sillsdev / sillsdev/silnlp

A-B test creator

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#446 0 comments 0 reactions 1 assignee View on GitHub

@Enkidu93 is already working on this.

Since Dec 8, 2023.

enhancement onboarding
Dominant language
Python
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39
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7
Avg merge
1d 9h
Merged PRs (30d)
5

Description

Or ABC. What is the best way to do this? Could we choose 3 experiments that have the highest Bleu score (or the ones we think are the best candidates) and auto-create an AB test to determine which of the 3 model configurations are most ideal. This could include:

  • An investigation has completed runs with the pretranslations saved
  • A subset of the pretranslations are used for the AB testing (book selection?)
  • Either a Google sheet or potentially a Google Form is auto-created with the 3 top pretranslation sets (randomly sorted - 6 verses?) and sent to one or more translators
    • Potentially both - we could create the Google Sheet and then make the form off of the sheet. The sheet could then be re-populated with the results.
  • After the form is filled out, the results show back up in a Google sheet or somewhere else de-randomized

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