Rishu115/mlm-bert-train_finalTraining

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

• Train Loss: 1.2958
• Validation Loss: 1.1886
• Epoch: 6

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:

• optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'WarmUp', 'config': {'initial_learning_rate': 2e-05, 'decay_schedule_fn': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 47396, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'passive_serialization': True}, 'warmup_steps': 1000, 'power': 1.0, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
• training_precision: float32

Training results

Train Loss	Validation Loss	Epoch
1.2956	1.1881	0
1.2949	1.1895	1
1.2951	1.1890	2
1.2952	1.1902	3
1.2950	1.1869	4
1.2957	1.1867	5
1.2958	1.1886	6

Framework versions

• Transformers 4.23.1
• TensorFlow 2.10.0
• Datasets 2.10.1
• Tokenizers 0.13.2