badokorach/minilm-uncased-trans-agric-290124

This model is a fine-tuned version of badokorach/minilm-uncased-squad2-agric-041223 on an unknown dataset. It achieves the following results on the evaluation set:

• Train Loss: 0.0045
• Validation Loss: 0.0
• Epoch: 14

Model Performance

-Exact_Match: 76.03% -F1 Score: 76.35%

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': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 1e-05, 'decay_steps': 2280, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.02}
• training_precision: mixed_float16

Training results

Train Loss	Validation Loss	Epoch
0.1440	0.0	0
0.0223	0.0	1
0.0159	0.0	2
0.0153	0.0	3
0.0099	0.0	4
0.0082	0.0	5
0.0079	0.0	6
0.0064	0.0	7
0.0050	0.0	8
0.0047	0.0	9
0.0047	0.0	10
0.0044	0.0	11
0.0046	0.0	12
0.0042	0.0	13
0.0045	0.0	14

Framework versions

• Transformers 4.35.2
• TensorFlow 2.15.0
• Datasets 2.16.1
• Tokenizers 0.15.1