readme: ---
  license: apache-2.0
  tags:
  - generated_from_trainer
  model-index:
  - name: DistilGPT2-Beatles-Lyrics-finetuned-newlyrics
    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-newlyrics
  
  This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) 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: 8
  - eval_batch_size: 16
  - 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: 10
  
  ### Training results
  
  | Training Loss | Epoch | Step | Validation Loss |
  |:-------------:|:-----:|:----:|:---------------:|
  | 2.786         | 1.0   | 18   | 2.0410          |
  | 2.5587        | 2.0   | 36   | 1.9280          |
  | 2.3651        | 3.0   | 54   | 1.8829          |
  | 2.2759        | 4.0   | 72   | 1.8473          |
  | 2.1241        | 5.0   | 90   | 1.8237          |
  | 2.1018        | 6.0   | 108  | 1.8535          |
  | 1.8537        | 7.0   | 126  | 1.8497          |
  | 1.7859        | 8.0   | 144  | 1.8618          |
  | 1.69          | 9.0   | 162  | 1.8657          |
  | 1.6481        | 10.0  | 180  | 1.8711          |
  
  
  ### Framework versions
  
  - Transformers 4.19.2
  - Pytorch 1.11.0+cu113
  - Datasets 2.2.2
  - Tokenizers 0.12.1
  