MidiyaZhu/MePO

Code for Rethinking Prompt Optimizers: From Prompt Merits to Optimization

29
/ 100
Experimental

This tool helps AI developers and researchers refine prompts for small language models. It takes an initial prompt and a dataset, then outputs an optimized prompt that elicits better performance from lightweight LLMs. The primary users are those building or fine-tuning small language models for specific applications.

Use this if you need to systematically improve the quality of prompts for your lightweight large language models, especially for chatbot-style interactions or specific downstream tasks.

Not ideal if you are working with large, powerful language models that do not require extensive prompt optimization, or if you lack the technical expertise to train and deploy custom models.

LLM development prompt engineering natural language processing AI model optimization chatbot development
No License No Package No Dependents
Maintenance 6 / 25
Adoption 5 / 25
Maturity 7 / 25
Community 11 / 25

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13

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2

Language

Python

License

Last pushed

Jan 12, 2026

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