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- ---
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- title: SHEFAA Arabic Medical QA
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- emoji: 😻
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- colorFrom: green
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- colorTo: red
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- sdk: gradio
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- sdk_version: 5.13.1
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- app_file: app.py
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- pinned: false
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- license: apache-2.0
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- short_description: SHEFAA is an Arabic medical question-answering system
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- ---
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-
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # πŸš‘ SHEFAA - Arabic Medical AI Assistant
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+
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+ 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.
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+
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+ ### πŸ”§ How It Works
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+ - Enter a medical question in **Arabic**.
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+ - The model processes the input and generates an answer.
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+ - The response is displayed on the interface.
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+
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+ ### πŸš€ Deployment
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+ This app is hosted on **Hugging Face Spaces** using `gradio`.
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+
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+ ### πŸ“Œ Model Details
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+ - **Base Model:** `inceptionai/Jais-family-256m`
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+ - **Fine-tuned Model (LoRA):** `E-dd77/SHEFAA`
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+ - **Quantization:** 4-bit using `bitsandbytes`
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+ - **Inference:** Using `transformers` and `peft`
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+
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+ ### πŸ“Œ Requirements
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+ - `gradio`
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+ - `torch`
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+ - `transformers`
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+ - `accelerate`
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+ - `bitsandbytes`
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+ - `peft`
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+ - `tqdm`
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+
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+ ### πŸ”₯ Try It Now!
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+ Click **"Open in Spaces"** to start using the model.