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roberta-base-squad2-agric-121223

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roberta
generated_from_keras_callback
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roberta-base-squad2-agric-121223 / README.md
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metadata
license: cc-by-4.0
base_model: deepset/roberta-base-squad2
tags:
  - generated_from_keras_callback
model-index:
  - name: badokorach/roberta-base-squad2-agric-121223
    results: []

badokorach/roberta-base-squad2-agric-121223

This model is a fine-tuned version of deepset/roberta-base-squad2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Train Loss: 0.1937
  • Validation Loss: 0.0
  • 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': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 1e-05, 'decay_steps': 1420, '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
2.1332 0.0 0
1.5341 0.0 1
1.2506 0.0 2
1.0901 0.0 3
0.9304 0.0 4
0.7937 0.0 5
0.7148 0.0 6
0.6009 0.0 7
0.5054 0.0 8
0.4751 0.0 9
0.4042 0.0 10
0.3762 0.0 11
0.3409 0.0 12
0.3083 0.0 13
0.2569 0.0 14
0.2469 0.0 15
0.2487 0.0 16
0.2123 0.0 17
0.2167 0.0 18
0.1937 0.0 19

Framework versions

  • Transformers 4.35.2
  • TensorFlow 2.14.0
  • Datasets 2.15.0
  • Tokenizers 0.15.0