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koelectra-with-korpus
p3ngdump/koelectra-with-korpus
koelectra-with-korpus is a machine learning model from p3ngdump. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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At a glance
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- Aug 26, 2024
- Updated
- Aug 26, 2024
- SHA
- c79ffb56
Base models
Model card
From the Hugging Face model README
f1 = 0.9270064607187208
loss = 0.10505387338584866
precision = 0.9191074372993144
recall = 0.9350424332049485
precision recall f1-score support
AFW 0.81 0.80 0.80 2589
ANM 0.88 0.94 0.91 1576
CVL 0.93 0.95 0.94 23827
DAT 0.97 0.97 0.97 10511
EVT 0.82 0.85 0.84 1551
FLD 0.79 0.80 0.80 1420
LOC 0.92 0.92 0.92 9336
MAT 0.78 0.86 0.82 504
NUM 0.95 0.96 0.96 10668
ORG 0.90 0.92 0.91 13666
PER 0.96 0.97 0.97 10476
PLT 0.72 0.68 0.70 277
TIM 0.94 0.95 0.94 1045
TRM 0.81 0.84 0.82 3167
micro avg 0.92 0.94 0.93 90613
macro avg 0.87 0.89 0.88 90613
weighted avg 0.92 0.94 0.93 90613
- Type
- electra
- License
- apache-2.0
- Languages
- ko
- Created
- Aug 26, 2024
- Updated
- Aug 26, 2024