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Check out the documentation for more information.

You'll need to change the transformer_lens code so that the sparse models can be loaded and used. There are three files that need to be replaced:

transformer_lens/HookedTransformerConfig.py
transformer_lens/loading_from_pretrained.py
transformer_lens/components/abstract_attention.py

You can then load this model by HookedTransformer.from_pretrained_no_processing("sparse-tinystories")

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