1. Hybrid Attention Breakthrough: Forked PyTorch & Triton Core for Linear-Quadratic-Linear Attention, Claims 50x Speedup
A developer has forked the core internals of PyTorch and Triton to implement a novel 'Hybrid Attention' mechanism, claiming a dramatic 50x speedup in inference with minimal impact on model quality. The core innovation restructures the standard quadratic attention operation into a three-stage process: a linear first lay...