Limite 1B-Violetto is Paradigma's 1-billion parameter mathematical reasoning model trained on 300B curated tokens, achieving 74.25% on BeyondAIME by using synthetic data, SFT, and RL post-training. The lightly instruction-tuned model excels at competition-level mathematics but struggles with general instruction-following and scope management.