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aadhistii/tsel-finetune-indobert-base-p1

sourceHugging Faceupdated 2y agoView on Hugging Face
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aadhistii/tsel-finetune-indobert-base-p1

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

  • —Train Loss: 0.0134
  • —Validation Loss: 1.2552
  • —Train Accuracy: 0.7192
  • —Epoch: 9

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': 'Adam', 'weightdecay': None, 'clipnorm': None, 'globalclipnorm': None, 'clipvalue': None, 'useema': False, 'emamomentum': 0.99, 'emaoverwritefrequency': None, 'jitcompile': True, 'islegacyoptimizer': False, 'learningrate': {'module': 'keras.optimizers.schedules', 'classname': 'PolynomialDecay', 'config': {'initiallearningrate': 2e-05, 'decaysteps': 730, 'endlearningrate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registeredname': None}, 'beta1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
  • —training_precision: float32

Training results

Train LossValidation LossTrain AccuracyEpoch
0.84910.73060.69180
0.54930.76710.70551
0.28910.81410.71232
0.14541.06750.68843
0.08531.03110.70894
0.04261.13040.69865
0.02261.17870.70896
0.01911.21640.71237
0.01471.25930.71928
0.01341.25520.71929

Framework versions

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