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betoyoglu/fairyTaleGeneration

sourceHugging Facemitupdated 1y agoView on Hugging Face

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fairyTaleGeneration

This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

—Train Loss: 4.8554
—Validation Loss: 5.2886
—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': 'AdamWeightDecay', 'learningrate': {'module': 'transformers.optimizationtf', 'classname': 'WarmUp', 'config': {'initiallearningrate': 5e-05, 'decayschedulefn': {'module': 'keras.optimizers.schedules', 'classname': 'PolynomialDecay', 'config': {'initiallearningrate': 5e-05, 'decaysteps': -781, 'endlearningrate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registeredname': None}, 'warmupsteps': 1000, 'power': 1.0, 'name': None}, 'registeredname': 'WarmUp'}, 'decay': 0.0, 'beta1': 0.9, 'beta2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weightdecayrate': 0.01}
—trainingprecision: mixedfloat16

Training results

Train Loss	Validation Loss	Epoch
8.3775	7.5068	0
6.7593	6.3844	1
5.8657	5.7724	2
5.3334	5.4176	3
4.9905	5.2886	4
4.8519	5.2886	5
4.8528	5.2886	6
4.8530	5.2886	7
4.8568	5.2886	8
4.8554	5.2886	9

Framework versions

—Transformers 4.48.3
—TensorFlow 2.18.0
—Datasets 3.5.0
—Tokenizers 0.21.0