Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization

Jeonghoon Kim, Jung-Hyun Lee, Sungdong Kim, Joonsuk Park, Kang Min Yoo, Se Jung Kwon, Dongsoo Lee. Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{KimLKPYKL23,
  title = {Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization},
  author = {Jeonghoon Kim and Jung-Hyun Lee and Sungdong Kim and Joonsuk Park and Kang Min Yoo and Se Jung Kwon and Dongsoo Lee},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/7183f4fc87598f6c6e947b96714acbd6-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/KimLKPYKL23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}