跟无神学AI之Prompt_怎么用prompt训练ai

在大模型时代会写prompt变得很重要。

Prompt翻译为中文为提示词，在大模型的特定领域指的是大模型使用者给大模型提交的一种有一定格式的交互命令，让我们看看科大讯飞的大模型给出的答案——

Prompt是一种向人工智能模型提供的输入文本或指令，用于引导模型生成特定类型的输出。

在人工智能领域，尤其是自然语言处理（NLP）中，Prompt通常被用作与预训练语言模型交互的一种方式。通过精心设计的Prompt，可以指导模型生成符合预期的回答、文本续写、翻译等。Prompt的设计和优化对于提高模型的性能和准确性至关重要。以下是Prompt的一些关键特点：

1. 引导模型输出：通过提供特定的文本或指令，Prompt能够引导模型生成所需的内容。例如，在问答系统中，Prompt可以是一个问题，而模型的任务是生成相应的答案。
2. 限制生成空间：Prompt可以用来限制模型的生成空间，使其专注于特定主题或格式，从而提高输出的相关性和准确性。
3. 无监督任务中的应用：在无监督学习任务中，Prompt可以作为一种控制模型预测输出的方法，尤其是在缺乏大量标注数据的情况下。
4. 优化和结构化输出：为了获得更好的结果，Prompt需要经过优化，这可能包括调整措辞、长度或结构，以鼓励模型产生结构化和创新的输出。
5. 挑战和应用：设计有效的Prompt是一个挑战，因为它需要考虑如何避免误导模型产生错误或不准确的回应。同时，Prompt的应用范围广泛，从简单的文本补全到复杂的任务解决都可以使用Prompt技术。

综上所述，Prompt是人工智能领域中一个重要的概念，它通过为模型提供具体的输入来指导其生成过程，从而在各种应用场景中实现对模型行为的精细控制。

（内容由讯飞星火AI生成）

当然不仅有文本交互，还能用之进行文生图：

可以看出这些材料是有原作的痕迹，该模型有融合原作的成分，即使用原版星际宝贝的元素进行过训练。

博主的一些交互体验：

提示词：

角色：你是老师 。任务：你需要给考研复试学生一些准备建议，要求有浅显易懂且可实施。格式：请以英语的方式表达

模型执行结果：

Certainly! Here are some straightforward and practical tips for students preparing for their postgraduate entrance examination (often called the "kaoyan") interviews, expressed in English:

1. **Understand the Interview Process**:
   - Make sure you know the details of the interview process at your target institution, including the subjects tested, interview content, and evaluation criteria.
   - Confirm the time, location, and required documents for the interview to avoid last-minute stress.

2. **Review Your Specialized Knowledge**:
   - Focus on reviewing key concepts in your field that may be relevant to the interview.
   - Go through past exam questions, textbooks, or online courses to reinforce your understanding.

3. **Improve Interview Skills**:
   - Practice your self-introduction to ensure it's concise, clear, and highlights your strengths.
   - Simulate interview scenarios to practice answering common questions about research interests, future plans, and professional knowledge.
   - Pay attention to non-verbal communication, such as eye contact, facial expressions, and body language.

4. **Enhance English Proficiency**:
   - If English is part of the interview, focus on practicing spoken English and listening comprehension.
   - Engage in English activities like watching movies, listening to songs, or joining an English club to improve practical skills.

5. **Mental Preparation**:
   - Maintain a positive attitude and reduce nervousness.
   - Relax by meditating, exercising, or talking with friends.

6. **Health Management**:
   - Keep a regular sleep schedule to ensure you're well-rested.
   - Eat a balanced diet to stay healthy and energized.

7. **Hands-On Practice**:
   - Connect with current graduate students or faculty to learn more about the specific interview experience.
   - Participate in mock interviews to gain practical experience.

8. **Prepare Documents**:
   - Gather all necessary documents like transcripts, recommendation letters, and personal statements.
   - Ensure all documents are neat, complete, and organized as required.

9. **Dress Appropriately**:
   - Wear appropriate business attire to present a professional image.
   - Avoid anything too casual or inappropriate to make a good first impression.

10. **Time Management**:
    - Arrive at the venue early on the day of the interview to avoid rush and stress.
    - Allocate your time wisely to prepare adequately for each part of the interview.

Remember, the interview is not only about assessing your knowledge but also your overall qualities. Therefore, prepare comprehensively and show your best side. Wishing you a smooth interview process!

以下是一些准则（tips），来自OpenAI cook book

觉得有用的话给个一键三连哦！欢迎关注博主AI时代不迷路