0.16.0 Release Notes

This version includes improvements to the grounded in context model, explainability for grounded in context and retrieval relevancy properties, supporting GPT-4o in the backend, english translation visibility, along with more features, stability and performance improvements, that are part of our 0.16.0 release.

Deepchecks LLM Evaluation 0.16.0 Release

  • 🤫 Updated Model for the Grounded in Context Property
  • 🧮 Properties Explainability
  • 💬 Updated LLM Reasoning View
  • 🔡 Translation to English is Viewable
  • 🚦 GPT-4o Supported in LLM Properties

What’s New and Improved?

  • Updated Model for the Grounded in Context Property

    • Improved recall and precision on a wide set of benchmarks, enabling accurate identification of problems.
  • Properties Explainability

    • Upon click, Grounded in Context displays the least grounded part of output, and similarly Retrieval Relevance marks the most relevant part of the information retrieval.

  • Updated LLM Reasoning View

    • LLM reasoning is now viewable upon click

  • Translation to English is Viewable

    • For applications where translation is enabled, the translated english version can be viewed
  • GPT-4o Supported in LLM Properties

    • LLM Properties can now run using GPT-4o. This setting is organization wide, and can be enabled by request.