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distilgpt2-finetuned-lyrics
mak109/distilgpt2-finetuned-lyrics
distilgpt2-finetuned-lyrics is a text generation model from mak109. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- May 3, 2022
- Updated
- May 3, 2022
- SHA
- ef5d4bb6
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
mak109/distilgpt2-finetuned-lyrics
This model is a fine-tuned version of distilgpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 3.0226
- Validation Loss: 3.0275
- 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': 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 |
|---|---|---|
| 3.2907 | 3.1500 | 0 |
| 3.1607 | 3.0962 | 1 |
| 3.1005 | 3.0664 | 2 |
| 3.0573 | 3.0430 | 3 |
| 3.0226 | 3.0275 | 4 |
Framework versions
- Transformers 4.18.0
- TensorFlow 2.6.3
- Datasets 2.1.0
- Tokenizers 0.12.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- May 3, 2022
- Updated
- May 3, 2022