LeapQuant: 8/4-bit linear attention states, training-free, 2x throughput

SonglinYang4 · x · 2026-11-13

For linear attention models, the recurrent state itself becomes the next bottleneck. LeapQuant makes 8/4-bit linear states work in a training-free way, with no accuracy degradation and 2x throughput improvement.

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