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Features Backlog #46

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5 of 14 tasks
luca-martial opened this issue Jan 29, 2023 · 0 comments
Open
5 of 14 tasks

Features Backlog #46

luca-martial opened this issue Jan 29, 2023 · 0 comments
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@luca-martial
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luca-martial commented Jan 29, 2023 •
edited by dcecchini
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Parked Ideas 🚗

  • Testing social stereotypes for MLMs (paper)
  • Adding support for cloud provider models to be tested
  • Support an installation for airgapped environments
  • Need to generate a spec of what data the model expects and can safely run with (for example, if a model has only been validated on females aged 18 and up, then the model should not be used on people outside that demographic group) - see https://ianwhitestone.work/hello-great-expectations/
  • Toxicity tests (swear words, offensive answers)
  • Data leakage tests (PHI)
  • Adversarial attacks tests
  • Freshness tests (replace _2023_name)
  • Runtime tests
  • Question answering
  • Text generation
  • Summarization
  • Paraphrasing
  • Translation
@luca-martial luca-martial changed the title Features Features Backlog Jan 29, 2023
@chakravarthik27 chakravarthik27 modified the milestone: 2.4.0 Sep 20, 2024
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@chakravarthik27 @luca-martial