书生大模型学习笔记5 - 提示词工程实践

部署internlm2_5-1_8b-chat

CUDA_VISIBLE_DEVICES=0 lmdeploy serve gradio /share/new_models/Shanghai_AI_Laboratory/internlm2_5-1_8b-chat

提示设计框架

CRISPE

• Capacity and Role (能力与角色)：希望 ChatGPT 扮演怎样的角色。​
• Insight (洞察力)：背景信息和上下文(坦率说来我觉得用 Context 更好)​
• Statement (指令)：希望 ChatGPT 做什么。​
• Personality (个性)：希望 ChatGPT 以什么风格或方式回答你。​
• Experiment (尝试)：要求 ChatGPT提供多个答案。

写出的提示如下：

Act as an expert on software development on the topic of machine learning frameworks, and an expert blog writer. The audience for this blog is technical professionals who are interested in learning about the latest advancements in machine learning. Provide a comprehensive overview of the most popular machine learning frameworks, including their strengths and weaknesses. Include real-life examples and case studies to illustrate how these frameworks have been successfully used in various industries. When responding, use a mix of the writing styles of Andrej Karpathy, Francois Chollet, Jeremy Howard, and Yann LeCun.