NERX

Name	NERX JSON
Version	0.0.6 JSON
	download
home_page	https://gitee.com/summry/NERX
Summary	Named Entity Recognition
upload_time	2025-03-15 05:06:04
maintainer	None
docs_url	None
author	summy
requires_python	>=3.6
license	None
keywords	pytorch ai machine learning deep learning torch ner named entity recognition
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            Usage Sample
''''''''''''

.. code:: python

        import torch
        from transformers import AutoTokenizer
        from nerx import NER, Collator
        from model_wrapper import ClassifyModelWrapper
        
        model = NER('hlf/rb3', num_classes=8)
        tokenizer = AutoTokenizer.from_pretrained('hlf/rb3')
        wrapper = ClassifyModelWrapper(model)
        history = wrapper.train(train_set, val_set, 
                                collate_fn=Collator(tokenizer, label_padding_id=7))



            

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