[NeurIPS'25] Sequence Modeling with Spectral Mean Flows, in PyTorch
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Updated
Oct 20, 2025 - Python
[NeurIPS'25] Sequence Modeling with Spectral Mean Flows, in PyTorch
An experimental O(N) language model based on mathematical physics (Birman-Schwinger theory). A PyTorch implementation aiming to surpass Mamba in long-context stability and memory efficiency (O(N log N)) through Prime-Bump initialization and scattering theory routing.
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