csinva/imodelsX

Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models know themselves through automated interpretability.

🪄 Interpreto is an interpretability toolbox for LLMs

Seamlessly integrate LLMs into scikit-learn.

Interpretability and explainability of data and machine learning models

Keeping language models honest by directly eliciting knowledge encoded in their activations.

Lime: Explaining the predictions of any machine learning classifier

Fit interpretable models. Explain blackbox machine learning.

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

Build data processing and data analysis pipelines that leverage the power of LLMs 🧠