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Update model_utils.py
Browse filesAdd Description of load_models()
- model_utils.py +9 -0
model_utils.py
CHANGED
@@ -64,6 +64,15 @@ class BiLSTMForTokenClassification(nn.Module):
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return {'loss': loss, 'logits': logits}
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def load_models():
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model_dir = "./models/bilstm_ner"
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tokenizer_dir = "./models/tokenizer"
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return {'loss': loss, 'logits': logits}
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def load_models():
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"""
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Loads the custom BiLSTM NER model and tokenizer from local files.
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Returns:
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model (BiLSTMForTokenClassification): The loaded BiLSTM NER model.
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tokenizer (AutoTokenizer): The loaded tokenizer associated with the model.
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id2label_ner (dict): A dictionary mapping numerical label indices to NER tags.
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"""
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model_dir = "./models/bilstm_ner"
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tokenizer_dir = "./models/tokenizer"
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