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  • Introduced from_benchmark method in PrunaDataModule to create instances from benchmark classes.
  • Added Benchmark, BenchmarkEntry, and BenchmarkRegistry classes for managing benchmarks.
  • Implemented PartiPrompts benchmark for text-to-image generation with various categories and challenges.
  • Created utility function benchmark_to_datasets to convert benchmarks into datasets compatible with PrunaDataModule.
  • Added integration tests for benchmark functionality and data module interactions.

Description

Related Issue

Fixes #(issue number)

Type of Change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update

How Has This Been Tested?

Checklist

  • My code follows the style guidelines of this project
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • I have added tests that prove my fix is effective or that my feature works
  • New and existing unit tests pass locally with my changes

Additional Notes

…mpts benchmark

- Introduced `from_benchmark` method in `PrunaDataModule` to create instances from benchmark classes.
- Added `Benchmark`, `BenchmarkEntry`, and `BenchmarkRegistry` classes for managing benchmarks.
- Implemented `PartiPrompts` benchmark for text-to-image generation with various categories and challenges.
- Created utility function `benchmark_to_datasets` to convert benchmarks into datasets compatible with `PrunaDataModule`.
- Added integration tests for benchmark functionality and data module interactions.
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