| license: apache-2.0 | |
| tags: | |
| - generated_from_trainer | |
| datasets: cmotions/Beatles_lyrics | |
| widget: | |
| - text: Last night in Kiev the | |
| example_title: Kiev | |
| - text: It hasn't rained in weeks | |
| example_title: Rain | |
| model-index: | |
| - name: DistilGPT2-Beatles-Lyrics-finetuned-newlyrics | |
| results: [] | |
| # DistilGPT2-Beatles-Lyrics-finetuned-newlyrics | |
| This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) 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: 8 | |
| - eval_batch_size: 16 | |
| - 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: 10 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | | |
| |:-------------:|:-----:|:----:|:---------------:| | |
| | 2.786 | 1.0 | 18 | 2.0410 | | |
| | 2.5587 | 2.0 | 36 | 1.9280 | | |
| | 2.3651 | 3.0 | 54 | 1.8829 | | |
| | 2.2759 | 4.0 | 72 | 1.8473 | | |
| | 2.1241 | 5.0 | 90 | 1.8237 | | |
| | 2.1018 | 6.0 | 108 | 1.8535 | | |
| | 1.8537 | 7.0 | 126 | 1.8497 | | |
| | 1.7859 | 8.0 | 144 | 1.8618 | | |
| | 1.69 | 9.0 | 162 | 1.8657 | | |
| | 1.6481 | 10.0 | 180 | 1.8711 | | |
| ### Framework versions | |
| - Transformers 4.19.2 | |
| - Pytorch 1.11.0+cu113 | |
| - Datasets 2.2.2 | |
| - Tokenizers 0.12.1 | |