Fix comment typo
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@@ -857,7 +857,7 @@ class BertForMaskedLM(BertPreTrainedModel):
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sequence_output = outputs[0]
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sequence_output = outputs[0]
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prediction_scores = self.cls(sequence_output)
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prediction_scores = self.cls(sequence_output)
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outputs = (prediction_scores,) + outputs[2:] # Add hidden states and attention is they are here
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outputs = (prediction_scores,) + outputs[2:] # Add hidden states and attention if they are here
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if masked_lm_labels is not None:
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if masked_lm_labels is not None:
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loss_fct = CrossEntropyLoss(ignore_index=-1)
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loss_fct = CrossEntropyLoss(ignore_index=-1)
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masked_lm_loss = loss_fct(prediction_scores.view(-1, self.config.vocab_size), masked_lm_labels.view(-1))
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masked_lm_loss = loss_fct(prediction_scores.view(-1, self.config.vocab_size), masked_lm_labels.view(-1))
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