---
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