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Optimization: Evaluation with Parallel Postprocessing and Enhanced St…#4

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VinayakTiwari1103 wants to merge 1 commit intoFractalAIResearchLabs:mainfrom
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Optimization: Evaluation with Parallel Postprocessing and Enhanced St…#4
VinayakTiwari1103 wants to merge 1 commit intoFractalAIResearchLabs:mainfrom
VinayakTiwari1103:Optimize

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…atistical Reporting

Replaced sequential postprocessing loop with ThreadPoolExecutor for parallel execution.
Added statistical reporting: mean, variance, and histogram of correct answers per example.

Pass@1 Score: 0.7231
Majority Score: 0.8112
Mean correct per example: 0.942
Variance: 0.087

…atistical Reporting

This PR parallelizes evaluation postprocessing and outputs concise, useful statistics for model performance analysis.
@VinayakTiwari1103
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@vibhu-fractal Please review

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