Paradigma · Limite 1B Violetto

Limite 1B - Violetto

A 1B dense autoregressive transformer trained on under 300B highly curated tokens using synthetic data generation, supervised finetuning and reinforcement learning, built for single-turn mathematical reasoning rather than general assistant use, with context up to 131,000 tokens. Self-reports 74.25% average on BeyondAIME and 94.01% on AIME 2026, with no named-baseline comparison given. Releasing the model, its evaluations, the value model used during training, and a custom vLLM inference plugin, on GitHub and Hugging Face.