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

Item #:

075280-1569

Details

DOI: https://doi.org/10.52202/075280-1569
Author(s): Jeonghoon Kim, Sungdong Kim, Se Jung Kwon, Dongsoo Lee, Jung Hyun Lee, Joonsuk Park, Kang Min Yoo
Pages: 36187-36207 (21 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-1569
Author(s): Jeonghoon Kim, Sungdong Kim, Se Jung Kwon, Dongsoo Lee, Jung Hyun Lee, Joonsuk Park, Kang Min Yoo
Pages: 36187-36207 (21 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)