roberta-urdu-small-finetuned-news

This model is a fine-tuned version of urduhack/roberta-urdu-small on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.2702
• Accuracy: 0.9482

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: 5e-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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.5949	1.0	938	0.3626	0.9029
0.1351	2.0	1876	0.2545	0.9389
0.0281	3.0	2814	0.2702	0.9482

Framework versions

• Transformers 4.21.0
• Pytorch 1.12.0+cu113
• Datasets 2.4.0
• Tokenizers 0.12.1