|
|
--- |
|
|
tags: |
|
|
- generated_from_trainer |
|
|
model-index: |
|
|
- name: GPT-Medium-Beatles-Lyrics-finetuned-newlyrics |
|
|
results: [] |
|
|
--- |
|
|
|
|
|
# GPT-Medium-Beatles-Lyrics-finetuned-newlyrics |
|
|
|
|
|
This model is a fine-tuned version of [gpt2-medium](https://huggingface.co/gpt2-medium) 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: 1 |
|
|
- eval_batch_size: 4 |
|
|
- 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 | |
|
|
|:-------------:|:-----:|:----:|:---------------:| |
|
|
| 2.603 | 1.0 | 138 | 1.6786 | |
|
|
| 1.88 | 2.0 | 276 | 1.7219 | |
|
|
| 1.2914 | 3.0 | 414 | 1.8531 | |
|
|
| 0.9323 | 4.0 | 552 | 1.9556 | |
|
|
| 0.7111 | 5.0 | 690 | 2.0697 | |
|
|
|
|
|
|
|
|
### Framework versions |
|
|
|
|
|
- Transformers 4.19.2 |
|
|
- Pytorch 1.11.0+cu113 |
|
|
- Datasets 2.2.2 |
|
|
- Tokenizers 0.12.1 |
|
|
|
