metadata

license: apache-2.0
tags:
  - generated_from_keras_callback
model-index:
  - name: Rocketknight1/distilbert-base-uncased-finetuned-cola
    results: []

Rocketknight1/distilbert-base-uncased-finetuned-cola

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

Train Loss: 0.1893
Validation Loss: 0.5321
Train Matthews Correlation: 0.5226
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: {'name': 'Adam', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 2670, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
training_precision: float32

Training results

Train Loss	Validation Loss	Train Matthews Correlation	Epoch
0.5162	0.4568	0.4417	0
0.3322	0.4640	0.5121	1
0.1893	0.5321	0.5226	2

Framework versions

Transformers 4.21.0.dev0
TensorFlow 2.9.1
Datasets 2.3.3.dev0
Tokenizers 0.11.0