LLMs generate their output one token at a time. The first thought when you learn this is that this is a huge performance bottleneck, as we are used to highly parallelized systems.
However, a large part of what makes LLMs feel so magical comes from this bottleneck.
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[ 4.9 ms ] story [ 13.1 ms ] threadHowever, a large part of what makes LLMs feel so magical comes from this bottleneck.