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doguaraci avatar doguaraci commented on July 20, 2024

The model weights include a classifier layer with three labels. That is why you get an error. You need to replace that last layer.

You should probably do something like the following:

finbert_without_classifier_head = AutoModel.from_pretrained("/home/pratik/finbert")
finbert_without_classifier_head.save_pretrained("/home/pratik/finbert_wch")
finbert_twoforty = AutoModelForSequenceClassification.from_pretrained("/home/pratik/finbert_wch", num_labels = 240)

from finbert.

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