How to master the superb deepseek tips for efficient use?

The core of the problem is not deepseek, there is no difference between deepseek and other techniques for using large models that you can find in the AI commands You'll learn a lot of tips on how to use deepseek, and you'll want to know about the specific tips for deepseek.  DeepSeek-r1 belongs to the inference model, by his particular technique of using it, for example:OpenAI Release: Applications and Best Practices for AI Inference Modeling ,Hint Engineering for OpenAI O1 and O3-mini Inference Models The following are some clichéd tips for efficient use of the more general hints command. Here are some clichéd tips for efficient use of the more general hints command.

I. Instruction to construct a golden triangle

Structured Questioning Formula::[角色]+[任务]+[输出要求]+[风格限定]

• Failure Cases:解释机器学习
• Success Stories:作为AI算法工程师，用比喻手法向高中生解释监督学习与无监督学习的区别，要求对比表格形式呈现，附带生活案例

Core Parameters Comparison Table

II. Contextual control techniques

1. Memory guidance techniques

2. Knowledge boundary statements

Accurate knowledge retrieval::据2024年arXiv论文《LLM...》，请验证...
Fuzzy Reasoning Statement::假设你是量子计算专家，推测...

III. Enhancement strategies in specialized areas

Academic Research Scenarios

以Nature论文评审视角，分析这篇生成式AI伦理论文的5个创新点和3个方法论缺陷，引用ACM2023会议文献支持观点

Code Development Scenarios

"""
需求：开发PyTorch图像分类模型
约束条件：
1. 使用ResNet-34预训练模型
2. 冻结前10层参数
3. 添加自定义数据增强模块
4. 输出训练过程可视化方案
请分步骤解释实现逻辑，标注关键超参数设置依据
"""

IV. Cognitive bias avoidance methods

1. Prevention of the fallacy of attribution

• Original Question:为什么Transformer比CNN更好？
• Optimize questioning:在图像分类任务中，对比Vision Transformer与CNN的适用场景，需包含：1) 数据量要求 2) 计算成本 3) 可解释性差异

2. Chain of thought induction

分三步推导比特币减半对矿工收益的影响：首先建立基础收益模型，其次引入电力成本变量，最后加入矿池竞争因子，要求数学公式表达

V. Real-time feedback tuning mechanism

Dialogue revision paradigm

用户：生成新冠疫苗有效性分析报告（结果出现过时数据）
DeepSeek：提供2023年12月WHO最新报告中的异源加强接种效率数据
用户：请基于PMID 38456721文献更新第3章节，补充mRNA疫苗与传统灭活疫苗的长期抗体衰减对比

Accuracy Verification Command

请为以下陈述提供三重验证：1) 权威文献支撑 2) 行业数据佐证 3) 反向案例筛查

VI. Typical Scenario Instruction Library