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1from huggingface_hub import login, snapshot_download
2
3login()
4
5snapshot_download(
6 repo_id="mateuszpach/sae-for-vlm",
7 repo_type="model",
8 local_dir="checkpoints_dir",
9)1@article{pach2026sparse,
2 title={Sparse autoencoders learn monosemantic features in vision-language models},
3 author={Pach, Mateusz and Karthik, Shyamgopal and Bouniot, Quentin and Belongie, Serge and Akata, Zeynep},
4 journal={Advances in Neural Information Processing Systems},
5 volume={38},
6 pages={95706--95742},
7 year={2026}
8}