gpt2pac

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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