Welcome to the llm-engineering-cheatsheet! This resource provides timeless principles and best practices for working with language models. It's designed to be clear, future-proof, and usable across different tools in the realm of artificial intelligence.
To run this software, you will need:
- A computer with Windows, macOS, or Linux.
- At least 4 GB of RAM.
- An internet connection to access online resources and download the application.
- Clear guidelines for prompt design and engineering for language models.
- Best practices for context management and few-shot learning.
- Tooling-agnostic tips applicable to various platforms, including popular AI models like OpenAI’s ChatGPT.
- Comprehensive reference material on language models and their applications.
- ai-best-practices
- ai-cheatsheet
- ai-patterns
- ai-reference
- anthropic
- chatgpt
- context-management
- few-shot-learning
- generative-ai
- langchain
- language-models
- llm
- llm-engineering
- openai
- prompt-design
- prompt-engineering
- python
- python3
- system-prompts
- zero-shot
To get started, visit the Releases page to download the cheatsheet:
- Click the link above to go to the Releases page.
- On that page, you will see a list of available releases.
- Find the latest version and click on it to view the download options.
- Download the file appropriate for your operating system.
- After downloading, locate the file in your downloads folder and double-click it to run.
Once you have the application, you can start exploring various best practices for managing and implementing language models. The cheatsheet includes:
- Practical examples for prompt creation.
- Strategies for effective context management.
- Tips to enhance the performance of language models.
Take your time to read through the sections. Each topic is laid out simply and clearly to help you understand the concepts without any prior technical knowledge.
If you have any questions or issues with the cheatsheet, you can open an issue on the GitHub repository. Our community is here to help you. Provide details about your question, and someone will assist you as soon as possible.
Feel free to explore additional resources that enhance the experience with language models:
- Online forums dedicated to AI discussions.
- Tutorials on prompt engineering and best practices.
- Documentation for popular language models.
You now have everything you need to get started with the llm-engineering-cheatsheet. Happy learning!