readme: ---
  license: apache-2.0
  tags:
  - generated_from_trainer
  model-index:
  - name: DistilGPT2-Beatles-Lyrics-finetuned
    results: []
  widget:
  - text: "Last night in Kiev the"
    example_title: "Kiev"  
  - text: "It hasn't rained in weeks"
    example_title: "Rain"    
  ---
  
  # DistilGPT2-Beatles-Lyrics-finetuned
  
  This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on the [Huggingartists - beatles](https://huggingface.co/datasets/huggingartists/the-beatles) dataset. It will complete an input prompt with Beatles-like text. 
  
  ### Training hyperparameters
  
  The following hyperparameters were used during training:
  - learning_rate: 5e-05
  - train_batch_size: 4
  - eval_batch_size: 8
  - 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 |
  |:-------------:|:-----:|:----:|:---------------:|
  | 2.748         | 1.0   | 165  | 2.3732          |
  | 2.4395        | 2.0   | 330  | 2.1938          |
  | 2.2968        | 3.0   | 495  | 2.1118          |
  | 2.2075        | 4.0   | 660  | 2.0721          |
  | 2.1393        | 5.0   | 825  | 2.0571          |
  
  
  ### Framework versions
  
  - Transformers 4.18.0
  - Pytorch 1.11.0+cu113
  - Datasets 2.2.0
  - Tokenizers 0.12.1
  