| | --- |
| | 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 3h40min 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 |
| |
|
