Alibaba Cloud Model Studio:API または CLI を使用したファインチューニング

import os
from pathlib import Path
from openai import OpenAI

client = OpenAI(
    # If you have not configured an environment variable, replace the following line with api_key="sk-xxx" and use your Model Studio API key.
    # API keys for the Singapore and China (Beijing) regions are different. Get an API key: https://www.alibabacloud.com/help/model-studio/get-api-key
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    # The following is the URL for the Singapore region. If you use the service in the China (Beijing) region, replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1
    base_url="https://dashscope-intl.aliyuncs.com/compatible-mode/v1",
)

# test.jsonl is a local sample file.
file_object = client.files.create(file=Path("test.jsonl"), purpose="fine-tune")

print(file_object.model_dump_json())

import com.openai.client.OpenAIClient;
import com.openai.client.okhttp.OpenAIOkHttpClient;
import com.openai.models.files.*;

import java.nio.file.Path;
import java.nio.file.Paths;

public class Main {
    public static void main(String[] args) {
        // Create a client and use the API key from the environment variable.
        OpenAIClient client = OpenAIOkHttpClient.builder()
                // API keys for the Singapore and China (Beijing) regions are different. Get an API key: https://www.alibabacloud.com/help/model-studio/get-api-key
                .apiKey(System.getenv("DASHSCOPE_API_KEY"))
                // The following is the URL for the Singapore region. If you use the service in the China (Beijing) region, replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1
                .baseUrl("https://dashscope-intl.aliyuncs.com/compatible-mode/v1")
                .build();
        // Set the file path. Modify the path and filename as needed.
        Path filePath = Paths.get("src/main/java/org/example/test.txt");
        // Create file upload parameters.
        FileCreateParams params = FileCreateParams.builder()
                .file(filePath)
                .purpose(FilePurpose.of("fine-tune"))
                .build();

        // Upload the file.
        FileObject fileObject = client.files().create(params);
        System.out.println(fileObject);
    }
}

# ======= Important =======
# API keys for the Singapore and China (Beijing) regions are different. Get an API key: https://www.alibabacloud.com/help/model-studio/get-api-key
# The following is the URL for the Singapore region. If you use the service in the China (Beijing) region, replace the URL with: https://dashscope.aliyuncs.com/compatible-mode/v1/files
# === Delete this comment before running ===

curl -X POST https://dashscope-intl.aliyuncs.com/compatible-mode/v1/files \
-H "Authorization: Bearer $DASHSCOPE_API_KEY" \
--form 'file=@"test.jsonl"' \
--form 'purpose="fine-tune"'