| license: apache-2.0 | |
| tags: | |
| - generated_from_trainer | |
| datasets: huggingartists/the-beatles | |
| 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 | |
| results: [] | |
| # DistilGPT2-Beatles-Lyrics-finetuned | |
| This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on the [Huggingartists - beatles](https://huggingface.co/datasets/huggingartists/the-beatles) dataset. It will complete an input prompt with Beatles-like text. | |
| ### Training hyperparameters | |
| The following hyperparameters were used during training: | |
| - learning_rate: 5e-05 | |
| - train_batch_size: 4 | |
| - eval_batch_size: 8 | |
| - 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 | | |
| |:-------------:|:-----:|:----:|:---------------:| | |
| | 2.748 | 1.0 | 165 | 2.3732 | | |
| | 2.4395 | 2.0 | 330 | 2.1938 | | |
| | 2.2968 | 3.0 | 495 | 2.1118 | | |
| | 2.2075 | 4.0 | 660 | 2.0721 | | |
| | 2.1393 | 5.0 | 825 | 2.0571 | | |
| ### Framework versions | |
| - Transformers 4.18.0 | |
| - Pytorch 1.11.0+cu113 | |
| - Datasets 2.2.0 | |
| - Tokenizers 0.12.1 | |