Modelpublic

nouman-10/fine-tune-roberta-exist-mlm

sourceHugging Facemitupdated 4y agoView on Hugging Face

0likes7downloads

Model Card

unsupervised-fine-tune-roberta-exist

This model is a fine-tuned version of nouman-10/unsupervised-exist-rb on the None dataset. It achieves the following results on the evaluation set:

—Loss: 1.9911
—Accuracy: 0.7238
—F1: 0.7262

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
—trainbatchsize: 16
—evalbatchsize: 16
—seed: 42
—optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
—lrschedulertype: linear
—num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
No log	1.0	194	0.5147	0.7471	0.7434
No log	2.0	388	0.5395	0.7384	0.7458
0.4616	3.0	582	0.6484	0.75	0.7440
0.4616	4.0	776	0.9610	0.7355	0.7407
0.4616	5.0	970	1.2414	0.7326	0.7262
0.1786	6.0	1164	1.7050	0.7209	0.7209
0.1786	7.0	1358	1.7930	0.7384	0.7273
0.0557	8.0	1552	1.8999	0.7355	0.7378
0.0557	9.0	1746	1.9886	0.7209	0.7225
0.0557	10.0	1940	1.9911	0.7238	0.7262

Framework versions

—Transformers 4.26.1
—Pytorch 1.13.1+cu116
—Datasets 2.10.1
—Tokenizers 0.13.2