The model
28 billion parameters, latent thinking, fast decision heads, and one conditioning stack for the whole family.
About
Eugeny brings a 28 billion parameter model, vision, image, video and voice, Soffio knowledge and Matchbox access, in a native app that runs on your machine.
Europe deserves frontier AI it can hold.
Models you can run, inspect and adapt on your own machines, under your own law, without handing your work to someone else's cloud. Eugeny is that answer: one family, one understanding, built in Europe.
Sovereignty here is not a flag on a landing page. It is the answer to three practical questions a European organisation has to ask: where does the model run, what does it remember, and who holds the keys.
The model, your knowledge and the tools you choose, together in one place.
Explore SoffioThe release
One family, several senses, one machine.
28 billion parameters, latent thinking, fast decision heads, and one conditioning stack for the whole family.
Vision reads images for the work they carry: understanding, detecting, segmenting, counting, reading documents and describing.
Image, video and voice models that work from the same understanding as the language model, plus upscaling for sources that arrive too small.
Soffio connects team knowledge, skills and memory. Matchbox brokers scoped access to the services your team uses.
Local-first finetuning on your own material, and one app where conversation, files, media and team knowledge meet.
The build
One understanding across the family.
One conditioning stack runs through language, vision, image, video and voice. One vocabulary carries the request. A native app engineered for Apple silicon brings it to the desk: fast on M5, with local-first finetuning that keeps your work where the work lives.
The research page sets out the ideas behind it.
Accountable for what ships.
Eugeny builds on open models and open components, and names its upstream lineage with each release, with revisions and attribution. Upstream authors keep theirs, and what is added is named alongside it.
Start anywhere.