feat: add distiller algorithm

[minettekaum]

Description

The distiller algorithm hyper added to Pruna.

• The hyper algorithm is in file src/pruna/algorithms/hyper.py
• The tests are in tests/algorithms/testers/hyper.py
• distiller, enhancer and recamplertags added to src/pruna/algorithms/base/tags.py
• PEFT added to pyproject.toml

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?

By the tests in tests/algorithms/testers/hyper.py

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

[cursor]

Comment @cursor review or bugbot run to trigger another review on this PR

[cursor]

Bug: Hyperparameter name "agressive" is misspelled

The hyperparameter agressive is misspelled (missing a 'g' - should be aggressive). This is a user-facing configuration parameter that users will need to specify via smash_config["agressive"]. Using a misspelled parameter name in the public API will cause confusion and forces users to use the incorrect spelling. The typo is used consistently throughout the file (lines 132, 137, 143, 148, 154, 158, 164, 168), so it won't cause runtime errors, but it's a poor API design.

 

[github-actions]

This PR has been inactive for 10 days and is now marked as stale.

[johnrachwan123]

LGTM