https://github.com/meta-llama/llama-prompt-ops

GitHub meta llama

Llama prompt ops : An open-source tool for general prompt optimization.

Simple Workflow

1. Start with your existing system prompt: Take your existing system prompt that works with other LLMs (see example prompt)
2. Prepare your dataset: Create a JSON file with query-response pairs for evaluation and optimization
3. Configure optimization: Set up a simple YAML file with your dataset and preferences (see example configuration)
4. Run optimization: Execute a single command to transform your prompt
5. Get results: Receive a Llama-optimized prompt with performance metrics