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ENTITY Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning

Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning

PulseAugur coverage of Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning — every cluster mentioning Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_144549 ·

    Trillion-parameter model learns reasoning via RL without human examples · 1 source tracked

    A new arXiv paper, "Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning," details a 1T-parameter mixture-of-experts model trained with reinforcement learning. This model achieved high scores on ma…