Unverified50% confidenceFactExact time
Hybrid architecture typically refers to a design approach that combines the Transformer's attention mechanism with state space models (SSMs, such as Mamba).
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Long-term
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10/12/2026
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UnverifiedHybrid models typically refer to models that simultaneously combine different attention mechanisms or architectural components, such as architectures that integrate traditional Transformer attention layers with state space model linear attention layers.80% similarUnverified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77% similarUnverifiedHybrid architectures use attention in layers requiring precise matching and SSMs in layers requiring efficient sequence modeling, in order to strike a balance between inference speed and model capability.75% similarUnverifiedSince 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 layers72% similarVerifiedState space models (SSMs) such as Mamba abandon the attention mechanism and use recurrent structures to achieve linear time complexity sequence modeling.71% similar
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