Hugging Face's logo

furqank8
/
bert-fine-tuned-cola

Text Classification
Transformers
TensorFlow
bert
generated_from_keras_callback
Inference Endpoints
Model card Files Community
bert-fine-tuned-cola / README.md
furqank8's picture
furqank8
Training in progress epoch 1
5c2c407
preview code
|
raw
history blame
1.39 kB
metadata
license: apache-2.0
base_model: bert-base-uncased
tags:
  - generated_from_keras_callback
model-index:
  - name: furqank8/bert-fine-tuned-cola
    results: []

furqank8/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: 0.2953
  • Validation Loss: 0.4732
  • Epoch: 1

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', '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
0.4873 0.4312 0
0.2953 0.4732 1

Framework versions

  • Transformers 4.31.0
  • TensorFlow 2.12.0
  • Datasets 2.13.1
  • Tokenizers 0.13.3