Saanora 👋

We build Mark, an assistant that answers in interfaces rather than paragraphs — a 3D scene you can rotate, a chart with the real numbers in it, a quiz that marks itself — and we publish the models that make that possible.

Mark 1x-9B is our first open release: a nine-billion-parameter model that decides when a question deserves an interface, then writes one that renders on the first try, with no schema and no constrained decoding. Weights, the full directive specification, the JSON schemas and grammar, the evaluation harness and every raw generation are public.

Try the assistant at saanora.com, free, on the web, Windows and Android.

Built something with our models? Tag @SaanoraLabs or write to support@saanora.com — we read everything.