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ko-clickbait_news_classifier-KcELECTRA-base – AI Model by Hyeonseo | AlphaNeural AI
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Hyeonseo
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ko-clickbait_news_classifier-KcELECTRA-base
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transformers
pytorch
tensorboard
electra
text-classification
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
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ko-clickbait_news_classifier-KcELECTRA-base
This model is a fine-tuned version of
beomi/KcELECTRA-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.9632
Accuracy: 0.5687
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
1.0044
1.0
2934
0.9792
0.5264
0.9388
2.0
5868
0.9557
0.5461
0.8859
3.0
8802
0.9333
0.5654
0.8146
4.0
11736
0.9551
0.5636
0.7607
5.0
14670
0.9632
0.5687
Framework versions
Transformers 4.28.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.13.3
