PromptGenerator_5_topic_finetuned – AI Model by cansen88 | AlphaNeural AI

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cansen88/
PromptGenerator_5_topic_finetuned

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text-generation

generated_from_keras_callback

autotrain_compatible

endpoints_compatible

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PromptGenerator_5_topic_finetuned

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

Train Loss: 1.6861
Train Sparse Categorical Accuracy: 0.8150
Validation Loss: 1.9777
Validation Sparse Categorical Accuracy: 0.7250
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': 'Adam', 'learning_rate': 5e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
training_precision: float32

Training results

Train Loss	Train Sparse Categorical Accuracy	Validation Loss	Validation Sparse Categorical Accuracy	Epoch
3.0394	0.5171	2.7152	0.5841	0
2.5336	0.6247	2.4440	0.6318	1
2.2002	0.6958	2.2557	0.6659	2
1.9241	0.7608	2.1059	0.6932	3
1.6861	0.8150	1.9777	0.7250	4

Framework versions

Transformers 4.21.1
TensorFlow 2.8.2
Datasets 2.4.0
Tokenizers 0.12.1