Alibaba's Tongyi Lab introduces FIPO algorithm, enabling reinforcement learning models to handle complex reasoning. The algorithm extends reasoning length beyond 10,000 tokens and achieved a key result: a 32B-scale model with FIPO, in a pure RL setup, surpassed competitors including OpenAI's o1-mini on some metrics.





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