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Push model using huggingface_hub.

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  - arxiv:2409.04185
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  - model_hub_mixin
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  - pytorch_model_hub_mixin
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- base_model: EleutherAI/pythia-160m-deduped
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  ---
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- # Model Card for
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  A Multi-Layer Sparse Autoencoder (MLSAE) trained on the residual stream activation
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  vectors from [EleutherAI/pythia-160m-deduped](https://huggingface.co/EleutherAI/pythia-160m-deduped) with an
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  expansion factor of R = 64 and sparsity k = 32, over 1 billion
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  tokens from [monology/pile-uncopyrighted](https://huggingface.co/datasets/monology/pile-uncopyrighted).
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  ### Model Sources
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  - **Repository:** <https://github.com/tim-lawson/mlsae>
 
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  - arxiv:2409.04185
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  - model_hub_mixin
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  - pytorch_model_hub_mixin
 
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  ---
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+ # Model Card for tim-lawson/sae-pythia-160m-deduped-x64-k32-tfm-layers-8
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  A Multi-Layer Sparse Autoencoder (MLSAE) trained on the residual stream activation
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  vectors from [EleutherAI/pythia-160m-deduped](https://huggingface.co/EleutherAI/pythia-160m-deduped) with an
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  expansion factor of R = 64 and sparsity k = 32, over 1 billion
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  tokens from [monology/pile-uncopyrighted](https://huggingface.co/datasets/monology/pile-uncopyrighted).
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+
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+ This model is a PyTorch Lightning MLSAETransformer module, which includes the underlying
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+ transformer.
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+
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+
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  ### Model Sources
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  - **Repository:** <https://github.com/tim-lawson/mlsae>