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Aug 16, 2023 01:59 AM
In the age of AI and machine learning, the possibilities are endless. From self-driving cars to personalized recommendations, AI is transforming our lives in ways we never thought possible. But what if AI could become your personal doctor? Meet DoctorGPT, an open-source project that's making this dream a reality! π
What is DoctorGPT? π§
DoctorGPT is a Large Language Model (LLM) based on Meta's Llama2, boasting a whopping 7 billion parameters. Fine-tuned using a Medical Dialogue Dataset and reinforced with Constitutional AI feedback, DoctorGPT aims to provide individuals with their very own private doctor. And the best part? It's a 3GB model that can be used offline on iOS, Android, and the web without requiring API usage. Talk about accessibility! π±π»
Training Process: A Tech Enthusiast's Dream π οΈ
If you're a tech enthusiast who loves to get hands-on with code, DoctorGPT's training process is a treat. You can run a notebook locally or remotely using services like Google Colab Pro. The step-by-step guide on the GitHub page ensures that you have all the information you need to get started. And if you're looking to improve the model's performance, reinforcement learning based on user ratings is the way to go. It's a playground for tech enthusiasts who love to experiment and innovate! π§ͺπ§
Deployment: Flask API with a React Front-End π
Thinking of deploying DoctorGPT for interactive use? The paper proposes deploying the model as a Flask API with a React front-end. Various repositories and platforms are available for collaboration and deployment, making it easier for developers to bring DoctorGPT to life. Whether you're a seasoned developer or a curious tech enthusiast, DoctorGPT offers endless opportunities for exploration and creativity. π¨π₯οΈ
Collaboration: Join the Revolution π€
DoctorGPT is not just a project; it's a revolution in healthcare and AI. By providing open access to the code and encouraging collaboration, DoctorGPT invites tech enthusiasts, developers, and researchers to be part of this groundbreaking initiative. Check out the GitHub repository to learn more, contribute, and join the community. Together, we can redefine healthcare and make private AI doctors a reality for all! ππ‘
Conclusion: The Future of Healthcare is Here π
DoctorGPT is more than just a model; it's a glimpse into the future of healthcare. By leveraging the power of AI and machine learning, DoctorGPT is breaking barriers and making private healthcare accessible to everyone. For tech enthusiasts, it's an exciting opportunity to be at the forefront of innovation and contribute to a project that has the potential to change lives. So, what are you waiting for? Dive into the world of DoctorGPT and be part of the AI healthcare revolution! π©Ίπ
See more details in the original GitHub link
- Author:raygorousπ»
- URL:https://raygorous.com/article/doctorgpt
- Copyright:All articles in this blog, except for special statements, adopt BY-NC-SA agreement. Please indicate the source!
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