Update README.md

README.md

@@ -23,7 +23,22 @@ See our [landing page](https://huggingface.co/google/gemma-scope) for details on
 
 https://huggingface.co/google/gemma-scope-2b-pt-res/tree/main/layer_20/width_16k/average_l0_71
 
-# 4. Point of Contact
+See also 4.:
+
+# 4. How can I use these SAEs straight away?
+
+```python
+from sae_lens import SAE  # pip install sae-lens
+
+sae, cfg_dict, sparsity = SAE.from_pretrained(
+    release = "gemma-scope-2b-pt-res-canonical",
+    sae_id = "layer_0/width_16k/canonical",
+)
+```
+
+See https://github.com/jbloomAus/SAELens for details on this library.
+
+# 5. Point of Contact
 
 Point of contact: Arthur Conmy
 
@@ -36,6 +51,6 @@ Contact by email:
 HuggingFace account:
 https://huggingface.co/ArthurConmyGDM
 
-# Citation
+# 6. Citation
 
 Paper: https://arxiv.org/abs/2408.05147