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czigopis/
bert-base-greek-uncased-v1-finetuned-cola

Name: bert-base-greek-uncased-v1-finetuned-cola
Availability: InStock

generated_from_keras_callback

nlpaueb/bert-base-greek-uncased-v1

finetune

autotrain_compatible

endpoints_compatible

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czigopis/bert-base-greek-uncased-v1-finetuned-cola

This model is a fine-tuned version of nlpaueb/bert-base-greek-uncased-v1 on an unknown dataset. It achieves the following results on the evaluation set:

Train Loss: 0.2349
Validation Loss: 0.3447
Train Matthews Correlation: 0.6811
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', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 627, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, '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
0.4464	0.3352	0.6878	0
0.2930	0.3673	0.6894	1
0.2349	0.3447	0.6811	2

Framework versions

Transformers 4.35.2
TensorFlow 2.14.0
Datasets 2.15.0
Tokenizers 0.15.0