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\title{A Quick Sample}
\author{Test}
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\section{Introduction}
This paper investigate the role of attention mechanisms in transformer
architectures. Recent work~\cite{vaswani2017} have shown that self-attention
outperform recurrence on many task. See also~\cite{nonexistent2024} for
context.

We propose an novel method, which we call FastAttn, that reduce the quadratic
cost of attention to $O(n \log n)$. Their approach are evaluated on three
benchmarks and shows consistent improvment over the baselines.

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