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CoWindow and MassAlloc Attention: collective causal coverage and distribution-adaptive compute [R]

Via r/MachineLearning
Tuesday, Sep 29, 2026 · 5:16AM
Summary

I'm one of the authors of two recent papers exploring different sources of redundant computation in attention. I'd like to share the ideas and hear feedback from people working on long-context models and attention kernels. CoWindow Attention (CoWA) distributes distant context across KV heads using c

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