Unverified50% confidenceFactExact time
Linear-complexity models such as Mamba serve as a new architectural reference point targeting the O(n²) bottleneck
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/21/2026
First Seen
Valid until: 12/20/2026
Sources
Related Entities
Related Claims
VerifiedMamba 等基于状态空间模型（SSM）的架构以线性复杂度实现序列建模，更适合实时推理75% similarUnverifiedState space models represented by Mamba compress historical information by maintaining a fixed-size hidden state, with both time and space complexity of O(1) during inference.71% similarUnverifiedThe Mamba state space model was proposed by Albert Gu and Tri Dao in 2023, with both computational complexity and memory usage at O(1) during inference69% similarUnverifiedIMM算法计算复杂度为O(M²)，M为模型数量，工程实现时需在精度与实时性之间权衡68% similarUnverifiedvLLM v0.29.0rc5 adjusts the default policy of the prefix_cache_retention_interval parameter to dense mode, optimized for state space models such as Mamba.66% similar
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