Avoriana Labs

We’ve come a long way since GPT-3 introduced LLMs to the world. The core of Avoriana Labs is a principled system for building out recursively self-improving LLMs with the latest model architecture innovations, for maximum bang-per-parameter.

Frontier models need expensive, exotic server hardware to run. More modestly sized models — 5 to 500bn parameters — are runnable on ordinary computers today, and we believe will lag the largest frontier models in usefulness by no more than six months.

Success at Avoriana Labs is defined by increasing the intelligence delivered in an equal-compute-minute. We build our models to deliver outcomes without leaning on excessive time and compute in thinking loops.