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Evaluation metric bits-per-byte #14

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jxiw opened this issue Sep 6, 2023 · 0 comments
Open

Evaluation metric bits-per-byte #14

jxiw opened this issue Sep 6, 2023 · 0 comments

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@jxiw
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jxiw commented Sep 6, 2023

Hi there,

Megabyte paper uses bits-per-byte in Table 2 as their evaluation metric. It seems it has difference compared with byte level perplexity, since their number in arXiv and Code is < 1. So it should not be perplexity. This repo uses the cross-entropy loss and can easily calculate the byte level perplexity. May I ask how to compute bits-per-byte metric?

Thanks a lot.

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