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Show HN: Create Your Own AI-Generated Magic: The Gathering Cards
- minimaxir 6y agoA couple years ago I trained GPT-2 on Magic: The Gathering cards and it worked extremely well, however it was overengineered due to the limits around GPT-2 at the time. Now, with much better AI text generation tooling, I trained a bespoke tiny GPT-2 (~1M parameters) on encoded Magic card data using aitextgen and its schema capabilities. Anecdotally the quality of cards generated is much better than the RNN approaches of the past. The cards follow the color pie now! I was able to make a Colab Notebook with surprisingly little code if you unnest it, including the card decoder. The model is small enough that you can run locally on a CPU if you download the notebook. Let me know if you have any questions!