mamba
mamba (Orchestra-Research/AI-Research-SKILLs): 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.
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Source: Orchestra-Research/AI-Research-SKILLs · 01-model-architecture/mamba/SKILL.md
npx skills add Orchestra-Research/AI-Research-SKILLs --skill mamba
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