base_model: microsoft/phi-2 library_name: peft tags: - study-assistant - education - phi-2 - fine-tuned - emotional-intelligence license: mit inference: true
Study Buddy AI (Lite)
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.
Model Details
Model Description
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 โ casual, kind, encouraging, and deeply helpful for academic subjects and personal growth.
Features
- Friendly tone tailored for Gen Z and students
- Explains complex topics using simple language
- Emotionally intelligent responses โ supportive and motivational
- Great for studying, reviewing, or breaking down hard concepts
Use Cases
- Personal tutoring via chat
- Homework help and study review
- Emotional motivation during learning sessions
- Supplementing lessons with a relatable assistant
Limitations
- May hallucinate and respond as user which you can cut out in frontend files
- Best used in short back-and-forths, not long essays
Training & Fine-Tuning
- Base model:
microsoft/phi-2
- Fine-tuning method: LoRA via the
peft
library - Custom dataset: 3,000+ curated prompts focused on simplified teaching, emotional tone, and helpful behavior
- Hosted via: Hugging Face Inference Endpoints (GPU-backed)
How It Works
Frontend โ Flask API โ Hugging Face Model โ Response โ KnowBetter Logic (to clean output)
Built to run inside a React + Flask stack with CORS enabled and token-secured backend access to Hugging Face.
Model Creator
Creator: Micah Miles
GitHub/Contact: redmint-him
Team: Redmint
Project: Study Buddy Lite
License
This model is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).
You are free to:
- Use the model for personal or educational purposes
- Modify, remix, or build upon it
You may not:
- Sell, sublicense, or use the model or its outputs for any commercial purposes
ยฉ 2025 Micah Miles
NOTICE
This project is licensed for non-commercial use only.
For commercial licensing or partnership inquiries, contact: [email protected]
โจ โNever back down. Never give up.โ โ This is for every student who wanted to learn differently.
I'm just a kid with a dream.
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