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DoctorAI-QA – AI Model by syedazah777 | AlphaNeural AI

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syedazah777/
DoctorAI-QA

like

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text-generation-inference

unsloth/gpt-oss-20b-unsloth-bnb-4bit

endpoints_compatible

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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

🚀 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

📌 How to Use

🔧 Install

bash

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