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README.md

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-license: mit
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+# Qure: Open-Source Medical AI Model
+
+![Qure Logo](https://yourlogo.link/logo.png)
+
+## Overview
+Qure is an open-source medical AI model designed to assist healthcare professionals and researchers by providing cutting-edge natural language and vision-based medical insights. Built on top of the **Meta-Llama/Llama-3.2-11B-Vision-Instruct** architecture, Qure leverages advanced capabilities in language understanding and image analysis to transform medical data into actionable insights.
+
+While Qure is open-source to foster collaboration and innovation, a proprietary version of the model is under development, offering enhanced features tailored to advanced clinical applications.
+
+---
+
+## Features
+- **Multilingual Support**: Seamlessly handles English and Hindi for wider accessibility.
+- **Medical Data Analysis**: Specialized in analyzing clinical notes, diagnostic reports, and imaging data.
+- **Open Collaboration**: Open to contributions, making it a community-driven initiative.
+- **Interpretable Outputs**: Designed to provide clear and actionable results for medical use cases.
+
+---
+
+## Use Cases
+1. **Clinical Decision Support**: Assist healthcare professionals with preliminary diagnosis suggestions.
+2. **Medical Image Analysis**: Detect patterns and anomalies in medical imaging data.
+3. **Research Enablement**: Provide insights for researchers working on medical datasets.
+
+---
+
+## Installation
+To use Qure, ensure you have Python 3.8+ and the necessary dependencies installed.
+
+### Step 1: Clone the Repository
+```bash
+git clone https://huggingface.co/yourusername/qure.git
+cd qure
+```
+
+### Step 2: Install Dependencies
+```bash
+pip install -r requirements.txt
+```
+
+### Step 3: Load the Model
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model_name = "yourusername/qure"
+
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name)
+```
+
+---
+
+## Model Card
+### License
+Qure is licensed under the MIT License, encouraging widespread use and adaptation.
+
+### Base Model
+- **Meta-Llama/Llama-3.2-11B-Vision-Instruct**
+
+### Tags
+- Medical
+- Open-Source
+- AI
+- Healthcare
+
+---
+
+## Roadmap
+While Qure remains an open-source initiative, we are actively developing a **proprietary version**. This closed-source version will include:
+- Real-time patient monitoring capabilities.
+- Enhanced diagnostic accuracy with custom-trained datasets.
+- Proprietary algorithms for predictive analytics.
+
+Stay tuned for updates!
+
+---
+
+## Contribution
+We welcome contributions from the community to make Qure better. Feel free to fork the repository and submit pull requests. For feature suggestions, please create an issue in the repository.
+
+---
+
+## Disclaimer
+Qure is a tool designed to assist healthcare professionals and researchers. It is not a replacement for professional medical advice, diagnosis, or treatment. Always consult a qualified healthcare provider for medical concerns.
+
+---
+
+## Acknowledgements
+This project is made possible thanks to:
+- Meta-Llama for their base model.
+- The open-source community for their continuous support.
+
+---
+
+## Contact
+For any queries or feedback, reach out to us at **[email protected]** or visit our [HuggingFace page](https://huggingface.co/priteshraj10/qure).