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| class CustomBERTModel(BertPreTrainedModel): | |
| def __init__(self, config, num_class): | |
| super(CustomBERTModel, self).__init__(config) | |
| self.bert = BertModel(config) | |
| self.linear = nn.Linear(config.hidden_size, num_class) | |
| model = CustomBERTModel.from_pretrained('bert-base-uncased',num_class=10) |
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