readme: ---
  license: openrail
  datasets:
  - codeparrot/github-jupyter-code-to-text
  library_name: transformers
  tags:
  - code
  ---
  
  # Santacoder code-to-text
  
  This model is a fine-tuned version of [bigcode/santacoder](https://huggingface.co/bigcode/santacoder) on
  [copdeparrot/gitub-jupyter-code-to-text](https://huggingface.co/datasets/codeparrot/github-jupyter-code-to-text).
  
  
  ## Training procedure
  
  The model was trained on 4 A100 for 3h with the following hyperparameters were used during training on 4 A100:
  - learning_rate: 5e-05
  - train_batch_size: 2
  - eval_batch_size: 2
  - seed: 42
  - gradient_accumulation_steps: 4
  - total_train_batch_size: 4
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  - lr_scheduler_type: cosine
  - lr_scheduler_warmup_steps: 100
  - training_steps: 800
  