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Data used to train the tokenizer is entirely separate from data training the LLM. The tokenizer used to train GPT-3 was old, inefficient and targeted at tokeni
by famouswaffles 4y ago
Data used to train the tokenizer is entirely separate from data training the LLM.
The tokenizer used to train GPT-3 was old, inefficient and targeted at tokenizing English. That's pretty much all there is to it. It's possible to train a tokenizer that is more efficient and more including of other languages.
GPT-4's tokenizer is already far more efficient though still weighted to English.
You can test it here
https://tiktokenizer.vercel.app/ https://tiktokenizer.vercel.app/