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Fix: ignore tokens in target tensor should be set to -100, not -1 #1

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merged 1 commit into from
May 25, 2022

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Loss cannot be computed if labels[~masked_indices] = -1.
From BertForMaskedLM documentation: "Indices should be in [-100, 0, ..., config.vocab_size] ... Tokens with indices set to -100 are ignored (masked), the loss is only computed for the tokens with labels in [0, ..., config.vocab_size]"

Loss cannot be computed if  labels[~masked_indices] = -1.
From BertForMaskedLM documentation: "Indices should be in [-100, 0, ..., config.vocab_size] ... Tokens with indices set to -100 are ignored (masked), the loss is only computed for the tokens with labels in [0, ..., config.vocab_size]"
@maxlchen maxlchen merged commit 7c06fac into master May 25, 2022
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