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README.md
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- execution-accuracy
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# EditBench
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This dataset
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It is designed to evaluate model performance on code editing tasks.
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- execution-accuracy
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---
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# EditBench Dataset
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This dataset contains code editing tasks extracted from the EditBench evaluation framework specifically designed for evaluating model performance on code editing tasks. It is provided as a test-only benchmark. Each sample includes:
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## Core Files (Python)
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- `original_code.py`: Starting code file
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- `highlighted_code.py`: Specific section of code to be modified
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- `instruction.txt`: User instructions for the task
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- `test_code.py`: Tests that validate the implementation
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## Supporting Files (Python)
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- `requirements.txt`: Dependencies needed to run the code
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- `conftest.py`: Pytest configuration
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- `test_utils.py`: Utilities for testing
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## Core Files (JavaScript)
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- `original_code.js`: Starting code file (or .jsx)
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- `highlighted_code.js`: Specific section of code to be modified
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- `instruction.txt`: User instructions for the task
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- `test_code`: Tests that validate the implementation (from tests/*.test.js)
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- `package_json`: NPM package configuration
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- `jest_setup`: Jest testing setup (if applicable)
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- `babel_config`: Babel configuration (if applicable)
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- `other_files`: Additional files needed for the project
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## Dataset Statistics
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- Total samples: 113
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- Python samples: 104
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- JavaScript samples: 9
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- Expected samples: 113 (57 easy + 56 hard questions)
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- Found samples: 113 / 113
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## Usage
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This dataset is provided as a test-only benchmark and can be loaded directly with the Hugging Face Datasets library:
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```python
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from datasets import load_dataset
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# Note that this dataset only has a 'test' split
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dataset = load_dataset("your-username/editbench", split="test")
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```
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## Ethical Considerations and Limitations
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- This dataset is provided exclusively for benchmark/evaluation purposes
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- Models should NOT be trained on this dataset, as it is specifically designed to test model capabilities
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- Hugging Face's Terms of Service prohibit using benchmark datasets for training
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- We recommend implementing your model's training pipeline to explicitly exclude this dataset
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## Citation
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If you use this dataset, please cite the original EditBench work.
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## License and Usage Restrictions
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This dataset is provided for research and evaluation purposes only. By using this dataset, you agree not to:
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1. Train models on it (it is a benchmark dataset)
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2. Scrape or incorporate it into pretraining data
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3. Use it for any purpose other than evaluation
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