NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals

Fiotto-Kaufman, Jaden Fried and Loftus, Alexander Russell and Todd, Eric and Brinkmann, Jannik and Pal, Koyena and Troitskii, Dmitrii and Ripa, Michael and Belfki, Adam and Rager, Can and Juang, Caden and Mueller, Aaron and Marks, Samuel and Sharma, Arnab Sen and Lucchetti, Francesca and Prakash, Nikhil and Brodley, Carla E. and Guha, Arjun and Bell, Jonathan and Wallace, Byron C and Bau, David

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BibTex:

@inproceedings{nnsight,
  title = {{NN}sight and {NDIF}: Democratizing Access to Open-Weight Foundation Model Internals},
  author = {Fiotto-Kaufman, Jaden Fried and Loftus, Alexander Russell and Todd, Eric and Brinkmann, Jannik and Pal, Koyena and Troitskii, Dmitrii and Ripa, Michael and Belfki, Adam and Rager, Can and Juang, Caden and Mueller, Aaron and Marks, Samuel and Sharma, Arnab Sen and Lucchetti, Francesca and Prakash, Nikhil and Brodley, Carla E. and Guha, Arjun and Bell, Jonathan and Wallace, Byron C and Bau, David},
  booktitle = {The Thirteenth International Conference on Learning Representations},
  year = {2025},
  url = {https://www.jonbell.net/preprint/iclr25.pdf}
}