Runpod

What it does

RunPod is a cloud platform specializing in GPU rentals, offering cost-effective solutions for AI development, training, and scaling. It provides on-demand GPUs, serverless inference, and tools like Jupyter for PyTorch and TensorFlow, catering to startups, academic institutions, and enterprises.

Core features

• ✦GPU Cloud for on-demand GPU rentals
• ✦Serverless GPU for scalable ML inference
• ✦Support for PyTorch, TensorFlow, and other AI frameworks
• ✦Custom container deployment
• ✦Network storage
• ✦CLI tool for hot reloading and deployment

Use cases

• →Developing and training AI models
• →Scaling ML inference for applications
• →Deploying AI applications in minutes
• →Running machine learning training tasks