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ECHOscore: A smarter, lighter LLM evaluation tool 🎯 #24

@EugeneXiang

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@EugeneXiang

Hi there! πŸ‘‹ I noticed that your repo includes LLM evaluation logic like eval.py, custom scoring, or ChatCompletion usage.

If you're working on model evaluation, you might be interested in ECHOscore β€” a lightweight and flexible evaluation framework.

✨ ECHOscore lets you:

  • Compare Prompt + Output pairs
  • Structure evaluations with your own criteria (rubric-style)
  • Visualize scores (in the full version)
  • Customize how you assess LLM behavior

It's perfect for small teams, solo devs, or anyone who finds LangSmith too heavy for quick iteration.

πŸ” Try the demo here: https://echoscore.ai

Feel free to check it out β€” feedback is always welcome!🐺

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