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willianr/
hate_speech_detection_with_target-bert-large-portuguese-cased

Name: hate_speech_detection_with_target-bert-large-portuguese-cased
Availability: InStock

generated_from_trainer

neuralmind/bert-large-portuguese-cased

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hate_speech_detection_with_target-bert-large-portuguese-cased

This model is a fine-tuned version of neuralmind/bert-large-portuguese-cased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0610
Accuracy: 0.9892

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: 0.0001
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: 20

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.8021	1.0	93	0.1410	0.9594
0.0974	2.0	186	0.0974	0.9770
0.1401	3.0	279	0.0550	0.9838
0.046	4.0	372	0.0618	0.9878
0.0344	5.0	465	0.0469	0.9892
0.2429	6.0	558	0.0854	0.9878
0.0696	7.0	651	0.0451	0.9892
0.0394	8.0	744	0.0460	0.9892
0.0279	9.0	837	0.0469	0.9892
0.0362	10.0	930	0.0779	0.9865
0.0215	11.0	1023	0.0655	0.9878
0.0193	12.0	1116	0.0587	0.9892
0.0154	13.0	1209	0.0594	0.9892
0.015	14.0	1302	0.0601	0.9905
0.0156	15.0	1395	0.0604	0.9892
0.0157	16.0	1488	0.0604	0.9892
0.0145	17.0	1581	0.0607	0.9892
0.0176	18.0	1674	0.0607	0.9892
0.0193	19.0	1767	0.0609	0.9892
0.0206	20.0	1860	0.0610	0.9892

Framework versions

Transformers 4.48.1
Pytorch 2.5.0+cu124
Datasets 3.2.0
Tokenizers 0.21.0

willianr/hate_speech_detection_with_target-bert-large-portuguese-cased

hate_speech_detection_with_target-bert-large-portuguese-cased

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

willianr/
hate_speech_detection_with_target-bert-large-portuguese-cased