How to use suchitg/selfconsuming-saes with SAELens:
# pip install sae-lens from sae_lens import SAE sae, cfg_dict, sparsity = SAE.from_pretrained( release = "RELEASE_ID", # e.g., "gpt2-small-res-jb". See other options in https://github.com/jbloomAus/SAELens/blob/main/sae_lens/pretrained_saes.yaml sae_id = "SAE_ID", # e.g., "blocks.8.hook_resid_pre". Won't always be a hook point )
This repository contains the following SAEs:
Load these SAEs using SAELens as below:
from sae_lens import SAE sae = SAE.from_pretrained("suchitg/selfconsuming-saes", "<sae_id>")
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