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by gnabgib 6 days ago
You sound like someone who used to write fastruby
1 comments

Never heard of fast ruby. My point is tokenizing is rarely a bottleneck, as 99% of time is spent in inference.

So you speed up 1% of the pipeline by some factor, and the end result is unobservable for a human.

Time to first token is observable by a human, and they’re reporting up to 10% reduction there.

Plus, inference is not the only place tokenization happens. This can make a big difference during development of ML models.