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MigoXLab/Dingo: The Ultimate AI Tool for Comprehensive Data Quality Evaluation

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Unleash Data Quality with Dingo! 🚀

Are you tackling data quality issues in your AI projects? Meet Dingo, a cutting-edge evaluation tool designed to automatically identify data quality problems in your datasets.

Key Features:

  • Multi-Dimensional Evaluation: Classifies data quality through 7 critical metrics: Completeness, Effectiveness, Fluency, Relevance, Security, Similarity, and Understandability.
  • Flexible Integration: Use Dingo via CLI, SDK, or integrate with platforms like OpenCompass and Hugging Face.
  • Customizability: Supports built-in rules, custom evaluation methods, and LLM-based prompts for tailored assessments.

What Can You Do?

  • Evaluate datasets from local files or cloud storage.
  • Leverage powerful models (like GPT-4!) for advanced assessments.
  • Automatically generate detailed reports after evaluations to track data quality issues.

Join the future of data evaluation today! 💡 Check Dingo out in our online demo or try it locally. Like and share to spread the word! Let’s enhance data quality together!

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