掌握大型语言模型 - 无代码快速工程

上一讲： 1. Introduction

下一讲： 3. Evolution of Language Models

视频列表

1. Introduction to Large Language Models (LLMs)
1. Introduction
2. What are Large Language Models
3. Evolution of Language Models
4. Applications of LLMs
2. Understanding LLMs
1. What is Prompt What is Prompt Engineering
2. Architecture of LLMs
3. What are Tokens
4. Adjusting LLM Parameters
5. Temperature
6. Top-p
7. Max Tokens
8. Top-k and Other Parameters
3. Prompt Development and Prompt Engineering
1. Iterative Process of Prompt Development
2. Prompt Structure and Roles
3. Strategies for Effective Prompt Engineering
4. Advanced Customization Techniques
1. Advanced Prompt Development Strategies
2. Fine-Tuning LLMs
3. Retrieval-Augmented Generation (RAG)
5. Ethical Considerations in LLM Integration
1. Ethical Challenges and Biases
2. Responsible Use of LLMs
6. Use Cases and Applications
1. Data Analytics
2. Customer Support
3. Drafting Enterprise Documents (RFP, SOP, EOI, NCR, NDA, ...)
4. Content Creation and SEO
5. Programming and Coding
7. Benchmarking LLMs and Prompt Engineering Platforms
1. Choose a model that's right for you
2. Prompt Engineering Platforms
8. Future Trends in LLMs
1. Future Trends in LLMs
2. Closing Note