Beyond Market Intelligence/Gated Attention Projection

Gated Attention Projection

Gated Attention Projection at Beyond Market Intelligence is a file of one story. The newest of them: “Explore how GAP merges attention and MLP into a single efficient block”. GAP merges attention and MLP into a single gated block, challenging the standard Transformer's separate sublayer design. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Gated Attention Projection story on Beyond Market Intelligence, newest first.

Machine Learning

Explore how GAP merges attention and MLP into a single efficient block

GAP merges attention and MLP into a single gated block, challenging the standard Transformer's separate sublayer design. The results are pragmatic, not hyperbolic: GAP20 uses nearly 20% fewer parameters while improving training throughput by roughly 19.9% with torch.compile. It doesn't beat the original on accuracy, but that's not the point. This is honest experimentation, inviting feedback on the math and architecture.