| | --- |
| | tags: |
| | - generated_from_trainer |
| | model-index: |
| | - name: gpt2pac |
| | 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. --> |
| |
|
| | # gpt2pac |
| |
|
| | This model was created by finetuning [GPT-2-xl](https://huggingface.co/gpt2-xl) on the lyrics of 824 Tupac Shakur songs from [https://lyrics.az/2pac/allsongs.html](https://lyrics.az/2pac/allsongs.html). |
| |
|
| | ## data |
| |
|
| | All unfiltered data from [https://lyrics.az/2pac/allsongs.html](https://lyrics.az/2pac/allsongs.html) are in [2pac_lyrics.json](https://huggingface.co/stecas/gpt2pac/blob/main/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 |
| |
|
