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