electricidad-small-discriminator-finetuned-clasificacion-texto-suicida – AI Model by dannyvas23 | AlphaNeural AI

You can deploy this model and start earning money today!

dannyvas23/
electricidad-small-discriminator-finetuned-clasificacion-texto-suicida

like

0

text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

electricidad-small-discriminator-finetuned-clasificacion-texto-suicida

This model is a fine-tuned version of mrm8488/electricidad-small-discriminator on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0458
Accuracy: 0.9916

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
lr_scheduler_type: linear
num_epochs: 15

Training results

Training Loss	Epoch	Validation Loss	Accuracy
0.161100	1.0	0.133057	0.952718
0.134500	2.0	0.110966	0.960804
0.108500	3.0	0.086417	0.970835
0.099400	4.0	0.073618	0.974856
0.090500	5.0	0.065231	0.979629
0.080700	6.0	0.060849	0.982324
0.069200	7.0	0.054718	0.986125
0.060400	8.0	0.051153	0.985948
0.048200	9.0	0.045747	0.989748
0.045500	10.0	0.049992	0.988069
0.043400	11.0	0.046325	0.990234
0.034300	12.0	0.050746	0.989792
0.032900	13.0	0.043434	0.991737
0.028400	14.0	0.045003	0.991869
0.022300	15.0	0.045819	0.991648

Framework versions

Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 2.0.0
Tokenizers 0.11.6