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ImageBiTe v1.0.0

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@tirafrutas tirafrutas released this 22 Jan 13:59
· 5 commits to main since this release

Initial release of ImageBiTe, a framework for evaluating representational harms in text-to-image models. Main features:

  • Evaluation capabilities for stereotyping, under-representation and ex-nomination.
  • Automatic test case generation, execution and evaluation.
  • Prompt template library covering ethical concerns on: ethnicity, age, disability, and gender.
  • Dimension dataset covering: occupations, personal and physical traits, socio-economic status, descriptors and activities.
  • Connectors to models hosted on OpenAI API and HuggingFace Inference API.