gpt2pac
This model was created by finetuning GPT-2-xl on the lyrics of 824 Tupac Shakur songs from https://lyrics.az/2pac/allsongs.html.
data
All unfiltered data from https://lyrics.az/2pac/allsongs.html are in 2pac_lyrics.json. However, I filtered some of these out of the model's training data because they were too short, not songs, etc.
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3