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xander71988/t5-small-finetuned-facet-contract-type

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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xander71988/t5-small-finetuned-facet-contract-type

This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:

  • —Train Loss: 0.1701
  • —Validation Loss: 0.1605
  • —Epoch: 6

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': 7000, '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 LossValidation LossEpoch
0.84460.32440
0.29760.19451
0.22400.16862
0.19700.17633
0.18660.15484
0.17930.15655
0.17010.16056

Framework versions

  • —Transformers 4.26.0
  • —TensorFlow 2.11.0
  • —Datasets 2.9.0
  • —Tokenizers 0.13.2