---
title: uLattice
emoji: 🧠
colorFrom: blue
colorTo: indigo
sdk: docker
app_port: 7860
pinned: true
license: mit
short_description: Breaking the quadratic memory barrier in AI
---

# uLattice

Breaking the quadratic memory barrier in AI.

A sequence mixer with dynamically allocated memory. Each token reads and writes
exactly 9 cells on a 2D lattice; memory grows with content while per-token cost
stays constant.

Live demo below. Also at [ex0bit-mlattice.hf.space](https://ex0bit-mlattice.hf.space).