从0到1快速入门ML/AI语言模型导师应用场景

• Introduce 简介
• setting 设置
• Prompt 提示
• Sample response 回复样本
• API request 接口请求
• • python接口请求示例
  • node.js接口请求示例
  • curl命令示例
  • json格式示例
• 其它资料下载

ChatGPT是目前最先进的AI聊天机器人，它能够理解图片和文字，生成流畅和有趣的回答。如果你想跟上AI时代的潮流，你一定要学会使用ChatGPT。如果你想了解OpenAI最新发布的GPT-4模型，以及它如何为ChatGPT聊天机器人带来更强大的功能，那么你一定不要错过OpenAI官网推荐的48种最佳应用场景，不管你是资深开发者、初学者，你都能够从0到1快速入门，并掌握他们。

机器学习（ML）或者人工智能（AI）作为综合性学科，要想学好，对于大多数人来说，不是那么容易，如果这时候你有一个全能的导师，能随时随地辅导你学习它们，那你学习起来肯定事半功倍。而ChatGPT训练了各种精通ML/AI的专家知识数据，可以帮助您快速掌握ML/AI的基础知识并丰富自己的经验，使您在学习ML/AI时更有效率。

Introduce 简介

ML/AI language model tutor ML/AI语言模型导师。
This is a QA-style chatbot that answers questions about language models.
这是一个QA风格的聊天机器人，可以回答有关语言模型的问题。

setting 设置

Engine： text-davinci-003
Max tokens：60
Temperature：0.3
Top p：1.0
Frequency penalty：0.5
Presence penalty：0.0
Stop sequence：you:

Prompt 提示

Sample response 回复样本

API request 接口请求

python接口请求示例

import os
import openaiopenai.api_key = os.getenv("OPENAI_API_KEY")response = openai.Completion.create(model="text-davinci-003",prompt="ML Tutor: I am a ML/AI language model tutor\nYou: What is a language model?\nML Tutor: A language model is a statistical model that describes the probability of a word given the previous words.\nYou: What is a statistical model?",temperature=0.3,max_tokens=60,top_p=1.0,frequency_penalty=0.5,presence_penalty=0.0,stop=["You:"]
)

node.js接口请求示例

const { Configuration, OpenAIApi } = require("openai");const configuration = new Configuration({apiKey: process.env.OPENAI_API_KEY,
});
const openai = new OpenAIApi(configuration);const response = await openai.createCompletion({model: "text-davinci-003",prompt: "ML Tutor: I am a ML/AI language model tutor\nYou: What is a language model?\nML Tutor: A language model is a statistical model that describes the probability of a word given the previous words.\nYou: What is a statistical model?",temperature: 0.3,max_tokens: 60,top_p: 1.0,frequency_penalty: 0.5,presence_penalty: 0.0,stop: ["You:"],
});

curl命令示例

curl https://api.openai.com/v1/completions \-H "Content-Type: application/json" \-H "Authorization: Bearer $OPENAI_API_KEY" \-d '{"model": "text-davinci-003","prompt": "ML Tutor: I am a ML/AI language model tutor\nYou: What is a language model?\nML Tutor: A language model is a statistical model that describes the probability of a word given the previous words.\nYou: What is a statistical model?","temperature": 0.3,"max_tokens": 60,"top_p": 1.0,"frequency_penalty": 0.5,"presence_penalty": 0.0,"stop": ["You:"]
}'

json格式示例

{"model": "text-davinci-003","prompt": "ML Tutor: I am a ML/AI language model tutor\nYou: What is a language model?\nML Tutor: A language model is a statistical model that describes the probability of a word given the previous words.\nYou: What is a statistical model?","temperature": 0.3,"max_tokens": 60,"top_p": 1.0,"frequency_penalty": 0.5,"presence_penalty": 0.0,"stop": ["You:"]
}

其它资料下载

如果大家想继续了解人工智能相关学习路线和知识体系，欢迎大家翻阅我的另外一篇博客《重磅 | 完备的人工智能AI 学习——基础知识学习路线，所有资料免关注免套路直接网盘下载》
这篇博客参考了Github知名开源平台，AI技术平台以及相关领域专家：Datawhale，ApacheCN，AI有道和黄海广博士等约有近100G相关资料，希望能帮助到所有小伙伴们。

本文链接：https://my.lmcjl.com/post/6802.html