AIME multiple runs #48
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safooray
requested changes
Nov 19, 2024
| "Answer": "ground_truth", | ||
| } | ||
| ), | ||
| MultiplyTransform(n_repeats=5), |
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you can append this to the transforms to avoid repeating the previous transforms in the sequence
| { | ||
| "path": os.path.join(self.evalreporting_comp.output_dir, "metric_results.jsonl"), | ||
| "format": ".jsonl", | ||
| "transform":RunPythonTransform("df = df.loc[(df.groupby('ID')['model_output'].transform(lambda x: x.mode().iloc[0] if not x.mode().empty else x.iloc[0]) == df['model_output']) | (df['model_output'].isna() & df.groupby('ID')['model_output'].transform(lambda x: x.mode().iloc[0] if not x.mode().empty else x.iloc[0]).isna())].drop_duplicates('ID')") # compute the majority vote over the model_output. If model_output is null, return null. |
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It would help with readability and reusability if you implement a MajorityVoteTransform
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