tags: | |
- generated_from_trainer | |
datasets: cmotions/Beatles_lyrics | |
model-index: | |
- name: CTRL-Beatles-Lyrics-finetuned-newlyrics | |
results: [] | |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You | |
should probably proofread and complete it, then remove this comment. --> | |
# CTRL-Beatles-Lyrics-finetuned-newlyrics | |
This model is a fine-tuned version of [sshleifer/tiny-ctrl](https://huggingface.co/sshleifer/tiny-ctrl) 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: 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 | | |
|:-------------:|:-----:|:----:|:---------------:| | |
| 12.361 | 1.0 | 35 | 12.3685 | | |
| 12.3529 | 2.0 | 70 | 12.3583 | | |
| 12.3374 | 3.0 | 105 | 12.3401 | | |
| 12.3158 | 4.0 | 140 | 12.3237 | | |
| 12.301 | 5.0 | 175 | 12.3180 | | |
### Framework versions | |
- Transformers 4.19.2 | |
- Pytorch 1.11.0+cu113 | |
- Datasets 2.2.2 | |
- Tokenizers 0.12.1 | |