c\u5206\u8bcd\uff08\u7528\u5f00\u6e90\u5206\u8bcd\u5de5\u5177\uff09\u4e4b\u540e\uff0c\u7edf\u8ba1\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u9891\uff0c\u4e4b\u540e\u5c06\u8bcd\u9891\u8f83\u9ad8\u7684\u548c\u8bcd\u8bed\u9700\u8981\u7279\u6b8a\u7ffb\u8bd1\u7684\u4f5c\u4e3a\u672f\u8bed\uff0c\u4e4b\u540e\u7531\u4e13\u4e1a\u7ffb\u8bd1\u4eba\u5458\u7ffb\u8bd1\u6210\u5bf9\u5e94\u8bed\u8a00\uff0c\u5373\u4e3a\u672f\u8bed\u3002<\/p>\n<p>\u8fd9\u91cc\u6211\u4f7f\u7528\u7684\u662fjieba\u5206\u8bcd\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">github.com\/wangbin\/jiebago<\/span>\n<\/code><\/pre>\n<p>\u5728\u5927\u6279\u91cf\u7684\u7ffb\u8bd1\u4e2d\uff0c\u5206\u8bcd\u5b8c\u5b9a\u51fa\u672f\u8bed\u8868\uff0c\u90a3\u4e48\u8fd9\u4e2a\u672f\u8bed\u8868\u5176\u5b9e\u4e5f\u633a\u5927\u7684\uff0c\u5c11\u7684\u51e0\u767e\u4e2a\uff0c\u591a\u7684\u4e0a\u5343\uff0c\u53d6\u51b3\u4e8e\u4f60\u7684\u8bed\u6599\u591a\u5c11\u3002\u90a3\u4e48\uff0c\u5982\u6b64\u5e9e\u5927\u7684\u8bcd\u5e93\u90fd\u4f5c\u4e3a\u63d0\u793a\u8bcd\uff0c\u5728prompt\u4e2d\u7ed9\u5230GPT\uff0c\u660e\u663e\u662f\u4e0d\u53ef\u884c\u7684\u3002\u6240\u4ee5\uff0c\u6211\u4eec\u91c7\u7528\u7684\u662f\uff0c\u5f53\u9700\u8981\u7ffb\u8bd1\u7684\u8bed\u6599\u4e2d\u6709\u51fa\u73b0\u672f\u8bed\u8868\u4e2d\u7684\u8bcd\u8bed\u65f6\uff0c\u624d\u5c06\u8fd9\u4e2a\u8bcd\u8bed\u4f5c\u4e3a\u672f\u8bed\uff0c\u5728prompt\u4e2d\u7ed9\u5230GPT\u3002\u5927\u6982\u7684\u5f62\u5f0f\u5982\u4e0b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">css<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-css code-block-extension-codeShowNum\" lang=\"css\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">\u4ee5\u4e0b\u4e3a\u4e13\u6709\u540d\u8bcd\uff1a<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">\u9047\u5230<span class=\"hljs-selector-attr\">[%s]<\/span>\u8bf7\u7ffb\u8bd1\u6210<span class=\"hljs-selector-attr\">[%s]<\/span><\/span>\n<\/code><\/pre>\n<p><strong>2\u3001\u4e0a\u4e0b\u6587<\/strong><\/p>\n<p>\u7531\u524d\u9762\u53ef\u77e5\uff0c\u5b9a\u672f\u8bed\u5176\u5b9e\u4e0d\u662f\u4e00\u4ef6\u5bb9\u6613\u7684\u4e8b\uff0c\u9700\u8981\u6709\u4eba\u5de5\u7684\u53c2\u4e0e\u3002\u662f\u5426\u6709\u5176\u5b83\u66f4\u667a\u80fd\u7684\u65b9\u6cd5\u6765\u89e3\u51b3\u95ee\u9898\u5462\uff1f\u7b54\u6848\u5c31\u662f\u4e0a\u4e0b\u6587\uff0c\u4e8b\u5b9e\u4e0a\uff0c\u4e0d\u4ec5\u4ec5\u662f\u7ffb\u8bd1\uff0cGPT\u51e0\u4e4e\u6240\u6709\u7684\u5e94\u7528\u573a\u666f\u90fd\u53ef\u4ee5\u7528\u4e0a\u4e0b\u6587\u6765\u63d0\u5347\u6548\u679c\u3002<\/p>\n<p>\u90a3\u4e48\u4f55\u4e3a\u4e0a\u4e0b\u6587\u5462\uff1f\u5728\u4e2d\u8bd1\u82f1\u7684\u7ffb\u8bd1\u573a\u666f\u4e2d\uff0c\u6211\u4e3e\u4e2a\u4f8b\u5b50\u5427\u3002\u5047\u8bbe\u4f60\u6709\u4e00\u6279\u65e7\u8bed\u6599\uff0c\u5176\u4e2d\u6709\uff0c\u3010\u9ec4\u767d\u4e4b\u672f\u3011-&gt;\u3010Midas Touch\u3011\u3002\u90a3\u4e48\u73b0\u5728\u6709\u4e00\u4e2a\u8bed\u6599\uff1a\u3010\u9ec4\u767d\u4e4b\u672f\u4e0d\u662f\u4e07\u80fd\u7684\uff0c\u8fd8\u9700\u8981\u4e00\u4e9b\u5176\u5b83\u7684\u529e\u6cd5\u3002\u3011\uff0c\u8fd9\u4e2a\u600e\u4e48\u4fdd\u8bc1\u3010\u9ec4\u767d\u4e4b\u672f\u3011\u6309\u7167\u4e4b\u524d\u7684\u7ffb\u8bd1\u7ed3\u679c\u6765\u7ffb\u8bd1\u5462\uff1f\u6700\u597d\u7684\u65b9\u6cd5\u5c31\u662f\u901a\u8fc7\u5c06\u3010\u9ec4\u767d\u4e4b\u672f\u3011\u7684\u7ffb\u8bd1\u7ed3\u679c\u5f53\u6210\u4e0a\u4e0b\u6587\uff0c\u5982\u4e0b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">arduino<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-arduino code-block-extension-codeShowNum\" lang=\"arduino\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">curl https:<span class=\"hljs-comment\">\/\/api.openai.com\/v1\/chat\/completions <\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">  -H \"Content-Type: application\/json\" <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">  -H \"Authorization: Bearer $OPENAI_API_KEY\" <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">  -d '{<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">    <span class=\"hljs-string\">\"model\"<\/span>: <span class=\"hljs-string\">\"gpt-3.5-turbo\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    <span class=\"hljs-string\">\"messages\"<\/span>: [<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">      {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">        <span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"system\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">        <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"Please translate the following into English.\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">      },<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">      {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">        <span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"user\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">        <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"\u9ec4\u767d\u4e4b\u672f\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">      },<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">      {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">        <span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"system\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">        <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"Midas Touch\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\">      },<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">      {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">        <span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"user\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\">        <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"\u9ec4\u767d\u4e4b\u672f\u4e0d\u662f\u4e07\u80fd\u7684\uff0c\u8fd8\u9700\u8981\u4e00\u4e9b\u5176\u5b83\u7684\u529e\u6cd5\u3002\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"22\">      }<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"23\">    ]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"24\">  }'<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"25\"><\/span>\n<\/code><\/pre>\n<p>\u4ee5\u4e0a\uff0c\u5c31\u53ef\u4ee5\u8ba9GPT\u77e5\u9053\u3010\u9ec4\u767d\u4e4b\u672f\u3011\u7684\u7ffb\u8bd1\u5df2\u7ecf\u56fa\u5b9a\uff0c\u53c2\u7167\u4e4b\u524d\u7ffb\u8bd1\u5373\u53ef\u3002\u4f46\uff0c\u8fd9\u53c8\u5f15\u51fa\u4e86\u4e00\u4e2a\u65b0\u95ee\u9898\uff1a\u6211\u600e\u4e48\u77e5\u9053\u5f85\u7ffb\u8bd1\u7684\u8bed\u6599\u3010\u9ec4\u767d\u4e4b\u672f\u4e0d\u662f\u4e07\u80fd\u7684\uff0c\u8fd8\u9700\u8981\u4e00\u4e9b\u5176\u5b83\u7684\u529e\u6cd5\u3002\u3011\uff0c\u5728\u5df2\u6709\u7684\u65e7\u8bed\u6599\u4e2d\uff0c\u5df2\u6709\u3010\u9ec4\u767d\u4e4b\u672f\u3011<\/p>\n<p>\u8fd9\u4e2a\u7ffb\u8bd1\u5462\uff1f\u8fd9\u91cc\u5c31\u9700\u8981\u5f15\u5165\u4e24\u4e2a\u6982\u5ff5\uff1a<\/p>\n<ul>\n<li>Embeddings\uff1a\u8be6\u60c5\u53ef\u4ee5\u770bGPT\u5b98\u65b9\u7684\u6587\u6863(<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fplatform.openai.com%2Fdocs%2Fapi-reference%2Fembeddings\" target=\"_blank\" title=\"https:\/\/platform.openai.com\/docs\/api-reference\/embeddings\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">platform.openai.com\/docs\/api-re\u2026<\/a>)\u3002\u8bf4\u767d\u4e86\u5c31\u662f\u6240\u6709\u7684\u6587\u672c\u90fd\u53ef\u4ee5\u8f6c\u6362\u51fa\u4e00\u4e2a\u5411\u91cf\u503c\uff0c\u8fd9\u4e2a\u5411\u91cf\u503c\u5728GPT\u4e2d\uff0c\u75311536\u4e2a\u6d6e\u70b9\u6570\u7ec4\u6210\u7684\u6570\u7ec4\u8868\u793a\u3002<\/li>\n<li>\u5411\u91cf\u6570\u636e\u5e93\uff1a\u5e38\u89c1\u7684\u6709PostgreSQL&nbsp;\u3001Qdrant\u7b49\u3002\u53ef\u4ee5\u5b58\u50a8\u5411\u91cf\u503c\uff0c\u5e76\u4e14\u53ef\u4ee5\u68c0\u7d22\u67d0\u4e2a\u5411\u91cf\u503c\u4e0e\u6570\u636e\u5e93\u4e2d\u5df2\u6709\u7684\u5411\u91cf\u7684\u5173\u7cfb\u3002<\/li>\n<\/ul>\n<p>\u9664\u4e86\u65e7\u6709\u5df2\u77e5\u7ffb\u8bd1\u7684\u8bed\u6599\u53ef\u4ee5\u5f53\u505a\u4e0a\u4e0b\u6587\u610f\u5916\uff0c\u4e3a\u4e86\u4fdd\u6301\u6bcf\u6b21\u7ffb\u8bd1\u7684\u524d\u540e\u4e00\u81f4\uff0c\u5176\u5b9e\u4e5f\u53ef\u4ee5\u628a\u5148\u673a\u7ffb\u51fa\u6765\u7684\u7ed3\u679c\uff0c\u5f53\u505a\u4e0a\u4e0b\u6587\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u5982\u679c\u3010\u9ec4\u767d\u4e4b\u672f1\u3011\u5148\u8fdb\u884c\u673a\u7ffb\u88ab\u7ffb\u8bd1\u6210\u3010Midas Touch1\u3011\uff0c\u90a3\u4e48\u5728\u7ffb\u8bd1\u3010\u9ec4\u767d\u4e4b\u672f2\u3011\u65f6\uff0c\u4e5f\u53ef\u4ee5\u5c06\u3010\u9ec4\u767d\u4e4b\u672f1\u3011\u7684\u7ffb\u8bd1\u7ed3\u679c\u4f5c\u4e3a\u4e0a\u4e0b\u6587\uff0c\u8fd9\u6837\u5b50\u5c31\u53ef\u4ee5\u4fdd\u8bc1\u524d\u540e\u7ffb\u8bd1\u4e00\u81f4\u3002<\/p>\n<p><strong>3\u3001\u70ed\u5ea6\/\u6982\u7387<\/strong><\/p>\n<p>\u5982\u679c\u4e86\u89e3GPT\u7684\u57fa\u7840\u539f\u7406\uff0c\u5f88\u5bb9\u6613\u5c31\u77e5\u9053\uff0cGPT\u5176\u5b9e\u662f\u4e2a\u6587\u672c\u63a5\u9f99\u6e38\u620f\uff0c\u5b83\u6839\u636e\u5df2\u6709\u7684\u6587\u672c\uff0c\u63a8\u7b97\u51fa\u4e0b\u4e2a\u5b57\u51fa\u73b0\u6982\u7387\u6700\u5927\u7684\u6587\u672c\u96c6\u3002\u7136\u540e\u518d\u8ddf\u4f60\u4f20\u53c2\u7684\u70ed\u5ea6\/\u6982\u7387\uff1atemperature\u6216top_p\u4ece\u6587\u672c\u96c6\u4e2d\u7ed9\u51fa\u6700\u7ec8\u4e00\u4e2a\u7ed3\u679c\uff0c\u4e4b\u540e\uff0c\u5faa\u73af\u8fd9\u4e2a\u8fc7\u7a0b\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/ee87a7b9bd9ac65f8e2e5435335a7176.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u7531\u4e0a\u53ef\u77e5\uff0c\u5728\u7ffb\u8bd1\u7684\u573a\u666f\uff0c\u5982\u679c\u60f3\u5c3d\u53ef\u80fd\u4fdd\u6301\u524d\u540e\u7684\u7ffb\u8bd1\u4e00\u81f4\uff0c\u4ee5temperature\u4e3a\u4f8b\uff0c\u5219\u662f\u5c3d\u91cf\u4f4e\u4e3a\u597d\u3002\u63a8\u8350\u4e3a0.1\u4ee5\u4e0b\u3002<\/p>\n<h3 data-id=\"heading-3\"><strong>\u4e8c\u3001\u7ffb\u8bd1\u7684\u51c6\u786e\u7387\uff0c\u600e\u4e48\u63d0\u5347\uff1f<\/strong><\/h3>\n<p><strong>1\u3001prompt\u4f18\u5316<\/strong><\/p>\n<p>\u5728\u6240\u6709GPT\u7684\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u5927\u5bb6\u90fd\u5728\u8bf4prompt\u4f18\u5316\uff0c\u90fd\u77e5\u9053\u8981\u4f18\u5316prompt\u3002\u4f46\u662f\uff0c\u5f88\u5c11\u4eba\u4f1a\u544a\u8bc9\u4f60\uff0c\u5e94\u8be5\u600e\u4e48\u4f18\u5316\uff0c\u4f18\u5316\u5230\u4ec0\u4e48\u7a0b\u5ea6\uff0c\u600e\u4e48\u9a8c\u8bc1\u6548\u679c\u3002\u5bf9\u4e8e\u8fd9\u4e2a\uff0c\u6211\u6709\u4ee5\u4e0b\u4e00\u4e9b\u65b9\u6cd5\uff1a<\/p>\n<ul>\n<li>\u7ed9\u4f8b\u5b50\uff1a\u6240\u6709\u5bf9GPT\u7684\u8981\u6c42\uff0c\u5c3d\u91cf\u7ed9\u51fa2~3\u4e2a\u4f8b\u5b50\uff0cGPT\u4f1a\u66f4\u597d\u7684\u7406\u89e3\u3002\u6bd4\u5982\u6211\u8981\u7ffb\u8bd1\u7684\u65f6\u5019\uff0c\u6ce8\u610f\u9996\u5b57\u6bcd\u5927\u5199\uff1a<\/li>\n<\/ul>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">css<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-css code-block-extension-codeShowNum\" lang=\"css\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">  \u5927\u5c0f\u5199\uff1a<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">    \u793a\u4f8b\uff1a\u3010\u5f00\u59cb\u6e38\u620f\u3011 \u2192 \u3010Start Game\u3011<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    \u793a\u4f8b\uff1a\u3010\u8fd4\u56de\u4e3b\u83dc\u5355\u3011 \u2192 \u3010Return <span class=\"hljs-selector-tag\">to<\/span> <span class=\"hljs-selector-tag\">Main<\/span> <span class=\"hljs-selector-tag\">Menu<\/span>\u3011<\/span>\n<\/code><\/pre>\n<ul>\n<li>\n<p>\u5982\u679c\u53ef\u4ee5\uff0c\u7528\u82f1\u6587\u5199prompt\u3002<\/p>\n<\/li>\n<li>\n<p>\u8c03\u6574prompt\uff0c\u6700\u597d\u6709\u73b0\u6210\u7684\u8bed\u6599\u548c\u6b63\u786e\u7684\u7ffb\u8bd1\uff0c\u8fd9\u6837\u5b50\u53ef\u4ee5\u5728\u8c03\u6574prompt\u540e\uff0c\u5feb\u901f\u673a\u7ffb\u51fa\u7ed3\u679c\uff0c\u5bf9\u6bd4\u6b63\u786e\u7ffb\u8bd1\uff0c\u4ece\u800c\u77e5\u9053prompt\u7684\u8c03\u6574\u662f\u5426\u662f\u6b63\u5411\u3002\u800c\uff0c\u5982\u4f55\u8bc4\u5b9a\u673a\u7ffb\u6548\u679c\uff0c\u5728\u4e0b\u4e00\u8282\u4f1a\u8be6\u7ec6\u8bb2\u89e3\u3002<\/p>\n<\/li>\n<\/ul>\n<p><strong>2\u3001\u4eba\u5de5\u62bd\u68c0<\/strong><\/p>\n<p>\u6211\u4eec\u5df2\u7ecf\u77e5\u9053\uff0c\u673a\u7ffb\u65e0\u6cd5\u5b8c\u5168\u66ff\u4ee3\u4eba\u5de5\u3002\u8bf4\u767d\u4e86\uff0c\u673a\u7ffb\u66f4\u591a\u662f\u63d0\u5347\u4eba\u5de5\u7ffb\u8bd1\u7684\u6548\u7387\uff0c\u6216\u8005\u66ff\u4ee3\u90e8\u5206\u4eba\u5de5\u3002\u90a3\u4e48\uff0c\u5f88\u5bb9\u6613\u5c31\u53ef\u4ee5\u77e5\u9053\uff0c\u7531\u4eba\u5de5\u9010\u6b65\u62bd\u68c0\uff0c\u6bd4\u5982\u5148\u673a\u7ffb\u51fa10%\uff0c\u7136\u540e\u518d\u4eba\u5de5\u6821\u5bf9\u8fd910%\uff0c\u7136\u540e\u5c06\u8fd910%\u4f5c\u4e3a\u6b63\u786e\u7ffb\u8bd1\u8bed\u6599\uff0c\u7406\u8bba\u4e0a\u4e0b\u4e00\u6b21\u673a\u7ffb\uff0c\u51c6\u786e\u7387\u662f\u4f1a\u6709\u63d0\u5347\u3002\u90a3\u4e48\u5c31\u4f1a\u5f15\u51fa\u4e00\u4e2a\u95ee\u9898\uff0c\u5982\u4f55\u6700\u5927\u9650\u5ea6\u7684\uff0c\u63d0\u5347\u4eba\u5de5\u62bd\u68c0\u4e4b\u540e\u7684\u51c6\u786e\u7387\u3002\u7b54\u6848\u663e\u800c\u6613\u89c1\uff0c\u8ba9\u62bd\u68c0\u7684\u6837\u672c\u5177\u6709\u4ee3\u8868\u6027\u3002\u4ec0\u4e48\u610f\u601d\u5462\uff1f<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/23d120abf36e0e0aa742a14199a6a87a.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u5047\u8bbe\u67099\u6761\u5f85\u7ffb\u8bd1\u8bed\u6599\uff0c\u5982\u4e0a\u56fe\u6240\u793a\u3002\u7406\u8bba\u4e0a\u6765\u8bf4\uff0c\u7ea2\u8272\u6846\u76843\u6761\u8bed\u6599\uff0c\u5982\u679c\u5df2\u7ecf\u4eba\u5de5\u6821\u5bf9\u8fc7\uff0c\u6216\u8005\u8bf4\u5df2\u7ecf\u7ffb\u8bd1\u51c6\u786e\uff0c\u90a3\u4e48\u5269\u4e0b\u7684\u6240\u6709\u6587\u672c\uff0c\u5219\u53ef\u4ee5\u5168\u90e8\u7ffb\u8bd1\u6b63\u786e\u3002\u90a3\u4e48\u7ea2\u8272\u6846\u4e2d\u7684\u8bed\u6599\uff0c\u5219\u79f0\u4e3a\u5177\u6709\u4ee3\u8868\u6027\u7684\u8bed\u6599\u3002<\/p>\n<p>\u90a3\u4e48\uff0c\u5728\u5b9e\u9645\u7684\u7ffb\u8bd1\u573a\u666f\u4e2d\uff0c\u6211\u4eec\u5982\u4f55\u5b9e\u73b0\u4e0a\u9762\u7684\u4f8b\u5b50\u3002\u5176\u5b9e\u5c31\u662f\u5c06\u6bcf\u6761\u5f85\u7ffb\u8bd1\u7684\u8bed\u6599\uff0c\u901a\u8fc7\u5411\u91cf\uff0c\u67e5\u627e\u4e0e\u5b83\u76f8\u4f3c\u5ea6\u9ad8\u7684\u8bed\u6599\uff0c\u6700\u540e\u505a\u7edf\u8ba1\u3002\u62e5\u6709<code>\u76f8\u4f3c\u5ea6\u9ad8\u8bed\u6599\u6570\u7684\u8bed\u6599\uff0c\u5219\u4e3a\u5177\u6709\u4ee3\u8868\u6027\u8bed\u6599\u3002<\/code><\/p>\n<p>\u7406\u8bba\u4e0a\u800c\u8a00\uff0c\u6bcf\u6b21\u673a\u7ffb\u4e4b\u540e\u90fd\u4eba\u5de5\u62bd\u68c0\u4e00\u90e8\u5206\u4e4b\u540e\uff0c\u5f97\u5230\u62bd\u68c0\u90e8\u5206\u7684\u6b63\u786e\u7ffb\u8bd1\uff0c\u518d\u5e94\u7528\u8fd9\u90e8\u5206\u6b63\u786e\u7ffb\u8bd1\u8fdb\u884c\u4e0b\u4e00\u8f6e\u673a\u7ffb\uff0c\u51c6\u786e\u7387\u4f1a\u4e00\u76f4\u63d0\u5347\uff0c\u76f4\u5230\u5168\u90e8\u7ffb\u8bd1\u5b8c\u6210\u3002<\/p>\n<p><strong>3\u3001\u5408\u5e76\u7ffb\u8bd1<\/strong><\/p>\n<p>\u5bf9\u4e8e\u65e0\u5173\u8054\u7684\u8bed\u6599\u5728\u8fdb\u884c\u7ffb\u8bd1\u65f6\uff0c\u4e00\u822c\u90fd\u662f\u9010\u6761\u8fdb\u884c\u7ffb\u8bd1\u3002\u800c\u5bf9\u4e8e\u4eba\u7269\u5bf9\u8bdd\u3001\u80cc\u666f\u4ecb\u7ecd\u3001\u5267\u60c5\u4ecb\u7ecd\u8fd9\u6837\u5b50\u7684\u5185\u5bb9\uff0c\u5219\u6700\u597d\u5c06\u6574\u6bb5\u5bf9\u8bdd\u5408\u5e76\u4e00\u8d77\u7ffb\u8bd1\uff0cGPT\u80fd\u66f4\u597d\u7684\u7406\u89e3\u524d\u56e0\u540e\u679c\uff0c\u589e\u52a0\u7ffb\u8bd1\u7684\u51c6\u786e\u6027\u3002<\/p>\n<h3 data-id=\"heading-4\"><strong>\u4e09\u3001GPT\u673a\u7ffb\u7684\u6548\u679c\uff0c\u600e\u4e48\u5feb\u901f\u8bc4\u5b9a\uff1f<\/strong><\/h3>\n<p>\u5728\u3010prompt\u4f18\u5316\u3011\u90e8\u5206\u5df2\u7ecf\u63d0\u5230\uff0c\u5728\u5bf9prompt\u8fdb\u884c\u8c03\u4f18\u65f6\uff0c\u63d0\u524d\u5c06\u5f85\u7ffb\u8bd1\u8bed\u6599\uff0c\u8fdb\u884c\u4eba\u5de5\u7ffb\u8bd1\uff0c\u5f97\u51fa\u6b63\u786e\u7ffb\u8bd1\uff0c\u518d\u5c06\u673a\u7ffb\u7ed3\u679c\u4e0e\u6b63\u786e\u7ffb\u8bd1\u8fdb\u884c\u5bf9\u6bd4\uff0c\u5c31\u53ef\u4ee5\u5f97\u51fa\uff0cpromept\u8c03\u6574\u662f\u5426\u4e3a\u6b63\u5411\u3002\u90a3\u4e48\uff0c\u673a\u7ffb\u7ed3\u679c\uff0c\u5982\u4f55\u4e0e\u6b63\u786e\u7ffb\u8bd1\u8fdb\u884c\u5bf9\u6bd4\u5462\uff1f<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ruby<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ruby code-block-extension-codeShowNum\" lang=\"ruby\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">&lt;<span class=\"hljs-symbol\">https:<\/span>\/<span class=\"hljs-regexp\">\/arxiv.org\/ftp<\/span><span class=\"hljs-regexp\">\/arxiv\/papers<\/span><span class=\"hljs-regexp\">\/2202\/<\/span><span class=\"hljs-number\">2202.11027<\/span>.pdf&gt;<\/span>\n<\/code><\/pre>\n<p>\u4ee5\u4e0a\u662f\u4e00\u7bc7\u6bd4\u8f83\u4e13\u4e1a\u7684\u8bba\u6587\u300a\u5173\u4e8e\u673a\u5668\u7ffb\u8bd1\u8bc4\u6d4b\u7814\u7a76\u7684\u7efc\u8ff0\u6027\u62a5\u544a\u300b\u3002\u4e0e\u6211\u4eec\u9700\u8981\u89e3\u51b3\u7684\u95ee\u9898\u975e\u5e38\u8d34\u5408\u3002\u6211\u603b\u7ed3\u4e00\u4e0b\uff0c\u5927\u6982\u6709\u4ee5\u4e0b\u51e0\u79cd\u65b9\u6cd5\uff1a<\/p>\n<p><code>hLEPOR\/nLEPOR <\/code>\u8fd9\u662f\u6587\u7ae0\u4f5c\u8005\u63d0\u51fa\u7684\u65b9\u6cd5,\u5728WMT\u5386\u5e74\u7684\u8bc4\u6d4b\u7ade\u8d5b\u4e2d\u5c61\u6b21\u83b7\u5f97\u597d\u6210\u7ee9\u3002hLEPOR\u878d\u5408\u4e86\u957f\u5ea6\u60e9\u7f5a\u3001\u7cbe\u786e\u5ea6\u3001\u53ec\u56de\u7387\u3001\u8bcd\u5e8f\u5dee\u5f02\u60e9\u7f5a\u7b49\u591a\u65b9\u9762\u6307\u6807,nLEPOR\u8fdb\u4e00\u6b65\u91c7\u7528n-gram\u6a21\u578b\u3002\u8fd9\u7c7b\u65b9\u6cd5\u8868\u73b0\u7a33\u5b9a\u4f18\u5f02\u3002<\/p>\n<p><code>BLEU<\/code>\nBLEU\u65b9\u6cd5\u7531\u4e8e\u7b80\u5355\u6613\u7528,\u5df2\u7ecf\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u673a\u5668\u7ffb\u8bd1\u7684\u8bc4\u6d4b\u3002\u5c3d\u7ba1\u6709\u4e00\u4e9b\u5df2\u77e5\u7f3a\u9677,\u4f46\u7ecf\u8fc7\u591a\u5e74\u53d1\u5c55,\u4ecd\u7136\u662f\u4e00\u79cd\u6bd4\u8f83\u53ef\u9760\u7684\u8bc4\u6d4b\u57fa\u51c6\u3002<\/p>\n<p><code>BERTscore<\/code>\n\u57fa\u4e8eBERT\u7b49\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u7684BERTscore\u65b9\u6cd5,\u5229\u7528\u795e\u7ecf\u7f51\u7edc\u5f3a\u5927\u7684\u8bed\u4e49\u5efa\u6a21\u80fd\u529b,\u80fd\u591f\u66f4\u51c6\u786e\u5730\u8bc4\u4f30\u7ffb\u8bd1\u8d28\u91cf\u3002\u8fd9\u7c7b\u9884\u8bad\u7ec3\u6a21\u578b\u65b9\u6cd5\u662f\u5f53\u524d\u7684\u7814\u7a76\u70ed\u70b9\u3002<\/p>\n<p><code>METEOR<\/code>\nMETEOR\u540c\u65f6\u8003\u8651\u7cbe\u786e\u5ea6\u548c\u53ec\u56de\u7387,\u5e76\u4f7f\u7528\u8bed\u8a00\u5b66\u7279\u5f81,\u80fd\u591f\u76f8\u5bf9\u5168\u9762\u5730\u8bc4\u4f30\u7ffb\u8bd1\u8d28\u91cf\u3002\u5b83\u4e0e\u4eba\u5de5\u8bc4\u4ef7\u7684\u76f8\u5173\u6027\u8f83\u597d\u3002<\/p>\n<p><code>COMET<\/code>\nCOMET\u65b9\u6cd5\u7ed3\u5408\u591a\u8bed\u8a00\u9884\u8bad\u7ec3\u6a21\u578b\u4e0e\u6e90\u8bed\u8a00\u6587\u672c,\u62df\u5408\u4eba\u5de5\u8bc4\u5206,\u662f\u5f53\u524d\u6548\u679c\u6700\u597d\u7684\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u8bc4\u6d4b\u6a21\u578b\u4e4b\u4e00\u3002<\/p>\n<p>\u800c\u76ee\u524d\u6bd4\u8f83\u901a\u7528\u7684\uff0c\u5c31\u662fhlepor\/nlepor\u548cBLEU\u3002<\/p>\n<p>\u901a\u8fc7\u673a\u7ffb\u7ed3\u679c\u4e0e\u6b63\u786e\u7ffb\u8bd1\u7ed3\u679c\uff0c\u8dd1\u51fahlepor\u5206\u503c\u6216\u8005BLEU\u5206\u503c\uff0c\u5bf9\u6bd4prompt\u8c03\u4f18\u524d\u540e\u7684\u5206\u503c\uff0c\u5373\u53ef\u77e5\uff0c\u8c03\u6574\u662f\u5426\u4e3a\u6b63\u5411\u3002BLEU\u5206\u503c\u8fbe\u5230\u591a\u5c11\u9760\u8c31\u5462\uff1f\u8fd9\u91cc\u6709\u4e00\u4efd\u817e\u8baf\u7684\u5b9e\u9a8c\u62a5\u544a\uff0c\u4ec5\u4f9b\u53c2\u8003\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Farxiv.org%2Fpdf%2F2301.08745.pdf\" target=\"_blank\" title=\"https:\/\/arxiv.org\/pdf\/2301.08745.pdf\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">arxiv.org\/pdf\/2301.08\u2026<\/a><\/p>\n<h2 data-id=\"heading-5\"><strong>\u7ffb\u8bd1\u6d41\u7a0b\u56fe<\/strong><\/h2>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/4a5a56fcaff1dd1714332b677e9466dc.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<h5 data-id=\"heading-6\">\u6b64\u6587\u7ae0\u6765\u81ea\u4e8e37\u624b\u6e38\u2014\u2014\u6d2a\u667a\u5f6c<\/h5>","protected":false},"excerpt":{"rendered":"<p>\u57fa\u4e8echatGPT\u6765\u505a\u7ffb\u8bd1\uff0c\u4e0d\u662f\u4ec0\u4e48\u65b0\u9c9c\u4e8b\uff0c\u5982\u679c\u4f60\u6709\u4f7f\u7528chatGPT\uff0c\u5f88\u53ef\u80fd\u4f60\u5df2\u7ecf\u5728\u4f7f\u7528GPT\u8fdb\u884c\u7ffb\u8bd1\u3002\u4f46\u672c\u6b21\u8ba8\u8bba\u7684\uff0c\u6216\u8005\u8bf4AI\u7ffb\u8bd1\u9700\u8981\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u548c\u6211\u4eec\u5e73\u5e38\u7406\u89e3\u7684\u7ffb\u8bd1\u6709\u6240\u4e0d\u540c\uff0c\u6b32\u77e5\u8be6\u8bf7\uff0c\u8bf7\u7ffb\u9605\u672c\u6587<\/p>\n","protected":false},"author":1,"featured_media":10844,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"7","footnotes":""},"categories":[3],"tags":[126,127,128,129,136],"collection":[],"class_list":["post-1515","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-gpt","tag-ai","tag-128","tag-129","tag-136"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1515","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1515"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1515\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/10844"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1515"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1515"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1515"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1515"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}