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强化学习的改进只是「噪音」?最新预警:冷静看待推理模型进展
论文指出,在 AIME24 等小型基准测试中,结果极不稳定:仅仅改变一个随机种子就足以使得分发生几个百分点的变化。 当在更可控和标准化的设置下评估强化学习模型时,其收益会比最初报告的要小得多,而且通常不具有统计显著性。
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