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novel_ner_v2
chi-vi/novel_ner_v2
novel_ner_v2 is a token classification model from chi-vi. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Token Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- Aug 9, 2025
- Updated
- Aug 13, 2025
- SHA
- 0742fa92
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
novel_ner_v2
This model is a fine-tuned version of hfl/chinese-electra-180g-large-discriminator on an unknown 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: 0.7594ner
- Lcm: 0.7305
Model description
NER model for chinese web novel domain
- Task
- Token Classification
- Library
- transformers
- Type
- electra
- License
- apache-2.0
- Created
- Aug 9, 2025
- Updated
- Aug 13, 2025