File size: 835 Bytes
4c1044f
 
f2edfbf
 
 
 
 
 
 
4c1044f
 
f2edfbf
 
4c1044f
f2edfbf
4c1044f
29fa941
f2edfbf
 
 
 
 
 
29fa941
f2edfbf
4c1044f
f2edfbf
4c1044f
f2edfbf
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
---
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: []
---

<!-- 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](https://huggingface.co/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