LLMs for Creativity (用於創意生成的大型語言模型)
本段包含一組用於測試大型語言模型創造力能力的提示集合。
目錄
證明押韻
背景
此提示透過要求大型語言模型以詩的形式寫出質數無窮的證明，以測試其自然語言理解與創造力能力。
提示詞
你能寫出一個證明質數有無限多的詩，每一句都要押韻嗎？
程式
from openai import OpenAI
client = OpenAI()
response = client.chat.completions.create(
model="gpt-4",
messages=[
{
"role": "user",
"content": "Can you write a proof that there are infinitely many primes, with every line that rhymes?"
}
],
temperature=1,
max_tokens=256,
top_p=1,
frequency_penalty=0,
presence_penalty=0
)
import fireworks.client
fireworks.client.api_key = "<FIREWORKS_API_KEY>"
completion = fireworks.client.ChatCompletion.create(
model="accounts/fireworks/models/mixtral-8x7b-instruct",
messages=[
{
"role": "user",
"content": "Can you write a proof that there are infinitely many primes, with every line that rhymes?",
}
],
stop=["<|im_start|>","<|im_end|>","<|endoftext|>"],
stream=True,
n=1,
top_p=1,
top_k=40,
presence_penalty=0,
frequency_penalty=0,
prompt_truncate_len=1024,
context_length_exceeded_behavior="truncate",
temperature=0.9,
max_tokens=4000
)
以莎士比亞風格寫出質數無窮的證明
背景
以下提示旨在測試大型語言模型是否能以莎士比亞戲劇的風格，寫出質數無窮的證明。
提示詞
請寫出一個關於「質數有無限多」這一事實的證明，
以莎士比亞戲劇的風格呈現，透過兩位角色的對話爭論來展開此證明。
程式
from openai import OpenAI
client = OpenAI()
response = client.chat.completions.create(
model="gpt-4",
messages=[
{
"role": "user",
"content": "Can you write a proof that there are infinitely many primes, with every line that rhymes?"
}
],
temperature=1,
max_tokens=256,
top_p=1,
frequency_penalty=0,
presence_penalty=0
)
import fireworks.client
fireworks.client.api_key = "<FIREWORKS_API_KEY>"
completion = fireworks.client.ChatCompletion.create(
model="accounts/fireworks/models/mixtral-8x7b-instruct",
messages=[
{
"role": "user",
"content": "Can you write a proof that there are infinitely many primes, with every line that rhymes?",
}
],
stop=["<|im_start|>","<|im_end|>","<|endoftext|>"],
stream=True,
n=1,
top_p=1,
top_k=40,
presence_penalty=0,
frequency_penalty=0,
prompt_truncate_len=1024,
context_length_exceeded_behavior="truncate",
temperature=0.9,
max_tokens=4000
)
跨領域任務與大型語言模型
背景
以下提示旨在測試大型語言模型執行跨領域任務的能力，並展現其生成創意與新穎文本的能力。
提示詞
請以聖雄甘地（Mahatma Gandhi）的風格，寫一封支持信給卡絲杜芭·甘地（Kasturba Gandhi），為「電子」（Electron，一種亞原子粒子）參選美國總統背書。
程式
from openai import OpenAI
client = OpenAI()
response = client.chat.completions.create(
model="gpt-4",
messages=[
{
"role": "user",
"content": "Write a supporting letter to Kasturba Gandhi for Electron, a subatomic particle as a US presidential candidate by Mahatma Gandhi."
}
],
temperature=1,
max_tokens=1000,
top_p=1,
frequency_penalty=0,
presence_penalty=0
)
import fireworks.client
fireworks.client.api_key = "<FIREWORKS_API_KEY>"
completion = fireworks.client.ChatCompletion.create(
model="accounts/fireworks/models/mixtral-8x7b-instruct",
messages=[
{
"role": "user",
"content": "Write a supporting letter to Kasturba Gandhi for Electron, a subatomic particle as a US presidential candidate by Mahatma Gandhi.",
}
],
stop=["<|im_start|>","<|im_end|>","<|endoftext|>"],
stream=True,
n=1,
top_p=1,
top_k=40,
presence_penalty=0,
frequency_penalty=0,
prompt_truncate_len=1024,
context_length_exceeded_behavior="truncate",
temperature=0.9,
max_tokens=4000
)
創造新詞
背景
這道提示是為了測試大型語言模型（LLM）創造新詞並在句子中運用的能力。
提示詞
一個「**whatpu**」是一種原產於坦尚尼亞的小型多毛動物。使用 **whatpu** 這個詞的句子範例是： 我們當時在非洲旅行，看到這些非常可愛的 **whatpu**。
「**farduddle**」的意思是快速地上下跳動。使用 **farduddle** 這個詞的句子範例是：
程式
from openai import OpenAI
client = OpenAI()
response = client.chat.completions.create(
model="gpt-4",
messages=[
{
"role": "user",
"content": "A \"whatpu\" is a small, furry animal native to Tanzania. An example of a sentence that uses the word whatpu is:\nWe were traveling in Africa and we saw these very cute whatpus.\n\nTo do a \"farduddle\" means to jump up and down really fast. An example of a sentence that uses the word farduddle is:"
}
],
temperature=1,
max_tokens=256,
top_p=1,
frequency_penalty=0,
presence_penalty=0
)
import fireworks.client
fireworks.client.api_key = "<FIREWORKS_API_KEY>"
completion = fireworks.client.ChatCompletion.create(
model="accounts/fireworks/models/mixtral-8x7b-instruct",
messages=[
{
"role": "user",
"content": "A \"whatpu\" is a small, furry animal native to Tanzania. An example of a sentence that uses the word whatpu is:\nWe were traveling in Africa and we saw these very cute whatpus.\n\nTo do a \"farduddle\" means to jump up and down really fast. An example of a sentence that uses the word farduddle is:",
}
],
stop=["<|im_start|>","<|im_end|>","<|endoftext|>"],
stream=True,
n=1,
top_p=1,
top_k=40,
presence_penalty=0,
frequency_penalty=0,
prompt_truncate_len=1024,
context_length_exceeded_behavior="truncate",
temperature=0.9,
max_tokens=4000
)
References
上一篇：Prompt Hub - 用於程式碼生成的大型語言模型 (LLMs for Code Generation)
下一篇：Prompt Hub - 大型語言模型用於評估 (LLM Evaluation)