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--- |
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license: cc-by-nc-4.0 |
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tags: |
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- text-generation |
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- study-assistant |
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- emotionally-intelligent |
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- casual-ai |
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inference: true |
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language: |
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- en |
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library_name: transformers |
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pipeline_tag: text-generation |
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widget: |
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- text: Can you help me study math? |
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--- |
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--- |
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base_model: microsoft/phi-2 |
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library_name: peft |
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tags: |
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- study-assistant |
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- education |
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- phi-2 |
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- fine-tuned |
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- emotional-intelligence |
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license: mit |
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inference: true |
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--- |
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# Study Buddy AI (Lite) |
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A fine-tuned version of Microsoft's Phi-2, trained to act as a casual, emotionally intelligent study assistant that helps users learn deeply through conversation. Designed for real-time interaction inside a lightweight web app. |
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 <!-- Replace this with your logo when ready --> |
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## Model Details |
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### Model Description |
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Study Buddy AI Lite is built on `microsoft/phi-2` and fine-tuned using PEFT (Parameter-Efficient Fine-Tuning). It was trained to behave like a study partner — casual, kind, encouraging, and deeply helpful for academic subjects and personal growth. |
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### Features |
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- Friendly tone tailored for Gen Z and students |
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- Explains complex topics using simple language |
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- Emotionally intelligent responses — supportive and motivational |
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- Great for studying, reviewing, or breaking down hard concepts |
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### Use Cases |
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- Personal tutoring via chat |
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- Homework help and study review |
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- Emotional motivation during learning sessions |
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- Supplementing lessons with a relatable assistant |
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### Limitations |
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- May hallucinate and respond as user which you can cut out in frontend files |
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- Best used in short back-and-forths, not long essays |
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## Training & Fine-Tuning |
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- **Base model**: `microsoft/phi-2` |
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- **Fine-tuning method**: LoRA via the `peft` library |
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- **Custom dataset**: 3,000+ curated prompts focused on simplified teaching, emotional tone, and helpful behavior |
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- **Hosted via**: Hugging Face Inference Endpoints (GPU-backed) |
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## How It Works |
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Frontend ➝ Flask API ➝ Hugging Face Model ➝ Response ➝ KnowBetter Logic (to clean output) |
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Built to run inside a React + Flask stack with CORS enabled and token-secured backend access to Hugging Face. |
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## Model Creator |
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**Creator**: Micah Miles |
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**GitHub/Contact**: redmint-him |
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**Team**: Redmint |
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**Project**: Study Buddy Lite |
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## License |
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This model is licensed under the **Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0)**. |
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You are free to: |
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- Use the model for **personal or educational purposes** |
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- Modify, remix, or build upon it |
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**You may not**: |
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- Sell, sublicense, or use the model or its outputs for any commercial purposes |
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© 2025 Micah Miles |
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## NOTICE |
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This project is licensed for **non-commercial use only**. |
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For commercial licensing or partnership inquiries, contact: [email protected] |
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--- |
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✨ “Never back down. Never give up.” — This is for every student who wanted to learn differently. |
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I'm just a kid with a dream. |
