SAELens
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  This is a landing page for **Gemma Scope**, a comprehensive, open suite of sparse autoencoders for Gemma 2 9B and 2B. Sparse Autoencoders are a "microscope" of sorts that can help us break down a model’s internal activations into the underlying concepts, just as biologists use microscopes to study the individual cells of plants and animals.
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- **There are no model weights in this repo. If you are looking for them, please visit:**
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- See [the tutorial](https://colab.research.google.com/drive/17dQFYUYnuKnP6OwQPH9v_GSYUW5aj-Rp?ts=66a77041) for instructions on how to load them
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  - https://huggingface.co/google/gemma-scope-2b-pt-res
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  - https://huggingface.co/google/gemma-scope-2b-pt-mlp
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  - https://huggingface.co/google/gemma-scope-2b-pt-att
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  - https://huggingface.co/google/gemma-scope-9b-pt-att
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  - https://huggingface.co/google/gemma-scope-27b-pt-res
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  # Key links:
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  ![](gs-demo-tweet.gif)
 
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  This is a landing page for **Gemma Scope**, a comprehensive, open suite of sparse autoencoders for Gemma 2 9B and 2B. Sparse Autoencoders are a "microscope" of sorts that can help us break down a model’s internal activations into the underlying concepts, just as biologists use microscopes to study the individual cells of plants and animals.
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+ **There are no model weights in this repo. If you are looking for them, please visit one of our repos:**
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  - https://huggingface.co/google/gemma-scope-2b-pt-res
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  - https://huggingface.co/google/gemma-scope-2b-pt-mlp
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  - https://huggingface.co/google/gemma-scope-2b-pt-att
 
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  - https://huggingface.co/google/gemma-scope-9b-pt-att
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  - https://huggingface.co/google/gemma-scope-27b-pt-res
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+ [This tutorial](https://colab.research.google.com/drive/17dQFYUYnuKnP6OwQPH9v_GSYUW5aj-Rp?ts=66a77041) has instructions on how to load the SAEs.
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  # Key links:
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  ![](gs-demo-tweet.gif)