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---
language:
- en
license: apache-2.0
tags:
- prompt-optimization
- british-english
- education
- gpt-oss
- ollama
datasets:
- roneymatusp/british-educational-prompts
widget:
- text: "como fazer uma aula boa?"
example_title: "Portuguese Input"
- text: "teach math to kids"
example_title: "American English Input"
- text: "avaliação para matemática"
example_title: "Mixed Language Input"
---
# PauleanPrompt - British Educational Prompt Optimizer
## Model Description
PauleanPrompt is a specialized prompt optimization model that converts any input (Portuguese, American English, etc.) into optimized British English educational prompts.
## Features
- ✅ Accepts input in ANY language
- ✅ Always outputs British English prompts
- ✅ Focuses on British educational levels (Pre-Prep, Prep, Junior, IGCSE, IBDP)
- ✅ Uses British spelling and terminology
- ✅ Aligned with National Curriculum
## Usage
### Using with Ollama Turbo
```python
from ollama import Client
client = Client(
host="https://ollama.com",
headers={'Authorization': 'YOUR_API_KEY'}
)
response = client.chat(
model="gpt-oss:20b",
messages=[
{'role': 'system', 'content': SYSTEM_PROMPT},
{'role': 'user', 'content': "como fazer uma aula boa?"}
]
)
```
### Example Outputs
| Input | Output |
|-------|--------|
| "como fazer uma aula boa?" | "Create a comprehensive lesson plan for a Year 6 class..." |
| "teach math to kids" | "Design a Year 2 mathematics lesson plan..." |
| "avaliação para matemática" | "Develop a formative assessment for Year 8 pupils..." |
## Training Details
- **Base Model**: GPT-OSS:20b
- **Training Method**: LoRA fine-tuning
- **Dataset**: 8,086 British educational examples
- **Training Date**: August 2025
## Limitations
- This is a prompt optimizer, NOT a chatbot
- Always outputs prompts, not answers
- Optimized for educational context only
## Citation
```bibtex
@misc{pauleanprompt2025,
author = {Roney Matus},
title = {PauleanPrompt: British Educational Prompt Optimizer},
year = {2025},
publisher = {HuggingFace},
url = {https://huggingface.co/roneymatusp/PauleanPrompt}
}
```
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