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license: apache-2.0

AReaL-boba-2-RL-Code Dataset

This dataset contains the training and testing data used for reinforcement learning in the AReaL-boba-2 model on coding tasks.

Dataset Structure

  • train/: Contains the training data for RL fine-tuning.
  • code_benchmark/: Contains the evaluation benchmark, organized into multiple subfolders, each corresponding to a specific coding benchmark suite, Codeforces, Code Contests and LiveCodeBench (v5) are supported now.

How to Use

To train and evaluate models using this dataset with AReaL:

  1. Download the dataset from this page.
  2. Train the model by following the AReaL training guideline.
  3. Prepare the evaluation data:
    • Move each subfolder inside code_benchmark/ to the evaluation/data/ directory in the AReaL repository.
  4. Run evaluation according to the AReaL evaluation guideline.

License

Please refer to the LICENSE file associated with this dataset or contact the maintainers for more details.