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loss values #5

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jsephine opened this issue Mar 16, 2020 · 0 comments
Open

loss values #5

jsephine opened this issue Mar 16, 2020 · 0 comments

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@jsephine
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Hello, thanks a lot for the great repo!

I'm trying to train a language model with different k-mers with stride=1. As you already discussed, we should expect the loss for this LM should be around ln(4^1)~1.3.

However, when I train 6-mer with stride 1, loss is around 8.3 ~ ln(4^6), and if I train 4-mer with stride 1, loss is around 5.2 ~ ln(4^4). Do you have an idea why this happens?

Thanks!

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