Open Source
Ring-V2 is a reasoning-focused Mixture-of-Experts (MoE) large language model open-sourced by InclusionAI. Building on MoE architecture for efficient inference at scale, Ring-V2 is designed for strong logical reasoning, mathematical problem-solving, and complex multi-step tasks. Released as a fully open model for research and application development.