MERITED：基于实例学习理论的元认知推理框架

1. 12:00
   arXiv · Machine Learning Theory

   基于实例学习理论的能源模型元认知推理框架 MERITED

   论文提出 MERITED 框架，将实例学习理论（IBLT）引入能源模型（EBM），实现基于不确定性的动态计算分配。该框架包含一个 191M 参数的推理 EBM 及开源权重共享，并提供了 MERITED 动态算力分配的实现。EBM 相比 Transformer 能可解释地建模不确定性并动态调配算力资源。

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