{"id":3258,"date":"2024-06-14T16:47:01","date_gmt":"2024-06-14T08:47:01","guid":{"rendered":"https:\/\/www.talktop.cn\/?p=3258"},"modified":"2024-12-07T22:41:15","modified_gmt":"2024-12-07T14:41:15","slug":"chatgpt3-5-turbo%e5%be%ae%e8%b0%83%e4%bd%bf%e7%94%a8%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/www.talktop.cn\/?p=3258","title":{"rendered":"ChatGPT-3.5 Turbo \u5fae\u8c03\u4f7f\u7528\u6307\u5357"},"content":{"rendered":"\n

ChatGPT 3.5 Turbo \u662f OpenAI \u63a8\u51fa\u7684\u6700\u65b0\u6539\u8fdb\u7248\u8bed\u8a00\u6a21\u578b\u3002\u901a\u8fc7\u5fae\u8c03\uff0c\u60a8\u53ef\u4ee5\u5b9a\u5236\u8be5\u6a21\u578b\u4ee5\u9002\u5e94\u7279\u5b9a\u4efb\u52a1\uff0c\u4ece\u800c\u63d0\u9ad8\u5176\u5728\u7279\u5b9a\u9886\u57df\u7684\u8868\u73b0\u3002\u4e0b\u9762\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528 GPT-3.5 Turbo \u8fdb\u884c\u5fae\u8c03\uff0c\u5e76\u63d0\u4f9b\u8be6\u7ec6\u7684\u6b65\u9aa4\u548c\u4ee3\u7801\u793a\u4f8b\u3002<\/p>\n\n\n\n

\u5982\u9700\u4ee3\u6ce8\u518cGPT\u5e10\u53f7\u3001\u4ee3\u5145\u503c GPT4.0\u4f1a\u5458\uff08plus\uff09\u53ca\u5145\u503cAPI\uff0c\u8bf7\u6dfb\u52a0\u7ad9\u957f\u5fae\u4fe1\uff08wsxx1415\uff09<\/a><\/mark><\/strong><\/p>\n\n\n\n

\u4e00\u3001GPT-3.5 Turbo \u7684\u4f18\u52bf<\/h5>\n\n\n\n
    \n
  1. \u6027\u80fd\u63d0\u5347<\/strong>\uff1aGPT-3.5 Turbo \u5728\u67b6\u6784\u548c\u7b97\u6cd5\u4e0a\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6a21\u578b\u7684\u63a8\u7406\u901f\u5ea6\u548c\u54cd\u5e94\u65f6\u95f4\u3002\u7528\u6237\u53ef\u4ee5\u5728\u66f4\u77ed\u7684\u65f6\u95f4\u5185\u83b7\u5f97\u9ad8\u8d28\u91cf\u7684\u8f93\u51fa\u3002<\/li>\n\n\n\n
  2. \u6210\u672c\u6548\u76ca<\/strong>\uff1a\u7531\u4e8e\u5176\u66f4\u9ad8\u7684\u6548\u7387\uff0cGPT-3.5 Turbo \u7684\u8fd0\u884c\u6210\u672c\u66f4\u4f4e\uff0c\u4f7f\u5f97\u5927\u89c4\u6a21\u5e94\u7528\u66f4\u52a0\u7ecf\u6d4e\u5b9e\u60e0\u3002<\/li>\n\n\n\n
  3. \u9ad8\u5b9a\u5236\u5316<\/strong>\uff1a\u5c3d\u7ba1\u6027\u80fd\u548c\u6548\u7387\u5f97\u5230\u4e86\u63d0\u5347\uff0cGPT-3.5 Turbo \u4ecd\u4fdd\u6301\u4e86\u4e0e GPT-3 \u540c\u7b49\u7684\u8f93\u51fa\u8d28\u91cf\uff0c\u80fd\u591f\u5904\u7406\u5782\u76f4\u9886\u57df\u5185\u5bb9\u6216\u5b9a\u5236\u5316\u7684\u5927\u6a21\u578b\u3002<\/li>\n\n\n\n
  4. \u517c\u5bb9\u6027<\/strong>\uff1aGPT-3.5 Turbo \u4e0e GPT-3 \u5728\u529f\u80fd\u4e0a\u9ad8\u5ea6\u517c\u5bb9\uff0c\u8fd9\u610f\u5473\u7740\u73b0\u6709\u7684 GPT-3 \u5e94\u7528\u53ef\u4ee5\u65e0\u7f1d\u8fc1\u79fb\u5230 GPT-3.5 Turbo \u4e0a\uff0c\u65e0\u9700\u8fdb\u884c\u5927\u89c4\u6a21\u4fee\u6539\u3002<\/li>\n<\/ol>\n\n\n\n
    \u4e8c\u3001\u5fae\u8c03\u57fa\u672c\u6d41\u7a0b<\/h5>\n\n\n\n

    \u5fae\u8c03 GPT-3.5 Turbo \u7684\u57fa\u672c\u6d41\u7a0b\u5206\u4e3a\u56db\u4e2a\u6b65\u9aa4\uff1a<\/p>\n\n\n\n

      \n
    1. \u51c6\u5907\u8bed\u6599<\/strong><\/li>\n\n\n\n
    2. \u4e0a\u4f20\u6587\u4ef6<\/strong><\/li>\n\n\n\n
    3. \u542f\u52a8\u5fae\u8c03\u4efb\u52a1<\/strong><\/li>\n\n\n\n
    4. \u4f7f\u7528\u5fae\u8c03\u6a21\u578b<\/strong><\/li>\n<\/ol>\n\n\n\n
      \u6b65\u9aa4 1\uff1a\u51c6\u5907\u8bed\u6599<\/h6>\n\n\n\n

      \u9996\u5148\uff0c\u60a8\u9700\u8981\u6309\u8981\u6c42\u51c6\u5907\u8bed\u6599\u683c\u5f0f\u3002OpenAI \u9700\u8981\u4ee5\u4e0b\u683c\u5f0f\u7684 JSONL \u6587\u4ef6\uff1a<\/p>\n\n\n\n

      {\"prompt\": \"<|endoftext|>\u8f93\u5165\u6587\u672c1<|endoftext|>\", \"completion\": \"\u8f93\u51fa\u6587\u672c1\"}\n{\"prompt\": \"<|endoftext|>\u8f93\u5165\u6587\u672c2<|endoftext|>\", \"completion\": \"\u8f93\u51fa\u6587\u672c2\"}<\/code><\/pre>\n\n\n\n
      \u786e\u4fdd\u6bcf\u4e00\u884c\u90fd\u662f\u4e00\u4e2a JSON \u5bf9\u8c61\uff0c\u5305\u542b prompt<\/code> \u548c completion<\/code> \u5b57\u6bb5\u3002<\/p>\n\n\n\n
      \u6b65\u9aa4 2\uff1a\u4e0a\u4f20\u6587\u4ef6<\/h6>\n\n\n\n
      \u901a\u8fc7 API \u4e0a\u4f20\u8bed\u6599\u5230 OpenAI \u670d\u52a1\u5668\u3002\u60a8\u9700\u8981 OpenAI API \u5bc6\u94a5\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a Java \u793a\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u4e0a\u4f20\u6587\u4ef6\uff1a<\/p>\n\n\n\n
      import java.io.*;\nimport java.net.HttpURLConnection;\nimport java.net.URL;\nimport java.nio.file.Files;\nimport java.nio.file.Paths;\nimport org.json.JSONObject;\n\npublic class UploadFile {\n    private static final String API_KEY = \"YOUR_API_KEY\"; \/\/ \u66ff\u6362\u4e3a\u60a8\u7684API\u5bc6\u94a5\n\n    public static void main(String[] args) throws IOException {\n        String filePath = \"path\/to\/your\/file.jsonl\"; \/\/ \u66ff\u6362\u4e3a\u60a8\u7684\u6587\u4ef6\u8def\u5f84\n        String response = uploadFile(filePath);\n        System.out.println(\"Upload Response: \" + response);\n    }\n\n    private static String uploadFile(String filePath) throws IOException {\n        URL url = new URL(\"https:\/\/api.openai.com\/v1\/files\");\n        HttpURLConnection connection = (HttpURLConnection) url.openConnection();\n        connection.setRequestMethod(\"POST\");\n        connection.setRequestProperty(\"Authorization\", \"Bearer \" + API_KEY);\n        connection.setRequestProperty(\"Content-Type\", \"multipart\/form-data; boundary=---011000010111000001101001\");\n        connection.setDoOutput(true);\n\n        String boundary = \"---011000010111000001101001\";\n        String LINE_FEED = \"\\r\\n\";\n        OutputStream outputStream = connection.getOutputStream();\n        PrintWriter writer = new PrintWriter(new OutputStreamWriter(outputStream, \"UTF-8\"), true);\n\n        \/\/ \u6dfb\u52a0\u6587\u4ef6\u90e8\u5206\n        writer.append(\"--\" + boundary).append(LINE_FEED);\n        writer.append(\"Content-Disposition: form-data; name=\\\"file\\\"; filename=\\\"\" + filePath + \"\\\"\").append(LINE_FEED);\n        writer.append(\"Content-Type: application\/jsonl\").append(LINE_FEED);\n        writer.append(LINE_FEED).flush();\n        Files.copy(Paths.get(filePath), outputStream);\n        outputStream.flush();\n        writer.append(LINE_FEED).flush();\n        writer.append(\"--\" + boundary + \"--\").append(LINE_FEED).flush();\n\n        \/\/ \u54cd\u5e94\u5904\u7406\n        BufferedReader in = new BufferedReader(new InputStreamReader(connection.getInputStream()));\n        String inputLine;\n        StringBuilder response = new StringBuilder();\n        while ((inputLine = in.readLine()) != null) {\n            response.append(inputLine);\n        }\n        in.close();\n        connection.disconnect();\n\n        return response.toString();\n    }\n}<\/code><\/pre>\n\n\n\n
      \u4e0a\u4f20\u5b8c\u6210\u540e\uff0c\u60a8\u4f1a\u83b7\u5f97\u4e00\u4e2a\u6587\u4ef6 ID\uff0c\u7528\u4e8e\u542f\u52a8\u5fae\u8c03\u4efb\u52a1\u3002<\/p>\n\n\n\n
      \u6b65\u9aa4 3\uff1a\u542f\u52a8\u5fae\u8c03\u4efb\u52a1<\/h6>\n\n\n\n
      \u4f7f\u7528\u6587\u4ef6 ID \u548c\u6307\u5b9a\u6a21\u578b\u542f\u52a8\u5fae\u8c03\u4efb\u52a1\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a Java \u793a\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u542f\u52a8\u5fae\u8c03\u4efb\u52a1\uff1a<\/p>\n\n\n\n
      import java.io.OutputStream;\nimport java.net.HttpURLConnection;\nimport java.net.URL;\nimport org.json.JSONObject;\n\npublic class FineTuneModel {\n    private static final String API_KEY = \"YOUR_API_KEY\"; \/\/ \u66ff\u6362\u4e3a\u60a8\u7684API\u5bc6\u94a5\n\n    public static void main(String[] args) {\n        try {\n            String fileId = \"file-XXXXXXXXXXXX\"; \/\/ \u66ff\u6362\u4e3a\u4e0a\u4f20\u6587\u4ef6\u83b7\u5f97\u7684\u6587\u4ef6ID\n            String response = createFineTuneJob(fileId);\n            System.out.println(\"Fine-tune Job Response: \" + response);\n        } catch (Exception e) {\n            e.printStackTrace();\n        }\n    }\n\n    private static String createFineTuneJob(String fileId) throws Exception {\n        URL url = new URL(\"https:\/\/api.openai.com\/v1\/fine-tunes\");\n        HttpURLConnection connection = (HttpURLConnection) url.openConnection();\n        connection.setRequestMethod(\"POST\");\n        connection.setRequestProperty(\"Authorization\", \"Bearer \" + API_KEY);\n        connection.setRequestProperty(\"Content-Type\", \"application\/json\");\n        connection.setDoOutput(true);\n\n        JSONObject jsonInput = new JSONObject();\n        jsonInput.put(\"training_file\", fileId);\n        jsonInput.put(\"model\", \"gpt-3.5-turbo-0613\"); \/\/ \u6307\u5b9a\u6a21\u578b\n\n        OutputStream os = connection.getOutputStream();\n        os.write(jsonInput.toString().getBytes(\"utf-8\"));\n        os.close();\n\n        BufferedReader in = new BufferedReader(new InputStreamReader(connection.getInputStream()));\n        String inputLine;\n        StringBuilder response = new StringBuilder();\n        while ((inputLine = in.readLine()) != null) {\n            response.append(inputLine);\n        }\n        in.close();\n        connection.disconnect();\n\n        return response.toString();\n    }\n}<\/code><\/pre>\n\n\n\n
      \u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u60a8\u4f1a\u6536\u5230\u4e00\u5c01\u90ae\u4ef6\uff0c\u544a\u77e5\u5fae\u8c03\u5b8c\u6210\uff0c\u5e76\u63d0\u4f9b\u65b0\u7684\u6a21\u578b\u540d\u79f0\u3002<\/p>\n\n\n\n
      \u6b65\u9aa4 4\uff1a\u4f7f\u7528\u5fae\u8c03\u6a21\u578b<\/h6>\n\n\n\n
      \u4f7f\u7528\u5fae\u8c03\u540e\u7684\u6a21\u578b\uff0c\u60a8\u53ea\u9700\u5207\u6362\u5230\u65b0\u7684\u6a21\u578b\u540d\u79f0\uff0c\u7136\u540e\u6b63\u5e38\u8c03\u7528\u5373\u53ef\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a Java \u793a\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u8c03\u7528\u5fae\u8c03\u6a21\u578b\uff1a<\/p>\n\n\n\n
      import java.net.HttpURLConnection;\nimport java.net.URL;\nimport java.io.OutputStream;\nimport java.io.BufferedReader;\nimport java.io.InputStreamReader;\nimport org.json.JSONObject;\n\npublic class UseFineTunedModel {\n    private static final String API_KEY = \"YOUR_API_KEY\"; \/\/ \u66ff\u6362\u4e3a\u60a8\u7684API\u5bc6\u94a5\n\n    public static void main(String[] args) {\n        try {\n            String response = generateText(\"\u4ecb\u7ecd\u4e00\u4e0bGPT-3.5 Turbo\u7684\u4e3b\u8981\u4f18\u52bf\u3002\");\n            System.out.println(\"Generated Text: \" + response);\n        } catch (Exception e) {\n            e.printStackTrace();\n        }\n    }\n\n    private static String generateText(String prompt) throws Exception {\n        URL url = new URL(\"https:\/\/api.openai.com\/v1\/engines\/YOUR_FINE_TUNED_MODEL_NAME\/completions\"); \/\/ \u66ff\u6362\u4e3a\u60a8\u7684\u5fae\u8c03\u6a21\u578b\u540d\u79f0\n        HttpURLConnection connection = (HttpURLConnection) url.openConnection();\n        connection.setRequestMethod(\"POST\");\n        connection.setRequestProperty(\"Authorization\", \"Bearer \" + API_KEY);\n        connection.setRequestProperty(\"Content-Type\", \"application\/json\");\n        connection.setDoOutput(true);\n\n        JSONObject jsonInput = new JSONObject();\n        jsonInput.put(\"prompt\", prompt);\n        jsonInput.put(\"max_tokens\", 100);\n\n        OutputStream os = connection.getOutputStream();\n        os.write(jsonInput.toString().getBytes(\"utf-8\"));\n        os.close();\n\n        BufferedReader in = new BufferedReader(new InputStreamReader(connection.getInputStream()));\n        String inputLine;\n        StringBuilder response = new StringBuilder();\n        while ((inputLine = in.readLine()) != null) {\n            response.append(inputLine);\n        }\n        in.close();\n        connection.disconnect();\n\n        return response.toString();\n    }\n}<\/code><\/pre>\n\n\n\n
      \u603b\u7ed3<\/h5>\n\n\n\n
      \u901a\u8fc7\u4e0a\u8ff0\u6b65\u9aa4\uff0c\u60a8\u53ef\u4ee5\u8f7b\u677e\u5b8c\u6210 GPT-3.5 Turbo \u7684\u5fae\u8c03\u548c\u4f7f\u7528\u8fc7\u7a0b\u3002\u8fd9\u4e0d\u4ec5\u80fd\u5e2e\u52a9\u60a8\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u4f18\u5316\u6a21\u578b\u6027\u80fd\uff0c\u8fd8\u80fd\u63d0\u5347\u5e94\u7528\u7684\u667a\u80fd\u5316\u548c\u7cbe\u51c6\u5ea6\u3002\u5e0c\u671b\u8fd9\u7bc7\u6307\u5357\u80fd\u4e3a\u60a8\u7684\u9879\u76ee\u63d0\u4f9b\u5e2e\u52a9\uff0c\u8ba9\u60a8\u5145\u5206\u53d1\u6325 GPT-3.5 Turbo \u7684\u5f3a\u5927\u529f\u80fd\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
      ChatGPT 3.5 Turbo \u662f OpenAI \u63a8\u51fa\u7684\u6700\u65b0\u6539\u8fdb\u7248\u8bed\u8a00\u6a21\u578b\u3002\u901a\u8fc7\u5fae\u8c03\uff0c\u60a8\u53ef\u4ee5\u5b9a\u5236\u8be5\u6a21\u578b\u4ee5\u9002 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[93],"tags":[17],"class_list":["post-3258","post","type-post","status-publish","format-standard","hentry","category-93","tag-chatgpt"],"yoast_head":"\nChatGPT-3.5 Turbo \u5fae\u8c03\u4f7f\u7528\u6307\u5357<\/title>\n<meta name=\"description\" content=\"ChatGPT 3.5 Turbo \u662f OpenAI 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