novel_ner_v2 / README.md
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metadata
library_name: transformers
license: apache-2.0
base_model: hfl/chinese-electra-180g-large-discriminator
tags:
  - generated_from_trainer
model-index:
  - name: novel_ner
    results: []

novel_ner_v2

This model is a fine-tuned version of hfl/chinese-electra-180g-large-discriminator on an custom NER dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1311
  • Overall Precision: 0.8622
  • Overall Recall: 0.8757
  • Overall F1: 0.8689
  • Overall Accuracy: 0.9753
  • Ucm: 0.7594
  • Lcm: 0.7305

Model description

NER model for chinese web novel domain