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Evaluation Dataset Generation #530

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penguine-ip opened this issue Feb 26, 2024 · 1 comment
Open

Evaluation Dataset Generation #530

penguine-ip opened this issue Feb 26, 2024 · 1 comment
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enhancement New feature or request help wanted Extra attention is needed

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@penguine-ip
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penguine-ip commented Feb 26, 2024

Evaluation dataset generation is coming to deepeval by end of this week. For this feature, we're looking at the following:

  1. Allow users to generate test cases based on their knowledge base
  2. Allow users to choose how to chunk their knowledge base
  3. Allow users to specify how many test cases to generate
  4. Allow users to complicate test cases to make them more realistic (https://arxiv.org/pdf/2304.12244.pdf, https://mlabonne.github.io/blog/notes/Large%20Language%20Models/phi1.htm)

Feedback, suggestions, and contributions for any of the points above are welcomed 😊

@penguine-ip penguine-ip added enhancement New feature or request help wanted Extra attention is needed labels Feb 26, 2024
@penguine-ip penguine-ip self-assigned this Feb 26, 2024
@piseabhijeet
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enhancement New feature or request help wanted Extra attention is needed
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