{"id":425,"date":"2026-01-13T20:11:42","date_gmt":"2026-01-13T12:11:42","guid":{"rendered":"http:\/\/ai.taichi-maker.com\/?page_id=425"},"modified":"2026-01-13T20:11:42","modified_gmt":"2026-01-13T12:11:42","slug":"top_logprobs","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\/top_logprobs\/","title":{"rendered":"OpenAI API\u517c\u5bb9\u683c\u5f0f\u8bf7\u6c42\u53c2\u6570 \u2013top_logprobs"},"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> \/ top_logprobs<\/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>top_logprobs<\/code>\u53c2\u6570\u662f\u4e00\u4e2a\u53ef\u9009\u7684\u6574\u6570\uff0c\u7528\u4e8e\u63a7\u5236API\u54cd\u5e94\u4e2d\u6bcf\u4e2atoken\u4f4d\u7f6e\u8fd4\u56de\u7684\u6700\u53ef\u80fdtoken\u7684\u6570\u91cf\u3002\u8fd9\u4e2a\u53c2\u6570\u63d0\u4f9b\u4e86\u66f4\u6df1\u5165\u7684\u6982\u7387\u5206\u5e03\u4fe1\u606f\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u7406\u89e3\u6a21\u578b\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u7684\u51b3\u7b56\u8fc7\u7a0b\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>top_logprobs<\/code>\u53c2\u6570\u662f\u4e00\u4e2a\u53ef\u9009\u7684\u53c2\u6570\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5de5\u4f5c\u539f\u7406<\/h2>\n\n\n\n<p>\u5f53<code>logprobs<\/code>\u8bbe\u7f6e\u4e3a<code>true<\/code>\u4e14<code>top_logprobs<\/code>\u5927\u4e8e0\u65f6\uff0cAPI\u4f1a\u5728\u54cd\u5e94\u4e2d\u8fd4\u56de\u6bcf\u4e2a\u4f4d\u7f6e\u7684\u524dN\u4e2a\u6700\u53ef\u80fd\u7684token\u53ca\u5176\u5bf9\u6570\u6982\u7387\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Top N Token<\/strong>\uff1a\u8fd4\u56de\u6bcf\u4e2a\u4f4d\u7f6e\u6982\u7387\u6700\u9ad8\u7684N\u4e2atoken<\/li>\n\n\n\n<li><strong>\u5bf9\u6570\u6982\u7387\u6392\u5e8f<\/strong>\uff1atoken\u6309\u7167\u5bf9\u6570\u6982\u7387\u4ece\u9ad8\u5230\u4f4e\u6392\u5e8f<\/li>\n\n\n\n<li><strong>\u6982\u7387\u5206\u5e03\u6d1e\u5bdf<\/strong>\uff1a\u4e86\u89e3\u6a21\u578b\u5728\u6bcf\u4e2a\u4f4d\u7f6e\u7684\u5907\u9009\u9009\u9879<\/li>\n\n\n\n<li><strong>\u51b3\u7b56\u900f\u660e\u5ea6<\/strong>\uff1a\u63ed\u793a\u6a21\u578b\u4e3a\u4ec0\u4e48\u9009\u62e9\u67d0\u4e2atoken\u800c\u4e0d\u662f\u5176\u4ed6token<\/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\">\u53c2\u6570\u683c\u5f0f<\/h2>\n\n\n\n<p><code>top_logprobs<\/code>\u662f\u4e00\u4e2a\u6574\u6570\u53c2\u6570\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>0<\/strong>\uff08\u9ed8\u8ba4\uff09\uff1a\u53ea\u8fd4\u56de\u5b9e\u9645\u751f\u6210\u7684token\u7684\u6982\u7387\uff0c\u4e0d\u8fd4\u56de\u5176\u4ed6\u5019\u9009token<\/li>\n\n\n\n<li><strong>1-20<\/strong>\uff1a\u8fd4\u56de\u524dN\u4e2a\u6700\u53ef\u80fd\u7684token\u53ca\u5176\u5bf9\u6570\u6982\u7387<\/li>\n\n\n\n<li><strong>\u6700\u5927\u503c<\/strong>\uff1a20\uff0c\u8d85\u8fc7\u6b64\u503c\u7684\u8bf7\u6c42\u5c06\u88ab\u62d2\u7edd<\/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\">\u5728\u8bf7\u6c42\u4f53\u4e2d\u7684\u4f7f\u7528<\/h2>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u5b8c\u6574\u7684\u8bf7\u6c42\u4f53\u793a\u4f8b\uff0c\u5c55\u793a\u4e86<code>top_logprobs<\/code>\u53c2\u6570\u7684\u4f4d\u7f6e\u548c\u7528\u6cd5\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\": \"user\",\n      \"content\": \"\u8bf7\u5199\u4e00\u6bb5\u5173\u4e8e\u6625\u5929\u7684\u63cf\u8ff0\u3002\"\n    }\n  &#93;,\n  \"logprobs\": true,\n  \"top_logprobs\": 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\">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\u5199\u4e00\u6bb5\u5173\u4e8e\u6625\u5929\u7684\u63cf\u8ff0\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\">logprobs<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">true<\/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\">top_logprobs<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">5<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>\"logprobs\": true<\/code> \u542f\u7528\u4e86\u5bf9\u6570\u6982\u7387\u8fd4\u56de\u529f\u80fd<\/li>\n\n\n\n<li><code>\"top_logprobs\": 5<\/code> \u6307\u5b9a\u8fd4\u56de\u6bcf\u4e2a\u4f4d\u7f6e\u524d5\u4e2a\u6700\u53ef\u80fd\u7684token<\/li>\n\n\n\n<li>top_logprobs\u5fc5\u987b\u4e0elogprobs=true\u914d\u5408\u4f7f\u7528\uff0c\u5426\u5219\u4f1a\u88ab\u5ffd\u7565<\/li>\n\n\n\n<li>\u589e\u52a0top_logprobs\u503c\u4f1a\u589e\u52a0\u54cd\u5e94\u6570\u636e\u91cf\uff0c\u4f46\u63d0\u4f9b\u66f4\u8be6\u7ec6\u7684\u6982\u7387\u5206\u5e03\u4fe1\u606f<\/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\">\u54cd\u5e94\u683c\u5f0f<\/h2>\n\n\n\n<p>\u5f53<code>top_logprobs<\/code>\u8bbe\u7f6e\u4e3a\u5927\u4e8e0\u7684\u503c\u65f6\uff0cAPI\u54cd\u5e94\u4e2d\u7684<code>logprobs<\/code>\u5bf9\u8c61\u4f1a\u5305\u542b<code>top_logprobs<\/code>\u6570\u7ec4\u3002\u4ee5\u4e0b\u662f\u54cd\u5e94\u7ed3\u6784\u7684\u793a\u4f8b\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);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  \"id\": \"chatcmpl-123\",\n  \"object\": \"chat.completion\",\n  \"created\": 1677652288,\n  \"model\": \"gpt-5.2\",\n  \"choices\": [\n    {\n      \"index\": 0,\n      \"message\": {\n        \"role\": \"assistant\",\n        \"content\": \"\u6625\u5929\u662f\u4e00\u4e2a\u5145\u6ee1\u751f\u673a\u548c\u5e0c\u671b\u7684\u5b63\u8282\u3002\"\n      },\n      \"logprobs\": {\n        \"content\": [\n          {\n            \"token\": \"\u6625\u5929\",\n            \"logprob\": -0.1234,\n            \"top_logprobs\": &#91;\n              {\"token\": \"\u6625\u5929\", \"logprob\": -0.1234},\n              {\"token\": \"\u590f\u5b63\", \"logprob\": -2.3456},\n              {\"token\": \"\u51ac\u5b63\", \"logprob\": -3.4567},\n              {\"token\": \"\u79cb\u5b63\", \"logprob\": -4.5678},\n              {\"token\": \"\u65f6\u5149\", \"logprob\": -5.6789}\n            &#93;\n          },\n          {\n            \"token\": \"\u662f\",\n            \"logprob\": -0.2345,\n            \"top_logprobs\": &#91;\n              {\"token\": \"\u662f\", \"logprob\": -0.2345},\n              {\"token\": \"\u7684\", \"logprob\": -1.2345},\n              {\"token\": \"\u5145\u6ee1\", \"logprob\": -2.3456}\n            &#93;\n          }\n        ]\n      },\n      \"finish_reason\": \"stop\"\n    }\n  ]\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\">id<\/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\">chatcmpl-123<\/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\">object<\/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\">chat.completion<\/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\">created<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1677652288<\/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\">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\">choices<\/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\">index<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0<\/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\">message<\/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\">&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\">assistant<\/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\">\u6625\u5929\u662f\u4e00\u4e2a\u5145\u6ee1\u751f\u673a\u548c\u5e0c\u671b\u7684\u5b63\u8282\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\">&quot;<\/span><span style=\"color: #8FBCBB\">logprobs<\/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\">&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\">[<\/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\">token<\/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\">\u6625\u5929<\/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\">logprob<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">-0.1234<\/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\">top_logprobs<\/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 style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">token<\/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\">\u6625\u5929<\/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: #8FBCBB\">logprob<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">-0.1234<\/span><span style=\"color: #ECEFF4\">},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">              <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">token<\/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\">\u590f\u5b63<\/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: #8FBCBB\">logprob<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">-2.3456<\/span><span style=\"color: #ECEFF4\">},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">              <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">token<\/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\">\u51ac\u5b63<\/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: #8FBCBB\">logprob<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">-3.4567<\/span><span style=\"color: #ECEFF4\">},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">              <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">token<\/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\">\u79cb\u5b63<\/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: #8FBCBB\">logprob<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">-4.5678<\/span><span style=\"color: #ECEFF4\">},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">              <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">token<\/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\">\u65f6\u5149<\/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: #8FBCBB\">logprob<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">-5.6789<\/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\">},<\/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\">token<\/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\">\u662f<\/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\">logprob<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">-0.2345<\/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\">top_logprobs<\/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 style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">token<\/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\">\u662f<\/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: #8FBCBB\">logprob<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">-0.2345<\/span><span style=\"color: #ECEFF4\">},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">              <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">token<\/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\">\u7684<\/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: #8FBCBB\">logprob<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">-1.2345<\/span><span style=\"color: #ECEFF4\">},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">              <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">token<\/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\">\u5145\u6ee1<\/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: #8FBCBB\">logprob<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">-2.3456<\/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\">}<\/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\">finish_reason<\/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\">stop<\/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: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p>\u54cd\u5e94\u4e2d\u7684\u5173\u952e\u5b57\u6bb5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>token<\/strong>\uff1a\u5b9e\u9645\u751f\u6210\u7684token\u6587\u672c<\/li>\n\n\n\n<li><strong>logprob<\/strong>\uff1a\u8be5token\u7684\u5bf9\u6570\u6982\u7387\u503c<\/li>\n\n\n\n<li><strong>top_logprobs<\/strong>\uff1a\u8be5\u4f4d\u7f6e\u524dN\u4e2a\u6700\u53ef\u80fd\u7684token\u6570\u7ec4\uff0c\u6309\u5bf9\u6570\u6982\u7387\u4ece\u9ad8\u5230\u4f4e\u6392\u5e8f<\/li>\n\n\n\n<li>\u6bcf\u4e2atop_logprobs\u5143\u7d20\u5305\u542btoken\u548clogprob\u4e24\u4e2a\u5b57\u6bb5<\/li>\n<\/ul>\n\n\n\n<p>\u8bf7\u6ce8\u610f\uff1a\u4ee5\u4e0a\u54cd\u5e94\u7ed3\u6784\u793a\u4f8b\u4ec5\u4f9b\u53c2\u8003\uff0c\u5b9e\u9645\u54cd\u5e94\u53ef\u80fd\u4f1a\u7531\u4e8e\u4e0d\u540c\u4eba\u5de5\u667a\u80fd\u6a21\u578bAPI\u670d\u52a1\u5546<\/p>\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 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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\uff1atop_logprobs\u548ctop_p\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/strong><br>\u7b54\uff1atop_logprobs\u548ctop_p\u662f\u4e24\u4e2a\u4e0d\u540c\u7684\u53c2\u6570\u3002top_logprobs\u7528\u4e8e\u63a7\u5236\u54cd\u5e94\u4e2d\u8fd4\u56de\u7684top 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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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