DoctorAI-QA

• Developed by: syedazah777
• License: apache-2.0
• Finetuned from model: unsloth/gpt-oss-20b-unsloth-bnb-4bit
• Category: Most Useful Fine-Tune (Healthcare Q&A)

This GPT-OSS model was fine-tuned 2x faster with Unsloth and Hugging Face's TRL library for healthcare question-answering.

It is optimized to answer questions related to:

• Diabetes, Hypertension, Heart Health
• Common medical queries
• General healthcare advice

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🚀 Features

• LoRA-based fine-tuning for memory-efficient training
• Quantized GPT-OSS for faster inference
• Easy-to-use Gradio interface for interactive testing
• Fully compatible with Hugging Face Transformers pipeline

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📌 How to Use

🔧 Install

pip install transformers accelerate

📥 Load the Model

from transformers import pipeline

generator = pipeline("text-generation", model="syedazah777/MedGPT-HealthQ")
output = generator("What are the symptoms of diabetes?")
print(output[0]['generated_text'])

☁️ Colab / Gradio

You can run the interactive demo in a Colab notebook.

Replace prompt in the code snippet above with any healthcare question.


📝 Notes

Model trained on healthcare dataset using LoRA

Intended for educational and demonstration purposes only

Not a substitute for professional medical advice