Unverified50% confidenceOpinionExact time

序列中间位置的token承担更沉重的优化负担，既要表达自身信息又要维系累积状态的一致性

1

Sources

50%

Confidence

Long-term

Relevance

8/12/2026

First Seen

Sources

The Hidden Cost of Mamba: Escaping Quadratic Memory Only to Face Quadratic Parameter Demands

Related Claims

UnverifiedIncreasing the number of inference passes incurs higher computational costs but in exchange lowers the complexity of each individual task—this is the trade-off of the grouped extraction strategy.69% similar Unverified潜空间推理理论上可大幅压缩所需输出token数量，因为连续向量的信息密度远高于离散文本token，有望实现数倍的效率提升69% similar

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