{"id":347,"date":"2026-01-11T22:48:56","date_gmt":"2026-01-11T14:48:56","guid":{"rendered":"http:\/\/ai.taichi-maker.com\/?page_id=347"},"modified":"2026-01-12T15:56:49","modified_gmt":"2026-01-12T07:56:49","slug":"presence_penalty","status":"publish","type":"page","link":"http:\/\/ai.taichi-maker.com\/index.php\/ai-development-referene\/ai-api-references\/openai-api-compatible-format\/openai-api-request-parameters\/presence_penalty\/","title":{"rendered":"OpenAI API\u517c\u5bb9\u683c\u5f0f\u8bf7\u6c42\u53c2\u6570 \u2013 presence_penalty"},"content":{"rendered":"\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u5bfc\u822a\u680f\uff1a<a href=\"http:\/\/ai.taichi-maker.com\/\">\u9996\u9875<\/a> \/ <a href=\"http:\/\/ai.taichi-maker.com\/index.php\/ai-development-referene\/\">AI\u5f00\u53d1\u53c2\u8003\u8d44\u6599<\/a> \/ <a href=\"http:\/\/ai.taichi-maker.com\/index.php\/ai-development-referene\/ai-api-references\/openai-api-compatible-format\/\">OpenAI API \u517c\u5bb9\u683c\u5f0f\u53c2\u8003\u8d44\u6599<\/a> \/ <a href=\"http:\/\/ai.taichi-maker.com\/index.php\/ai-development-referene\/ai-api-references\/openai-api-compatible-format\/openai-api-request-parameters\/\">\u8bf7\u6c42\u53c2\u6570\u8be6\u89e3<\/a> \/ presence_penalty<\/p>\n\n\n\n<p style=\"border-width:1px;border-top-left-radius:6px;border-top-right-radius:6px;border-bottom-left-radius:6px;border-bottom-right-radius:6px\">\u5982\u679c\u60a8\u60f3\u6df1\u5165\u4e86\u89e3\u5982\u4f55\u501f\u52a9 OpenAI API \u6253\u9020\u4eba\u5de5\u667a\u80fd\u786c\u4ef6\uff0c\u6b22\u8fce\u8bbf\u95ee<a href=\"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u672c\u7ad9\u6559\u7a0b\u76ee\u5f55\u9875<\/a>\uff0c\u67e5\u770b\u592a\u6781\u521b\u5ba2\u56e2\u961f\u4e3a\u60a8\u7cbe\u5fc3\u51c6\u5907\u7684\u7cfb\u5217\u6559\u7a0b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u53c2\u6570\u8bf4\u660e<\/h2>\n\n\n\n<p><code>presence_penalty<\/code>\u53c2\u6570\u7528\u4e8e\u63a7\u5236\u6a21\u578b\u751f\u6210\u6587\u672c\u65f6\u5bf9\u91cd\u590d\u5185\u5bb9\u7684\u60e9\u7f5a\u529b\u5ea6\u3002\u8fd9\u4e2a\u53c2\u6570\u901a\u8fc7\u964d\u4f4e\u5df2\u7ecf\u51fa\u73b0\u8fc7\u7684token\uff08\u8bcd\u5143\uff09\u7684\u751f\u6210\u6982\u7387\uff0c\u6765\u9f13\u52b1\u6a21\u578b\u751f\u6210\u65b0\u7684\u3001\u591a\u6837\u5316\u7684\u5185\u5bb9\u3002<\/p>\n\n\n\n<p>presence_penalty\u7684\u5de5\u4f5c\u539f\u7406\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u4f1a\u8ddf\u8e2a\u5df2\u7ecf\u751f\u6210\u8fc7\u7684token<\/li>\n\n\n\n<li>\u5bf9\u4e8e\u5df2\u7ecf\u51fa\u73b0\u8fc7\u7684token\uff0c\u5e94\u7528\u4e00\u4e2a\u8d1f\u7684\u60e9\u7f5a\u503c<\/li>\n\n\n\n<li>\u60e9\u7f5a\u503c\u7684\u5927\u5c0f\u7531presence_penalty\u53c2\u6570\u51b3\u5b9a<\/li>\n\n\n\n<li>\u88ab\u60e9\u7f5a\u7684token\u751f\u6210\u6982\u7387\u964d\u4f4e\uff0c\u6a21\u578b\u66f4\u503e\u5411\u4e8e\u9009\u62e9\u65b0\u7684token<\/li>\n<\/ul>\n\n\n\n<p>\u4e0efrequency_penalty\u4e0d\u540c\uff0cpresence_penalty\u53ea\u5173\u6ce8token\u662f\u5426\u51fa\u73b0\u8fc7\uff0c\u800c\u4e0d\u8003\u8651\u51fa\u73b0\u7684\u6b21\u6570\u3002\u65e0\u8bba\u4e00\u4e2atoken\u51fa\u73b0\u4e00\u6b21\u8fd8\u662f\u591a\u6b21\uff0c\u5b83\u53d7\u5230\u7684\u60e9\u7f5a\u90fd\u662f\u76f8\u540c\u7684\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5fc5\u9700\u6027<\/h2>\n\n\n\n<p><code>presence_penalty<\/code>\u662fAPI\u8bf7\u6c42\u4e2d\u7684<strong>\u53ef\u9009\u53c2\u6570<\/strong>\u3002\u5982\u679c\u4e0d\u63d0\u4f9b\u6b64\u53c2\u6570\uff0c\u9ed8\u8ba4\u503c\u4e3a0.0\uff0c\u8868\u793a\u4e0d\u8fdb\u884c\u4efb\u4f55\u60e9\u7f5a\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u53d6\u503c\u8303\u56f4<\/h2>\n\n\n\n<p><code>presence_penalty<\/code>\u7684\u53d6\u503c\u8303\u56f4\u662f-2.0\u52302.0\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>presence_penalty = -2.0<\/strong>\uff1a\u5f3a\u70c8\u9f13\u52b1\u91cd\u590d\uff0c\u6a21\u578b\u4f1a\u503e\u5411\u4e8e\u91cd\u590d\u4f7f\u7528\u76f8\u540c\u7684\u8bcd\u8bed\u548c\u6982\u5ff5<\/li>\n\n\n\n<li><strong>presence_penalty = -1.0<\/strong>\uff1a\u9002\u5ea6\u9f13\u52b1\u91cd\u590d\uff0c\u6a21\u578b\u4f1a\u503e\u5411\u4e8e\u91cd\u590d\u4f7f\u7528\u67d0\u4e9b\u8bcd\u8bed<\/li>\n\n\n\n<li><strong>presence_penalty = 0.0<\/strong>\uff1a\u4e0d\u60e9\u7f5a\u91cd\u590d\uff0c\u6a21\u578b\u6b63\u5e38\u751f\u6210\uff08\u9ed8\u8ba4\u503c\uff09<\/li>\n\n\n\n<li><strong>presence_penalty = 0.5<\/strong>\uff1a\u8f7b\u5ea6\u60e9\u7f5a\u91cd\u590d\uff0c\u6a21\u578b\u4f1a\u5c3d\u91cf\u907f\u514d\u91cd\u590d<\/li>\n\n\n\n<li><strong>presence_penalty = 1.0<\/strong>\uff1a\u4e2d\u5ea6\u60e9\u7f5a\u91cd\u590d\uff0c\u6a21\u578b\u4f1a\u663e\u8457\u51cf\u5c11\u91cd\u590d<\/li>\n\n\n\n<li><strong>presence_penalty = 2.0<\/strong>\uff1a\u5f3a\u70c8\u60e9\u7f5a\u91cd\u590d\uff0c\u6a21\u578b\u4f1a\u6781\u529b\u907f\u514d\u4efb\u4f55\u91cd\u590d<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e0efrequency_penalty\u7684\u533a\u522b<\/h2>\n\n\n\n<p><code>presence_penalty<\/code>\u548c<code>frequency_penalty<\/code>\u90fd\u662f\u7528\u4e8e\u63a7\u5236\u91cd\u590d\u7684\u53c2\u6570\uff0c\u4f46\u5b83\u4eec\u7684\u5de5\u4f5c\u65b9\u5f0f\u4e0d\u540c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>presence_penalty<\/strong>\uff1a\u53ea\u5173\u6ce8token\u662f\u5426\u51fa\u73b0\u8fc7\uff0c\u65e0\u8bba\u51fa\u73b0\u591a\u5c11\u6b21\uff0c\u60e9\u7f5a\u503c\u90fd\u76f8\u540c<\/li>\n\n\n\n<li><strong>frequency_penalty<\/strong>\uff1a\u8003\u8651token\u51fa\u73b0\u7684\u6b21\u6570\uff0c\u51fa\u73b0\u6b21\u6570\u8d8a\u591a\uff0c\u60e9\u7f5a\u8d8a\u5927<\/li>\n<\/ul>\n\n\n\n<p>\u7b80\u5355\u6765\u8bf4\uff0cpresence_penalty\u9002\u5408\u7528\u4e8e\u907f\u514d\u6982\u5ff5\u91cd\u590d\uff0c\u800cfrequency_penalty\u9002\u5408\u7528\u4e8e\u907f\u514d\u8bcd\u8bed\u91cd\u590d\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u57fa\u672c\u4f7f\u7528\u793a\u4f8b<\/h2>\n\n\n\n<p>\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728API\u8bf7\u6c42\u4e2d\u4f7f\u7528<code>presence_penalty<\/code>\u53c2\u6570\uff1a<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#d8dee9ff;--cbp-line-number-width:calc(2 * 0.6 * .875rem);--cbp-line-highlight-color:rgba(201, 218, 248, 0.2);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>{\n  \"model\": \"gpt-5.2\",\n  \"messages\": &#91;\n    {\n      \"role\": \"system\",\n      \"content\": \"\u4f60\u662f\u4e00\u4e2a\u521b\u610f\u5199\u4f5c\u52a9\u624b\uff0c\u9700\u8981\u5199\u4e00\u4e2a\u5173\u4e8e\u73af\u4fdd\u7684\u6545\u4e8b\u3002\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"\u5199\u4e00\u4e2a\u5173\u4e8e\u73af\u4fdd\u7684\u6545\u4e8b\uff0c\u5927\u7ea6200\u5b57\u3002\"\n    }\n  &#93;,\n  \"presence_penalty\": 0.8\n}<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">model<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">gpt-5.2<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">messages<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">system<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u4f60\u662f\u4e00\u4e2a\u521b\u610f\u5199\u4f5c\u52a9\u624b\uff0c\u9700\u8981\u5199\u4e00\u4e2a\u5173\u4e8e\u73af\u4fdd\u7684\u6545\u4e8b\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u5199\u4e00\u4e2a\u5173\u4e8e\u73af\u4fdd\u7684\u6545\u4e8b\uff0c\u5927\u7ea6200\u5b57\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&#93;,<\/span><\/span>\n<span class=\"line cbp-line-highlight\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">presence_penalty<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0.8<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e0d\u540cpresence_penalty\u503c\u7684\u6548\u679c\u5bf9\u6bd4<\/h2>\n\n\n\n<p>\u8ba9\u6211\u4eec\u770b\u770b\u4e0d\u540cpresence_penalty\u503c\u5bf9\u8f93\u51fa\u8d28\u91cf\u7684\u5f71\u54cd\uff1a<\/p>\n\n\n\n<p>\u4ece\u4e0a\u9762\u7684\u4f8b\u5b50\u53ef\u4ee5\u770b\u51fa\uff0c\u968f\u7740presence_penalty\u503c\u7684\u589e\u52a0\uff0c\u8f93\u51fa\u53d8\u5f97\u66f4\u52a0\u4e30\u5bcc\u548c\u591a\u6837\u5316\uff0c\u91cd\u590d\u7684\u8bcd\u8bed\u548c\u6982\u5ff5\u660e\u663e\u51cf\u5c11\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-width:calc(2 * 0.6 * .875rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>\/\/ presence_penalty = 0.0\uff08\u4e0d\u60e9\u7f5a\u91cd\u590d\uff09\n\"\u73af\u4fdd\u975e\u5e38\u91cd\u8981\u3002\u73af\u4fdd\u53ef\u4ee5\u4fdd\u62a4\u6211\u4eec\u7684\u5730\u7403\u3002\u73af\u4fdd\u53ef\u4ee5\u8ba9\u6211\u4eec\u7684\u751f\u6d3b\u66f4\u7f8e\u597d\u3002\u73af\u4fdd\u662f\u6bcf\u4e2a\u4eba\u7684\u8d23\u4efb\u3002\u73af\u4fdd\u9700\u8981\u6211\u4eec\u5171\u540c\u52aa\u529b...\"\n\n\/\/ presence_penalty = 0.5\uff08\u8f7b\u5ea6\u60e9\u7f5a\u91cd\u590d\uff09\n\"\u73af\u4fdd\u5bf9\u4e8e\u6211\u4eec\u7684\u5730\u7403\u81f3\u5173\u91cd\u8981\u3002\u901a\u8fc7\u51cf\u5c11\u6c61\u67d3\u548c\u8282\u7ea6\u8d44\u6e90\uff0c\u6211\u4eec\u53ef\u4ee5\u4fdd\u62a4\u81ea\u7136\u73af\u5883\u3002\u53ef\u6301\u7eed\u53d1\u5c55\u662f\u672a\u6765\u7684\u5173\u952e\uff0c\u6bcf\u4e2a\u4eba\u90fd\u5e94\u8be5\u4e3a\u6b64\u8d21\u732e\u529b\u91cf...\"\n\n\/\/ presence_penalty = 1.0\uff08\u4e2d\u5ea6\u60e9\u7f5a\u91cd\u590d\uff09\n\"\u73af\u5883\u4fdd\u62a4\u662f\u5f53\u4eca\u4e16\u754c\u9762\u4e34\u7684\u91cd\u8981\u6311\u6218\u3002\u51cf\u5c11\u78b3\u6392\u653e\u3001\u4fdd\u62a4\u68ee\u6797\u548c\u6d77\u6d0b\u751f\u6001\u7cfb\u7edf\uff0c\u8fd9\u4e9b\u90fd\u662f\u6211\u4eec\u9700\u8981\u5173\u6ce8\u7684\u95ee\u9898\u3002\u53ef\u6301\u7eed\u53d1\u5c55\u7406\u5ff5\u6b63\u5728\u5168\u7403\u8303\u56f4\u5185\u5f97\u5230\u63a8\u5e7f...\"\n\n\/\/ presence_penalty = 2.0\uff08\u5f3a\u70c8\u60e9\u7f5a\u91cd\u590d\uff09\n\"\u751f\u6001\u4fdd\u62a4\u5df2\u6210\u4e3a\u5168\u7403\u5171\u8bc6\u3002\u901a\u8fc7\u5b9e\u65bd\u7eff\u8272\u80fd\u6e90\u653f\u7b56\u3001\u63a8\u5e7f\u5faa\u73af\u7ecf\u6d4e\u6a21\u5f0f\uff0c\u6211\u4eec\u53ef\u4ee5\u6709\u6548\u5e94\u5bf9\u6c14\u5019\u53d8\u5316\u3002\u751f\u7269\u591a\u6837\u6027\u4fdd\u62a4\u540c\u6837\u4e0d\u5bb9\u5ffd\u89c6...\"<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #616E88\">\/\/ presence_penalty = 0.0\uff08\u4e0d\u60e9\u7f5a\u91cd\u590d\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u73af\u4fdd\u975e\u5e38\u91cd\u8981\u3002\u73af\u4fdd\u53ef\u4ee5\u4fdd\u62a4\u6211\u4eec\u7684\u5730\u7403\u3002\u73af\u4fdd\u53ef\u4ee5\u8ba9\u6211\u4eec\u7684\u751f\u6d3b\u66f4\u7f8e\u597d\u3002\u73af\u4fdd\u662f\u6bcf\u4e2a\u4eba\u7684\u8d23\u4efb\u3002\u73af\u4fdd\u9700\u8981\u6211\u4eec\u5171\u540c\u52aa\u529b...<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ presence_penalty = 0.5\uff08\u8f7b\u5ea6\u60e9\u7f5a\u91cd\u590d\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u73af\u4fdd\u5bf9\u4e8e\u6211\u4eec\u7684\u5730\u7403\u81f3\u5173\u91cd\u8981\u3002\u901a\u8fc7\u51cf\u5c11\u6c61\u67d3\u548c\u8282\u7ea6\u8d44\u6e90\uff0c\u6211\u4eec\u53ef\u4ee5\u4fdd\u62a4\u81ea\u7136\u73af\u5883\u3002\u53ef\u6301\u7eed\u53d1\u5c55\u662f\u672a\u6765\u7684\u5173\u952e\uff0c\u6bcf\u4e2a\u4eba\u90fd\u5e94\u8be5\u4e3a\u6b64\u8d21\u732e\u529b\u91cf...<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ presence_penalty = 1.0\uff08\u4e2d\u5ea6\u60e9\u7f5a\u91cd\u590d\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u73af\u5883\u4fdd\u62a4\u662f\u5f53\u4eca\u4e16\u754c\u9762\u4e34\u7684\u91cd\u8981\u6311\u6218\u3002\u51cf\u5c11\u78b3\u6392\u653e\u3001\u4fdd\u62a4\u68ee\u6797\u548c\u6d77\u6d0b\u751f\u6001\u7cfb\u7edf\uff0c\u8fd9\u4e9b\u90fd\u662f\u6211\u4eec\u9700\u8981\u5173\u6ce8\u7684\u95ee\u9898\u3002\u53ef\u6301\u7eed\u53d1\u5c55\u7406\u5ff5\u6b63\u5728\u5168\u7403\u8303\u56f4\u5185\u5f97\u5230\u63a8\u5e7f...<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ presence_penalty = 2.0\uff08\u5f3a\u70c8\u60e9\u7f5a\u91cd\u590d\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u751f\u6001\u4fdd\u62a4\u5df2\u6210\u4e3a\u5168\u7403\u5171\u8bc6\u3002\u901a\u8fc7\u5b9e\u65bd\u7eff\u8272\u80fd\u6e90\u653f\u7b56\u3001\u63a8\u5e7f\u5faa\u73af\u7ecf\u6d4e\u6a21\u5f0f\uff0c\u6211\u4eec\u53ef\u4ee5\u6709\u6548\u5e94\u5bf9\u6c14\u5019\u53d8\u5316\u3002\u751f\u7269\u591a\u6837\u6027\u4fdd\u62a4\u540c\u6837\u4e0d\u5bb9\u5ffd\u89c6...<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e0d\u540c\u5e94\u7528\u573a\u666f\u7684presence_penalty\u8bbe\u7f6e<\/h2>\n\n\n\n<p>\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u9700\u8981\u4e0d\u540c\u7684presence_penalty\u8bbe\u7f6e\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u573a\u666f\u7684\u5efa\u8bae\u503c\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u521b\u610f\u5199\u4f5c<\/strong><\/h3>\n\n\n\n<p>\u5bf9\u4e8e\u521b\u610f\u5199\u4f5c\u4efb\u52a1\uff0c\u5982\u6545\u4e8b\u521b\u4f5c\u3001\u6587\u7ae0\u5199\u4f5c\u7b49\uff0c\u5efa\u8bae\u4f7f\u7528\u4e2d\u7b49\u5230\u8f83\u9ad8\u7684presence_penalty\u503c\uff080.5-1.2\uff09\u4ee5\u589e\u52a0\u5185\u5bb9\u7684\u4e30\u5bcc\u6027\u548c\u591a\u6837\u6027\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>{\n  \"model\": \"gpt-5.2\",\n  \"messages\": &#91;\n    {\n      \"role\": \"user\",\n      \"content\": \"\u5199\u4e00\u7bc7\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u672a\u6765\u53d1\u5c55\u7684\u6587\u7ae0\u3002\"\n    }\n  &#93;,\n  \"presence_penalty\": 0.8\n}<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">model<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">gpt-5.2<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">messages<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u5199\u4e00\u7bc7\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u672a\u6765\u53d1\u5c55\u7684\u6587\u7ae0\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&#93;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">presence_penalty<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0.8<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4ee3\u7801\u751f\u6210<\/strong><\/h3>\n\n\n\n<p>\u5bf9\u4e8e\u4ee3\u7801\u751f\u6210\u4efb\u52a1\uff0c\u5efa\u8bae\u4f7f\u7528\u8f83\u4f4e\u7684presence_penalty\u503c\uff080.0-0.3\uff09\uff0c\u56e0\u4e3a\u4ee3\u7801\u4e2d\u67d0\u4e9b\u91cd\u590d\u662f\u5fc5\u8981\u7684\uff08\u5982\u53d8\u91cf\u540d\u3001\u51fd\u6570\u540d\u7b49\uff09\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#d8dee9ff;--cbp-line-number-width:calc(2 * 0.6 * .875rem);--cbp-line-highlight-color:rgba(201, 218, 248, 0.2);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>{\n  \"model\": \"gpt-5.2\",\n  \"messages\": &#91;\n    {\n      \"role\": \"user\",\n      \"content\": \"\u7528Python\u5199\u4e00\u4e2a\u7b80\u5355\u7684Web\u670d\u52a1\u5668\u3002\"\n    }\n  &#93;,\n  \"presence_penalty\": 0.2\n}<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">model<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">gpt-5.2<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">messages<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u7528Python\u5199\u4e00\u4e2a\u7b80\u5355\u7684Web\u670d\u52a1\u5668\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&#93;,<\/span><\/span>\n<span class=\"line cbp-line-highlight\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">presence_penalty<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0.2<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5bf9\u8bdd\u7cfb\u7edf<\/strong><\/h3>\n\n\n\n<p>\u5bf9\u4e8e\u5bf9\u8bdd\u7cfb\u7edf\uff0c\u5efa\u8bae\u4f7f\u7528\u4e2d\u7b49\u7684presence_penalty\u503c\uff080.3-0.7\uff09\u4ee5\u5728\u81ea\u7136\u6d41\u7545\u548c\u5185\u5bb9\u591a\u6837\u6027\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#d8dee9ff;--cbp-line-number-width:calc(2 * 0.6 * .875rem);--cbp-line-highlight-color:rgba(201, 218, 248, 0.2);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>{\n  \"model\": \"gpt-5.2\",\n  \"messages\": &#91;\n    {\n      \"role\": \"system\",\n      \"content\": \"\u4f60\u662f\u4e00\u4e2a\u53cb\u597d\u7684\u5ba2\u670d\u52a9\u624b\u3002\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"\u6211\u60f3\u4e86\u89e3\u4f60\u4eec\u7684\u4ea7\u54c1\u529f\u80fd\u3002\"\n    }\n  &#93;,\n  \"presence_penalty\": 0.5\n}<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">model<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">gpt-5.2<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">messages<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">system<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u4f60\u662f\u4e00\u4e2a\u53cb\u597d\u7684\u5ba2\u670d\u52a9\u624b\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u6211\u60f3\u4e86\u89e3\u4f60\u4eec\u7684\u4ea7\u54c1\u529f\u80fd\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&#93;,<\/span><\/span>\n<span class=\"line cbp-line-highlight\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">presence_penalty<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0.5<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6458\u8981\u751f\u6210<\/strong><\/h3>\n\n\n\n<p>\u5bf9\u4e8e\u6458\u8981\u751f\u6210\u4efb\u52a1\uff0c\u5efa\u8bae\u4f7f\u7528\u4e2d\u7b49\u5230\u8f83\u9ad8\u7684presence_penalty\u503c\uff080.5-0.9\uff09\u4ee5\u907f\u514d\u6458\u8981\u4e2d\u91cd\u590d\u76f8\u540c\u7684\u89c2\u70b9\u6216\u8868\u8ff0\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#d8dee9ff;--cbp-line-number-width:calc(2 * 0.6 * .875rem);--cbp-line-highlight-color:rgba(201, 218, 248, 0.2);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>{\n  \"model\": \"gpt-5.2\",\n  \"messages\": [\n    {\n      \"role\": \"user\",\n      \"content\": \"\u8bf7\u4e3a\u4ee5\u4e0b\u6587\u7ae0\u751f\u6210\u4e00\u4e2a\u7b80\u77ed\u7684\u6458\u8981\uff1a&#91;\u6587\u7ae0\u5185\u5bb9&#93;\"\n    }\n  ],\n  \"presence_penalty\": 0.7\n}<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">model<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">gpt-5.2<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">messages<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">[<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u8bf7\u4e3a\u4ee5\u4e0b\u6587\u7ae0\u751f\u6210\u4e00\u4e2a\u7b80\u77ed\u7684\u6458\u8981\uff1a&#91;\u6587\u7ae0\u5185\u5bb9&#93;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">],<\/span><\/span>\n<span class=\"line cbp-line-highlight\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">presence_penalty<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0.7<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u8425\u9500\u6587\u6848<\/strong><\/h3>\n\n\n\n<p>\u5bf9\u4e8e\u8425\u9500\u6587\u6848\u751f\u6210\uff0c\u5efa\u8bae\u4f7f\u7528\u8f83\u9ad8\u7684presence_penalty\u503c\uff080.7-1.2\uff09\u4ee5\u907f\u514d\u91cd\u590d\u4f7f\u7528\u76f8\u540c\u7684\u8425\u9500\u8bcd\u6c47\u548c\u8868\u8ff0\uff0c\u4f7f\u6587\u6848\u66f4\u52a0\u5438\u5f15\u4eba\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#d8dee9ff;--cbp-line-number-width:calc(2 * 0.6 * .875rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>{\n  \"model\": \"gpt-5.2\",\n  \"messages\": &#91;\n    {\n      \"role\": \"user\",\n      \"content\": \"\u4e3a\u6211\u4eec\u7684\u65b0\u4ea7\u54c1\u5199\u4e00\u6bb5\u5438\u5f15\u4eba\u7684\u8425\u9500\u6587\u6848\u3002\"\n    }\n  &#93;,\n  \"presence_penalty\": 1.0\n}<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">model<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">gpt-5.2<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">messages<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u4e3a\u6211\u4eec\u7684\u65b0\u4ea7\u54c1\u5199\u4e00\u6bb5\u5438\u5f15\u4eba\u7684\u8425\u9500\u6587\u6848\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&#93;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">presence_penalty<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1.0<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">presence_penalty\u4e0efrequency_penalty\u7684\u5bf9\u6bd4<\/h2>\n\n\n\n<p>\u867d\u7136\u8fd9\u4e24\u4e2a\u53c2\u6570\u90fd\u7528\u4e8e\u63a7\u5236\u91cd\u590d\uff0c\u4f46\u5b83\u4eec\u7684\u5e94\u7528\u573a\u666f\u548c\u6548\u679c\u6709\u6240\u4e0d\u540c\u3002\u8ba9\u6211\u4eec\u901a\u8fc7\u4e00\u4e2a\u4f8b\u5b50\u6765\u8bf4\u660e\u5b83\u4eec\u7684\u533a\u522b\uff1a<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#d8dee9ff;--cbp-line-number-width:calc(1 * 0.6 * .875rem);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>\u539f\u59cb\u6587\u672c\uff1a\"\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u6539\u53d8\u4e16\u754c\u3002\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u89e3\u51b3\u5f88\u591a\u95ee\u9898\u3002\u4eba\u5de5\u667a\u80fd\u662f\u672a\u6765\u7684\u8d8b\u52bf\u3002\"\n\n\/\/ \u4f7f\u7528presence_penalty = 1.0\n\"\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u6539\u53d8\u4e16\u754c\u3002\u8fd9\u9879\u6280\u672f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u89e3\u51b3\u5f88\u591a\u95ee\u9898\u3002\u5b83\u662f\u672a\u6765\u7684\u53d1\u5c55\u8d8b\u52bf\u3002\"\n\n\/\/ \u4f7f\u7528frequency_penalty = 1.0\n\"\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u6539\u53d8\u4e16\u754c\u3002\u8fd9\u9879\u6280\u672f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u89e3\u51b3\u5f88\u591a\u95ee\u9898\u3002AI\u662f\u672a\u6765\u7684\u8d8b\u52bf\u3002\"<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #D8DEE9FF\">\u539f\u59cb\u6587\u672c\uff1a<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u6539\u53d8\u4e16\u754c\u3002\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u89e3\u51b3\u5f88\u591a\u95ee\u9898\u3002\u4eba\u5de5\u667a\u80fd\u662f\u672a\u6765\u7684\u8d8b\u52bf\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u4f7f\u7528presence_penalty = 1.0<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u6539\u53d8\u4e16\u754c\u3002\u8fd9\u9879\u6280\u672f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u89e3\u51b3\u5f88\u591a\u95ee\u9898\u3002\u5b83\u662f\u672a\u6765\u7684\u53d1\u5c55\u8d8b\u52bf\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u4f7f\u7528frequency_penalty = 1.0<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u6539\u53d8\u4e16\u754c\u3002\u8fd9\u9879\u6280\u672f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u89e3\u51b3\u5f88\u591a\u95ee\u9898\u3002AI\u662f\u672a\u6765\u7684\u8d8b\u52bf\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u9009\u62e9\u5efa\u8bae<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f7f\u7528presence_penalty<\/strong>\uff1a\u5f53\u4f60\u5e0c\u671b\u907f\u514d\u6982\u5ff5\u6216\u4e3b\u9898\u7684\u91cd\u590d\uff0c\u5e0c\u671b\u5185\u5bb9\u66f4\u52a0\u4e30\u5bcc\u548c\u591a\u6837\u5316\u65f6<\/li>\n\n\n\n<li><strong>\u4f7f\u7528frequency_penalty<\/strong>\uff1a\u5f53\u4f60\u5e0c\u671b\u907f\u514d\u7279\u5b9a\u8bcd\u8bed\u7684\u91cd\u590d\uff0c\u5e0c\u671b\u8bcd\u6c47\u66f4\u52a0\u4e30\u5bcc\u65f6<\/li>\n\n\n\n<li><strong>\u540c\u65f6\u4f7f\u7528<\/strong>\uff1a\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u540c\u65f6\u4f7f\u7528\u4e24\u4e2a\u53c2\u6570\u6765\u83b7\u5f97\u66f4\u597d\u7684\u6548\u679c\uff0c\u4f46\u9700\u8981\u6ce8\u610f\u4e0d\u8981\u8bbe\u7f6e\u8fc7\u9ad8\u7684\u503c<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ec4\u5408\u4f7f\u7528\u793a\u4f8b<\/h2>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro cbp-has-line-numbers\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;--cbp-line-number-color:#d8dee9ff;--cbp-line-number-width:calc(2 * 0.6 * .875rem);--cbp-line-highlight-color:rgba(201, 218, 248, 0.2);line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>{\n  \"model\": \"gpt-5.2\",\n  \"messages\": &#91;\n    {\n      \"role\": \"user\",\n      \"content\": \"\u5199\u4e00\u7bc7\u5173\u4e8e\u5065\u5eb7\u751f\u6d3b\u65b9\u5f0f\u7684\u6587\u7ae0\u3002\"\n    }\n  &#93;,\n  \"presence_penalty\": 0.6,\n  \"frequency_penalty\": 0.4\n}<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">model<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">gpt-5.2<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">messages<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u5199\u4e00\u7bc7\u5173\u4e8e\u5065\u5eb7\u751f\u6d3b\u65b9\u5f0f\u7684\u6587\u7ae0\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&#93;,<\/span><\/span>\n<span class=\"line cbp-line-highlight\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">presence_penalty<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0.6<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line cbp-line-highlight\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">frequency_penalty<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0.4<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f7f\u7528\u5efa\u8bae<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ece\u9ed8\u8ba4\u503c\u5f00\u59cb<\/strong>\uff1a\u5efa\u8bae\u4ece\u9ed8\u8ba4\u503c0.0\u5f00\u59cb\uff0c\u89c2\u5bdf\u8f93\u51fa\u8d28\u91cf\uff0c\u7136\u540e\u6839\u636e\u9700\u8981\u9010\u6b65\u8c03\u6574<\/li>\n\n\n\n<li><strong>\u6839\u636e\u4efb\u52a1\u7c7b\u578b\u8c03\u6574<\/strong>\uff1a\u521b\u610f\u5199\u4f5c\u4f7f\u7528\u8f83\u9ad8\u7684\u503c\uff080.5-1.2\uff09\uff0c\u4ee3\u7801\u751f\u6210\u4f7f\u7528\u8f83\u4f4e\u7684\u503c\uff080.0-0.3\uff09\uff0c\u4e00\u822c\u4efb\u52a1\u4f7f\u7528\u4e2d\u7b49\u503c\uff080.3-0.7\uff09<\/li>\n\n\n\n<li><strong>\u907f\u514d\u6781\u7aef\u503c<\/strong>\uff1a\u9664\u975e\u6709\u7279\u6b8a\u9700\u6c42\uff0c\u5426\u5219\u907f\u514d\u4f7f\u7528-2.0\u62162.0\u8fd9\u6837\u7684\u6781\u7aef\u503c\uff0c\u5b83\u4eec\u53ef\u80fd\u5bfc\u81f4\u8f93\u51fa\u8d28\u91cf\u4e0b\u964d<\/li>\n\n\n\n<li><strong>\u4e0efrequency_penalty\u914d\u5408<\/strong>\uff1a\u53ef\u4ee5\u4e0efrequency_penalty\u914d\u5408\u4f7f\u7528\uff0c\u4f46\u5efa\u8bae\u4e24\u8005\u90fd\u8bbe\u7f6e\u5728\u4e2d\u7b49\u8303\u56f4\u5185\uff0c\u907f\u514d\u8fc7\u5ea6\u60e9\u7f5a<\/li>\n\n\n\n<li><strong>\u6d4b\u8bd5\u4e0d\u540c\u503c<\/strong>\uff1a\u5bf9\u4e8e\u5173\u952e\u5e94\u7528\uff0c\u5efa\u8bae\u6d4b\u8bd5\u591a\u4e2a\u4e0d\u540c\u7684presence_penalty\u503c\uff0c\u627e\u5230\u6700\u9002\u5408\u4f60\u9700\u6c42\u7684\u8bbe\u7f6e<\/li>\n\n\n\n<li><strong>\u76d1\u63a7\u8f93\u51fa\u8d28\u91cf<\/strong>\uff1a\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u76d1\u63a7\u4e0d\u540cpresence_penalty\u503c\u4e0b\u7684\u8f93\u51fa\u8d28\u91cf\uff0c\u53ca\u65f6\u8c03\u6574\u53c2\u6570<\/li>\n\n\n\n<li><strong>\u8003\u8651\u5185\u5bb9\u957f\u5ea6<\/strong>\uff1a\u5bf9\u4e8e\u8f83\u957f\u7684\u5185\u5bb9\uff0c\u53ef\u80fd\u9700\u8981\u8f83\u9ad8\u7684presence_penalty\u503c\u6765\u907f\u514d\u91cd\u590d\uff1b\u5bf9\u4e8e\u8f83\u77ed\u7684\u5185\u5bb9\uff0c\u53ef\u4ee5\u4f7f\u7528\u8f83\u4f4e\u7684\u503c<\/li>\n\n\n\n<li><strong>\u6ce8\u610f\u8d1f\u9762\u5f71\u54cd<\/strong>\uff1a\u8fc7\u9ad8\u7684presence_penalty\u53ef\u80fd\u5bfc\u81f4\u8f93\u51fa\u53d8\u5f97\u4e0d\u8fde\u8d2f\u6216\u5931\u53bb\u91cd\u70b9\uff0c\u9700\u8981\u5e73\u8861\u591a\u6837\u6027\u548c\u8fde\u8d2f\u6027<\/li>\n\n\n\n<li><strong>\u8bb0\u5f55\u6700\u4f73\u5b9e\u8df5<\/strong>\uff1a\u4e3a\u4e0d\u540c\u7c7b\u578b\u7684\u4efb\u52a1\u8bb0\u5f55\u6700\u4f73\u7684presence_penalty\u8bbe\u7f6e\uff0c\u4fbf\u4e8e\u540e\u7eed\u53c2\u8003<\/li>\n\n\n\n<li><strong>\u5b9a\u671f\u8bc4\u4f30<\/strong>\uff1a\u5b9a\u671f\u8bc4\u4f30presence_penalty\u8bbe\u7f6e\u7684\u6548\u679c\uff0c\u6839\u636e\u5b9e\u9645\u4f7f\u7528\u60c5\u51b5\u8fdb\u884c\u8c03\u6574<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u89c1\u95ee\u9898\u89e3\u7b54<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u95ee\uff1apresence_penalty\u548cfrequency_penalty\u5e94\u8be5\u9009\u62e9\u54ea\u4e2a\uff1f<\/strong><br>\u7b54\uff1a\u8fd9\u53d6\u51b3\u4e8e\u4f60\u7684\u5177\u4f53\u9700\u6c42\u3002presence_penalty\u9002\u5408\u7528\u4e8e\u907f\u514d\u6982\u5ff5\u6216\u4e3b\u9898\u7684\u91cd\u590d\uff0cfrequency_penalty\u9002\u5408\u7528\u4e8e\u907f\u514d\u7279\u5b9a\u8bcd\u8bed\u7684\u91cd\u590d\u3002\u5982\u679c\u4f60\u5e0c\u671b\u5185\u5bb9\u66f4\u52a0\u4e30\u5bcc\u548c\u591a\u6837\u5316\uff0c\u4f7f\u7528presence_penalty\uff1b\u5982\u679c\u4f60\u5e0c\u671b\u8bcd\u6c47\u66f4\u52a0\u4e30\u5bcc\uff0c\u4f7f\u7528frequency_penalty\u3002\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u540c\u65f6\u4f7f\u7528\u4e24\u8005\uff0c\u4f46\u5efa\u8bae\u90fd\u8bbe\u7f6e\u5728\u4e2d\u7b49\u8303\u56f4\u5185\u3002<\/li>\n\n\n\n<li><strong>\u95ee\uff1apresence_penalty\u8bbe\u7f6e\u4e3a\u8d1f\u6570\u6709\u4ec0\u4e48\u6548\u679c\uff1f<\/strong><br>\u7b54\uff1a\u5f53presence_penalty\u8bbe\u7f6e\u4e3a\u8d1f\u6570\u65f6\uff0c\u6a21\u578b\u4f1a\u503e\u5411\u4e8e\u91cd\u590d\u4f7f\u7528\u5df2\u7ecf\u51fa\u73b0\u8fc7\u7684token\u3002\u8fd9\u53ef\u80fd\u5bfc\u81f4\u8f93\u51fa\u53d8\u5f97\u66f4\u52a0\u91cd\u590d\u548c\u5355\u8c03\u3002\u8d1f\u503c\u901a\u5e38\u7528\u4e8e\u9700\u8981\u5f3a\u8c03\u67d0\u4e9b\u6982\u5ff5\u6216\u8bcd\u8bed\u7684\u573a\u666f\uff0c\u4f46\u4e00\u822c\u4e0d\u5efa\u8bae\u4f7f\u7528\uff0c\u9664\u975e\u6709\u7279\u6b8a\u9700\u6c42\u3002<\/li>\n\n\n\n<li><strong>\u95ee\uff1apresence_penalty\u4f1a\u5f71\u54cdAPI\u7684\u54cd\u5e94\u65f6\u95f4\u5417\uff1f<\/strong><br>\u7b54\uff1apresence_penalty\u5bf9\u54cd\u5e94\u65f6\u95f4\u7684\u5f71\u54cd\u901a\u5e38\u5f88\u5c0f\u3002\u65e0\u8bbapresence_penalty\u503c\u5982\u4f55\uff0c\u6a21\u578b\u90fd\u9700\u8981\u8ddf\u8e2a\u5df2\u7ecf\u751f\u6210\u8fc7\u7684token\u3002\u4e3b\u8981\u7684\u8ba1\u7b97\u5f00\u9500\u5728\u4e8etoken\u7684\u751f\u6210\u548c\u6982\u7387\u8ba1\u7b97\uff0c\u800c\u4e0d\u662f\u60e9\u7f5a\u503c\u7684\u8ba1\u7b97\u3002\u56e0\u6b64\uff0c\u8c03\u6574presence_penalty\u503c\u901a\u5e38\u4e0d\u4f1a\u663e\u8457\u5f71\u54cd\u54cd\u5e94\u65f6\u95f4\u3002<\/li>\n\n\n\n<li><strong>\u95ee\uff1a\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684presence_penalty\u503c\uff1f<\/strong><br>\u7b54\uff1a\u9009\u62e9\u5408\u9002\u7684presence_penalty\u503c\u9700\u8981\u8003\u8651\u4ee5\u4e0b\u51e0\u4e2a\u56e0\u7d20\uff1a1\uff09\u4efb\u52a1\u7c7b\u578b\uff1a\u521b\u610f\u5199\u4f5c\u4f7f\u7528\u8f83\u9ad8\u503c\uff080.5-1.2\uff09\uff0c\u4ee3\u7801\u751f\u6210\u4f7f\u7528\u8f83\u4f4e\u503c\uff080.0-0.3\uff09\uff1b2\uff09\u5185\u5bb9\u957f\u5ea6\uff1a\u8f83\u957f\u7684\u5185\u5bb9\u53ef\u80fd\u9700\u8981\u8f83\u9ad8\u7684\u503c\uff1b3\uff09\u8f93\u51fa\u8d28\u91cf\u8981\u6c42\uff1a\u9700\u8981\u4e30\u5bcc\u591a\u6837\u7684\u5185\u5bb9\u65f6\u4f7f\u7528\u8f83\u9ad8\u503c\uff1b4\uff09\u7528\u6237\u504f\u597d\uff1a\u8003\u8651\u7528\u6237\u5bf9\u5185\u5bb9\u591a\u6837\u6027\u7684\u63a5\u53d7\u5ea6\u3002\u5efa\u8bae\u901a\u8fc7A\/B\u6d4b\u8bd5\u627e\u5230\u6700\u4f73\u503c\u3002<\/li>\n\n\n\n<li><strong>\u95ee\uff1apresence_penalty\u548cfrequency_penalty\u53ef\u4ee5\u540c\u65f6\u4f7f\u7528\u5417\uff1f<\/strong><br>\u7b54\uff1a\u53ef\u4ee5\u540c\u65f6\u4f7f\u7528\u8fd9\u4e24\u4e2a\u53c2\u6570\u3002\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u540c\u65f6\u4f7f\u7528\u53ef\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u6548\u679c\u3002\u4f46\u9700\u8981\u6ce8\u610f\uff0c\u4e0d\u8981\u5c06\u4e24\u4e2a\u53c2\u6570\u90fd\u8bbe\u7f6e\u5f97\u8fc7\u9ad8\uff0c\u5426\u5219\u53ef\u80fd\u5bfc\u81f4\u8f93\u51fa\u8d28\u91cf\u4e0b\u964d\u3002\u5efa\u8bae\u5c06\u4e24\u8005\u90fd\u8bbe\u7f6e\u5728\u4e2d\u7b49\u8303\u56f4\u5185\uff0c\u5982presence_penalty=0.6\u3001frequency_penalty=0.4\u3002\u901a\u8fc7\u6d4b\u8bd5\u627e\u5230\u6700\u4f73\u7ec4\u5408\u3002<\/li>\n\n\n\n<li><strong>\u95ee\uff1a\u8fc7\u9ad8\u7684presence_penalty\u4f1a\u5bfc\u81f4\u4ec0\u4e48\u95ee\u9898\uff1f<\/strong><br>\u7b54\uff1a\u8fc7\u9ad8\u7684presence_penalty\uff08\u59821.5-2.0\uff09\u53ef\u80fd\u5bfc\u81f4\u4ee5\u4e0b\u95ee\u9898\uff1a1\uff09\u8f93\u51fa\u53d8\u5f97\u4e0d\u8fde\u8d2f\uff0c\u7f3a\u4e4f\u903b\u8f91\u6027\uff1b2\uff09\u6a21\u578b\u53ef\u80fd\u751f\u6210\u4e0d\u76f8\u5173\u7684\u5185\u5bb9\uff0c\u504f\u79bb\u4e3b\u9898\uff1b3\uff09\u8f93\u51fa\u53ef\u80fd\u53d8\u5f97\u8fc7\u4e8e\u590d\u6742\uff0c\u96be\u4ee5\u7406\u89e3\uff1b4\uff09\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53ef\u80fd\u5bfc\u81f4\u6a21\u578b\u751f\u6210\u65e0\u610f\u4e49\u7684\u5185\u5bb9\u3002\u56e0\u6b64\uff0c\u5efa\u8bae\u907f\u514d\u4f7f\u7528\u6781\u7aef\u503c\uff0c\u9664\u975e\u6709\u7279\u6b8a\u9700\u6c42\u3002<\/li>\n\n\n\n<li><strong>\u95ee\uff1a\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u5982\u4f55\u4f7f\u7528presence_penalty\uff1f<\/strong><br>\u7b54\uff1a\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\uff0cpresence_penalty\u53c2\u6570\u9002\u7528\u4e8e\u6bcf\u4e00\u8f6e\u7684\u751f\u6210\u3002\u5efa\u8bae\u5728\u6574\u4e2a\u5bf9\u8bdd\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u76f8\u5bf9\u7a33\u5b9a\u7684presence_penalty\u503c\uff0c\u4ee5\u4fdd\u6301\u5bf9\u8bdd\u98ce\u683c\u7684\u4e00\u81f4\u6027\u3002\u5982\u679c\u9700\u8981\u8c03\u6574\uff0c\u53ef\u4ee5\u6839\u636e\u5bf9\u8bdd\u7684\u4e0d\u540c\u9636\u6bb5\u4f7f\u7528\u4e0d\u540c\u7684\u503c\uff0c\u4f8b\u5982\u5728\u5bf9\u8bdd\u5f00\u59cb\u65f6\u4f7f\u7528\u8f83\u4f4e\u7684\u503c\u4ee5\u5efa\u7acb\u8fde\u8d2f\u6027\uff0c\u5728\u5bf9\u8bdd\u540e\u671f\u4f7f\u7528\u8f83\u9ad8\u7684\u503c\u4ee5\u589e\u52a0\u591a\u6837\u6027\u3002\u4f46\u9891\u7e41\u6539\u53d8\u53c2\u6570\u53ef\u80fd\u4f1a\u5bfc\u81f4\u5bf9\u8bdd\u98ce\u683c\u4e0d\u4e00\u81f4\u3002<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h2 class=\"wp-block-heading\">OpenAI API\u517c\u5bb9\u683c\u5f0f\u76ee\u5f55<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/ai.taichi-maker.com\/index.php\/ai-development-referene\/ai-api-references\/openai-api-compatible-format\/openai-api-request-format\/\">\u8bf7\u6c42\u683c\u5f0f\u6982\u89c8<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/ai.taichi-maker.com\/index.php\/ai-development-referene\/ai-api-references\/openai-api-compatible-format\/openai-api-request-parameters\/\" data-type=\"link\" data-id=\"http:\/\/ai.taichi-maker.com\/index.php\/ai-development-referene\/ai-api-references\/openai-api-compatible-format\/openai-api-request-parameters\/\">\u8bf7\u6c42\u53c2\u6570\u8be6\u89e3<\/a>\n<ul class=\"wp-block-list\">\n<li><a 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