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Audi24/
RockAI

Name: RockAI
Rating: 2.5 (9 reviews)

transformers

vit

image-classification

generated_from_keras_callback

google/vit-base-patch16-224-in21k

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Audi24/RockAI

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on an unknown dataset. It achieves the following results on the evaluation set:

Train Loss: 0.5468
Validation Loss: 0.6111
Train Accuracy: 0.7674
Epoch: 4

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': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 3e-05, 'decay_steps': 2550, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: float32

Training results

Train Loss	Validation Loss	Train Accuracy	Epoch
1.0659	1.0044	0.6279	0
0.9502	0.9168	0.7442	1
0.8135	0.7778	0.7287	2
0.6570	0.6767	0.7442	3
0.5468	0.6111	0.7674	4

Framework versions

Transformers 4.38.1
TensorFlow 2.15.0
Datasets 2.18.0
Tokenizers 0.15.2