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 — 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 — 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

Doesn’t replace real tutors or teachers
May hallucinate or simplify info if pushed too far
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 ➝ Flask API ➝ Hugging Face Model ➝ Response ➝ 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 MIT License. You can use, modify, or remix it with attribution.

✨ “Never back down. Never give up.” — This is for every student who wanted to learn differently.

I'm just a kid with a dream.

redmint
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studybuddy-ai