| --- |
| 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} |
| } |
| ``` |
|
|
