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…
Mamba - Selective State Space Models Quick start Mamba is a state-space model architecture achieving O(n) linear complexity for sequence modeling. Installation: # Install causal-conv1d (optional, for efficiency) pip install causal-conv1d>=1.4.0 # Install Mamba pip install mamba-ssm # Or both together pip install mamba-ssm[causal-conv1d] Prerequisites: Linux, NVIDIA GPU, PyTorch 1.12+, CUDA 11.6+
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