使用LLMs添加奇数
背景
这个提示通过提示LLM检查奇数相加是否等于偶数来测试其数学能力。在这个例子中，我们还将利用思维链提示。
提示
The odd numbers in this group add up to an even number: 15, 32, 5, 13, 82, 7, 1.
Solve by breaking the problem into steps. First, identify the odd numbers, add them, and indicate whether the result is odd or even. 代码 / API
from openai import OpenAI
client = OpenAI()
response = client.chat.completions.create(
model="gpt-4",
messages=[
{
"role": "user",
"content": "The odd numbers in this group add up to an even number: 15, 32, 5, 13, 82, 7, 1. \nSolve by breaking the problem into steps. First, identify the odd numbers, add them, and indicate whether the result is odd or even."
}
],
temperature=1,
max_tokens=256,
top_p=1,
frequency_penalty=0,
presence_penalty=0
)参考
- 人工通用智能的火花：GPT-4的早期实验 (在新标签页中打开) (2023年4月13日)