Individual skill

mamba-architecture

State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2 (d_state=128, multi-head). Models 130M-2.8B on HuggingFace. Also covers RWKV (guides in references/).

skills/model-architecture/mamba/SKILL.md

Source commit 3456bb4cfa534b491ca0f826a8c7e29919a8aaf4

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Nov 10, 2026

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