要求模型說明推論過程時，模型會回覆解決問題時採取的步驟。有時，這個過程能提升準確度和細微差異，尤其是內容困難的查詢。
推論步驟會納入回覆內容。如要從所需答案中剖析推論步驟，可以使用 XML 或其他分隔符指定輸出格式。
範例
舉例來說，假設您正在撰寫烹飪部落格，並希望模型說明讀者可能會如何解讀部落格的不同部分。如果您未指示模型說明原因，模型的回覆可能不如預期實用：
| 沒有推論 |
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What is the most likely interpretation of this sentence?
The sentence: "The chef seasoned the chicken and put it in the oven because it looked pale."
The chef seasoned the chicken and put it in the oven because it lacked color and needed cooking.
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您已瞭解模型如何預測讀者可能解讀句子的方式，但或許想進一步瞭解模型生成回覆時所做的具體預測。如下例所示，回覆品質也可能提升：
| 說明推論過程 |
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What is the most likely interpretation of this sentence? Explain your reasoning
The sentence: "The chef seasoned the chicken and put it in the oven because it looked pale."
Interpreting "The chef seasoned the chicken and put it in the oven because it looked pale."
The most likely interpretation is that the chef seasoned the chicken to add flavor and color, then put it in the oven to cook it.
Here's the reasoning:
- Seasoning is typically used to enhance the flavor of food. Chefs often use spices, herbs, and other ingredients to make their dishes more appealing.
- "Pale" suggests the chicken lacked visual appeal before being seasoned. This could imply it was unseasoned or simply lacking color from spices.
- Putting the chicken in the oven is a common cooking method. The sentence implies the chef's intention is to cook the chicken, not just season it.
Therefore, the chef's actions are likely aimed at both improving the taste and appearance of the chicken through seasoning and then cooking it in the oven.
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如要改善模型的回覆，可以指示模型逐步思考並說明推論過程。模型會將輸入內容分解為多個步驟，並說明解決問題時使用的推論：
| 逐步思考 |
|---|
What is the most likely interpretation of this sentence? Think step by step and print out
the thinking process.
Please output in JSON format with final answer in 'answer', and thinking steps in 'think' fields.
The sentence: "The chef seasoned the chicken and put it in the oven because it looked pale."
{
"answer": "The chef seasoned the chicken to enhance its flavor and put it in the oven to cook it because it appeared to be undercooked.",
"think": [
{
"step": 1,
"thought": "The chef seasoned the chicken. This suggests that the chef is preparing the chicken for cooking."
},
{
"step": 2,
"thought": "The chef put the chicken in the oven. This indicates that the chef is cooking the chicken."
},
{
"step": 3,
"thought": "The sentence states that the chicken looked pale. Pale chicken is often undercooked."
},
{
"step": 4,
"thought": "Combining these observations, it is most likely that the chef seasoned the chicken to enhance its flavor and put it in the oven to cook it because it appeared to be undercooked."
}
]
}
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提示模型列印思考過程後，模型生成的回覆更詳盡，您也進一步瞭解模型如何生成該回覆。
後續步驟
- 如要查看更多提示範例，請前往提示庫。