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@@ -82,25 +82,6 @@ We've made several models, fine-tuned on this benchmark, available on Hugging Fa
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  For model fine-tuning details and benchmark results, visit [EVALUATION.md](EVALUATION.md).
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- ## Usage
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- To reproduce the Napolab benchmark available on the Hugging Face Hub locally, follow these steps:
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- 1. Clone the repository and install the library:
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- ```bash
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- git clone https://github.com/ruanchaves/napolab.git
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- cd napolab
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- pip install -e .
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- ```
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- 2. Generate the benchmark file:
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- ```python
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- from napolab import export_napolab_benchmark, convert_to_completions_format
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- input_df = export_napolab_benchmark()
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- output_df = convert_to_completions_format(input_df)
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- output_df.reset_index().to_csv("test.csv", index=False)
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  ```
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  ## Citation
 
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  For model fine-tuning details and benchmark results, visit [EVALUATION.md](EVALUATION.md).
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  ```
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  ## Citation