README.md

---
title: 🚑 SHEFAA - Arabic Medical AI Assistant
emoji: 🏥
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: '5.13.1'
app_file: app.py
pinned: false
license: apache-2.0
---

# 🚑 SHEFAA - Arabic Medical AI Assistant

This is a **Hugging Face Space** that allows users to ask **medical questions in Arabic** and receive AI-generated responses. The model is based on **E-dd77/SHEFAA**, a fine-tuned version of **Jais-family-256m** using QLoRA.

### 🔧 How It Works
- Enter a medical question in **Arabic**.
- The model processes the input and generates an answer.
- The response is displayed on the interface.

### 🚀 Deployment
This app is hosted on **Hugging Face Spaces** using `gradio`.

### 📌 Model Details
- **Base Model:** `inceptionai/Jais-family-256m`
- **Fine-tuned Model (LoRA):** `E-dd77/SHEFAA`
- **Quantization:** 4-bit using `bitsandbytes`
- **Inference:** Using `transformers` and `peft`

### 📌 Requirements
- `gradio`
- `torch`
- `transformers`
- `accelerate`
- `bitsandbytes`
- `peft`
- `tqdm`

### 🔥 Try It Now!
Click **"Open in Spaces"** to start using the model.