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gpt2-finetuned-genius-lyrics
caseyhahn/gpt2-finetuned-genius-lyrics
gpt2-finetuned-genius-lyrics is a text generation model from caseyhahn. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
This model is a fine-tuned version of gpt2 on an genius song lyrics from Kaggle. It achieves the following results on the evaluation set: - Train Loss: 2.9358 - Validation Loss: 2.7947 - Epoch: 0
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Oct 26, 2023
- Updated
- Oct 26, 2023
- SHA
- 134a4269
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Model card
From the Hugging Face model README
caseyhahn/gpt2-finetuned-genius-lyrics
This model is a fine-tuned version of gpt2 on an genius song lyrics from Kaggle. It achieves the following results on the evaluation set:
- Train Loss: 2.9358
- Validation Loss: 2.7947
- Epoch: 0
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': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 2.9358 | 2.7947 | 0 |
Framework versions
- Transformers 4.34.1
- TensorFlow 2.14.0
- Datasets 2.14.6
- Tokenizers 0.14.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Oct 26, 2023
- Updated
- Oct 26, 2023