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README.md

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-license: apache-2.0
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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.
+
+## How to Use
+
+To train and evaluate models using this dataset with [AReaL](https://github.com/inclusionAI/AReaL):
+
+1. **Download the dataset** from this page.
+2. **Train the model** by following the [AReaL training guideline](https://inclusionai.github.io/AReaL/tutorial/quickstart.html).
+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](https://inclusionai.github.io/AReaL/tutorial/eval.html).
+
+## License
+
+Please refer to the LICENSE file associated with this dataset or contact the maintainers for more details.