Signal over scale
Better data, sharper objectives, and models that know what to ignore.
LUMINUS — THE INTELLIGENCE REFINEMENT ENGINE
More intelligence
per parameter.
Bringing light to intelligence. Luminus rapidly trains purpose-built models for every sector and vertical — turning specialized data into predictable gains in reasoning, speed, and efficiency.
01THE MEASURE OF A MODEL
80%
smarter reasoning signal per parameter
5×
faster inference throughput
0.2×
the token cost of comparable runs
OPEN / EVAL
Results tracked across open benchmark suites: MMLU · GSM8K · HumanEval
02WHAT WE'RE LEARNING
Small enough to
understand.
We believe the next leap in intelligence won't come from simply making models larger. It will come from making them more intentional.
LUMINUS / 2026