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interpretml / interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
MIT License
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made generative explainer compantible with gpt-4 and added example notebooks #230

Closed mohsinposts closed 6 months ago

mohsinposts commented 6 months ago

Previous ChatOpenAI class was not fully defined in OpenAI tooling for generative models. It now has the functionality required to work with gpt-3.5 and gpt-4.

I added example notebooks for how to use the generative explainers with gpt-3 models which uses CompletionOpenAI class instead of ChatOpenAi.

Additionally, I created a notebook for gpt-4 as well which an explainer is used that does not require log likelihoods.

I also added an example notebook for huggingface models.