---
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
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# 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