lightning-ai
The all-in-one platform for AI development. Code together. Prototype. Train. Scale. Serve. From your browser - with zero setup. From the creators of PyTorch Lightning.
Introduction
What is AI Hub?
AI Hub is a platform that enables users to deploy models or containers as APIs without writing code. It offers all the necessary tools to build AI products from idea to production, providing access to GPUs, training, deployment, etc., with minimal setup.
Features of AI Hub
Model Deployment
- Deploy models or containers as APIs with zero code.
- Offer templates for different types of models like Classic ML, Text processing, RAG, Small LMs, Large LMs, etc.
Development Tools
- Replace tools like Colab and Sagemaker, saving GPU hours on setup.
- Provide access to data pipes, datasets, and support for batch jobs and notebooks.
- Allow coding on cloud GPUs via browser or local IDEs, with environment persisting across sessions.
Infrastructure and Security
- Provide $35 free GPU hours per month, with pay - as - you - go option from $0.40/hr.
- Support using your own cloud or theirs, ensuring data security with SOC2 and HIPAA compliance.
How to Use AI Hub
To start, users can launch a free Studio. They can choose to either use no - code options to instantly deploy APIs or edit full - code Studio templates from the browser. For those with AWS/GCP credits or cloud commitments, they can use these for their projects. There is no information provided about differences between free and paid versions, but the paid version likely offers more GPU hours and potentially additional features.
Can I use my own cloud with AI Hub?
Yes, you can use your own cloud with AI Hub. Your data stays secure and under your control, and the platform adheres to SOC2 and HIPAA standards for enterprise - grade security.
Do I need to write code to deploy models on AI Hub?
No, you can deploy models or containers as APIs with zero code. However, if you prefer, there are also full - code templates available for more customized development.
What kind of models can I deploy on AI Hub?
You can deploy a wide range of models including Classic ML, Text processing, RAG, Small LMs, Large LMs, and multi - modal models such as Audio, Image. There are also specific models like DeepSeek R1 for text generation.
Frequently Asked Questions
How much free GPU time do I get?
You get $35 free GPU hours per month.
Can I start from a template on AI Hub?
Yes, you can start from a template. There are no - code and full - code templates available, which include all dependencies, data, and code, ready - to - code.
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