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t5-base-turkish-english-translator

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

  • Train Loss: 0.1501
  • Train Accuracy: 0.9792
  • Validation Loss: 0.1353
  • Validation Accuracy: 0.9808
  • Epoch: 4

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': 8e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
  • training_precision: float32

Training results

Train Loss Train Accuracy Validation Loss Validation Accuracy Epoch
0.3017 0.9678 0.2361 0.9729 0
0.2219 0.9737 0.1935 0.9761 1
0.1897 0.9761 0.1692 0.9779 2
0.1677 0.9778 0.1504 0.9795 3
0.1501 0.9792 0.1353 0.9808 4

Framework versions

  • Transformers 4.42.3
  • TensorFlow 2.15.0
  • Datasets 2.20.0
  • Tokenizers 0.19.1
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