rjbownes/Magic-The-Generating

This is a fine tuned GPT-2 model trained on a corpus of all available English language Magic the Gathering card flavour texts . The training corpus was surprisingly small, only ~29000 cards, I had suspected there were more . This might mean there is a real limit to the number of entirely original strings this will generate . This is also only based on the 117M parameter GPT2, it's a pretty obvious upgrade to retrain with medium, large or XL models . The model was trained using google Colab with a T4 instance. 4 epochs, adamW optimizer with default parameters and a batch size of 32. The data was 29222 MtG flavour texts. Empty,