OLMo 3 7B Instruct is the transparent, open-book colleague who shows its work. Built by the Allen Institute for AI, it prioritizes full openness — weights, training data, and code are all public, making it unusually inspectable. At 7B parameters it handles everyday instruction-following tasks competently, though it trades raw power for auditability and research accessibility.