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Sriman Achanta

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#machine learning Preprint Sep 2026

FoldAttention: Declared-Reference Softmax for Fast Decode and Deterministic Backward

Autoregressive decode repeatedly streams a growing KV cache, making attention a major cost at long context. Existing high-performance kernels use online softmax, which discovers a row's normalization reference as it scans keys. Earlier contributions therefore remain provisional and may require rescaling. We argue that...

Sriman Achanta · 0 citations