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vanichandna/muril-finetuned-squadv1

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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vanichandna/muril-finetuned-squadv1

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

  • Train Loss: 0.7246
  • Epoch: 2

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: {'inneroptimizer': {'classname': 'AdamWeightDecay', 'config': {'name': 'AdamWeightDecay', 'learningrate': {'classname': 'PolynomialDecay', 'config': {'initiallearningrate': 1e-05, 'decaysteps': 32901, 'endlearningrate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta1': 0.9, 'beta2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weightdecayrate': 0.01}}, 'dynamic': True, 'initialscale': 32768.0, 'dynamicgrowthsteps': 2000}
  • trainingprecision: mixedfloat16

Training results

Train LossEpoch
2.43780
0.87461
0.72462

Framework versions

  • Transformers 4.18.0
  • TensorFlow 2.8.0
  • Datasets 2.2.1
  • Tokenizers 0.12.1