kluebert-GPT-sw-f1-bullying-classifier – AI Model by kate1130 | AlphaNeural AI

You can deploy this model and start earning money today!

kate1130/
kluebert-GPT-sw-f1-bullying-classifier

like

0

text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

kluebert-GPT-sw-f1-bullying-classifier

This model is a fine-tuned version of klue/bert-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.9376
F1: 0.8693

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: 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 results

Training Loss	Epoch	Step	Validation Loss	F1
0.4337	1.0	324	0.4022	0.8666
0.1191	2.0	648	0.6005	0.8412
0.0445	3.0	972	0.6667	0.8715
0.0159	4.0	1296	0.7896	0.8653
0.0107	5.0	1620	0.8375	0.8716
0.0082	6.0	1944	0.8489	0.8789
0.0048	7.0	2268	0.8848	0.8757
0.005	8.0	2592	0.9376	0.8693

Framework versions

Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 3.5.1
Tokenizers 0.21.1