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Intel® Explainable AI Tools v1.0.0
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@daniel-de-leon-user293 daniel-de-leon-user293 released this 23 Apr 01:33
· 68 commits to main since this release
v1.0.0
47e0ba0

New Features

  • Rearchitected project to provide plugin-based approach via Poetry dependency manager
  • LLM Explainer: Hugging Face attributions plugin that uses SHAP to explain generative text LLM model output
  • Dockerfiles for explainer and model card generator with Jupyter interface and example notebooks

Jupyter Notebooks

Bug fixes

  • Removed Pipeline explainer
  • Added unit test for new LLM Explainer
  • All notebooks and unit tests updated for latest API

Validated configuration

  • Ubuntu 22.04 LTS
  • Python 3.9, 3.10
  • Intel® Optimization for TensorFlow 2.14.0
  • PyTorch 2.2.0
  • Torchvision 0.17.0
  • TensorFlow Hub 0.15.0

Known limitations

  • Intel® Explainable AI Tools is only supported on Linux

GitHub pages:

https://intelai.github.io/intel-xai-tools/v1.0.0/

Latest binaries published here https://storage.googleapis.com/public-artifacts/xai/intel_ai_safety-1.0.0-py3-none-any.whl

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