发明新词

背景

这个提示测试了LLM创造新词并在句子中使用这些词的能力。

提示

A "whatpu" is a small, furry animal native to Tanzania. An example of a sentence that uses the word whatpu is:
We were traveling in Africa and we saw these very cute whatpus.

To do a "farduddle" means to jump up and down really fast. An example of a sentence that uses the word farduddle is:

代码 / API

GPT-4 (OpenAI)

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
)

Mixtral MoE 8x7B Instruct (Fireworks)

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=["","",""],
   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
)

参考

• Sparks of Artificial General Intelligence: Early experiments with GPT-4 (2023年4月13日)