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Sparse Autoencoder

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A sparse autoencoder for mechanistic interpretability research.

pip install sparse_autoencoder

Demo

Check out the demo notebook for a guide to using this library.

Contributing

This project uses Poetry for dependency management, and PoeThePoet for scripts. After checking out the repo, install all dependencies with:

poetry install --with dev,demos

Then for a full list of available commands (e.g. test or typecheck):

poe

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Sparse Autoencoder for Mechanistic Interpretability

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  • Python 75.7%
  • Jupyter Notebook 23.1%
  • Dockerfile 1.2%