You can deploy this model and start earning money today!

Arvnd03/
FirstTry

Name: FirstTry
Rating: 2.5 (5 reviews)

generated_from_trainer

tweets_hate_speech_detection

Views

No views yet

FirstTry

This model is a fine-tuned version of roberta-base on the tweets_hate_speech_detection dataset. It achieves the following results on the evaluation set:

Loss: 0.0847
Accuracy: 0.9822
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: 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: 15

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.1159	1.0	1599	0.1019	0.9759	0.8270
0.0727	2.0	3198	0.0965	0.9795	0.8424
0.044	3.0	4797	0.0847	0.9822	0.8693
0.0301	4.0	6396	0.1121	0.9811	0.8660
0.0206	5.0	7995	0.1718	0.9700	0.8110
0.0176	6.0	9594	0.1453	0.9811	0.8591

Framework versions

Transformers 4.26.1
Pytorch 2.0.1
Datasets 2.10.1
Tokenizers 0.13.3

Arvnd03/FirstTry

FirstTry

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Arvnd03/
FirstTry