Instructions to use google/gemma-scope-2-12b-pt with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- SAELens
How to use google/gemma-scope-2-12b-pt 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 ) - Notebooks
- Google Colab
- Kaggle
Ctrl+K
- layer_12_width_16k_l0_big
- layer_12_width_16k_l0_big_affine
- layer_12_width_16k_l0_medium
- layer_12_width_16k_l0_medium_affine
- layer_12_width_16k_l0_small
- layer_12_width_16k_l0_small_affine
- layer_12_width_262k_l0_big
- layer_12_width_262k_l0_big_affine
- layer_12_width_262k_l0_medium
- layer_12_width_262k_l0_medium_affine
- layer_12_width_262k_l0_small
- layer_12_width_262k_l0_small_affine
- layer_12_width_65k_l0_big
- layer_12_width_65k_l0_big_affine
- layer_12_width_65k_l0_medium
- layer_12_width_65k_l0_medium_affine
- layer_12_width_65k_l0_small
- layer_12_width_65k_l0_small_affine
- layer_24_width_16k_l0_big
- layer_24_width_16k_l0_big_affine
- layer_24_width_16k_l0_medium
- layer_24_width_16k_l0_medium_affine
- layer_24_width_16k_l0_small
- layer_24_width_16k_l0_small_affine
- layer_24_width_262k_l0_big
- layer_24_width_262k_l0_big_affine
- layer_24_width_262k_l0_medium
- layer_24_width_262k_l0_medium_affine
- layer_24_width_262k_l0_small
- layer_24_width_262k_l0_small_affine
- layer_24_width_65k_l0_big
- layer_24_width_65k_l0_big_affine
- layer_24_width_65k_l0_medium
- layer_24_width_65k_l0_medium_affine
- layer_24_width_65k_l0_small
- layer_24_width_65k_l0_small_affine
- layer_31_width_16k_l0_big
- layer_31_width_16k_l0_big_affine
- layer_31_width_16k_l0_medium
- layer_31_width_16k_l0_medium_affine
- layer_31_width_16k_l0_small
- layer_31_width_16k_l0_small_affine
- layer_31_width_262k_l0_big
- layer_31_width_262k_l0_big_affine
- layer_31_width_262k_l0_medium
- layer_31_width_262k_l0_medium_affine
- layer_31_width_262k_l0_small
- layer_31_width_262k_l0_small_affine
- layer_31_width_65k_l0_big
- layer_31_width_65k_l0_big_affine