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AmitBHuji/mt5-small-finetuned-mt5-simplification-1epoch

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
1likes161downloads
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AmitBHuji/mt5-small-finetuned-mt5-simplification-1epoch

This model is a fine-tuned version of google/mt5-small on an unknown dataset. It achieves the following results on the evaluation set:

  • —Train Loss: 6.2240
  • —Epoch: 7

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', 'learningrate': {'classname': 'PolynomialDecay', 'config': {'initiallearningrate': 5.6e-05, 'decaysteps': 1192, 'endlearningrate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta1': 0.9, 'beta2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weightdecay_rate': 0.01}
  • —trainingprecision: mixedfloat16

Training results

Train LossEpoch
15.12440
9.67941
7.97582
7.18583
6.65064
6.52845
6.20936
6.22407

Framework versions

  • —Transformers 4.20.1
  • —TensorFlow 2.8.2
  • —Datasets 2.3.2
  • —Tokenizers 0.12.1