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Summary of Changes

Hello @ChenZiHong-Gavin, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request initiates a significant refactoring of the evaluator architecture by relocating the core BaseEvaluator class to a more foundational bases directory. This change aims to improve the modularity and organization of the codebase, preparing it for the integration of new evaluator types, particularly Knowledge Graph (KG) evaluators, as part of an ongoing work-in-progress effort.

Highlights

  • Evaluator Base Class Relocation: The BaseEvaluator class has been moved from graphgen/models/evaluator/ to graphgen/bases/ to establish a more fundamental base for evaluators.
  • Dependent Evaluator Updates: Existing evaluators, specifically LengthEvaluator and MTLDEvaluator, have been updated to reflect the new import path for the BaseEvaluator.
  • Future KG Evaluator Integration: This refactoring lays the groundwork for the future addition of Knowledge Graph (KG) evaluators, as indicated by the PR title.
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Code Review

This pull request refactors the data evaluators by moving BaseEvaluator to a more suitable bases directory and updating the corresponding imports in LengthEvaluator and MTLDEvaluator. The changes are correct and improve the project structure. The import reordering also aligns with common style guides. I have reviewed the code changes and found no issues.

The PR title suggests this is a work-in-progress, mentioning the addition of 'kg evaluators' which are not yet present. I also observed that RewardEvaluator and UniEvaluator do not yet inherit from BaseEvaluator. Unifying all evaluators under this common base class would be a valuable next step for consistency.

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