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June 26, 2025

How to optimize your prompt for Llama

Learn how to optimize your existing GPT or other LLM prompts for Llama with `llama-prompt-ops`, the open-source Python library. In this tutorial, Partner Engineer Justin Lee demonstrates installation, project setup, migrating your first prompt, and analyzing performance gains. Stop manual prompt tweaking and achieve consistent, data-driven results with Llama.

This video covers:

•
Introduction to Llama Prompt Ops: Discover why systematic prompt optimization is crucial for migrating from GPT to Llama.
•
Code Walkthrough: See `llama-prompt-ops` in action as Justin optimizes a prompt for a customer service classification task. Learn how to:
•
Install the package (`pip install llama-prompt-ops`)
•
Create a new migration project (`llama-prompt-ops create project-name`)
•
Examine the original prompt and configuration file (YAML)
•
Run the migrate command for optimization
Get started with `llama-prompt-ops`on GitHub and build amazing Llama applications today.
Start building

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