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sigmoid10today at 3:52 PM1 replyview on HN

Then that means you need at least 4x the compute to achieve the same results as state of the art. Meaning that if I can train my frontier model with my normal tokenizer in 3 months, it will take you a year. When major releases across all competing providers are measured in months, there's simply no incentive to do that just to capture these fringe edge cases.


Replies

ameliustoday at 4:55 PM

Yes, OK. But all the tutorials start with explaining how a tokenizer works. This is not necessary. And in fact makes the message of why a tokenizer is necessary not come across as well.