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Tokenization is a crude text compression, which happens at the cost of obfuscating the data. Without it, we would effectively reduce the context size and incre
by stared 3y ago
Tokenization is a crude text compression, which happens at the cost of obfuscating the data.
Without it, we would effectively reduce the context size and increase the training time. For OpenAI tokenizer - by a factor of 4.
Is there a workaround, or are there only trade-offs?