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sae-compression-gemma-2-2b-pruned-sae-c4-0.5 – AI Model by suchitg | AlphaNeural AI

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suchitg/
sae-compression-gemma-2-2b-pruned-sae-c4-0.5

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SAEs for use with the SAELens library

This repository contains the following SAEs:

blocks.0.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.1.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.2.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.3.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.4.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.5.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.6.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.7.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.8.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.9.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.10.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.11.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.12.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.13.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.14.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.15.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.16.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.17.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.18.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.19.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.20.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.21.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.22.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.23.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.24.(hook_resid_post, hook_mlp_out, attn.hook_z)
blocks.25.(hook_resid_post, hook_mlp_out, attn.hook_z)

Load these SAEs using SAELens as below:

python

from sae_lens import SAE

sae, cfg_dict, sparsity = SAE.from_pretrained("suchitg/sae-compression-gemma-2-2b-pruned-sae-c4-0.5", "<sae_id>")