@Cornelius_MacG@UnderdogCFB the defender knows that he cant stop them from getting the first down nonetheless he follows through with the tackle. i think that way he put his head down makes me thing he had time to pull up
URGENTE: Carlo Ancelotti cogita MATAR Neymar para conseguir "revivรช-lo" sem lesรตes, com forรงa total e possuindo energia infinita atravรฉs do Jutsu Edo Tensei.
Introducing ๐จ๐๐๐๐๐๐๐๐ ๐น๐๐๐๐ ๐๐๐๐: Rethinking depth-wise aggregation.
Residual connections have long relied on fixed, uniform accumulation. Inspired by the duality of time and depth, we introduce Attention Residuals, replacing standard depth-wise recurrence with learned, input-dependent attention over preceding layers.
๐น Enables networks to selectively retrieve past representations, naturally mitigating dilution and hidden-state growth.
๐น Introduces Block AttnRes, partitioning layers into compressed blocks to make cross-layer attention practical at scale.
๐น Serves as an efficient drop-in replacement, demonstrating a 1.25x compute advantage with negligible (<2%) inference latency overhead.
๐น Validated on the Kimi Linear architecture (48B total, 3B activated parameters), delivering consistent downstream performance gains.
๐Full report:
https://t.co/u3EHICG05h
Cool man, my plan is also very simple: if an ICE squad decides to bust down my or my neighbors door bc they really wanna cosplay their favorite germans from the 30s and 40s, im running the K/D ratio up as high as I can