|
--- |
|
tags: |
|
- generated_from_trainer |
|
datasets: cmotions/Beatles_lyrics |
|
base_model: sshleifer/tiny-ctrl |
|
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 |
|
|
