| tags: | |
| - generated_from_trainer | |
| datasets: cmotions/Beatles_lyrics | |
| model-index: | |
| - name: GPT-Medium-Beatles-Lyrics-finetuned-newlyrics | |
| results: [] | |
| # GPT-Medium-Beatles-Lyrics-finetuned-newlyrics | |
| This model is a fine-tuned version of [gpt2-medium](https://huggingface.co/gpt2-medium) on the [Cmotions - Beatles lyrics](https://huggingface.co/datasets/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 | |