I started Flama in 2018 to take a trained model to a production API with as little ceremony as possible. With 2.0 LLMs became first-class alongside classic models, and together with Miguel Durán-Olivencia we've now written up the whole architecture in an 83-page paper on arXiv (2608.18733). A model