流式

优点：精细化操作，探究发现结果都是片段拼接来的，因此可以进行精细化修改

from openai import OpenAI
client = OpenAI(api_key="sk-5e002cf488964cae9a5a88915228453f", base_url="https://api.deepseek.com")

from openai import OpenAI
client = OpenAI(api_key="sk-5e002cf488964cae9a5a88915228453f", base_url="https://api.deepseek.com")

# Round 1
messages = [{"role": "user", "content": "9.11 和 9.8 哪个数更大？"}]
response = client.chat.completions.create(
    model="deepseek-reasoner",
    messages=messages,
    stream=True
)

response

<openai.Stream at 0x1c88e685880>

response_chunks = list(response)   # 用 list 是为了看数据。此处强制转换只能解包一次，因此第一次运行会出现结果，后面再运行就会显示空表格 [] 了。且后面无法再操作，需要前面重新再获取一遍
print(response_chunks)

[ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role='assistant', tool_calls=None, reasoning_content=''), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='首先'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='用户'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='的问题是'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='：“'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=' '), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='和'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=' '), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='8'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=' '), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='哪个'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='数'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='更大'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='？”'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='这是一个'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='比较'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='两个'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='小数'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='大小'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='的问题'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。\n\n'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='我需要'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='比较'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='和'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='8'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='这两个'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='数'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='都是'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='小数'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='但'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='表示'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='方式'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='不同'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='有'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='两位'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='小数'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='而'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='8'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='有一位'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='小数'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='为了'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='比较'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='它们'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='我应该'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='将它们'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='转换为'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='相同'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='的小'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='数'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='位数'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。\n\n'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='8'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='可以'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='写成'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='80'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='因为'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='8'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='等同于'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='80'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='这样'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='我'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='就可以'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='比较'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='和'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='80'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。\n\n'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='现在'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='比较'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='和'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='80'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='：'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='是'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='加上'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='0'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='而'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='80'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='是'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='加上'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='0'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='80'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='显然'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='0'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='80'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='大于'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='0'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='所以'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='80'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='大于'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。\n\n'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='因此'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='8'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='大于'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='\n\n'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='为了'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='确认'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='我可以'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='考虑'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='数值'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='：'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='是'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='九'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='点'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='一一'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='而'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='8'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='是'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='九'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='点'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='八'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='九'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='点'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='八'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='肯定'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='比'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='九'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='点'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='一'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='一大'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。\n\n'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='所以'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='我的'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='答案是'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='8'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='更大'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。\n\n'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='最后'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='我应该'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='用'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='中文'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='回复'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='因为'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='用户'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='的问题是'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='中文'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='的'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。'), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='比', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='11', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='更大', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='  \n', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='比较', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='小数', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='时', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='可以先', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='对齐', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='小数', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='位数', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='：', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='可以', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='看作', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='80', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='而', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='80', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='大于', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='11', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='（', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='因为', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='80', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' >', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='0', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='11', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='）。', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='  \n', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='更大的', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='数', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=None), ChatCompletionChunk(id='cc13fcf7-d986-4e51-98b5-cf150613e3c9', choices=[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason='stop', index=0, logprobs=None)], created=1760940504, model='deepseek-reasoner', object='chat.completion.chunk', service_tier=None, system_fingerprint='fp_ffc7281d48_prod0820_fp8_kvcache', usage=CompletionUsage(completion_tokens=288, prompt_tokens=18, total_tokens=306, completion_tokens_details=CompletionTokensDetails(accepted_prediction_tokens=None, audio_tokens=None, reasoning_tokens=220, rejected_prediction_tokens=None), prompt_tokens_details=PromptTokensDetails(audio_tokens=None, cached_tokens=0), prompt_cache_hit_tokens=0, prompt_cache_miss_tokens=18))]

for chunk in response:
    print(chunk)

for chunk in response:
    print(chunk.choices)

看过上面的 chunk，想继续看 chunk 里的 choices 发现又无法解包了，那么只能将问题请求和循环的代码放在一起，每次重新请求才行。

Round 1 messages = [{"role": "user", "content": "9.11 和 9.8 哪个数更大？"}] response = client.chat.completions.create( model="deepseek-reasoner", messages=messages, stream=True ) for chunk in response: print(chunk.choices)

# Round 1
messages = [{"role": "user", "content": "9.11 和 9.8 哪个数更大？"}]
response = client.chat.completions.create(
    model="deepseek-reasoner",
    messages=messages,
    stream=True
)

for chunk in response:
    print(chunk.choices)

[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role='assistant', tool_calls=None, reasoning_content=''), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='首先'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='，'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='用户'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='的问题是'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='：“'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=' '), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='和'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=' '), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='8'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=' '), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='哪个'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='数'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='更大'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='？”'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='这是一个'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='比较'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='两个'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='小数'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='大小'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='的问题'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='。\n\n'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='我需要'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='比较'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='9'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='.'), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=None, function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content='11'), finish_reason=None, index=0, logprobs=None)]
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[Choice(delta=ChoiceDelta(content='11', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='因此', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='80', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=' >', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='11', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='\n\n', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='所以', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='，', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='9', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='.', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='8', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content=' ', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='是', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='更大的', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='数', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='。', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason=None, index=0, logprobs=None)]
[Choice(delta=ChoiceDelta(content='', function_call=None, refusal=None, role=None, tool_calls=None, reasoning_content=None), finish_reason='stop', index=0, logprobs=None)]

reasoning_content = ""
content = ""

for chunk in response:
    if chunk.choices[0].delta.reasoning_content:
        reasoning_content += chunk.choices[0].delta.reasoning_content    # 把 chunk 的流式结果拼接
    else:
        content += chunk.choices[0].delta.content

# Round 2
messages.append({"role": "assistant", "content": content})
messages.append({'role': 'user', 'content': "How many Rs are there in the word 'strawberry'?"})
response = client.chat.completions.create(
    model="deepseek-reasoner",
    messages=messages,
    stream=True
)