---
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