This project creatively builds upon the DeepSeek V3 base model and employs large-scale reinforcement learning techniques to successfully train an inference model entirely enhanced by reinforcement learning. It matches the intelligence level of OpenAI's o1 official version while boasting extremely low training costs. The model weights are open-sourced, and the training methods and techniques are publicly disclosed.