tests/sample/test_client.py

import os


def test_client():
    import json

    from swift import SamplingArguments, sampling_main
    base_url = 'https://dashscope.aliyuncs.com/compatible-mode/v1'
    api_key = os.environ.get('OPENAI_API_KEY')
    engine_kwargs = json.dumps({
        'base_url': base_url,
        'api_key': api_key,
    })
    dataset = 'tastelikefeet/competition_math#5'
    system = """A conversation between User and Assistant. The user asks a question, and the Assistant solves it.
        The assistant first thinks about the reasoning process in the mind and then provides the user
        with the answer. The reasoning process and answer are enclosed
        within <think> </think> and <answer> </answer> tags, respectively,
        i.e., <think> reasoning process here </think> <answer> answer here </answer>."""
    args = SamplingArguments(
        sampler_type='distill',
        sampler_engine='client',
        model='deepseek-r1',
        dataset=dataset,
        num_return_sequences=1,
        stream=True,
        system=system,
        temperature=0.6,
        top_p=0.95,
        engine_kwargs=engine_kwargs,
    )
    sampling_main(args)


if __name__ == '__main__':
    test_client()