badokorach/bert-finetuned-squad-2

This model is a fine-tuned version of badokorach/bert-finetuned-squad on an unknown dataset. It achieves the following results on the evaluation set:

• Train Loss: 0.0321
• Epoch: 19

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': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 1300, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, '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: mixed_float16

Training results

Train Loss	Epoch
2.5929	0
2.0035	1
1.5695	2
1.2195	3
0.8813	4
0.6352	5
0.4423	6
0.2866	7
0.2029	8
0.1448	9
0.1142	10
0.0858	11
0.0630	12
0.0480	13
0.0413	14
0.0359	15
0.0379	16
0.0344	17
0.0299	18
0.0321	19

Framework versions

• Transformers 4.31.0
• TensorFlow 2.12.0
• Datasets 2.14.3
• Tokenizers 0.13.3