[P] LangCheck: a multi-lingual toolkit to evaluate LLM applications

kennysongB to Machine Learning@academy.gardenEnglish · 1 year ago

Hi! I wanted to share LangCheck, an open source toolkit to evaluate LLM applications (GitHub, Quickstart).

It already supports English and Japanese text, and more languages soon – contributions welcome!

Core functionality:

langcheck.metrics – metrics to evaluate quality & structure of LLM-generated text
langcheck.plot – interactive visualizations of text quality
langcheck.augment – text augmentations to perturb prompts, references, etc (coming soon)

Super open to feedback & curious how other people think about evaluation for LLM apps.

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