paradigma-inc/limite-1b-violetto

Paradigma releases Limite 1B Violetto, a 1-billion parameter dense transformer trained from scratch for mathematical reasoning. The model supports 131k context and runs via a dedicated vLLM plugin. It reports 74.25% on BeyondAIME, outperforming larger models, though independent verification of these specific benchmark scores is not yet available.