readme: ---
  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
  