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metadata
license: apache-2.0
tags:
  - generated_from_keras_callback
model-index:
  - name: bert-fine-tuned-cola
    results: []
language:
  - en

bert-fine-tuned-cola

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

  • Train Loss: 0.2620
  • Validation Loss: 0.4343
  • Epoch: 1

Model description

Text-classification model that identifies whether or not text is grammatically correct.

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': 2e-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 Validation Loss Epoch
0.4621 0.3909 0
0.2620 0.4343 1

Framework versions

  • Transformers 4.30.2
  • TensorFlow 2.12.0
  • Datasets 2.13.0
  • Tokenizers 0.13.3