Unverified50% confidenceFactExact time
近年涌现出混合专家模型（MoE，如 Mixtral）、状态空间模型（SSM，如 Mamba）、线性注意力变体等新兴架构
1
Sources
50%
Confidence
Long-term
Relevance
7/18/2026
First Seen
Sources
Related Claims
UnverifiedSince 2024, Mamba2 has further unified the theoretical framework of state space models and attention mechanisms, and hybrid architectures such as Jamba interleave Mamba layers with attention layers73% similarVerifiedThe Mixture-of-Experts (MoE) model is the mainstream architecture for current large-scale language models, whose core design divides model parameters into multiple expert sub-networks and activates only a small number of parameters at a time through a gating mechanism.72% similarUnverifiedMiniMax的模型架构采用了混合专家（MoE）与线性注意力的创新组合71% similarUnverifiedMost current large models are based on the MoE (Mixture of Experts) architecture.71% similarUnverifiedJamba（AI21）、Zamba（Zyphra）、Griffin（DeepMind）等模型在实践中将SSM层与注意力层交替使用，以在效率与表达能力之间取得平衡70% similar
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