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MTG-Eval

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metadata
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*
dataset_info:
  features:
    - name: instruction
      dtype: string
    - name: response
      dtype: string
    - name: category
      dtype: string
  splits:
    - name: train
      num_bytes: 40388948.1573514
      num_examples: 76011
    - name: test
      num_bytes: 2125957.8426486026
      num_examples: 4001
  download_size: 19780999
  dataset_size: 42514906

Dataset Card: MTG-Eval

Dataset Summary

The MTG-Eval dataset is designed to enhance and evaluate the understanding of Magic: the Gathering (MTG) rules and card interactions by large language models. It consists of synthetic question-answer pairs generated from MTG card descriptions, official rulings, and card interactions. This dataset aims to reduce the hallucinations of language models and improve their performance in MTG-related tasks such as deck generation and in-game decision-making.

Dataset Details

  • Name: MTG-Eval
  • Number of Instances: 80,032
    • Card Descriptions: 26,702
    • Rules Questions: 27,104
    • Card Interactions: 26,226
  • Source: Data derived from MTGJSON and Commander Spellbook

Data Generation Methodology

  1. Card Descriptions: Reformatted rules text from MTG cards.
  2. Rules Questions: Reformatted rulings from the MTG Rules Committee.
  3. Card Interactions: Synthetic questions generated from combo descriptions in the Commander Spellbook database.

Use Cases

  • Training Language Models: Improve language models' understanding of MTG rules and card interactions.
  • Evaluation Benchmark: Assess performance of language models on MTG-related tasks.

Acknowledgments

Thanks to the MTGJSON project and the team at Commander Spellbook for generously sharing their dataset, without which this dataset would not be possible. All generated data is unofficial Fan Content permitted under the Fan Content Policy. Not approved/endorsed by Wizards. Portions of the materials used are property of Wizards of the Coast. ©Wizards of the Coast LLC.

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