To train our model, we used Huggingface's Transformers library and specifically their Flax API to fine-tune our model on various code datasets including one of our own, which we scraped from GitHub. Please visit our datasets page for more information regarding them. We used the hyperparameters discussed in the GPT-3 small configuration from EleutherAI's GPT-Neo model. Modifying the batch size and