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[](https://arxiv.org/abs/2509.24510)
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[](https://github.com/patrikwolf/ttt_theory)
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[](https://huggingface.co/patrikwolf/clip-sae)
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This repository provides a **Top-K Sparse Autoencoder (SAE)** checkpoint trained on CLIP embeddings of ImageNet images. The model learns sparse, interpretable latent representations that enable better understanding of feature encoding in vision foundation models.
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[](https://arxiv.org/abs/2509.24510)
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[](https://github.com/patrikwolf/ttt_theory)
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<!-- [](https://huggingface.co/patrikwolf/clip-topk-sae) -->
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This repository provides a **Top-K Sparse Autoencoder (SAE)** checkpoint trained on CLIP embeddings of ImageNet images. The model learns sparse, interpretable latent representations that enable better understanding of feature encoding in vision foundation models.
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