GPT-Medium-Beatles-Lyrics-finetuned-newlyrics
This model is a fine-tuned version of gpt2-medium on the Cmotions - Beatles lyrics dataset. It will complete an input prompt with Beatles-like text.
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:
- learning_rate: 5e-05
- train_batch_size: 1
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.603 | 1.0 | 138 | 1.6786 |
| 1.88 | 2.0 | 276 | 1.7219 |
| 1.2914 | 3.0 | 414 | 1.8531 |
| 0.9323 | 4.0 | 552 | 1.9556 |
| 0.7111 | 5.0 | 690 | 2.0697 |
Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.2.2
- Tokenizers 0.12.1
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