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studybuddy-ai

Text Generation
Transformers
Safetensors
English
phi
study-assistant
emotionally-intelligent
casual-ai
text-generation-inference
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metadata
license: mit
tags:
  - text-generation
  - study-assistant
  - emotionally-intelligent
  - casual-ai
inference: true
language:
  - en
library_name: transformers
pipeline_tag: text-generation
widget:
  - text: Can you help me study math?

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 Logo Placeholder

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.