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kate1130/
koelectra-f1-bullying-classifier

Name: koelectra-f1-bullying-classifier
Availability: InStock

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koelectra-f1-bullying-classifier

This model is a fine-tuned version of monologg/koelectra-base-v3-discriminator on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 100

Training Loss	Epoch	Step	Validation Loss	F1
1.216	1.0	109	0.6775	0.8532
0.5172	2.0	218	0.4718	0.8483
0.3042	3.0	327	0.3439	0.8873
0.2072	4.0	436	0.3407	0.8878
0.1259	5.0	545	0.5322	0.8611
0.0951	6.0	654	0.4395	0.8908
0.069	7.0	763	0.4264	0.8878
0.0445	8.0	872	0.5069	0.8973
0.0252	9.0	981	0.5728	0.8916
0.025	10.0	1090	0.6534	0.8860