# Luminal

# Ship AI at Light Speed

The serverless cloud for AI companies, providing the low-level hardware optimizations and cloud reliability innovators need to reach market first

Backed by Y Combinator
See the Github Book a meeting

## Built from the Lowest Level

Everything you need to deploy AI Models that run FAST

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### True Serverless AI

Deploy your model without worrying about dependency hell or Docker Containers

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### Easy Torch Replacement

Our Python Library matches with PyTorch to allow for easy rollover from development to production

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### Auto-Scaling

Our serverless cloud seamlessly autoscales workloads, allowing for configuration-free handling of variable traffic

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### Auto-Batching

Our cloud automatically handles batching for you-- reducing the engineering overhead on your production team

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### Weight Streaming

Load model weights on demand for efficient memory usage and faster inference

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### Fast & Easy Setup

No configurations or Docker Containers to worry about. Easily take a model from your laptop and deploy it to production

## Resources & Community

Everything you need to get started with Luminal and connect with our growing developer community.

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### Quick Start Guide

Get up and running in minutes

Start Building →
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#### Discord Community

Join our developer community

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#### Blog & Updates

Technical insights and news

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#### Documentation

Simple Explanations of the ML Compiler

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## Achieve World-Class Optimizations Automatically

Our Compiler is the First in the World to Automatically Generate Flash Attention from Naive Attention

> Luminal can discover flash attention entirely automatically.
> We've been working towards this north star in our search compiler. Check out the prototype demo below ↓ pic.twitter.com/TJrzEJZRmV

> — Joe Fioti (@joefioti) May 23, 2025