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Jian-Wen Xie

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#machine learning Preprint Oct 2026

TurboPairFormer: Fast and Stable Protein Folding Model Training with an Optimized Triangle Attention Kernel

Triangular attention is a core computation in AlphaFold3-style biomolecular models, with cubic cost in token count. Its shared pair bias adds a gradient reduction across attention slices to the usual reductions over queries and keys. The open-source backends we examine handle these reductions through repeated probabili...

Yi-De Ran, Chelsea Lowman, J. Domanski et al. · 0 citations

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