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tylercosgrove/mistral-7b-sparse-autoencoder-layer16
mistral-7b-sparse-autoencoder-layer16 is a machine learning model from tylercosgrove. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This contains the weights of a sparse autoencoder I trained on the residual activations of Mistral-7B-Instruct-v0.1. I used The Pile (uncopyrighted) for the training data. As of right now, I have only trained a single…
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Updated Aug 7, 2024
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From the Hugging Face model README
This contains the weights of a sparse autoencoder I trained on the residual activations of Mistral-7B-Instruct-v0.1. I used The Pile (uncopyrighted) for the training data. As of right now, I have only trained a single SAE (on layer 16), though I may do more in the future.
The easiest way to use the model is with the SAE Lens library.
Here is the training repo.